语言翻译

在此项目中,你将了解神经网络机器翻译这一领域。你将用由英语和法语语句组成的数据集,训练一个序列到序列模型(sequence to sequence model),该模型能够将新的英语句子翻译成法语。

获取数据

因为将整个英语语言内容翻译成法语需要大量训练时间,所以我们提供了一小部分的英语语料库。

In [2]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
import problem_unittests as tests

source_path = 'data/small_vocab_en'
target_path = 'data/small_vocab_fr'
source_text = helper.load_data(source_path)
target_text = helper.load_data(target_path)

探索数据

研究 view_sentence_range,查看并熟悉该数据的不同部分。

In [3]:
view_sentence_range = (0, 10)

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np

print('Dataset Stats')
print('Roughly the number of unique words: {}'.format(len({word: None for word in source_text.split()})))

sentences = source_text.split('\n')
word_counts = [len(sentence.split()) for sentence in sentences]
print('Number of sentences: {}'.format(len(sentences)))
print('Average number of words in a sentence: {}'.format(np.average(word_counts)))

print()
print('English sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(source_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
print()
print('French sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(target_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
Dataset Stats
Roughly the number of unique words: 227
Number of sentences: 137861
Average number of words in a sentence: 13.225277634719028

English sentences 0 to 10:
new jersey is sometimes quiet during autumn , and it is snowy in april .
the united states is usually chilly during july , and it is usually freezing in november .
california is usually quiet during march , and it is usually hot in june .
the united states is sometimes mild during june , and it is cold in september .
your least liked fruit is the grape , but my least liked is the apple .
his favorite fruit is the orange , but my favorite is the grape .
paris is relaxing during december , but it is usually chilly in july .
new jersey is busy during spring , and it is never hot in march .
our least liked fruit is the lemon , but my least liked is the grape .
the united states is sometimes busy during january , and it is sometimes warm in november .

French sentences 0 to 10:
new jersey est parfois calme pendant l' automne , et il est neigeux en avril .
les états-unis est généralement froid en juillet , et il gèle habituellement en novembre .
california est généralement calme en mars , et il est généralement chaud en juin .
les états-unis est parfois légère en juin , et il fait froid en septembre .
votre moins aimé fruit est le raisin , mais mon moins aimé est la pomme .
son fruit préféré est l'orange , mais mon préféré est le raisin .
paris est relaxant en décembre , mais il est généralement froid en juillet .
new jersey est occupé au printemps , et il est jamais chaude en mars .
notre fruit est moins aimé le citron , mais mon moins aimé est le raisin .
les états-unis est parfois occupé en janvier , et il est parfois chaud en novembre .

实现预处理函数

文本到单词 id

和之前的 RNN 一样,你必须首先将文本转换为数字,这样计算机才能读懂。在函数 text_to_ids() 中,你需要将单词中的 source_text 和 target_text 转为 id。但是,你需要在 target_text 中每个句子的末尾,添加 <EOS> 单词 id。这样可以帮助神经网络预测句子应该在什么地方结束。

你可以通过以下代码获取 <EOS> 单词ID:

target_vocab_to_int['<EOS>']

你可以使用 source_vocab_to_int 和 target_vocab_to_int 获得其他单词 id。

In [4]:
def text_to_ids(source_text, target_text, source_vocab_to_int, target_vocab_to_int):
    """
    Convert source and target text to proper word ids
    :param source_text: String that contains all the source text.
    :param target_text: String that contains all the target text.
    :param source_vocab_to_int: Dictionary to go from the source words to an id
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :return: A tuple of lists (source_id_text, target_id_text)
    """
    # TODO: Implement Function
    #print(source_text)
    #source_text = ' '.join(source_text.split())
    #target_text = ''.join(c for c in target_text)
    #print(source_text)
    
    source_text = source_text.split('\n')
    #source_text = ' '.join(source_text)
    source_id_text = []
    for i in range(len(source_text)):
        temp = []
        #source_text[i] = ' '.join(source_text[i].split())
        #print(source_text[i])
        for word in source_text[i].split():
            #print(i, word)
            temp.append(source_vocab_to_int[word])
        source_id_text.append(temp)

    target_text = target_text.split('\n')
    #target_text = ' '.join(target_text)
    target_id_text = []
    for i in range(len(target_text)):        
        target_text[i] += ' <EOS>'
        temp = []
        #target_text[i] = ' '.join(target_text[i].split())
        for word in target_text[i].split():
            temp.append(target_vocab_to_int[word])
        target_id_text.append(temp)
        
    return source_id_text, target_id_text   



"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_text_to_ids(text_to_ids)
Tests Passed

预处理所有数据并保存

运行以下代码单元,预处理所有数据,并保存到文件中。

In [5]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""

helper.preprocess_and_save_data(source_path, target_path, text_to_ids)

检查点

这是你的第一个检查点。如果你什么时候决定再回到该记事本,或需要重新启动该记事本,可以从这里继续。预处理的数据已保存到磁盘上。

In [6]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
import helper

(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()

检查 TensorFlow 版本,确认可访问 GPU

这一检查步骤,可以确保你使用的是正确版本的 TensorFlow,并且能够访问 GPU。

In [7]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf

# Check TensorFlow Version
assert LooseVersion(tf.__version__) in [LooseVersion('1.0.0'), LooseVersion('1.0.1')], 'This project requires TensorFlow version 1.0  You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))

# Check for a GPU
if not tf.test.gpu_device_name():
    warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
    print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.1
Default GPU Device: /gpu:0

构建神经网络

你将通过实现以下函数,构建出要构建一个序列到序列模型所需的组件:

  • model_inputs
  • process_decoding_input
  • encoding_layer
  • decoding_layer_train
  • decoding_layer_infer
  • decoding_layer
  • seq2seq_model

输入

实现 model_inputs() 函数,为神经网络创建 TF 占位符。该函数应该创建以下占位符:

  • 名为 “input” 的输入文本占位符,并使用 TF Placeholder 名称参数(等级(Rank)为 2)。
  • 目标占位符(等级为 2)。
  • 学习速率占位符(等级为 0)。
  • 名为 “keep_prob” 的保留率占位符,并使用 TF Placeholder 名称参数(等级为 0)。

在以下元祖(tuple)中返回占位符:(输入、目标、学习速率、保留率)

In [8]:
def model_inputs():
    """
    Create TF Placeholders for input, targets, and learning rate.
    :return: Tuple (input, targets, learning rate, keep probability)
    """
    # TODO: Implement Function
    inputs = tf.placeholder(tf.int32, [None, None], name = 'input')
    targets = tf.placeholder(tf.int32, [None, None], name = 'target')
    learning_rate = tf.placeholder(tf.float32, name = 'learning_rate')
    keep_prob = tf.placeholder(tf.float32, name='keep_prob')
    return inputs, targets, learning_rate, keep_prob

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed

处理解码输入

使用 TensorFlow 实现 process_decoding_input,以便删掉 target_data 中每个批次的最后一个单词 ID,并将 GO ID 放到每个批次的开头。

In [9]:
def process_decoding_input(target_data, target_vocab_to_int, batch_size):
    """
    Preprocess target data for dencoding
    :param target_data: Target Placehoder
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :param batch_size: Batch Size
    :return: Preprocessed target data
    """
    # TODO: Implement Function
    
    ending = tf.strided_slice(target_data, [0, 0], [batch_size, -1], [1, 1])
    dec_input = tf.concat([tf.fill([batch_size, 1], target_vocab_to_int['<GO>']), ending], 1)

    return dec_input

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_process_decoding_input(process_decoding_input)
Tests Passed

编码

实现 encoding_layer(),以使用 tf.nn.dynamic_rnn() 创建编码器 RNN 层级。

In [10]:
def encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob):
    """
    Create encoding layer
    :param rnn_inputs: Inputs for the RNN
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param keep_prob: Dropout keep probability
    :return: RNN state
    """
    # TODO: Implement Function
    
    enc_lstm = tf.contrib.rnn.BasicLSTMCell(rnn_size)
    enc_drop = tf.contrib.rnn.DropoutWrapper(enc_lstm, output_keep_prob = keep_prob)
    enc_cell = tf.contrib.rnn.MultiRNNCell([enc_drop] * num_layers)
    
    _, enc_state = tf.nn.dynamic_rnn(enc_cell, rnn_inputs, dtype = tf.float32)
    
    return enc_state

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_encoding_layer(encoding_layer)
Tests Passed

解码 - 训练

使用 tf.contrib.seq2seq.simple_decoder_fn_train()tf.contrib.seq2seq.dynamic_rnn_decoder() 创建训练分对数(training logits)。将 output_fn 应用到 tf.contrib.seq2seq.dynamic_rnn_decoder() 输出上。

In [11]:
def decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope,
                         output_fn, keep_prob):
    """
    Create a decoding layer for training
    :param encoder_state: Encoder State
    :param dec_cell: Decoder RNN Cell
    :param dec_embed_input: Decoder embedded input
    :param sequence_length: Sequence Length
    :param decoding_scope: TenorFlow Variable Scope for decoding
    :param output_fn: Function to apply the output layer
    :param keep_prob: Dropout keep probability
    :return: Train Logits
    """
    # TODO: Implement Function

    training_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_train(encoder_state)
    
    training_logits, state, _= tf.contrib.seq2seq.dynamic_rnn_decoder(
        decoder_fn=training_decoder_fn, cell=dec_cell, inputs=dec_embed_input,
        sequence_length=sequence_length, scope=decoding_scope)
    
    training_logits = output_fn(training_logits)
    
    return training_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_train(decoding_layer_train)
Tests Passed

解码 - 推论

使用 tf.contrib.seq2seq.simple_decoder_fn_inference()tf.contrib.seq2seq.dynamic_rnn_decoder() 创建推论分对数(inference logits)。

In [12]:
def decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
                         maximum_length, vocab_size, decoding_scope, output_fn, keep_prob):
    """
    Create a decoding layer for inference
    :param encoder_state: Encoder state
    :param dec_cell: Decoder RNN Cell
    :param dec_embeddings: Decoder embeddings
    :param start_of_sequence_id: GO ID
    :param end_of_sequence_id: EOS Id
    :param maximum_length: The maximum allowed time steps to decode
    :param vocab_size: Size of vocabulary
    :param decoding_scope: TensorFlow Variable Scope for decoding
    :param output_fn: Function to apply the output layer
    :param keep_prob: Dropout keep probability
    :return: Inference Logits
    """
    # TODO: Implement Function
    
    inference_decoder_fn = tf.contrib.seq2seq.simple_decoder_fn_inference(
        output_fn, encoder_state, dec_embeddings, start_of_sequence_id, end_of_sequence_id,
        maximum_length, vocab_size)
    
    inference_logits, _, _ = tf.contrib.seq2seq.dynamic_rnn_decoder(
         dec_cell, inference_decoder_fn, scope=decoding_scope)
    
    #inference_logits = output_fn(inference_logits)
    
    return inference_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_infer(decoding_layer_infer)
Tests Passed

构建解码层级

实现 decoding_layer() 以创建解码器 RNN 层级。

  • 使用 rnn_sizenum_layers 创建解码 RNN 单元。
  • 使用 lambda 创建输出函数,将输入,也就是分对数转换为类分对数(class logits)。
  • 使用 decoding_layer_train(encoder_state, dec_cell, dec_embed_input, sequence_length, decoding_scope, output_fn, keep_prob) 函数获取训练分对数。
  • 使用 decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id, maximum_length, vocab_size, decoding_scope, output_fn, keep_prob) 函数获取推论分对数。

注意:你将需要使用 tf.variable_scope 在训练和推论分对数间分享变量。

In [13]:
def decoding_layer(dec_embed_input, dec_embeddings, encoder_state, 
                   vocab_size, sequence_length, rnn_size,
                   num_layers, target_vocab_to_int, keep_prob):
    """
    Create decoding layer
    :param dec_embed_input: Decoder embedded input
    :param dec_embeddings: Decoder embeddings
    :param encoder_state: The encoded state
    :param vocab_size: Size of vocabulary
    :param sequence_length: Sequence Length
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :param keep_prob: Dropout keep probability
    :return: Tuple of (Training Logits, Inference Logits)
    """
    # TODO: Implement Function
    target_vocab_size = len(target_vocab_to_int)

    dec_lstm = tf.contrib.rnn.BasicLSTMCell(rnn_size)    
    dec_drop = tf.contrib.rnn.DropoutWrapper(dec_lstm, output_keep_prob=keep_prob)
    dec_cell = tf.contrib.rnn.MultiRNNCell([dec_drop] * num_layers)
    
    #dec_cell = tf.contrib.rnn.MultiRNNCell([tf.contrib.rnn.BasicLSTMCell(rnn_size)] * num_layers)

    with tf.variable_scope('decoding') as decoding_scope:     
        output_fn = lambda x: tf.contrib.layers.fully_connected(
            x, vocab_size, None, scope=decoding_scope)    
        training_logits = decoding_layer_train(
            encoder_state, dec_cell, dec_embed_input, sequence_length,
            decoding_scope, output_fn, keep_prob)
        
    with tf.variable_scope('decoding', reuse=True) as decoding_scope:
        inference_logits = decoding_layer_infer(
            encoder_state, dec_cell, dec_embeddings, target_vocab_to_int['<GO>'],
            target_vocab_to_int['<EOS>'], sequence_length, vocab_size, 
            decoding_scope, output_fn, keep_prob)

    return training_logits, inference_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer(decoding_layer)
Tests Passed

构建神经网络

应用你在上方实现的函数,以:

  • 向编码器的输入数据应用嵌入。
  • 使用 encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob) 编码输入。
  • 使用 process_decoding_input(target_data, target_vocab_to_int, batch_size) 函数处理目标数据。
  • 向解码器的目标数据应用嵌入。
  • 使用 decoding_layer(dec_embed_input, dec_embeddings, encoder_state, vocab_size, sequence_length, rnn_size, num_layers, target_vocab_to_int, keep_prob) 解码编码的输入数据。
In [14]:
def seq2seq_model(input_data, target_data, keep_prob, batch_size, sequence_length, source_vocab_size, target_vocab_size,
                  enc_embedding_size, dec_embedding_size, rnn_size, num_layers, target_vocab_to_int):
    """
    Build the Sequence-to-Sequence part of the neural network
    :param input_data: Input placeholder
    :param target_data: Target placeholder
    :param keep_prob: Dropout keep probability placeholder
    :param batch_size: Batch Size
    :param sequence_length: Sequence Length
    :param source_vocab_size: Source vocabulary size
    :param target_vocab_size: Target vocabulary size
    :param enc_embedding_size: Decoder embedding size
    :param dec_embedding_size: Encoder embedding size
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :return: Tuple of (Training Logits, Inference Logits)
    """
    # TODO: Implement Function

    enc_embed_input = tf.contrib.layers.embed_sequence(input_data, source_vocab_size, enc_embedding_size)
    rnn_inputs = enc_embed_input       
    encoder_state = encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob)
    
    dec_input = process_decoding_input(target_data, target_vocab_to_int, batch_size)
    dec_embeddings = tf.Variable(tf.random_uniform([target_vocab_size, dec_embedding_size]))
    dec_embed_input = tf.nn.embedding_lookup(dec_embeddings, dec_input)

    training_logits, inference_logits = decoding_layer(
        dec_embed_input, dec_embeddings, encoder_state, target_vocab_size, sequence_length, 
        rnn_size, num_layers, target_vocab_to_int, keep_prob)
    
    return training_logits, inference_logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_seq2seq_model(seq2seq_model)
Tests Passed

训练神经网络

超参数

调试以下参数:

  • epochs 设为 epoch 次数。
  • batch_size 设为批次大小。
  • rnn_size 设为 RNN 的大小。
  • num_layers 设为层级数量。
  • encoding_embedding_size 设为编码器嵌入大小。
  • decoding_embedding_size 设为解码器嵌入大小
  • learning_rate 设为训练速率。
  • keep_probability 设为丢弃保留率(Dropout keep probability)。
In [57]:
# Number of Epochs
epochs = 60
# Batch Size
batch_size = 128
# RNN Size
rnn_size = 50
# Number of Layers
num_layers = 2
# Embedding Size
encoding_embedding_size = 200
decoding_embedding_size = 200
# Learning Rate
learning_rate = 0.001
# Dropout Keep Probability
keep_probability = 0.5

构建图表

使用你实现的神经网络构建图表。

In [58]:
from os.path import isdir
if not isdir('checkpoints'):
    !mkdir checkpoints
In [59]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
save_path = 'checkpoints/dev'
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
max_source_sentence_length = max([len(sentence) for sentence in source_int_text])

train_graph = tf.Graph()
with train_graph.as_default():
    input_data, targets, lr, keep_prob = model_inputs()
    sequence_length = tf.placeholder_with_default(max_source_sentence_length, None, name='sequence_length')
    input_shape = tf.shape(input_data)
    
    train_logits, inference_logits = seq2seq_model(
        tf.reverse(input_data, [-1]), targets, keep_prob, batch_size, sequence_length, len(source_vocab_to_int), len(target_vocab_to_int),
        encoding_embedding_size, decoding_embedding_size, rnn_size, num_layers, target_vocab_to_int)

    tf.identity(inference_logits, 'logits')
    with tf.name_scope("optimization"):
        # Loss function
        cost = tf.contrib.seq2seq.sequence_loss(
            train_logits,
            targets,
            tf.ones([input_shape[0], sequence_length]))

        # Optimizer
        optimizer = tf.train.AdamOptimizer(lr)

        # Gradient Clipping
        gradients = optimizer.compute_gradients(cost)
        capped_gradients = [(tf.clip_by_value(grad, -1., 1.), var) for grad, var in gradients if grad is not None]
        train_op = optimizer.apply_gradients(capped_gradients)

训练

利用预处理的数据训练神经网络。如果很难获得低损失值,请访问我们的论坛,看看其他人是否遇到了相同的问题。

In [60]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import time

def get_accuracy(target, logits):
    """
    Calculate accuracy
    """
    max_seq = max(target.shape[1], logits.shape[1])
    if max_seq - target.shape[1]:
        target = np.pad(
            target,
            [(0,0),(0,max_seq - target.shape[1])],
            'constant')
    if max_seq - logits.shape[1]:
        logits = np.pad(
            logits,
            [(0,0),(0,max_seq - logits.shape[1]), (0,0)],
            'constant')

    return np.mean(np.equal(target, np.argmax(logits, 2)))

train_source = source_int_text[batch_size:]
train_target = target_int_text[batch_size:]

valid_source = helper.pad_sentence_batch(source_int_text[:batch_size])
valid_target = helper.pad_sentence_batch(target_int_text[:batch_size])

with tf.Session(graph=train_graph) as sess:
    sess.run(tf.global_variables_initializer())

    for epoch_i in range(epochs):
        for batch_i, (source_batch, target_batch) in enumerate(
                helper.batch_data(train_source, train_target, batch_size)):
            start_time = time.time()
            
            _, loss = sess.run(
                [train_op, cost],
                {input_data: source_batch,
                 targets: target_batch,
                 lr: learning_rate,
                 sequence_length: target_batch.shape[1],
                 keep_prob: keep_probability})
            
            batch_train_logits = sess.run(
                inference_logits,
                {input_data: source_batch, keep_prob: 1.0})
            batch_valid_logits = sess.run(
                inference_logits,
                {input_data: valid_source, keep_prob: 1.0})
                
            train_acc = get_accuracy(target_batch, batch_train_logits)
            valid_acc = get_accuracy(np.array(valid_target), batch_valid_logits)
            end_time = time.time()
            print('Epoch {:>3} Batch {:>4}/{} - Train Accuracy: {:>6.3f}, Validation Accuracy: {:>6.3f}, Loss: {:>6.3f}'
                  .format(epoch_i, batch_i, len(source_int_text) // batch_size, train_acc, valid_acc, loss))

    # Save Model
    saver = tf.train.Saver()
    saver.save(sess, save_path)
    print('Model Trained and Saved')
Epoch   0 Batch    0/1077 - Train Accuracy:  0.228, Validation Accuracy:  0.268, Loss:  5.889
Epoch   0 Batch    1/1077 - Train Accuracy:  0.223, Validation Accuracy:  0.306, Loss:  5.841
Epoch   0 Batch    2/1077 - Train Accuracy:  0.207, Validation Accuracy:  0.306, Loss:  5.808
Epoch   0 Batch    3/1077 - Train Accuracy:  0.239, Validation Accuracy:  0.305, Loss:  5.763
Epoch   0 Batch    4/1077 - Train Accuracy:  0.224, Validation Accuracy:  0.305, Loss:  5.723
Epoch   0 Batch    5/1077 - Train Accuracy:  0.261, Validation Accuracy:  0.305, Loss:  5.668
Epoch   0 Batch    6/1077 - Train Accuracy:  0.243, Validation Accuracy:  0.305, Loss:  5.638
Epoch   0 Batch    7/1077 - Train Accuracy:  0.226, Validation Accuracy:  0.305, Loss:  5.611
Epoch   0 Batch    8/1077 - Train Accuracy:  0.232, Validation Accuracy:  0.305, Loss:  5.554
Epoch   0 Batch    9/1077 - Train Accuracy:  0.236, Validation Accuracy:  0.305, Loss:  5.505
Epoch   0 Batch   10/1077 - Train Accuracy:  0.198, Validation Accuracy:  0.305, Loss:  5.497
Epoch   0 Batch   11/1077 - Train Accuracy:  0.259, Validation Accuracy:  0.305, Loss:  5.388
Epoch   0 Batch   12/1077 - Train Accuracy:  0.230, Validation Accuracy:  0.305, Loss:  5.374
Epoch   0 Batch   13/1077 - Train Accuracy:  0.281, Validation Accuracy:  0.305, Loss:  5.254
Epoch   0 Batch   14/1077 - Train Accuracy:  0.256, Validation Accuracy:  0.305, Loss:  5.219
Epoch   0 Batch   15/1077 - Train Accuracy:  0.236, Validation Accuracy:  0.305, Loss:  5.205
Epoch   0 Batch   16/1077 - Train Accuracy:  0.254, Validation Accuracy:  0.305, Loss:  5.126
Epoch   0 Batch   17/1077 - Train Accuracy:  0.254, Validation Accuracy:  0.305, Loss:  5.069
Epoch   0 Batch   18/1077 - Train Accuracy:  0.234, Validation Accuracy:  0.305, Loss:  5.033
Epoch   0 Batch   19/1077 - Train Accuracy:  0.254, Validation Accuracy:  0.305, Loss:  4.942
Epoch   0 Batch   20/1077 - Train Accuracy:  0.232, Validation Accuracy:  0.305, Loss:  4.917
Epoch   0 Batch   21/1077 - Train Accuracy:  0.214, Validation Accuracy:  0.305, Loss:  4.886
Epoch   0 Batch   22/1077 - Train Accuracy:  0.227, Validation Accuracy:  0.305, Loss:  4.792
Epoch   0 Batch   23/1077 - Train Accuracy:  0.235, Validation Accuracy:  0.305, Loss:  4.732
Epoch   0 Batch   24/1077 - Train Accuracy:  0.236, Validation Accuracy:  0.305, Loss:  4.656
Epoch   0 Batch   25/1077 - Train Accuracy:  0.238, Validation Accuracy:  0.305, Loss:  4.608
Epoch   0 Batch   26/1077 - Train Accuracy:  0.224, Validation Accuracy:  0.309, Loss:  4.592
Epoch   0 Batch   27/1077 - Train Accuracy:  0.293, Validation Accuracy:  0.318, Loss:  4.401
Epoch   0 Batch   28/1077 - Train Accuracy:  0.264, Validation Accuracy:  0.319, Loss:  4.412
Epoch   0 Batch   29/1077 - Train Accuracy:  0.258, Validation Accuracy:  0.319, Loss:  4.369
Epoch   0 Batch   30/1077 - Train Accuracy:  0.240, Validation Accuracy:  0.319, Loss:  4.335
Epoch   0 Batch   31/1077 - Train Accuracy:  0.250, Validation Accuracy:  0.319, Loss:  4.280
Epoch   0 Batch   32/1077 - Train Accuracy:  0.312, Validation Accuracy:  0.319, Loss:  4.081
Epoch   0 Batch   33/1077 - Train Accuracy:  0.278, Validation Accuracy:  0.319, Loss:  4.092
Epoch   0 Batch   34/1077 - Train Accuracy:  0.246, Validation Accuracy:  0.322, Loss:  4.131
Epoch   0 Batch   35/1077 - Train Accuracy:  0.263, Validation Accuracy:  0.330, Loss:  4.099
Epoch   0 Batch   36/1077 - Train Accuracy:  0.295, Validation Accuracy:  0.333, Loss:  4.011
Epoch   0 Batch   37/1077 - Train Accuracy:  0.264, Validation Accuracy:  0.335, Loss:  4.065
Epoch   0 Batch   38/1077 - Train Accuracy:  0.235, Validation Accuracy:  0.335, Loss:  4.099
Epoch   0 Batch   39/1077 - Train Accuracy:  0.272, Validation Accuracy:  0.336, Loss:  3.973
Epoch   0 Batch   40/1077 - Train Accuracy:  0.265, Validation Accuracy:  0.336, Loss:  3.942
Epoch   0 Batch   41/1077 - Train Accuracy:  0.288, Validation Accuracy:  0.336, Loss:  3.873
Epoch   0 Batch   42/1077 - Train Accuracy:  0.272, Validation Accuracy:  0.336, Loss:  3.891
Epoch   0 Batch   43/1077 - Train Accuracy:  0.225, Validation Accuracy:  0.336, Loss:  3.964
Epoch   0 Batch   44/1077 - Train Accuracy:  0.218, Validation Accuracy:  0.336, Loss:  3.979
Epoch   0 Batch   45/1077 - Train Accuracy:  0.265, Validation Accuracy:  0.336, Loss:  3.841
Epoch   0 Batch   46/1077 - Train Accuracy:  0.250, Validation Accuracy:  0.336, Loss:  3.888
Epoch   0 Batch   47/1077 - Train Accuracy:  0.279, Validation Accuracy:  0.336, Loss:  3.783
Epoch   0 Batch   48/1077 - Train Accuracy:  0.287, Validation Accuracy:  0.336, Loss:  3.747
Epoch   0 Batch   49/1077 - Train Accuracy:  0.297, Validation Accuracy:  0.336, Loss:  3.698
Epoch   0 Batch   50/1077 - Train Accuracy:  0.261, Validation Accuracy:  0.336, Loss:  3.797
Epoch   0 Batch   51/1077 - Train Accuracy:  0.295, Validation Accuracy:  0.336, Loss:  3.694
Epoch   0 Batch   52/1077 - Train Accuracy:  0.268, Validation Accuracy:  0.337, Loss:  3.748
Epoch   0 Batch   53/1077 - Train Accuracy:  0.257, Validation Accuracy:  0.336, Loss:  3.760
Epoch   0 Batch   54/1077 - Train Accuracy:  0.265, Validation Accuracy:  0.336, Loss:  3.778
Epoch   0 Batch   55/1077 - Train Accuracy:  0.291, Validation Accuracy:  0.336, Loss:  3.626
Epoch   0 Batch   56/1077 - Train Accuracy:  0.271, Validation Accuracy:  0.336, Loss:  3.730
Epoch   0 Batch   57/1077 - Train Accuracy:  0.342, Validation Accuracy:  0.336, Loss:  3.425
Epoch   0 Batch   58/1077 - Train Accuracy:  0.277, Validation Accuracy:  0.336, Loss:  3.655
Epoch   0 Batch   59/1077 - Train Accuracy:  0.230, Validation Accuracy:  0.336, Loss:  3.772
Epoch   0 Batch   60/1077 - Train Accuracy:  0.299, Validation Accuracy:  0.336, Loss:  3.551
Epoch   0 Batch   61/1077 - Train Accuracy:  0.277, Validation Accuracy:  0.336, Loss:  3.626
Epoch   0 Batch   62/1077 - Train Accuracy:  0.234, Validation Accuracy:  0.336, Loss:  3.776
Epoch   0 Batch   63/1077 - Train Accuracy:  0.310, Validation Accuracy:  0.336, Loss:  3.482
Epoch   0 Batch   64/1077 - Train Accuracy:  0.272, Validation Accuracy:  0.336, Loss:  3.612
Epoch   0 Batch   65/1077 - Train Accuracy:  0.229, Validation Accuracy:  0.336, Loss:  3.731
Epoch   0 Batch   66/1077 - Train Accuracy:  0.265, Validation Accuracy:  0.336, Loss:  3.571
Epoch   0 Batch   67/1077 - Train Accuracy:  0.312, Validation Accuracy:  0.336, Loss:  3.459
Epoch   0 Batch   68/1077 - Train Accuracy:  0.261, Validation Accuracy:  0.336, Loss:  3.595
Epoch   0 Batch   69/1077 - Train Accuracy:  0.300, Validation Accuracy:  0.336, Loss:  3.516
Epoch   0 Batch   70/1077 - Train Accuracy:  0.231, Validation Accuracy:  0.336, Loss:  3.691
Epoch   0 Batch   71/1077 - Train Accuracy:  0.262, Validation Accuracy:  0.336, Loss:  3.537
Epoch   0 Batch   72/1077 - Train Accuracy:  0.267, Validation Accuracy:  0.336, Loss:  3.545
Epoch   0 Batch   73/1077 - Train Accuracy:  0.273, Validation Accuracy:  0.336, Loss:  3.535
Epoch   0 Batch   74/1077 - Train Accuracy:  0.302, Validation Accuracy:  0.336, Loss:  3.401
Epoch   0 Batch   75/1077 - Train Accuracy:  0.281, Validation Accuracy:  0.336, Loss:  3.457
Epoch   0 Batch   76/1077 - Train Accuracy:  0.272, Validation Accuracy:  0.336, Loss:  3.498
Epoch   0 Batch   77/1077 - Train Accuracy:  0.262, Validation Accuracy:  0.337, Loss:  3.522
Epoch   0 Batch   78/1077 - Train Accuracy:  0.233, Validation Accuracy:  0.337, Loss:  3.620
Epoch   0 Batch   79/1077 - Train Accuracy:  0.283, Validation Accuracy:  0.338, Loss:  3.496
Epoch   0 Batch   80/1077 - Train Accuracy:  0.274, Validation Accuracy:  0.342, Loss:  3.461
Epoch   0 Batch   81/1077 - Train Accuracy:  0.279, Validation Accuracy:  0.344, Loss:  3.464
Epoch   0 Batch   82/1077 - Train Accuracy:  0.345, Validation Accuracy:  0.344, Loss:  3.219
Epoch   0 Batch   83/1077 - Train Accuracy:  0.242, Validation Accuracy:  0.344, Loss:  3.573
Epoch   0 Batch   84/1077 - Train Accuracy:  0.277, Validation Accuracy:  0.344, Loss:  3.424
Epoch   0 Batch   85/1077 - Train Accuracy:  0.287, Validation Accuracy:  0.345, Loss:  3.363
Epoch   0 Batch   86/1077 - Train Accuracy:  0.284, Validation Accuracy:  0.345, Loss:  3.428
Epoch   0 Batch   87/1077 - Train Accuracy:  0.298, Validation Accuracy:  0.345, Loss:  3.391
Epoch   0 Batch   88/1077 - Train Accuracy:  0.286, Validation Accuracy:  0.345, Loss:  3.402
Epoch   0 Batch   89/1077 - Train Accuracy:  0.271, Validation Accuracy:  0.345, Loss:  3.405
Epoch   0 Batch   90/1077 - Train Accuracy:  0.275, Validation Accuracy:  0.349, Loss:  3.423
Epoch   0 Batch   91/1077 - Train Accuracy:  0.347, Validation Accuracy:  0.350, Loss:  3.190
Epoch   0 Batch   92/1077 - Train Accuracy:  0.305, Validation Accuracy:  0.350, Loss:  3.300
Epoch   0 Batch   93/1077 - Train Accuracy:  0.283, Validation Accuracy:  0.350, Loss:  3.371
Epoch   0 Batch   94/1077 - Train Accuracy:  0.301, Validation Accuracy:  0.350, Loss:  3.294
Epoch   0 Batch   95/1077 - Train Accuracy:  0.328, Validation Accuracy:  0.350, Loss:  3.239
Epoch   0 Batch   96/1077 - Train Accuracy:  0.302, Validation Accuracy:  0.350, Loss:  3.330
Epoch   0 Batch   97/1077 - Train Accuracy:  0.314, Validation Accuracy:  0.350, Loss:  3.282
Epoch   0 Batch   98/1077 - Train Accuracy:  0.341, Validation Accuracy:  0.350, Loss:  3.201
Epoch   0 Batch   99/1077 - Train Accuracy:  0.275, Validation Accuracy:  0.350, Loss:  3.381
Epoch   0 Batch  100/1077 - Train Accuracy:  0.276, Validation Accuracy:  0.352, Loss:  3.344
Epoch   0 Batch  101/1077 - Train Accuracy:  0.275, Validation Accuracy:  0.352, Loss:  3.314
Epoch   0 Batch  102/1077 - Train Accuracy:  0.315, Validation Accuracy:  0.352, Loss:  3.219
Epoch   0 Batch  103/1077 - Train Accuracy:  0.238, Validation Accuracy:  0.352, Loss:  3.449
Epoch   0 Batch  104/1077 - Train Accuracy:  0.236, Validation Accuracy:  0.356, Loss:  3.518
Epoch   0 Batch  105/1077 - Train Accuracy:  0.302, Validation Accuracy:  0.356, Loss:  3.252
Epoch   0 Batch  106/1077 - Train Accuracy:  0.288, Validation Accuracy:  0.355, Loss:  3.374
Epoch   0 Batch  107/1077 - Train Accuracy:  0.327, Validation Accuracy:  0.355, Loss:  3.171
Epoch   0 Batch  108/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.357, Loss:  3.034
Epoch   0 Batch  109/1077 - Train Accuracy:  0.309, Validation Accuracy:  0.358, Loss:  3.231
Epoch   0 Batch  110/1077 - Train Accuracy:  0.312, Validation Accuracy:  0.358, Loss:  3.212
Epoch   0 Batch  111/1077 - Train Accuracy:  0.287, Validation Accuracy:  0.358, Loss:  3.273
Epoch   0 Batch  112/1077 - Train Accuracy:  0.305, Validation Accuracy:  0.359, Loss:  3.245
Epoch   0 Batch  113/1077 - Train Accuracy:  0.292, Validation Accuracy:  0.362, Loss:  3.274
Epoch   0 Batch  114/1077 - Train Accuracy:  0.339, Validation Accuracy:  0.362, Loss:  3.115
Epoch   0 Batch  115/1077 - Train Accuracy:  0.305, Validation Accuracy:  0.362, Loss:  3.234
Epoch   0 Batch  116/1077 - Train Accuracy:  0.270, Validation Accuracy:  0.362, Loss:  3.300
Epoch   0 Batch  117/1077 - Train Accuracy:  0.276, Validation Accuracy:  0.362, Loss:  3.292
Epoch   0 Batch  118/1077 - Train Accuracy:  0.246, Validation Accuracy:  0.362, Loss:  3.385
Epoch   0 Batch  119/1077 - Train Accuracy:  0.290, Validation Accuracy:  0.362, Loss:  3.227
Epoch   0 Batch  120/1077 - Train Accuracy:  0.296, Validation Accuracy:  0.362, Loss:  3.215
Epoch   0 Batch  121/1077 - Train Accuracy:  0.301, Validation Accuracy:  0.361, Loss:  3.181
Epoch   0 Batch  122/1077 - Train Accuracy:  0.307, Validation Accuracy:  0.365, Loss:  3.192
Epoch   0 Batch  123/1077 - Train Accuracy:  0.312, Validation Accuracy:  0.365, Loss:  3.117
Epoch   0 Batch  124/1077 - Train Accuracy:  0.302, Validation Accuracy:  0.366, Loss:  3.178
Epoch   0 Batch  125/1077 - Train Accuracy:  0.319, Validation Accuracy:  0.361, Loss:  3.099
Epoch   0 Batch  126/1077 - Train Accuracy:  0.315, Validation Accuracy:  0.359, Loss:  3.049
Epoch   0 Batch  127/1077 - Train Accuracy:  0.309, Validation Accuracy:  0.359, Loss:  3.135
Epoch   0 Batch  128/1077 - Train Accuracy:  0.339, Validation Accuracy:  0.359, Loss:  2.992
Epoch   0 Batch  129/1077 - Train Accuracy:  0.330, Validation Accuracy:  0.364, Loss:  3.126
Epoch   0 Batch  130/1077 - Train Accuracy:  0.330, Validation Accuracy:  0.365, Loss:  3.041
Epoch   0 Batch  131/1077 - Train Accuracy:  0.301, Validation Accuracy:  0.364, Loss:  3.164
Epoch   0 Batch  132/1077 - Train Accuracy:  0.293, Validation Accuracy:  0.363, Loss:  3.169
Epoch   0 Batch  133/1077 - Train Accuracy:  0.264, Validation Accuracy:  0.360, Loss:  3.205
Epoch   0 Batch  134/1077 - Train Accuracy:  0.335, Validation Accuracy:  0.365, Loss:  3.059
Epoch   0 Batch  135/1077 - Train Accuracy:  0.290, Validation Accuracy:  0.366, Loss:  3.188
Epoch   0 Batch  136/1077 - Train Accuracy:  0.318, Validation Accuracy:  0.368, Loss:  3.056
Epoch   0 Batch  137/1077 - Train Accuracy:  0.336, Validation Accuracy:  0.366, Loss:  2.960
Epoch   0 Batch  138/1077 - Train Accuracy:  0.293, Validation Accuracy:  0.365, Loss:  3.111
Epoch   0 Batch  139/1077 - Train Accuracy:  0.311, Validation Accuracy:  0.365, Loss:  3.053
Epoch   0 Batch  140/1077 - Train Accuracy:  0.266, Validation Accuracy:  0.366, Loss:  3.237
Epoch   0 Batch  141/1077 - Train Accuracy:  0.304, Validation Accuracy:  0.367, Loss:  3.101
Epoch   0 Batch  142/1077 - Train Accuracy:  0.337, Validation Accuracy:  0.368, Loss:  2.951
Epoch   0 Batch  143/1077 - Train Accuracy:  0.316, Validation Accuracy:  0.369, Loss:  3.066
Epoch   0 Batch  144/1077 - Train Accuracy:  0.279, Validation Accuracy:  0.370, Loss:  3.196
Epoch   0 Batch  145/1077 - Train Accuracy:  0.311, Validation Accuracy:  0.370, Loss:  3.037
Epoch   0 Batch  146/1077 - Train Accuracy:  0.346, Validation Accuracy:  0.373, Loss:  2.959
Epoch   0 Batch  147/1077 - Train Accuracy:  0.299, Validation Accuracy:  0.375, Loss:  3.097
Epoch   0 Batch  148/1077 - Train Accuracy:  0.335, Validation Accuracy:  0.375, Loss:  3.003
Epoch   0 Batch  149/1077 - Train Accuracy:  0.320, Validation Accuracy:  0.376, Loss:  3.034
Epoch   0 Batch  150/1077 - Train Accuracy:  0.352, Validation Accuracy:  0.377, Loss:  2.918
Epoch   0 Batch  151/1077 - Train Accuracy:  0.348, Validation Accuracy:  0.376, Loss:  2.912
Epoch   0 Batch  152/1077 - Train Accuracy:  0.335, Validation Accuracy:  0.377, Loss:  2.980
Epoch   0 Batch  153/1077 - Train Accuracy:  0.314, Validation Accuracy:  0.377, Loss:  3.031
Epoch   0 Batch  154/1077 - Train Accuracy:  0.278, Validation Accuracy:  0.377, Loss:  3.157
Epoch   0 Batch  155/1077 - Train Accuracy:  0.317, Validation Accuracy:  0.380, Loss:  2.991
Epoch   0 Batch  156/1077 - Train Accuracy:  0.309, Validation Accuracy:  0.380, Loss:  3.004
Epoch   0 Batch  157/1077 - Train Accuracy:  0.323, Validation Accuracy:  0.380, Loss:  2.991
Epoch   0 Batch  158/1077 - Train Accuracy:  0.358, Validation Accuracy:  0.381, Loss:  2.904
Epoch   0 Batch  159/1077 - Train Accuracy:  0.348, Validation Accuracy:  0.381, Loss:  2.875
Epoch   0 Batch  160/1077 - Train Accuracy:  0.319, Validation Accuracy:  0.382, Loss:  2.973
Epoch   0 Batch  161/1077 - Train Accuracy:  0.314, Validation Accuracy:  0.382, Loss:  3.016
Epoch   0 Batch  162/1077 - Train Accuracy:  0.319, Validation Accuracy:  0.383, Loss:  2.970
Epoch   0 Batch  163/1077 - Train Accuracy:  0.289, Validation Accuracy:  0.384, Loss:  3.086
Epoch   0 Batch  164/1077 - Train Accuracy:  0.314, Validation Accuracy:  0.386, Loss:  3.009
Epoch   0 Batch  165/1077 - Train Accuracy:  0.309, Validation Accuracy:  0.387, Loss:  2.978
Epoch   0 Batch  166/1077 - Train Accuracy:  0.358, Validation Accuracy:  0.387, Loss:  2.880
Epoch   0 Batch  167/1077 - Train Accuracy:  0.316, Validation Accuracy:  0.387, Loss:  2.979
Epoch   0 Batch  168/1077 - Train Accuracy:  0.300, Validation Accuracy:  0.388, Loss:  3.062
Epoch   0 Batch  169/1077 - Train Accuracy:  0.379, Validation Accuracy:  0.386, Loss:  2.797
Epoch   0 Batch  170/1077 - Train Accuracy:  0.296, Validation Accuracy:  0.384, Loss:  3.022
Epoch   0 Batch  171/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.382, Loss:  2.766
Epoch   0 Batch  172/1077 - Train Accuracy:  0.353, Validation Accuracy:  0.380, Loss:  2.803
Epoch   0 Batch  173/1077 - Train Accuracy:  0.280, Validation Accuracy:  0.380, Loss:  3.108
Epoch   0 Batch  174/1077 - Train Accuracy:  0.321, Validation Accuracy:  0.381, Loss:  2.903
Epoch   0 Batch  175/1077 - Train Accuracy:  0.350, Validation Accuracy:  0.384, Loss:  2.847
Epoch   0 Batch  176/1077 - Train Accuracy:  0.308, Validation Accuracy:  0.386, Loss:  2.954
Epoch   0 Batch  177/1077 - Train Accuracy:  0.300, Validation Accuracy:  0.388, Loss:  3.038
Epoch   0 Batch  178/1077 - Train Accuracy:  0.349, Validation Accuracy:  0.392, Loss:  2.846
Epoch   0 Batch  179/1077 - Train Accuracy:  0.322, Validation Accuracy:  0.393, Loss:  2.962
Epoch   0 Batch  180/1077 - Train Accuracy:  0.337, Validation Accuracy:  0.396, Loss:  2.894
Epoch   0 Batch  181/1077 - Train Accuracy:  0.343, Validation Accuracy:  0.395, Loss:  2.886
Epoch   0 Batch  182/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.393, Loss:  2.813
Epoch   0 Batch  183/1077 - Train Accuracy:  0.319, Validation Accuracy:  0.391, Loss:  2.937
Epoch   0 Batch  184/1077 - Train Accuracy:  0.333, Validation Accuracy:  0.396, Loss:  2.863
Epoch   0 Batch  185/1077 - Train Accuracy:  0.331, Validation Accuracy:  0.395, Loss:  2.917
Epoch   0 Batch  186/1077 - Train Accuracy:  0.325, Validation Accuracy:  0.397, Loss:  2.928
Epoch   0 Batch  187/1077 - Train Accuracy:  0.323, Validation Accuracy:  0.398, Loss:  2.900
Epoch   0 Batch  188/1077 - Train Accuracy:  0.333, Validation Accuracy:  0.400, Loss:  2.858
Epoch   0 Batch  189/1077 - Train Accuracy:  0.328, Validation Accuracy:  0.405, Loss:  2.917
Epoch   0 Batch  190/1077 - Train Accuracy:  0.337, Validation Accuracy:  0.404, Loss:  2.863
Epoch   0 Batch  191/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.403, Loss:  2.640
Epoch   0 Batch  192/1077 - Train Accuracy:  0.338, Validation Accuracy:  0.402, Loss:  2.846
Epoch   0 Batch  193/1077 - Train Accuracy:  0.367, Validation Accuracy:  0.404, Loss:  2.760
Epoch   0 Batch  194/1077 - Train Accuracy:  0.375, Validation Accuracy:  0.407, Loss:  2.739
Epoch   0 Batch  195/1077 - Train Accuracy:  0.323, Validation Accuracy:  0.400, Loss:  2.881
Epoch   0 Batch  196/1077 - Train Accuracy:  0.342, Validation Accuracy:  0.396, Loss:  2.794
Epoch   0 Batch  197/1077 - Train Accuracy:  0.362, Validation Accuracy:  0.397, Loss:  2.739
Epoch   0 Batch  198/1077 - Train Accuracy:  0.378, Validation Accuracy:  0.406, Loss:  2.678
Epoch   0 Batch  199/1077 - Train Accuracy:  0.344, Validation Accuracy:  0.406, Loss:  2.810
Epoch   0 Batch  200/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.407, Loss:  2.824
Epoch   0 Batch  201/1077 - Train Accuracy:  0.359, Validation Accuracy:  0.408, Loss:  2.759
Epoch   0 Batch  202/1077 - Train Accuracy:  0.350, Validation Accuracy:  0.409, Loss:  2.816
Epoch   0 Batch  203/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.409, Loss:  2.746
Epoch   0 Batch  204/1077 - Train Accuracy:  0.348, Validation Accuracy:  0.406, Loss:  2.772
Epoch   0 Batch  205/1077 - Train Accuracy:  0.353, Validation Accuracy:  0.406, Loss:  2.790
Epoch   0 Batch  206/1077 - Train Accuracy:  0.349, Validation Accuracy:  0.403, Loss:  2.789
Epoch   0 Batch  207/1077 - Train Accuracy:  0.325, Validation Accuracy:  0.393, Loss:  2.838
Epoch   0 Batch  208/1077 - Train Accuracy:  0.369, Validation Accuracy:  0.396, Loss:  2.724
Epoch   0 Batch  209/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.402, Loss:  2.642
Epoch   0 Batch  210/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.405, Loss:  2.707
Epoch   0 Batch  211/1077 - Train Accuracy:  0.347, Validation Accuracy:  0.410, Loss:  2.781
Epoch   0 Batch  212/1077 - Train Accuracy:  0.379, Validation Accuracy:  0.407, Loss:  2.660
Epoch   0 Batch  213/1077 - Train Accuracy:  0.354, Validation Accuracy:  0.403, Loss:  2.729
Epoch   0 Batch  214/1077 - Train Accuracy:  0.341, Validation Accuracy:  0.401, Loss:  2.767
Epoch   0 Batch  215/1077 - Train Accuracy:  0.335, Validation Accuracy:  0.401, Loss:  2.785
Epoch   0 Batch  216/1077 - Train Accuracy:  0.348, Validation Accuracy:  0.402, Loss:  2.776
Epoch   0 Batch  217/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.410, Loss:  2.693
Epoch   0 Batch  218/1077 - Train Accuracy:  0.342, Validation Accuracy:  0.418, Loss:  2.842
Epoch   0 Batch  219/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.420, Loss:  2.729
Epoch   0 Batch  220/1077 - Train Accuracy:  0.338, Validation Accuracy:  0.419, Loss:  2.812
Epoch   0 Batch  221/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.420, Loss:  2.753
Epoch   0 Batch  222/1077 - Train Accuracy:  0.337, Validation Accuracy:  0.417, Loss:  2.818
Epoch   0 Batch  223/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.415, Loss:  2.618
Epoch   0 Batch  224/1077 - Train Accuracy:  0.364, Validation Accuracy:  0.415, Loss:  2.731
Epoch   0 Batch  225/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.414, Loss:  2.719
Epoch   0 Batch  226/1077 - Train Accuracy:  0.355, Validation Accuracy:  0.413, Loss:  2.723
Epoch   0 Batch  227/1077 - Train Accuracy:  0.343, Validation Accuracy:  0.412, Loss:  2.784
Epoch   0 Batch  228/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.418, Loss:  2.666
Epoch   0 Batch  229/1077 - Train Accuracy:  0.377, Validation Accuracy:  0.424, Loss:  2.694
Epoch   0 Batch  230/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.424, Loss:  2.549
Epoch   0 Batch  231/1077 - Train Accuracy:  0.376, Validation Accuracy:  0.430, Loss:  2.676
Epoch   0 Batch  232/1077 - Train Accuracy:  0.351, Validation Accuracy:  0.439, Loss:  2.826
Epoch   0 Batch  233/1077 - Train Accuracy:  0.382, Validation Accuracy:  0.436, Loss:  2.709
Epoch   0 Batch  234/1077 - Train Accuracy:  0.420, Validation Accuracy:  0.436, Loss:  2.569
Epoch   0 Batch  235/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.435, Loss:  2.521
Epoch   0 Batch  236/1077 - Train Accuracy:  0.367, Validation Accuracy:  0.423, Loss:  2.702
Epoch   0 Batch  237/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.427, Loss:  2.564
Epoch   0 Batch  238/1077 - Train Accuracy:  0.364, Validation Accuracy:  0.424, Loss:  2.675
Epoch   0 Batch  239/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.425, Loss:  2.572
Epoch   0 Batch  240/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.423, Loss:  2.607
Epoch   0 Batch  241/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.424, Loss:  2.571
Epoch   0 Batch  242/1077 - Train Accuracy:  0.359, Validation Accuracy:  0.430, Loss:  2.713
Epoch   0 Batch  243/1077 - Train Accuracy:  0.355, Validation Accuracy:  0.432, Loss:  2.742
Epoch   0 Batch  244/1077 - Train Accuracy:  0.422, Validation Accuracy:  0.430, Loss:  2.503
Epoch   0 Batch  245/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.438, Loss:  2.566
Epoch   0 Batch  246/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.436, Loss:  2.644
Epoch   0 Batch  247/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.433, Loss:  2.487
Epoch   0 Batch  248/1077 - Train Accuracy:  0.397, Validation Accuracy:  0.435, Loss:  2.586
Epoch   0 Batch  249/1077 - Train Accuracy:  0.381, Validation Accuracy:  0.434, Loss:  2.631
Epoch   0 Batch  250/1077 - Train Accuracy:  0.413, Validation Accuracy:  0.430, Loss:  2.459
Epoch   0 Batch  251/1077 - Train Accuracy:  0.392, Validation Accuracy:  0.429, Loss:  2.575
Epoch   0 Batch  252/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.425, Loss:  2.584
Epoch   0 Batch  253/1077 - Train Accuracy:  0.413, Validation Accuracy:  0.425, Loss:  2.447
Epoch   0 Batch  254/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.442, Loss:  2.593
Epoch   0 Batch  255/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.440, Loss:  2.589
Epoch   0 Batch  256/1077 - Train Accuracy:  0.370, Validation Accuracy:  0.436, Loss:  2.613
Epoch   0 Batch  257/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.436, Loss:  2.496
Epoch   0 Batch  258/1077 - Train Accuracy:  0.419, Validation Accuracy:  0.436, Loss:  2.439
Epoch   0 Batch  259/1077 - Train Accuracy:  0.384, Validation Accuracy:  0.435, Loss:  2.571
Epoch   0 Batch  260/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.441, Loss:  2.474
Epoch   0 Batch  261/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.434, Loss:  2.517
Epoch   0 Batch  262/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.442, Loss:  2.585
Epoch   0 Batch  263/1077 - Train Accuracy:  0.409, Validation Accuracy:  0.446, Loss:  2.531
Epoch   0 Batch  264/1077 - Train Accuracy:  0.377, Validation Accuracy:  0.444, Loss:  2.590
Epoch   0 Batch  265/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.444, Loss:  2.537
Epoch   0 Batch  266/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.439, Loss:  2.413
Epoch   0 Batch  267/1077 - Train Accuracy:  0.409, Validation Accuracy:  0.438, Loss:  2.425
Epoch   0 Batch  268/1077 - Train Accuracy:  0.398, Validation Accuracy:  0.435, Loss:  2.530
Epoch   0 Batch  269/1077 - Train Accuracy:  0.356, Validation Accuracy:  0.437, Loss:  2.660
Epoch   0 Batch  270/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.437, Loss:  2.644
Epoch   0 Batch  271/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.438, Loss:  2.536
Epoch   0 Batch  272/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.437, Loss:  2.467
Epoch   0 Batch  273/1077 - Train Accuracy:  0.404, Validation Accuracy:  0.436, Loss:  2.442
Epoch   0 Batch  274/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.436, Loss:  2.460
Epoch   0 Batch  275/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.438, Loss:  2.394
Epoch   0 Batch  276/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.431, Loss:  2.557
Epoch   0 Batch  277/1077 - Train Accuracy:  0.413, Validation Accuracy:  0.431, Loss:  2.403
Epoch   0 Batch  278/1077 - Train Accuracy:  0.386, Validation Accuracy:  0.440, Loss:  2.581
Epoch   0 Batch  279/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.439, Loss:  2.617
Epoch   0 Batch  280/1077 - Train Accuracy:  0.386, Validation Accuracy:  0.430, Loss:  2.489
Epoch   0 Batch  281/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.427, Loss:  2.498
Epoch   0 Batch  282/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.432, Loss:  2.539
Epoch   0 Batch  283/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.436, Loss:  2.473
Epoch   0 Batch  284/1077 - Train Accuracy:  0.370, Validation Accuracy:  0.438, Loss:  2.540
Epoch   0 Batch  285/1077 - Train Accuracy:  0.422, Validation Accuracy:  0.439, Loss:  2.376
Epoch   0 Batch  286/1077 - Train Accuracy:  0.437, Validation Accuracy:  0.443, Loss:  2.328
Epoch   0 Batch  287/1077 - Train Accuracy:  0.386, Validation Accuracy:  0.442, Loss:  2.469
Epoch   0 Batch  288/1077 - Train Accuracy:  0.366, Validation Accuracy:  0.440, Loss:  2.566
Epoch   0 Batch  289/1077 - Train Accuracy:  0.402, Validation Accuracy:  0.437, Loss:  2.421
Epoch   0 Batch  290/1077 - Train Accuracy:  0.382, Validation Accuracy:  0.444, Loss:  2.482
Epoch   0 Batch  291/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.439, Loss:  2.399
Epoch   0 Batch  292/1077 - Train Accuracy:  0.421, Validation Accuracy:  0.435, Loss:  2.360
Epoch   0 Batch  293/1077 - Train Accuracy:  0.368, Validation Accuracy:  0.443, Loss:  2.546
Epoch   0 Batch  294/1077 - Train Accuracy:  0.449, Validation Accuracy:  0.447, Loss:  2.258
Epoch   0 Batch  295/1077 - Train Accuracy:  0.379, Validation Accuracy:  0.444, Loss:  2.529
Epoch   0 Batch  296/1077 - Train Accuracy:  0.415, Validation Accuracy:  0.436, Loss:  2.303
Epoch   0 Batch  297/1077 - Train Accuracy:  0.378, Validation Accuracy:  0.438, Loss:  2.487
Epoch   0 Batch  298/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.450, Loss:  2.470
Epoch   0 Batch  299/1077 - Train Accuracy:  0.407, Validation Accuracy:  0.449, Loss:  2.375
Epoch   0 Batch  300/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.444, Loss:  2.551
Epoch   0 Batch  301/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.440, Loss:  2.432
Epoch   0 Batch  302/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.444, Loss:  2.408
Epoch   0 Batch  303/1077 - Train Accuracy:  0.400, Validation Accuracy:  0.451, Loss:  2.463
Epoch   0 Batch  304/1077 - Train Accuracy:  0.444, Validation Accuracy:  0.450, Loss:  2.329
Epoch   0 Batch  305/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.446, Loss:  2.421
Epoch   0 Batch  306/1077 - Train Accuracy:  0.404, Validation Accuracy:  0.439, Loss:  2.320
Epoch   0 Batch  307/1077 - Train Accuracy:  0.401, Validation Accuracy:  0.445, Loss:  2.405
Epoch   0 Batch  308/1077 - Train Accuracy:  0.389, Validation Accuracy:  0.446, Loss:  2.491
Epoch   0 Batch  309/1077 - Train Accuracy:  0.425, Validation Accuracy:  0.448, Loss:  2.314
Epoch   0 Batch  310/1077 - Train Accuracy:  0.381, Validation Accuracy:  0.449, Loss:  2.432
Epoch   0 Batch  311/1077 - Train Accuracy:  0.429, Validation Accuracy:  0.449, Loss:  2.272
Epoch   0 Batch  312/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.453, Loss:  2.435
Epoch   0 Batch  313/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.452, Loss:  2.413
Epoch   0 Batch  314/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.450, Loss:  2.377
Epoch   0 Batch  315/1077 - Train Accuracy:  0.420, Validation Accuracy:  0.451, Loss:  2.300
Epoch   0 Batch  316/1077 - Train Accuracy:  0.424, Validation Accuracy:  0.450, Loss:  2.300
Epoch   0 Batch  317/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.448, Loss:  2.489
Epoch   0 Batch  318/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.452, Loss:  2.412
Epoch   0 Batch  319/1077 - Train Accuracy:  0.407, Validation Accuracy:  0.449, Loss:  2.393
Epoch   0 Batch  320/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.447, Loss:  2.366
Epoch   0 Batch  321/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.450, Loss:  2.360
Epoch   0 Batch  322/1077 - Train Accuracy:  0.407, Validation Accuracy:  0.451, Loss:  2.309
Epoch   0 Batch  323/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.449, Loss:  2.302
Epoch   0 Batch  324/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.446, Loss:  2.372
Epoch   0 Batch  325/1077 - Train Accuracy:  0.438, Validation Accuracy:  0.446, Loss:  2.227
Epoch   0 Batch  326/1077 - Train Accuracy:  0.415, Validation Accuracy:  0.440, Loss:  2.210
Epoch   0 Batch  327/1077 - Train Accuracy:  0.389, Validation Accuracy:  0.440, Loss:  2.371
Epoch   0 Batch  328/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.440, Loss:  2.292
Epoch   0 Batch  329/1077 - Train Accuracy:  0.387, Validation Accuracy:  0.444, Loss:  2.385
Epoch   0 Batch  330/1077 - Train Accuracy:  0.415, Validation Accuracy:  0.450, Loss:  2.307
Epoch   0 Batch  331/1077 - Train Accuracy:  0.389, Validation Accuracy:  0.452, Loss:  2.356
Epoch   0 Batch  332/1077 - Train Accuracy:  0.433, Validation Accuracy:  0.460, Loss:  2.210
Epoch   0 Batch  333/1077 - Train Accuracy:  0.400, Validation Accuracy:  0.457, Loss:  2.380
Epoch   0 Batch  334/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.449, Loss:  2.299
Epoch   0 Batch  335/1077 - Train Accuracy:  0.426, Validation Accuracy:  0.438, Loss:  2.169
Epoch   0 Batch  336/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.431, Loss:  2.307
Epoch   0 Batch  337/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.434, Loss:  2.325
Epoch   0 Batch  338/1077 - Train Accuracy:  0.409, Validation Accuracy:  0.445, Loss:  2.309
Epoch   0 Batch  339/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.448, Loss:  2.251
Epoch   0 Batch  340/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.447, Loss:  2.412
Epoch   0 Batch  341/1077 - Train Accuracy:  0.399, Validation Accuracy:  0.447, Loss:  2.309
Epoch   0 Batch  342/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.455, Loss:  2.241
Epoch   0 Batch  343/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.459, Loss:  2.320
Epoch   0 Batch  344/1077 - Train Accuracy:  0.407, Validation Accuracy:  0.458, Loss:  2.336
Epoch   0 Batch  345/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.456, Loss:  2.199
Epoch   0 Batch  346/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.450, Loss:  2.293
Epoch   0 Batch  347/1077 - Train Accuracy:  0.442, Validation Accuracy:  0.452, Loss:  2.188
Epoch   0 Batch  348/1077 - Train Accuracy:  0.431, Validation Accuracy:  0.455, Loss:  2.159
Epoch   0 Batch  349/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.462, Loss:  2.263
Epoch   0 Batch  350/1077 - Train Accuracy:  0.408, Validation Accuracy:  0.468, Loss:  2.322
Epoch   0 Batch  351/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.472, Loss:  2.394
Epoch   0 Batch  352/1077 - Train Accuracy:  0.402, Validation Accuracy:  0.471, Loss:  2.363
Epoch   0 Batch  353/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.469, Loss:  2.406
Epoch   0 Batch  354/1077 - Train Accuracy:  0.421, Validation Accuracy:  0.467, Loss:  2.284
Epoch   0 Batch  355/1077 - Train Accuracy:  0.431, Validation Accuracy:  0.464, Loss:  2.209
Epoch   0 Batch  356/1077 - Train Accuracy:  0.422, Validation Accuracy:  0.467, Loss:  2.251
Epoch   0 Batch  357/1077 - Train Accuracy:  0.454, Validation Accuracy:  0.467, Loss:  2.090
Epoch   0 Batch  358/1077 - Train Accuracy:  0.384, Validation Accuracy:  0.471, Loss:  2.313
Epoch   0 Batch  359/1077 - Train Accuracy:  0.422, Validation Accuracy:  0.471, Loss:  2.221
Epoch   0 Batch  360/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.473, Loss:  2.229
Epoch   0 Batch  361/1077 - Train Accuracy:  0.392, Validation Accuracy:  0.475, Loss:  2.316
Epoch   0 Batch  362/1077 - Train Accuracy:  0.447, Validation Accuracy:  0.476, Loss:  2.166
Epoch   0 Batch  363/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.471, Loss:  2.257
Epoch   0 Batch  364/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.471, Loss:  2.231
Epoch   0 Batch  365/1077 - Train Accuracy:  0.408, Validation Accuracy:  0.466, Loss:  2.279
Epoch   0 Batch  366/1077 - Train Accuracy:  0.415, Validation Accuracy:  0.462, Loss:  2.226
Epoch   0 Batch  367/1077 - Train Accuracy:  0.448, Validation Accuracy:  0.462, Loss:  2.102
Epoch   0 Batch  368/1077 - Train Accuracy:  0.422, Validation Accuracy:  0.464, Loss:  2.229
Epoch   0 Batch  369/1077 - Train Accuracy:  0.430, Validation Accuracy:  0.459, Loss:  2.156
Epoch   0 Batch  370/1077 - Train Accuracy:  0.413, Validation Accuracy:  0.456, Loss:  2.149
Epoch   0 Batch  371/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.473, Loss:  2.182
Epoch   0 Batch  372/1077 - Train Accuracy:  0.430, Validation Accuracy:  0.480, Loss:  2.166
Epoch   0 Batch  373/1077 - Train Accuracy:  0.456, Validation Accuracy:  0.485, Loss:  2.075
Epoch   0 Batch  374/1077 - Train Accuracy:  0.401, Validation Accuracy:  0.469, Loss:  2.271
Epoch   0 Batch  375/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.464, Loss:  2.010
Epoch   0 Batch  376/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.469, Loss:  2.027
Epoch   0 Batch  377/1077 - Train Accuracy:  0.429, Validation Accuracy:  0.468, Loss:  2.203
Epoch   0 Batch  378/1077 - Train Accuracy:  0.400, Validation Accuracy:  0.464, Loss:  2.210
Epoch   0 Batch  379/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.461, Loss:  2.171
Epoch   0 Batch  380/1077 - Train Accuracy:  0.428, Validation Accuracy:  0.464, Loss:  2.137
Epoch   0 Batch  381/1077 - Train Accuracy:  0.423, Validation Accuracy:  0.454, Loss:  2.153
Epoch   0 Batch  382/1077 - Train Accuracy:  0.449, Validation Accuracy:  0.455, Loss:  2.118
Epoch   0 Batch  383/1077 - Train Accuracy:  0.460, Validation Accuracy:  0.457, Loss:  2.061
Epoch   0 Batch  384/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.464, Loss:  2.168
Epoch   0 Batch  385/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.462, Loss:  2.183
Epoch   0 Batch  386/1077 - Train Accuracy:  0.438, Validation Accuracy:  0.447, Loss:  2.060
Epoch   0 Batch  387/1077 - Train Accuracy:  0.434, Validation Accuracy:  0.445, Loss:  2.080
Epoch   0 Batch  388/1077 - Train Accuracy:  0.428, Validation Accuracy:  0.454, Loss:  2.058
Epoch   0 Batch  389/1077 - Train Accuracy:  0.427, Validation Accuracy:  0.463, Loss:  2.111
Epoch   0 Batch  390/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.464, Loss:  2.219
Epoch   0 Batch  391/1077 - Train Accuracy:  0.450, Validation Accuracy:  0.464, Loss:  2.028
Epoch   0 Batch  392/1077 - Train Accuracy:  0.425, Validation Accuracy:  0.456, Loss:  2.077
Epoch   0 Batch  393/1077 - Train Accuracy:  0.448, Validation Accuracy:  0.451, Loss:  2.033
Epoch   0 Batch  394/1077 - Train Accuracy:  0.394, Validation Accuracy:  0.448, Loss:  2.174
Epoch   0 Batch  395/1077 - Train Accuracy:  0.442, Validation Accuracy:  0.455, Loss:  2.032
Epoch   0 Batch  396/1077 - Train Accuracy:  0.421, Validation Accuracy:  0.458, Loss:  2.096
Epoch   0 Batch  397/1077 - Train Accuracy:  0.439, Validation Accuracy:  0.458, Loss:  1.989
Epoch   0 Batch  398/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.439, Loss:  2.193
Epoch   0 Batch  399/1077 - Train Accuracy:  0.344, Validation Accuracy:  0.435, Loss:  2.243
Epoch   0 Batch  400/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.446, Loss:  2.122
Epoch   0 Batch  401/1077 - Train Accuracy:  0.429, Validation Accuracy:  0.454, Loss:  2.083
Epoch   0 Batch  402/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.459, Loss:  2.096
Epoch   0 Batch  403/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.441, Loss:  2.095
Epoch   0 Batch  404/1077 - Train Accuracy:  0.424, Validation Accuracy:  0.436, Loss:  1.962
Epoch   0 Batch  405/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.452, Loss:  2.141
Epoch   0 Batch  406/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.459, Loss:  2.109
Epoch   0 Batch  407/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.451, Loss:  2.124
Epoch   0 Batch  408/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.448, Loss:  2.066
Epoch   0 Batch  409/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.451, Loss:  2.076
Epoch   0 Batch  410/1077 - Train Accuracy:  0.384, Validation Accuracy:  0.452, Loss:  2.167
Epoch   0 Batch  411/1077 - Train Accuracy:  0.443, Validation Accuracy:  0.450, Loss:  1.968
Epoch   0 Batch  412/1077 - Train Accuracy:  0.399, Validation Accuracy:  0.445, Loss:  2.027
Epoch   0 Batch  413/1077 - Train Accuracy:  0.420, Validation Accuracy:  0.449, Loss:  2.043
Epoch   0 Batch  414/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.449, Loss:  2.108
Epoch   0 Batch  415/1077 - Train Accuracy:  0.438, Validation Accuracy:  0.445, Loss:  1.966
Epoch   0 Batch  416/1077 - Train Accuracy:  0.407, Validation Accuracy:  0.449, Loss:  2.035
Epoch   0 Batch  417/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.455, Loss:  2.045
Epoch   0 Batch  418/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.457, Loss:  2.036
Epoch   0 Batch  419/1077 - Train Accuracy:  0.397, Validation Accuracy:  0.443, Loss:  2.066
Epoch   0 Batch  420/1077 - Train Accuracy:  0.402, Validation Accuracy:  0.442, Loss:  2.034
Epoch   0 Batch  421/1077 - Train Accuracy:  0.404, Validation Accuracy:  0.444, Loss:  2.042
Epoch   0 Batch  422/1077 - Train Accuracy:  0.438, Validation Accuracy:  0.453, Loss:  1.955
Epoch   0 Batch  423/1077 - Train Accuracy:  0.423, Validation Accuracy:  0.458, Loss:  2.068
Epoch   0 Batch  424/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.451, Loss:  2.049
Epoch   0 Batch  425/1077 - Train Accuracy:  0.424, Validation Accuracy:  0.443, Loss:  1.965
Epoch   0 Batch  426/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.439, Loss:  2.026
Epoch   0 Batch  427/1077 - Train Accuracy:  0.415, Validation Accuracy:  0.437, Loss:  2.024
Epoch   0 Batch  428/1077 - Train Accuracy:  0.453, Validation Accuracy:  0.452, Loss:  1.926
Epoch   0 Batch  429/1077 - Train Accuracy:  0.419, Validation Accuracy:  0.450, Loss:  2.010
Epoch   0 Batch  430/1077 - Train Accuracy:  0.392, Validation Accuracy:  0.436, Loss:  2.007
Epoch   0 Batch  431/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.431, Loss:  2.056
Epoch   0 Batch  432/1077 - Train Accuracy:  0.430, Validation Accuracy:  0.439, Loss:  1.993
Epoch   0 Batch  433/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.449, Loss:  2.037
Epoch   0 Batch  434/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.444, Loss:  2.038
Epoch   0 Batch  435/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.445, Loss:  2.093
Epoch   0 Batch  436/1077 - Train Accuracy:  0.423, Validation Accuracy:  0.438, Loss:  1.918
Epoch   0 Batch  437/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.442, Loss:  2.037
Epoch   0 Batch  438/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.438, Loss:  1.971
Epoch   0 Batch  439/1077 - Train Accuracy:  0.408, Validation Accuracy:  0.444, Loss:  2.022
Epoch   0 Batch  440/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.439, Loss:  1.986
Epoch   0 Batch  441/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.447, Loss:  1.993
Epoch   0 Batch  442/1077 - Train Accuracy:  0.423, Validation Accuracy:  0.434, Loss:  1.917
Epoch   0 Batch  443/1077 - Train Accuracy:  0.420, Validation Accuracy:  0.436, Loss:  1.892
Epoch   0 Batch  444/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.440, Loss:  1.989
Epoch   0 Batch  445/1077 - Train Accuracy:  0.372, Validation Accuracy:  0.441, Loss:  2.071
Epoch   0 Batch  446/1077 - Train Accuracy:  0.431, Validation Accuracy:  0.439, Loss:  1.843
Epoch   0 Batch  447/1077 - Train Accuracy:  0.386, Validation Accuracy:  0.431, Loss:  1.996
Epoch   0 Batch  448/1077 - Train Accuracy:  0.402, Validation Accuracy:  0.428, Loss:  1.964
Epoch   0 Batch  449/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.437, Loss:  2.029
Epoch   0 Batch  450/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.449, Loss:  1.967
Epoch   0 Batch  451/1077 - Train Accuracy:  0.430, Validation Accuracy:  0.450, Loss:  1.889
Epoch   0 Batch  452/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.452, Loss:  1.913
Epoch   0 Batch  453/1077 - Train Accuracy:  0.430, Validation Accuracy:  0.451, Loss:  1.903
Epoch   0 Batch  454/1077 - Train Accuracy:  0.392, Validation Accuracy:  0.451, Loss:  1.922
Epoch   0 Batch  455/1077 - Train Accuracy:  0.448, Validation Accuracy:  0.442, Loss:  1.791
Epoch   0 Batch  456/1077 - Train Accuracy:  0.399, Validation Accuracy:  0.441, Loss:  1.922
Epoch   0 Batch  457/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.438, Loss:  1.880
Epoch   0 Batch  458/1077 - Train Accuracy:  0.394, Validation Accuracy:  0.436, Loss:  1.921
Epoch   0 Batch  459/1077 - Train Accuracy:  0.428, Validation Accuracy:  0.438, Loss:  1.851
Epoch   0 Batch  460/1077 - Train Accuracy:  0.387, Validation Accuracy:  0.438, Loss:  1.946
Epoch   0 Batch  461/1077 - Train Accuracy:  0.383, Validation Accuracy:  0.424, Loss:  1.920
Epoch   0 Batch  462/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.418, Loss:  1.910
Epoch   0 Batch  463/1077 - Train Accuracy:  0.372, Validation Accuracy:  0.425, Loss:  1.934
Epoch   0 Batch  464/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.434, Loss:  1.861
Epoch   0 Batch  465/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.439, Loss:  2.038
Epoch   0 Batch  466/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.431, Loss:  1.891
Epoch   0 Batch  467/1077 - Train Accuracy:  0.432, Validation Accuracy:  0.420, Loss:  1.781
Epoch   0 Batch  468/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.406, Loss:  1.887
Epoch   0 Batch  469/1077 - Train Accuracy:  0.365, Validation Accuracy:  0.412, Loss:  1.938
Epoch   0 Batch  470/1077 - Train Accuracy:  0.365, Validation Accuracy:  0.427, Loss:  1.956
Epoch   0 Batch  471/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.433, Loss:  1.862
Epoch   0 Batch  472/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.436, Loss:  1.888
Epoch   0 Batch  473/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.427, Loss:  1.874
Epoch   0 Batch  474/1077 - Train Accuracy:  0.371, Validation Accuracy:  0.417, Loss:  1.916
Epoch   0 Batch  475/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.430, Loss:  1.814
Epoch   0 Batch  476/1077 - Train Accuracy:  0.375, Validation Accuracy:  0.436, Loss:  1.959
Epoch   0 Batch  477/1077 - Train Accuracy:  0.446, Validation Accuracy:  0.445, Loss:  1.757
Epoch   0 Batch  478/1077 - Train Accuracy:  0.352, Validation Accuracy:  0.447, Loss:  1.971
Epoch   0 Batch  479/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.440, Loss:  1.909
Epoch   0 Batch  480/1077 - Train Accuracy:  0.375, Validation Accuracy:  0.428, Loss:  1.911
Epoch   0 Batch  481/1077 - Train Accuracy:  0.372, Validation Accuracy:  0.434, Loss:  1.881
Epoch   0 Batch  482/1077 - Train Accuracy:  0.376, Validation Accuracy:  0.443, Loss:  1.926
Epoch   0 Batch  483/1077 - Train Accuracy:  0.387, Validation Accuracy:  0.445, Loss:  1.896
Epoch   0 Batch  484/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.444, Loss:  1.853
Epoch   0 Batch  485/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.435, Loss:  1.876
Epoch   0 Batch  486/1077 - Train Accuracy:  0.367, Validation Accuracy:  0.431, Loss:  1.954
Epoch   0 Batch  487/1077 - Train Accuracy:  0.352, Validation Accuracy:  0.429, Loss:  1.938
Epoch   0 Batch  488/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.436, Loss:  1.911
Epoch   0 Batch  489/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.447, Loss:  1.777
Epoch   0 Batch  490/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.446, Loss:  1.881
Epoch   0 Batch  491/1077 - Train Accuracy:  0.409, Validation Accuracy:  0.441, Loss:  1.805
Epoch   0 Batch  492/1077 - Train Accuracy:  0.384, Validation Accuracy:  0.436, Loss:  1.838
Epoch   0 Batch  493/1077 - Train Accuracy:  0.435, Validation Accuracy:  0.431, Loss:  1.761
Epoch   0 Batch  494/1077 - Train Accuracy:  0.401, Validation Accuracy:  0.436, Loss:  1.819
Epoch   0 Batch  495/1077 - Train Accuracy:  0.398, Validation Accuracy:  0.450, Loss:  1.824
Epoch   0 Batch  496/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.447, Loss:  1.895
Epoch   0 Batch  497/1077 - Train Accuracy:  0.354, Validation Accuracy:  0.449, Loss:  1.939
Epoch   0 Batch  498/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.445, Loss:  1.806
Epoch   0 Batch  499/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.451, Loss:  1.749
Epoch   0 Batch  500/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.442, Loss:  1.818
Epoch   0 Batch  501/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.447, Loss:  1.827
Epoch   0 Batch  502/1077 - Train Accuracy:  0.404, Validation Accuracy:  0.446, Loss:  1.793
Epoch   0 Batch  503/1077 - Train Accuracy:  0.409, Validation Accuracy:  0.447, Loss:  1.789
Epoch   0 Batch  504/1077 - Train Accuracy:  0.369, Validation Accuracy:  0.441, Loss:  1.828
Epoch   0 Batch  505/1077 - Train Accuracy:  0.434, Validation Accuracy:  0.443, Loss:  1.718
Epoch   0 Batch  506/1077 - Train Accuracy:  0.404, Validation Accuracy:  0.440, Loss:  1.795
Epoch   0 Batch  507/1077 - Train Accuracy:  0.389, Validation Accuracy:  0.440, Loss:  1.779
Epoch   0 Batch  508/1077 - Train Accuracy:  0.401, Validation Accuracy:  0.442, Loss:  1.718
Epoch   0 Batch  509/1077 - Train Accuracy:  0.394, Validation Accuracy:  0.443, Loss:  1.768
Epoch   0 Batch  510/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.444, Loss:  1.763
Epoch   0 Batch  511/1077 - Train Accuracy:  0.362, Validation Accuracy:  0.442, Loss:  1.858
Epoch   0 Batch  512/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.449, Loss:  1.826
Epoch   0 Batch  513/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.450, Loss:  1.790
Epoch   0 Batch  514/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.452, Loss:  1.798
Epoch   0 Batch  515/1077 - Train Accuracy:  0.398, Validation Accuracy:  0.452, Loss:  1.812
Epoch   0 Batch  516/1077 - Train Accuracy:  0.459, Validation Accuracy:  0.448, Loss:  1.698
Epoch   0 Batch  517/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.445, Loss:  1.725
Epoch   0 Batch  518/1077 - Train Accuracy:  0.408, Validation Accuracy:  0.440, Loss:  1.732
Epoch   0 Batch  519/1077 - Train Accuracy:  0.382, Validation Accuracy:  0.445, Loss:  1.794
Epoch   0 Batch  520/1077 - Train Accuracy:  0.446, Validation Accuracy:  0.452, Loss:  1.699
Epoch   0 Batch  521/1077 - Train Accuracy:  0.425, Validation Accuracy:  0.450, Loss:  1.753
Epoch   0 Batch  522/1077 - Train Accuracy:  0.398, Validation Accuracy:  0.440, Loss:  1.793
Epoch   0 Batch  523/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.438, Loss:  1.795
Epoch   0 Batch  524/1077 - Train Accuracy:  0.382, Validation Accuracy:  0.432, Loss:  1.790
Epoch   0 Batch  525/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.434, Loss:  1.785
Epoch   0 Batch  526/1077 - Train Accuracy:  0.389, Validation Accuracy:  0.432, Loss:  1.818
Epoch   0 Batch  527/1077 - Train Accuracy:  0.369, Validation Accuracy:  0.434, Loss:  1.810
Epoch   0 Batch  528/1077 - Train Accuracy:  0.409, Validation Accuracy:  0.448, Loss:  1.737
Epoch   0 Batch  529/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.460, Loss:  1.722
Epoch   0 Batch  530/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.461, Loss:  1.793
Epoch   0 Batch  531/1077 - Train Accuracy:  0.425, Validation Accuracy:  0.455, Loss:  1.747
Epoch   0 Batch  532/1077 - Train Accuracy:  0.369, Validation Accuracy:  0.447, Loss:  1.797
Epoch   0 Batch  533/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.443, Loss:  1.755
Epoch   0 Batch  534/1077 - Train Accuracy:  0.400, Validation Accuracy:  0.446, Loss:  1.682
Epoch   0 Batch  535/1077 - Train Accuracy:  0.379, Validation Accuracy:  0.445, Loss:  1.740
Epoch   0 Batch  536/1077 - Train Accuracy:  0.426, Validation Accuracy:  0.438, Loss:  1.732
Epoch   0 Batch  537/1077 - Train Accuracy:  0.362, Validation Accuracy:  0.434, Loss:  1.779
Epoch   0 Batch  538/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.428, Loss:  1.607
Epoch   0 Batch  539/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.420, Loss:  1.740
Epoch   0 Batch  540/1077 - Train Accuracy:  0.386, Validation Accuracy:  0.424, Loss:  1.685
Epoch   0 Batch  541/1077 - Train Accuracy:  0.378, Validation Accuracy:  0.438, Loss:  1.785
Epoch   0 Batch  542/1077 - Train Accuracy:  0.413, Validation Accuracy:  0.440, Loss:  1.696
Epoch   0 Batch  543/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.429, Loss:  1.735
Epoch   0 Batch  544/1077 - Train Accuracy:  0.329, Validation Accuracy:  0.423, Loss:  1.759
Epoch   0 Batch  545/1077 - Train Accuracy:  0.352, Validation Accuracy:  0.415, Loss:  1.782
Epoch   0 Batch  546/1077 - Train Accuracy:  0.354, Validation Accuracy:  0.415, Loss:  1.791
Epoch   0 Batch  547/1077 - Train Accuracy:  0.367, Validation Accuracy:  0.427, Loss:  1.725
Epoch   0 Batch  548/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.431, Loss:  1.708
Epoch   0 Batch  549/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.434, Loss:  1.773
Epoch   0 Batch  550/1077 - Train Accuracy:  0.367, Validation Accuracy:  0.430, Loss:  1.758
Epoch   0 Batch  551/1077 - Train Accuracy:  0.355, Validation Accuracy:  0.425, Loss:  1.738
Epoch   0 Batch  552/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.423, Loss:  1.703
Epoch   0 Batch  553/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.426, Loss:  1.684
Epoch   0 Batch  554/1077 - Train Accuracy:  0.359, Validation Accuracy:  0.430, Loss:  1.731
Epoch   0 Batch  555/1077 - Train Accuracy:  0.387, Validation Accuracy:  0.424, Loss:  1.679
Epoch   0 Batch  556/1077 - Train Accuracy:  0.365, Validation Accuracy:  0.411, Loss:  1.685
Epoch   0 Batch  557/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.415, Loss:  1.677
Epoch   0 Batch  558/1077 - Train Accuracy:  0.370, Validation Accuracy:  0.428, Loss:  1.676
Epoch   0 Batch  559/1077 - Train Accuracy:  0.398, Validation Accuracy:  0.429, Loss:  1.662
Epoch   0 Batch  560/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.429, Loss:  1.685
Epoch   0 Batch  561/1077 - Train Accuracy:  0.402, Validation Accuracy:  0.426, Loss:  1.605
Epoch   0 Batch  562/1077 - Train Accuracy:  0.419, Validation Accuracy:  0.413, Loss:  1.582
Epoch   0 Batch  563/1077 - Train Accuracy:  0.371, Validation Accuracy:  0.417, Loss:  1.677
Epoch   0 Batch  564/1077 - Train Accuracy:  0.371, Validation Accuracy:  0.414, Loss:  1.748
Epoch   0 Batch  565/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.424, Loss:  1.666
Epoch   0 Batch  566/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.434, Loss:  1.681
Epoch   0 Batch  567/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.431, Loss:  1.679
Epoch   0 Batch  568/1077 - Train Accuracy:  0.408, Validation Accuracy:  0.422, Loss:  1.607
Epoch   0 Batch  569/1077 - Train Accuracy:  0.375, Validation Accuracy:  0.418, Loss:  1.664
Epoch   0 Batch  570/1077 - Train Accuracy:  0.324, Validation Accuracy:  0.410, Loss:  1.734
Epoch   0 Batch  571/1077 - Train Accuracy:  0.401, Validation Accuracy:  0.414, Loss:  1.590
Epoch   0 Batch  572/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.426, Loss:  1.595
Epoch   0 Batch  573/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.425, Loss:  1.683
Epoch   0 Batch  574/1077 - Train Accuracy:  0.359, Validation Accuracy:  0.425, Loss:  1.719
Epoch   0 Batch  575/1077 - Train Accuracy:  0.381, Validation Accuracy:  0.419, Loss:  1.587
Epoch   0 Batch  576/1077 - Train Accuracy:  0.329, Validation Accuracy:  0.420, Loss:  1.728
Epoch   0 Batch  577/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.419, Loss:  1.738
Epoch   0 Batch  578/1077 - Train Accuracy:  0.363, Validation Accuracy:  0.428, Loss:  1.715
Epoch   0 Batch  579/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.428, Loss:  1.619
Epoch   0 Batch  580/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.428, Loss:  1.584
Epoch   0 Batch  581/1077 - Train Accuracy:  0.381, Validation Accuracy:  0.428, Loss:  1.657
Epoch   0 Batch  582/1077 - Train Accuracy:  0.391, Validation Accuracy:  0.425, Loss:  1.659
Epoch   0 Batch  583/1077 - Train Accuracy:  0.346, Validation Accuracy:  0.422, Loss:  1.729
Epoch   0 Batch  584/1077 - Train Accuracy:  0.375, Validation Accuracy:  0.412, Loss:  1.672
Epoch   0 Batch  585/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.416, Loss:  1.519
Epoch   0 Batch  586/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.441, Loss:  1.756
Epoch   0 Batch  587/1077 - Train Accuracy:  0.437, Validation Accuracy:  0.444, Loss:  1.601
Epoch   0 Batch  588/1077 - Train Accuracy:  0.423, Validation Accuracy:  0.432, Loss:  1.622
Epoch   0 Batch  589/1077 - Train Accuracy:  0.359, Validation Accuracy:  0.418, Loss:  1.699
Epoch   0 Batch  590/1077 - Train Accuracy:  0.326, Validation Accuracy:  0.408, Loss:  1.718
Epoch   0 Batch  591/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.398, Loss:  1.518
Epoch   0 Batch  592/1077 - Train Accuracy:  0.350, Validation Accuracy:  0.401, Loss:  1.648
Epoch   0 Batch  593/1077 - Train Accuracy:  0.372, Validation Accuracy:  0.398, Loss:  1.563
Epoch   0 Batch  594/1077 - Train Accuracy:  0.350, Validation Accuracy:  0.397, Loss:  1.655
Epoch   0 Batch  595/1077 - Train Accuracy:  0.349, Validation Accuracy:  0.399, Loss:  1.678
Epoch   0 Batch  596/1077 - Train Accuracy:  0.330, Validation Accuracy:  0.385, Loss:  1.659
Epoch   0 Batch  597/1077 - Train Accuracy:  0.323, Validation Accuracy:  0.383, Loss:  1.669
Epoch   0 Batch  598/1077 - Train Accuracy:  0.379, Validation Accuracy:  0.391, Loss:  1.594
Epoch   0 Batch  599/1077 - Train Accuracy:  0.356, Validation Accuracy:  0.400, Loss:  1.680
Epoch   0 Batch  600/1077 - Train Accuracy:  0.401, Validation Accuracy:  0.408, Loss:  1.568
Epoch   0 Batch  601/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.407, Loss:  1.545
Epoch   0 Batch  602/1077 - Train Accuracy:  0.360, Validation Accuracy:  0.409, Loss:  1.562
Epoch   0 Batch  603/1077 - Train Accuracy:  0.364, Validation Accuracy:  0.397, Loss:  1.577
Epoch   0 Batch  604/1077 - Train Accuracy:  0.335, Validation Accuracy:  0.387, Loss:  1.683
Epoch   0 Batch  605/1077 - Train Accuracy:  0.325, Validation Accuracy:  0.391, Loss:  1.683
Epoch   0 Batch  606/1077 - Train Accuracy:  0.397, Validation Accuracy:  0.413, Loss:  1.495
Epoch   0 Batch  607/1077 - Train Accuracy:  0.431, Validation Accuracy:  0.414, Loss:  1.460
Epoch   0 Batch  608/1077 - Train Accuracy:  0.372, Validation Accuracy:  0.416, Loss:  1.625
Epoch   0 Batch  609/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.416, Loss:  1.652
Epoch   0 Batch  610/1077 - Train Accuracy:  0.353, Validation Accuracy:  0.407, Loss:  1.693
Epoch   0 Batch  611/1077 - Train Accuracy:  0.324, Validation Accuracy:  0.406, Loss:  1.652
Epoch   0 Batch  612/1077 - Train Accuracy:  0.406, Validation Accuracy:  0.407, Loss:  1.505
Epoch   0 Batch  613/1077 - Train Accuracy:  0.351, Validation Accuracy:  0.419, Loss:  1.621
Epoch   0 Batch  614/1077 - Train Accuracy:  0.398, Validation Accuracy:  0.420, Loss:  1.548
Epoch   0 Batch  615/1077 - Train Accuracy:  0.362, Validation Accuracy:  0.418, Loss:  1.556
Epoch   0 Batch  616/1077 - Train Accuracy:  0.340, Validation Accuracy:  0.419, Loss:  1.675
Epoch   0 Batch  617/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.415, Loss:  1.588
Epoch   0 Batch  618/1077 - Train Accuracy:  0.362, Validation Accuracy:  0.411, Loss:  1.608
Epoch   0 Batch  619/1077 - Train Accuracy:  0.314, Validation Accuracy:  0.415, Loss:  1.724
Epoch   0 Batch  620/1077 - Train Accuracy:  0.371, Validation Accuracy:  0.410, Loss:  1.576
Epoch   0 Batch  621/1077 - Train Accuracy:  0.356, Validation Accuracy:  0.407, Loss:  1.616
Epoch   0 Batch  622/1077 - Train Accuracy:  0.337, Validation Accuracy:  0.409, Loss:  1.636
Epoch   0 Batch  623/1077 - Train Accuracy:  0.349, Validation Accuracy:  0.405, Loss:  1.599
Epoch   0 Batch  624/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.398, Loss:  1.492
Epoch   0 Batch  625/1077 - Train Accuracy:  0.336, Validation Accuracy:  0.395, Loss:  1.558
Epoch   0 Batch  626/1077 - Train Accuracy:  0.413, Validation Accuracy:  0.401, Loss:  1.436
Epoch   0 Batch  627/1077 - Train Accuracy:  0.351, Validation Accuracy:  0.412, Loss:  1.541
Epoch   0 Batch  628/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.413, Loss:  1.590
Epoch   0 Batch  629/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.413, Loss:  1.582
Epoch   0 Batch  630/1077 - Train Accuracy:  0.355, Validation Accuracy:  0.405, Loss:  1.544
Epoch   0 Batch  631/1077 - Train Accuracy:  0.386, Validation Accuracy:  0.398, Loss:  1.517
Epoch   0 Batch  632/1077 - Train Accuracy:  0.343, Validation Accuracy:  0.395, Loss:  1.559
Epoch   0 Batch  633/1077 - Train Accuracy:  0.377, Validation Accuracy:  0.397, Loss:  1.564
Epoch   0 Batch  634/1077 - Train Accuracy:  0.365, Validation Accuracy:  0.395, Loss:  1.497
Epoch   0 Batch  635/1077 - Train Accuracy:  0.336, Validation Accuracy:  0.404, Loss:  1.641
Epoch   0 Batch  636/1077 - Train Accuracy:  0.345, Validation Accuracy:  0.406, Loss:  1.532
Epoch   0 Batch  637/1077 - Train Accuracy:  0.350, Validation Accuracy:  0.412, Loss:  1.541
Epoch   0 Batch  638/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.411, Loss:  1.520
Epoch   0 Batch  639/1077 - Train Accuracy:  0.378, Validation Accuracy:  0.404, Loss:  1.533
Epoch   0 Batch  640/1077 - Train Accuracy:  0.379, Validation Accuracy:  0.397, Loss:  1.506
Epoch   0 Batch  641/1077 - Train Accuracy:  0.360, Validation Accuracy:  0.392, Loss:  1.573
Epoch   0 Batch  642/1077 - Train Accuracy:  0.383, Validation Accuracy:  0.395, Loss:  1.509
Epoch   0 Batch  643/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.397, Loss:  1.505
Epoch   0 Batch  644/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.403, Loss:  1.522
Epoch   0 Batch  645/1077 - Train Accuracy:  0.392, Validation Accuracy:  0.401, Loss:  1.495
Epoch   0 Batch  646/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.392, Loss:  1.516
Epoch   0 Batch  647/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.391, Loss:  1.548
Epoch   0 Batch  648/1077 - Train Accuracy:  0.354, Validation Accuracy:  0.390, Loss:  1.526
Epoch   0 Batch  649/1077 - Train Accuracy:  0.355, Validation Accuracy:  0.388, Loss:  1.598
Epoch   0 Batch  650/1077 - Train Accuracy:  0.339, Validation Accuracy:  0.390, Loss:  1.563
Epoch   0 Batch  651/1077 - Train Accuracy:  0.354, Validation Accuracy:  0.394, Loss:  1.482
Epoch   0 Batch  652/1077 - Train Accuracy:  0.301, Validation Accuracy:  0.400, Loss:  1.651
Epoch   0 Batch  653/1077 - Train Accuracy:  0.353, Validation Accuracy:  0.396, Loss:  1.526
Epoch   0 Batch  654/1077 - Train Accuracy:  0.356, Validation Accuracy:  0.398, Loss:  1.476
Epoch   0 Batch  655/1077 - Train Accuracy:  0.360, Validation Accuracy:  0.396, Loss:  1.540
Epoch   0 Batch  656/1077 - Train Accuracy:  0.336, Validation Accuracy:  0.399, Loss:  1.555
Epoch   0 Batch  657/1077 - Train Accuracy:  0.324, Validation Accuracy:  0.404, Loss:  1.590
Epoch   0 Batch  658/1077 - Train Accuracy:  0.365, Validation Accuracy:  0.413, Loss:  1.484
Epoch   0 Batch  659/1077 - Train Accuracy:  0.384, Validation Accuracy:  0.413, Loss:  1.476
Epoch   0 Batch  660/1077 - Train Accuracy:  0.371, Validation Accuracy:  0.406, Loss:  1.530
Epoch   0 Batch  661/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.396, Loss:  1.415
Epoch   0 Batch  662/1077 - Train Accuracy:  0.385, Validation Accuracy:  0.391, Loss:  1.475
Epoch   0 Batch  663/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.395, Loss:  1.518
Epoch   0 Batch  664/1077 - Train Accuracy:  0.359, Validation Accuracy:  0.395, Loss:  1.485
Epoch   0 Batch  665/1077 - Train Accuracy:  0.338, Validation Accuracy:  0.392, Loss:  1.506
Epoch   0 Batch  666/1077 - Train Accuracy:  0.312, Validation Accuracy:  0.399, Loss:  1.589
Epoch   0 Batch  667/1077 - Train Accuracy:  0.336, Validation Accuracy:  0.405, Loss:  1.572
Epoch   0 Batch  668/1077 - Train Accuracy:  0.355, Validation Accuracy:  0.414, Loss:  1.467
Epoch   0 Batch  669/1077 - Train Accuracy:  0.357, Validation Accuracy:  0.419, Loss:  1.506
Epoch   0 Batch  670/1077 - Train Accuracy:  0.443, Validation Accuracy:  0.410, Loss:  1.351
Epoch   0 Batch  671/1077 - Train Accuracy:  0.338, Validation Accuracy:  0.419, Loss:  1.586
Epoch   0 Batch  672/1077 - Train Accuracy:  0.387, Validation Accuracy:  0.422, Loss:  1.448
Epoch   0 Batch  673/1077 - Train Accuracy:  0.394, Validation Accuracy:  0.421, Loss:  1.470
Epoch   0 Batch  674/1077 - Train Accuracy:  0.345, Validation Accuracy:  0.426, Loss:  1.497
Epoch   0 Batch  675/1077 - Train Accuracy:  0.419, Validation Accuracy:  0.424, Loss:  1.466
Epoch   0 Batch  676/1077 - Train Accuracy:  0.336, Validation Accuracy:  0.421, Loss:  1.564
Epoch   0 Batch  677/1077 - Train Accuracy:  0.341, Validation Accuracy:  0.422, Loss:  1.552
Epoch   0 Batch  678/1077 - Train Accuracy:  0.393, Validation Accuracy:  0.420, Loss:  1.426
Epoch   0 Batch  679/1077 - Train Accuracy:  0.369, Validation Accuracy:  0.419, Loss:  1.530
Epoch   0 Batch  680/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.421, Loss:  1.464
Epoch   0 Batch  681/1077 - Train Accuracy:  0.373, Validation Accuracy:  0.428, Loss:  1.514
Epoch   0 Batch  682/1077 - Train Accuracy:  0.329, Validation Accuracy:  0.434, Loss:  1.535
Epoch   0 Batch  683/1077 - Train Accuracy:  0.377, Validation Accuracy:  0.431, Loss:  1.505
Epoch   0 Batch  684/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.424, Loss:  1.484
Epoch   0 Batch  685/1077 - Train Accuracy:  0.358, Validation Accuracy:  0.418, Loss:  1.538
Epoch   0 Batch  686/1077 - Train Accuracy:  0.419, Validation Accuracy:  0.416, Loss:  1.370
Epoch   0 Batch  687/1077 - Train Accuracy:  0.387, Validation Accuracy:  0.413, Loss:  1.535
Epoch   0 Batch  688/1077 - Train Accuracy:  0.370, Validation Accuracy:  0.415, Loss:  1.443
Epoch   0 Batch  689/1077 - Train Accuracy:  0.347, Validation Accuracy:  0.418, Loss:  1.460
Epoch   0 Batch  690/1077 - Train Accuracy:  0.376, Validation Accuracy:  0.409, Loss:  1.441
Epoch   0 Batch  691/1077 - Train Accuracy:  0.317, Validation Accuracy:  0.418, Loss:  1.543
Epoch   0 Batch  692/1077 - Train Accuracy:  0.388, Validation Accuracy:  0.434, Loss:  1.395
Epoch   0 Batch  693/1077 - Train Accuracy:  0.338, Validation Accuracy:  0.442, Loss:  1.590
Epoch   0 Batch  694/1077 - Train Accuracy:  0.412, Validation Accuracy:  0.452, Loss:  1.446
Epoch   0 Batch  695/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.450, Loss:  1.451
Epoch   0 Batch  696/1077 - Train Accuracy:  0.337, Validation Accuracy:  0.439, Loss:  1.544
Epoch   0 Batch  697/1077 - Train Accuracy:  0.359, Validation Accuracy:  0.436, Loss:  1.471
Epoch   0 Batch  698/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.442, Loss:  1.447
Epoch   0 Batch  699/1077 - Train Accuracy:  0.336, Validation Accuracy:  0.441, Loss:  1.535
Epoch   0 Batch  700/1077 - Train Accuracy:  0.396, Validation Accuracy:  0.443, Loss:  1.437
Epoch   0 Batch  701/1077 - Train Accuracy:  0.390, Validation Accuracy:  0.444, Loss:  1.524
Epoch   0 Batch  702/1077 - Train Accuracy:  0.410, Validation Accuracy:  0.443, Loss:  1.437
Epoch   0 Batch  703/1077 - Train Accuracy:  0.364, Validation Accuracy:  0.447, Loss:  1.500
Epoch   0 Batch  704/1077 - Train Accuracy:  0.381, Validation Accuracy:  0.451, Loss:  1.490
Epoch   0 Batch  705/1077 - Train Accuracy:  0.361, Validation Accuracy:  0.452, Loss:  1.508
Epoch   0 Batch  706/1077 - Train Accuracy:  0.436, Validation Accuracy:  0.461, Loss:  1.438
Epoch   0 Batch  707/1077 - Train Accuracy:  0.405, Validation Accuracy:  0.459, Loss:  1.457
Epoch   0 Batch  708/1077 - Train Accuracy:  0.418, Validation Accuracy:  0.457, Loss:  1.454
Epoch   0 Batch  709/1077 - Train Accuracy:  0.406, Validation Accuracy:  0.453, Loss:  1.484
Epoch   0 Batch  710/1077 - Train Accuracy:  0.398, Validation Accuracy:  0.452, Loss:  1.458
Epoch   0 Batch  711/1077 - Train Accuracy:  0.395, Validation Accuracy:  0.451, Loss:  1.533
Epoch   0 Batch  712/1077 - Train Accuracy:  0.400, Validation Accuracy:  0.452, Loss:  1.447
Epoch   0 Batch  713/1077 - Train Accuracy:  0.442, Validation Accuracy:  0.461, Loss:  1.325
Epoch   0 Batch  714/1077 - Train Accuracy:  0.408, Validation Accuracy:  0.471, Loss:  1.456
Epoch   0 Batch  715/1077 - Train Accuracy:  0.389, Validation Accuracy:  0.472, Loss:  1.488
Epoch   0 Batch  716/1077 - Train Accuracy:  0.439, Validation Accuracy:  0.474, Loss:  1.399
Epoch   0 Batch  717/1077 - Train Accuracy:  0.384, Validation Accuracy:  0.478, Loss:  1.452
Epoch   0 Batch  718/1077 - Train Accuracy:  0.402, Validation Accuracy:  0.478, Loss:  1.456
Epoch   0 Batch  719/1077 - Train Accuracy:  0.449, Validation Accuracy:  0.481, Loss:  1.388
Epoch   0 Batch  720/1077 - Train Accuracy:  0.411, Validation Accuracy:  0.475, Loss:  1.542
Epoch   0 Batch  721/1077 - Train Accuracy:  0.427, Validation Accuracy:  0.464, Loss:  1.463
Epoch   0 Batch  722/1077 - Train Accuracy:  0.380, Validation Accuracy:  0.463, Loss:  1.448
Epoch   0 Batch  723/1077 - Train Accuracy:  0.426, Validation Accuracy:  0.463, Loss:  1.394
Epoch   0 Batch  724/1077 - Train Accuracy:  0.386, Validation Accuracy:  0.463, Loss:  1.511
Epoch   0 Batch  725/1077 - Train Accuracy:  0.417, Validation Accuracy:  0.459, Loss:  1.349
Epoch   0 Batch  726/1077 - Train Accuracy:  0.441, Validation Accuracy:  0.469, Loss:  1.404
Epoch   0 Batch  727/1077 - Train Accuracy:  0.458, Validation Accuracy:  0.476, Loss:  1.386
Epoch   0 Batch  728/1077 - Train Accuracy:  0.448, Validation Accuracy:  0.476, Loss:  1.396
Epoch   0 Batch  729/1077 - Train Accuracy:  0.440, Validation Accuracy:  0.480, Loss:  1.476
Epoch   0 Batch  730/1077 - Train Accuracy:  0.414, Validation Accuracy:  0.480, Loss:  1.439
Epoch   0 Batch  731/1077 - Train Accuracy:  0.442, Validation Accuracy:  0.485, Loss:  1.402
Epoch   0 Batch  732/1077 - Train Accuracy:  0.416, Validation Accuracy:  0.488, Loss:  1.536
Epoch   0 Batch  733/1077 - Train Accuracy:  0.444, Validation Accuracy:  0.489, Loss:  1.446
Epoch   0 Batch  734/1077 - Train Accuracy:  0.440, Validation Accuracy:  0.488, Loss:  1.486
Epoch   0 Batch  735/1077 - Train Accuracy:  0.447, Validation Accuracy:  0.484, Loss:  1.446
Epoch   0 Batch  736/1077 - Train Accuracy:  0.399, Validation Accuracy:  0.471, Loss:  1.443
Epoch   0 Batch  737/1077 - Train Accuracy:  0.415, Validation Accuracy:  0.471, Loss:  1.429
Epoch   0 Batch  738/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.475, Loss:  1.231
Epoch   0 Batch  739/1077 - Train Accuracy:  0.432, Validation Accuracy:  0.481, Loss:  1.387
Epoch   0 Batch  740/1077 - Train Accuracy:  0.467, Validation Accuracy:  0.499, Loss:  1.385
Epoch   0 Batch  741/1077 - Train Accuracy:  0.457, Validation Accuracy:  0.505, Loss:  1.387
Epoch   0 Batch  742/1077 - Train Accuracy:  0.444, Validation Accuracy:  0.497, Loss:  1.437
Epoch   0 Batch  743/1077 - Train Accuracy:  0.453, Validation Accuracy:  0.498, Loss:  1.427
Epoch   0 Batch  744/1077 - Train Accuracy:  0.459, Validation Accuracy:  0.496, Loss:  1.364
Epoch   0 Batch  745/1077 - Train Accuracy:  0.462, Validation Accuracy:  0.495, Loss:  1.391
Epoch   0 Batch  746/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.491, Loss:  1.384
Epoch   0 Batch  747/1077 - Train Accuracy:  0.441, Validation Accuracy:  0.498, Loss:  1.397
Epoch   0 Batch  748/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.499, Loss:  1.388
Epoch   0 Batch  749/1077 - Train Accuracy:  0.438, Validation Accuracy:  0.502, Loss:  1.434
Epoch   0 Batch  750/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.500, Loss:  1.378
Epoch   0 Batch  751/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.500, Loss:  1.386
Epoch   0 Batch  752/1077 - Train Accuracy:  0.495, Validation Accuracy:  0.503, Loss:  1.304
Epoch   0 Batch  753/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.503, Loss:  1.395
Epoch   0 Batch  754/1077 - Train Accuracy:  0.481, Validation Accuracy:  0.501, Loss:  1.387
Epoch   0 Batch  755/1077 - Train Accuracy:  0.466, Validation Accuracy:  0.497, Loss:  1.369
Epoch   0 Batch  756/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.498, Loss:  1.327
Epoch   0 Batch  757/1077 - Train Accuracy:  0.473, Validation Accuracy:  0.504, Loss:  1.421
Epoch   0 Batch  758/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.491, Loss:  1.326
Epoch   0 Batch  759/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.493, Loss:  1.324
Epoch   0 Batch  760/1077 - Train Accuracy:  0.454, Validation Accuracy:  0.489, Loss:  1.424
Epoch   0 Batch  761/1077 - Train Accuracy:  0.409, Validation Accuracy:  0.491, Loss:  1.472
Epoch   0 Batch  762/1077 - Train Accuracy:  0.469, Validation Accuracy:  0.489, Loss:  1.364
Epoch   0 Batch  763/1077 - Train Accuracy:  0.464, Validation Accuracy:  0.485, Loss:  1.327
Epoch   0 Batch  764/1077 - Train Accuracy:  0.441, Validation Accuracy:  0.499, Loss:  1.429
Epoch   0 Batch  765/1077 - Train Accuracy:  0.466, Validation Accuracy:  0.490, Loss:  1.335
Epoch   0 Batch  766/1077 - Train Accuracy:  0.429, Validation Accuracy:  0.502, Loss:  1.417
Epoch   0 Batch  767/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.509, Loss:  1.333
Epoch   0 Batch  768/1077 - Train Accuracy:  0.459, Validation Accuracy:  0.510, Loss:  1.394
Epoch   0 Batch  769/1077 - Train Accuracy:  0.486, Validation Accuracy:  0.500, Loss:  1.412
Epoch   0 Batch  770/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.505, Loss:  1.343
Epoch   0 Batch  771/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.503, Loss:  1.432
Epoch   0 Batch  772/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.503, Loss:  1.322
Epoch   0 Batch  773/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.490, Loss:  1.369
Epoch   0 Batch  774/1077 - Train Accuracy:  0.454, Validation Accuracy:  0.482, Loss:  1.380
Epoch   0 Batch  775/1077 - Train Accuracy:  0.475, Validation Accuracy:  0.484, Loss:  1.365
Epoch   0 Batch  776/1077 - Train Accuracy:  0.445, Validation Accuracy:  0.488, Loss:  1.399
Epoch   0 Batch  777/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.483, Loss:  1.379
Epoch   0 Batch  778/1077 - Train Accuracy:  0.466, Validation Accuracy:  0.480, Loss:  1.323
Epoch   0 Batch  779/1077 - Train Accuracy:  0.462, Validation Accuracy:  0.483, Loss:  1.412
Epoch   0 Batch  780/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.498, Loss:  1.394
Epoch   0 Batch  781/1077 - Train Accuracy:  0.524, Validation Accuracy:  0.502, Loss:  1.288
Epoch   0 Batch  782/1077 - Train Accuracy:  0.489, Validation Accuracy:  0.502, Loss:  1.317
Epoch   0 Batch  783/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.502, Loss:  1.319
Epoch   0 Batch  784/1077 - Train Accuracy:  0.455, Validation Accuracy:  0.490, Loss:  1.377
Epoch   0 Batch  785/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.483, Loss:  1.308
Epoch   0 Batch  786/1077 - Train Accuracy:  0.424, Validation Accuracy:  0.475, Loss:  1.410
Epoch   0 Batch  787/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.484, Loss:  1.272
Epoch   0 Batch  788/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.485, Loss:  1.354
Epoch   0 Batch  789/1077 - Train Accuracy:  0.448, Validation Accuracy:  0.491, Loss:  1.415
Epoch   0 Batch  790/1077 - Train Accuracy:  0.420, Validation Accuracy:  0.491, Loss:  1.452
Epoch   0 Batch  791/1077 - Train Accuracy:  0.473, Validation Accuracy:  0.494, Loss:  1.350
Epoch   0 Batch  792/1077 - Train Accuracy:  0.450, Validation Accuracy:  0.492, Loss:  1.388
Epoch   0 Batch  793/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.487, Loss:  1.346
Epoch   0 Batch  794/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.490, Loss:  1.355
Epoch   0 Batch  795/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.494, Loss:  1.362
Epoch   0 Batch  796/1077 - Train Accuracy:  0.441, Validation Accuracy:  0.488, Loss:  1.399
Epoch   0 Batch  797/1077 - Train Accuracy:  0.466, Validation Accuracy:  0.488, Loss:  1.343
Epoch   0 Batch  798/1077 - Train Accuracy:  0.435, Validation Accuracy:  0.492, Loss:  1.395
Epoch   0 Batch  799/1077 - Train Accuracy:  0.457, Validation Accuracy:  0.490, Loss:  1.401
Epoch   0 Batch  800/1077 - Train Accuracy:  0.444, Validation Accuracy:  0.484, Loss:  1.372
Epoch   0 Batch  801/1077 - Train Accuracy:  0.457, Validation Accuracy:  0.493, Loss:  1.372
Epoch   0 Batch  802/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.498, Loss:  1.320
Epoch   0 Batch  803/1077 - Train Accuracy:  0.475, Validation Accuracy:  0.493, Loss:  1.343
Epoch   0 Batch  804/1077 - Train Accuracy:  0.458, Validation Accuracy:  0.491, Loss:  1.356
Epoch   0 Batch  805/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.490, Loss:  1.350
Epoch   0 Batch  806/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.499, Loss:  1.361
Epoch   0 Batch  807/1077 - Train Accuracy:  0.433, Validation Accuracy:  0.489, Loss:  1.378
Epoch   0 Batch  808/1077 - Train Accuracy:  0.455, Validation Accuracy:  0.490, Loss:  1.369
Epoch   0 Batch  809/1077 - Train Accuracy:  0.451, Validation Accuracy:  0.500, Loss:  1.436
Epoch   0 Batch  810/1077 - Train Accuracy:  0.509, Validation Accuracy:  0.503, Loss:  1.259
Epoch   0 Batch  811/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.502, Loss:  1.282
Epoch   0 Batch  812/1077 - Train Accuracy:  0.455, Validation Accuracy:  0.497, Loss:  1.359
Epoch   0 Batch  813/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.489, Loss:  1.316
Epoch   0 Batch  814/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.485, Loss:  1.361
Epoch   0 Batch  815/1077 - Train Accuracy:  0.439, Validation Accuracy:  0.490, Loss:  1.307
Epoch   0 Batch  816/1077 - Train Accuracy:  0.444, Validation Accuracy:  0.491, Loss:  1.356
Epoch   0 Batch  817/1077 - Train Accuracy:  0.449, Validation Accuracy:  0.489, Loss:  1.393
Epoch   0 Batch  818/1077 - Train Accuracy:  0.452, Validation Accuracy:  0.492, Loss:  1.340
Epoch   0 Batch  819/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.492, Loss:  1.319
Epoch   0 Batch  820/1077 - Train Accuracy:  0.422, Validation Accuracy:  0.491, Loss:  1.361
Epoch   0 Batch  821/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.493, Loss:  1.300
Epoch   0 Batch  822/1077 - Train Accuracy:  0.472, Validation Accuracy:  0.490, Loss:  1.297
Epoch   0 Batch  823/1077 - Train Accuracy:  0.442, Validation Accuracy:  0.493, Loss:  1.341
Epoch   0 Batch  824/1077 - Train Accuracy:  0.500, Validation Accuracy:  0.489, Loss:  1.256
Epoch   0 Batch  825/1077 - Train Accuracy:  0.455, Validation Accuracy:  0.489, Loss:  1.332
Epoch   0 Batch  826/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.485, Loss:  1.237
Epoch   0 Batch  827/1077 - Train Accuracy:  0.374, Validation Accuracy:  0.485, Loss:  1.430
Epoch   0 Batch  828/1077 - Train Accuracy:  0.429, Validation Accuracy:  0.485, Loss:  1.332
Epoch   0 Batch  829/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.490, Loss:  1.365
Epoch   0 Batch  830/1077 - Train Accuracy:  0.439, Validation Accuracy:  0.491, Loss:  1.303
Epoch   0 Batch  831/1077 - Train Accuracy:  0.425, Validation Accuracy:  0.491, Loss:  1.369
Epoch   0 Batch  832/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.497, Loss:  1.324
Epoch   0 Batch  833/1077 - Train Accuracy:  0.462, Validation Accuracy:  0.499, Loss:  1.325
Epoch   0 Batch  834/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.497, Loss:  1.249
Epoch   0 Batch  835/1077 - Train Accuracy:  0.451, Validation Accuracy:  0.490, Loss:  1.336
Epoch   0 Batch  836/1077 - Train Accuracy:  0.424, Validation Accuracy:  0.489, Loss:  1.402
Epoch   0 Batch  837/1077 - Train Accuracy:  0.448, Validation Accuracy:  0.489, Loss:  1.357
Epoch   0 Batch  838/1077 - Train Accuracy:  0.458, Validation Accuracy:  0.491, Loss:  1.322
Epoch   0 Batch  839/1077 - Train Accuracy:  0.492, Validation Accuracy:  0.497, Loss:  1.287
Epoch   0 Batch  840/1077 - Train Accuracy:  0.488, Validation Accuracy:  0.499, Loss:  1.310
Epoch   0 Batch  841/1077 - Train Accuracy:  0.468, Validation Accuracy:  0.494, Loss:  1.302
Epoch   0 Batch  842/1077 - Train Accuracy:  0.430, Validation Accuracy:  0.490, Loss:  1.294
Epoch   0 Batch  843/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.487, Loss:  1.261
Epoch   0 Batch  844/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.493, Loss:  1.278
Epoch   0 Batch  845/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.495, Loss:  1.278
Epoch   0 Batch  846/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.497, Loss:  1.279
Epoch   0 Batch  847/1077 - Train Accuracy:  0.511, Validation Accuracy:  0.504, Loss:  1.263
Epoch   0 Batch  848/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.509, Loss:  1.302
Epoch   0 Batch  849/1077 - Train Accuracy:  0.485, Validation Accuracy:  0.506, Loss:  1.280
Epoch   0 Batch  850/1077 - Train Accuracy:  0.458, Validation Accuracy:  0.500, Loss:  1.319
Epoch   0 Batch  851/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.491, Loss:  1.237
Epoch   0 Batch  852/1077 - Train Accuracy:  0.459, Validation Accuracy:  0.493, Loss:  1.297
Epoch   0 Batch  853/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.497, Loss:  1.231
Epoch   0 Batch  854/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.491, Loss:  1.283
Epoch   0 Batch  855/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.495, Loss:  1.279
Epoch   0 Batch  856/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.507, Loss:  1.285
Epoch   0 Batch  857/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.499, Loss:  1.289
Epoch   0 Batch  858/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.502, Loss:  1.241
Epoch   0 Batch  859/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.506, Loss:  1.298
Epoch   0 Batch  860/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.507, Loss:  1.234
Epoch   0 Batch  861/1077 - Train Accuracy:  0.469, Validation Accuracy:  0.508, Loss:  1.274
Epoch   0 Batch  862/1077 - Train Accuracy:  0.457, Validation Accuracy:  0.508, Loss:  1.275
Epoch   0 Batch  863/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.510, Loss:  1.263
Epoch   0 Batch  864/1077 - Train Accuracy:  0.455, Validation Accuracy:  0.517, Loss:  1.266
Epoch   0 Batch  865/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.518, Loss:  1.144
Epoch   0 Batch  866/1077 - Train Accuracy:  0.490, Validation Accuracy:  0.520, Loss:  1.230
Epoch   0 Batch  867/1077 - Train Accuracy:  0.464, Validation Accuracy:  0.511, Loss:  1.345
Epoch   0 Batch  868/1077 - Train Accuracy:  0.511, Validation Accuracy:  0.508, Loss:  1.271
Epoch   0 Batch  869/1077 - Train Accuracy:  0.445, Validation Accuracy:  0.510, Loss:  1.328
Epoch   0 Batch  870/1077 - Train Accuracy:  0.464, Validation Accuracy:  0.501, Loss:  1.410
Epoch   0 Batch  871/1077 - Train Accuracy:  0.436, Validation Accuracy:  0.512, Loss:  1.297
Epoch   0 Batch  872/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.506, Loss:  1.244
Epoch   0 Batch  873/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.510, Loss:  1.290
Epoch   0 Batch  874/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.511, Loss:  1.304
Epoch   0 Batch  875/1077 - Train Accuracy:  0.479, Validation Accuracy:  0.510, Loss:  1.303
Epoch   0 Batch  876/1077 - Train Accuracy:  0.468, Validation Accuracy:  0.507, Loss:  1.302
Epoch   0 Batch  877/1077 - Train Accuracy:  0.481, Validation Accuracy:  0.514, Loss:  1.284
Epoch   0 Batch  878/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.504, Loss:  1.239
Epoch   0 Batch  879/1077 - Train Accuracy:  0.487, Validation Accuracy:  0.502, Loss:  1.239
Epoch   0 Batch  880/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.505, Loss:  1.233
Epoch   0 Batch  881/1077 - Train Accuracy:  0.445, Validation Accuracy:  0.508, Loss:  1.313
Epoch   0 Batch  882/1077 - Train Accuracy:  0.451, Validation Accuracy:  0.504, Loss:  1.282
Epoch   0 Batch  883/1077 - Train Accuracy:  0.406, Validation Accuracy:  0.512, Loss:  1.435
Epoch   0 Batch  884/1077 - Train Accuracy:  0.489, Validation Accuracy:  0.510, Loss:  1.280
Epoch   0 Batch  885/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.513, Loss:  1.133
Epoch   0 Batch  886/1077 - Train Accuracy:  0.446, Validation Accuracy:  0.510, Loss:  1.312
Epoch   0 Batch  887/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.517, Loss:  1.302
Epoch   0 Batch  888/1077 - Train Accuracy:  0.506, Validation Accuracy:  0.515, Loss:  1.239
Epoch   0 Batch  889/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.512, Loss:  1.249
Epoch   0 Batch  890/1077 - Train Accuracy:  0.558, Validation Accuracy:  0.514, Loss:  1.147
Epoch   0 Batch  891/1077 - Train Accuracy:  0.459, Validation Accuracy:  0.515, Loss:  1.291
Epoch   0 Batch  892/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.520, Loss:  1.227
Epoch   0 Batch  893/1077 - Train Accuracy:  0.487, Validation Accuracy:  0.516, Loss:  1.221
Epoch   0 Batch  894/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.519, Loss:  1.200
Epoch   0 Batch  895/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.519, Loss:  1.234
Epoch   0 Batch  896/1077 - Train Accuracy:  0.448, Validation Accuracy:  0.513, Loss:  1.335
Epoch   0 Batch  897/1077 - Train Accuracy:  0.497, Validation Accuracy:  0.506, Loss:  1.145
Epoch   0 Batch  898/1077 - Train Accuracy:  0.497, Validation Accuracy:  0.501, Loss:  1.190
Epoch   0 Batch  899/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.499, Loss:  1.251
Epoch   0 Batch  900/1077 - Train Accuracy:  0.451, Validation Accuracy:  0.504, Loss:  1.296
Epoch   0 Batch  901/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.508, Loss:  1.241
Epoch   0 Batch  902/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.518, Loss:  1.198
Epoch   0 Batch  903/1077 - Train Accuracy:  0.509, Validation Accuracy:  0.517, Loss:  1.213
Epoch   0 Batch  904/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.521, Loss:  1.287
Epoch   0 Batch  905/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.518, Loss:  1.225
Epoch   0 Batch  906/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.507, Loss:  1.259
Epoch   0 Batch  907/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.511, Loss:  1.253
Epoch   0 Batch  908/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.507, Loss:  1.270
Epoch   0 Batch  909/1077 - Train Accuracy:  0.467, Validation Accuracy:  0.510, Loss:  1.224
Epoch   0 Batch  910/1077 - Train Accuracy:  0.475, Validation Accuracy:  0.508, Loss:  1.229
Epoch   0 Batch  911/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.506, Loss:  1.128
Epoch   0 Batch  912/1077 - Train Accuracy:  0.436, Validation Accuracy:  0.509, Loss:  1.264
Epoch   0 Batch  913/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.507, Loss:  1.265
Epoch   0 Batch  914/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.510, Loss:  1.057
Epoch   0 Batch  915/1077 - Train Accuracy:  0.403, Validation Accuracy:  0.513, Loss:  1.325
Epoch   0 Batch  916/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.515, Loss:  1.275
Epoch   0 Batch  917/1077 - Train Accuracy:  0.446, Validation Accuracy:  0.513, Loss:  1.307
Epoch   0 Batch  918/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.517, Loss:  1.186
Epoch   0 Batch  919/1077 - Train Accuracy:  0.509, Validation Accuracy:  0.515, Loss:  1.241
Epoch   0 Batch  920/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.512, Loss:  1.280
Epoch   0 Batch  921/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.517, Loss:  1.264
Epoch   0 Batch  922/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.508, Loss:  1.214
Epoch   0 Batch  923/1077 - Train Accuracy:  0.456, Validation Accuracy:  0.502, Loss:  1.303
Epoch   0 Batch  924/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.508, Loss:  1.300
Epoch   0 Batch  925/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.510, Loss:  1.204
Epoch   0 Batch  926/1077 - Train Accuracy:  0.466, Validation Accuracy:  0.517, Loss:  1.294
Epoch   0 Batch  927/1077 - Train Accuracy:  0.454, Validation Accuracy:  0.521, Loss:  1.253
Epoch   0 Batch  928/1077 - Train Accuracy:  0.511, Validation Accuracy:  0.519, Loss:  1.209
Epoch   0 Batch  929/1077 - Train Accuracy:  0.484, Validation Accuracy:  0.514, Loss:  1.265
Epoch   0 Batch  930/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.516, Loss:  1.238
Epoch   0 Batch  931/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.516, Loss:  1.200
Epoch   0 Batch  932/1077 - Train Accuracy:  0.459, Validation Accuracy:  0.517, Loss:  1.262
Epoch   0 Batch  933/1077 - Train Accuracy:  0.481, Validation Accuracy:  0.516, Loss:  1.239
Epoch   0 Batch  934/1077 - Train Accuracy:  0.437, Validation Accuracy:  0.518, Loss:  1.271
Epoch   0 Batch  935/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.519, Loss:  1.248
Epoch   0 Batch  936/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.512, Loss:  1.184
Epoch   0 Batch  937/1077 - Train Accuracy:  0.481, Validation Accuracy:  0.511, Loss:  1.286
Epoch   0 Batch  938/1077 - Train Accuracy:  0.488, Validation Accuracy:  0.514, Loss:  1.274
Epoch   0 Batch  939/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.511, Loss:  1.217
Epoch   0 Batch  940/1077 - Train Accuracy:  0.500, Validation Accuracy:  0.512, Loss:  1.275
Epoch   0 Batch  941/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.514, Loss:  1.143
Epoch   0 Batch  942/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.512, Loss:  1.279
Epoch   0 Batch  943/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.512, Loss:  1.250
Epoch   0 Batch  944/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.505, Loss:  1.191
Epoch   0 Batch  945/1077 - Train Accuracy:  0.509, Validation Accuracy:  0.515, Loss:  1.219
Epoch   0 Batch  946/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.518, Loss:  1.273
Epoch   0 Batch  947/1077 - Train Accuracy:  0.451, Validation Accuracy:  0.516, Loss:  1.301
Epoch   0 Batch  948/1077 - Train Accuracy:  0.469, Validation Accuracy:  0.514, Loss:  1.222
Epoch   0 Batch  949/1077 - Train Accuracy:  0.540, Validation Accuracy:  0.511, Loss:  1.129
Epoch   0 Batch  950/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.506, Loss:  1.217
Epoch   0 Batch  951/1077 - Train Accuracy:  0.515, Validation Accuracy:  0.500, Loss:  1.185
Epoch   0 Batch  952/1077 - Train Accuracy:  0.486, Validation Accuracy:  0.507, Loss:  1.180
Epoch   0 Batch  953/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.502, Loss:  1.268
Epoch   0 Batch  954/1077 - Train Accuracy:  0.442, Validation Accuracy:  0.501, Loss:  1.259
Epoch   0 Batch  955/1077 - Train Accuracy:  0.476, Validation Accuracy:  0.501, Loss:  1.243
Epoch   0 Batch  956/1077 - Train Accuracy:  0.524, Validation Accuracy:  0.504, Loss:  1.177
Epoch   0 Batch  957/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.501, Loss:  1.178
Epoch   0 Batch  958/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.506, Loss:  1.220
Epoch   0 Batch  959/1077 - Train Accuracy:  0.517, Validation Accuracy:  0.516, Loss:  1.184
Epoch   0 Batch  960/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.511, Loss:  1.161
Epoch   0 Batch  961/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.512, Loss:  1.274
Epoch   0 Batch  962/1077 - Train Accuracy:  0.515, Validation Accuracy:  0.511, Loss:  1.137
Epoch   0 Batch  963/1077 - Train Accuracy:  0.467, Validation Accuracy:  0.509, Loss:  1.377
Epoch   0 Batch  964/1077 - Train Accuracy:  0.510, Validation Accuracy:  0.507, Loss:  1.184
Epoch   0 Batch  965/1077 - Train Accuracy:  0.469, Validation Accuracy:  0.510, Loss:  1.300
Epoch   0 Batch  966/1077 - Train Accuracy:  0.572, Validation Accuracy:  0.512, Loss:  1.083
Epoch   0 Batch  967/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.509, Loss:  1.168
Epoch   0 Batch  968/1077 - Train Accuracy:  0.479, Validation Accuracy:  0.509, Loss:  1.246
Epoch   0 Batch  969/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.509, Loss:  1.158
Epoch   0 Batch  970/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.514, Loss:  1.231
Epoch   0 Batch  971/1077 - Train Accuracy:  0.543, Validation Accuracy:  0.513, Loss:  1.172
Epoch   0 Batch  972/1077 - Train Accuracy:  0.475, Validation Accuracy:  0.514, Loss:  1.220
Epoch   0 Batch  973/1077 - Train Accuracy:  0.540, Validation Accuracy:  0.516, Loss:  1.172
Epoch   0 Batch  974/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.516, Loss:  1.189
Epoch   0 Batch  975/1077 - Train Accuracy:  0.517, Validation Accuracy:  0.517, Loss:  1.144
Epoch   0 Batch  976/1077 - Train Accuracy:  0.487, Validation Accuracy:  0.522, Loss:  1.203
Epoch   0 Batch  977/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.519, Loss:  1.142
Epoch   0 Batch  978/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.517, Loss:  1.179
Epoch   0 Batch  979/1077 - Train Accuracy:  0.454, Validation Accuracy:  0.513, Loss:  1.290
Epoch   0 Batch  980/1077 - Train Accuracy:  0.484, Validation Accuracy:  0.515, Loss:  1.196
Epoch   0 Batch  981/1077 - Train Accuracy:  0.500, Validation Accuracy:  0.517, Loss:  1.169
Epoch   0 Batch  982/1077 - Train Accuracy:  0.511, Validation Accuracy:  0.519, Loss:  1.152
Epoch   0 Batch  983/1077 - Train Accuracy:  0.472, Validation Accuracy:  0.520, Loss:  1.254
Epoch   0 Batch  984/1077 - Train Accuracy:  0.476, Validation Accuracy:  0.514, Loss:  1.218
Epoch   0 Batch  985/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.516, Loss:  1.177
Epoch   0 Batch  986/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.504, Loss:  1.229
Epoch   0 Batch  987/1077 - Train Accuracy:  0.468, Validation Accuracy:  0.505, Loss:  1.136
Epoch   0 Batch  988/1077 - Train Accuracy:  0.443, Validation Accuracy:  0.505, Loss:  1.247
Epoch   0 Batch  989/1077 - Train Accuracy:  0.466, Validation Accuracy:  0.506, Loss:  1.218
Epoch   0 Batch  990/1077 - Train Accuracy:  0.468, Validation Accuracy:  0.513, Loss:  1.258
Epoch   0 Batch  991/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.515, Loss:  1.204
Epoch   0 Batch  992/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.520, Loss:  1.177
Epoch   0 Batch  993/1077 - Train Accuracy:  0.484, Validation Accuracy:  0.521, Loss:  1.155
Epoch   0 Batch  994/1077 - Train Accuracy:  0.490, Validation Accuracy:  0.522, Loss:  1.210
Epoch   0 Batch  995/1077 - Train Accuracy:  0.506, Validation Accuracy:  0.523, Loss:  1.156
Epoch   0 Batch  996/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.524, Loss:  1.213
Epoch   0 Batch  997/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.525, Loss:  1.246
Epoch   0 Batch  998/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.521, Loss:  1.197
Epoch   0 Batch  999/1077 - Train Accuracy:  0.497, Validation Accuracy:  0.515, Loss:  1.200
Epoch   0 Batch 1000/1077 - Train Accuracy:  0.535, Validation Accuracy:  0.511, Loss:  1.136
Epoch   0 Batch 1001/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.511, Loss:  1.130
Epoch   0 Batch 1002/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.507, Loss:  1.165
Epoch   0 Batch 1003/1077 - Train Accuracy:  0.488, Validation Accuracy:  0.511, Loss:  1.228
Epoch   0 Batch 1004/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.511, Loss:  1.178
Epoch   0 Batch 1005/1077 - Train Accuracy:  0.481, Validation Accuracy:  0.510, Loss:  1.202
Epoch   0 Batch 1006/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.508, Loss:  1.147
Epoch   0 Batch 1007/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.509, Loss:  1.093
Epoch   0 Batch 1008/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.511, Loss:  1.191
Epoch   0 Batch 1009/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.512, Loss:  1.148
Epoch   0 Batch 1010/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.514, Loss:  1.192
Epoch   0 Batch 1011/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.505, Loss:  1.216
Epoch   0 Batch 1012/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.506, Loss:  1.155
Epoch   0 Batch 1013/1077 - Train Accuracy:  0.486, Validation Accuracy:  0.503, Loss:  1.115
Epoch   0 Batch 1014/1077 - Train Accuracy:  0.469, Validation Accuracy:  0.502, Loss:  1.220
Epoch   0 Batch 1015/1077 - Train Accuracy:  0.444, Validation Accuracy:  0.510, Loss:  1.206
Epoch   0 Batch 1016/1077 - Train Accuracy:  0.462, Validation Accuracy:  0.511, Loss:  1.196
Epoch   0 Batch 1017/1077 - Train Accuracy:  0.455, Validation Accuracy:  0.509, Loss:  1.215
Epoch   0 Batch 1018/1077 - Train Accuracy:  0.473, Validation Accuracy:  0.504, Loss:  1.100
Epoch   0 Batch 1019/1077 - Train Accuracy:  0.473, Validation Accuracy:  0.509, Loss:  1.244
Epoch   0 Batch 1020/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.508, Loss:  1.147
Epoch   0 Batch 1021/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.505, Loss:  1.151
Epoch   0 Batch 1022/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.509, Loss:  1.128
Epoch   0 Batch 1023/1077 - Train Accuracy:  0.532, Validation Accuracy:  0.507, Loss:  1.065
Epoch   0 Batch 1024/1077 - Train Accuracy:  0.495, Validation Accuracy:  0.510, Loss:  1.223
Epoch   0 Batch 1025/1077 - Train Accuracy:  0.522, Validation Accuracy:  0.516, Loss:  1.149
Epoch   0 Batch 1026/1077 - Train Accuracy:  0.533, Validation Accuracy:  0.516, Loss:  1.102
Epoch   0 Batch 1027/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.521, Loss:  1.212
Epoch   0 Batch 1028/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.513, Loss:  1.148
Epoch   0 Batch 1029/1077 - Train Accuracy:  0.476, Validation Accuracy:  0.509, Loss:  1.184
Epoch   0 Batch 1030/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.501, Loss:  1.187
Epoch   0 Batch 1031/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.505, Loss:  1.222
Epoch   0 Batch 1032/1077 - Train Accuracy:  0.510, Validation Accuracy:  0.510, Loss:  1.134
Epoch   0 Batch 1033/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.517, Loss:  1.120
Epoch   0 Batch 1034/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.511, Loss:  1.217
Epoch   0 Batch 1035/1077 - Train Accuracy:  0.542, Validation Accuracy:  0.514, Loss:  1.104
Epoch   0 Batch 1036/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.514, Loss:  1.130
Epoch   0 Batch 1037/1077 - Train Accuracy:  0.476, Validation Accuracy:  0.511, Loss:  1.212
Epoch   0 Batch 1038/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.509, Loss:  1.163
Epoch   0 Batch 1039/1077 - Train Accuracy:  0.528, Validation Accuracy:  0.510, Loss:  1.124
Epoch   0 Batch 1040/1077 - Train Accuracy:  0.490, Validation Accuracy:  0.510, Loss:  1.207
Epoch   0 Batch 1041/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.507, Loss:  1.207
Epoch   0 Batch 1042/1077 - Train Accuracy:  0.521, Validation Accuracy:  0.507, Loss:  1.149
Epoch   0 Batch 1043/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.506, Loss:  1.169
Epoch   0 Batch 1044/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.505, Loss:  1.169
Epoch   0 Batch 1045/1077 - Train Accuracy:  0.445, Validation Accuracy:  0.502, Loss:  1.180
Epoch   0 Batch 1046/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.502, Loss:  1.133
Epoch   0 Batch 1047/1077 - Train Accuracy:  0.479, Validation Accuracy:  0.503, Loss:  1.165
Epoch   0 Batch 1048/1077 - Train Accuracy:  0.479, Validation Accuracy:  0.508, Loss:  1.180
Epoch   0 Batch 1049/1077 - Train Accuracy:  0.473, Validation Accuracy:  0.507, Loss:  1.171
Epoch   0 Batch 1050/1077 - Train Accuracy:  0.442, Validation Accuracy:  0.507, Loss:  1.215
Epoch   0 Batch 1051/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.513, Loss:  1.135
Epoch   0 Batch 1052/1077 - Train Accuracy:  0.551, Validation Accuracy:  0.518, Loss:  1.071
Epoch   0 Batch 1053/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.515, Loss:  1.118
Epoch   0 Batch 1054/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.520, Loss:  1.198
Epoch   0 Batch 1055/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.517, Loss:  1.139
Epoch   0 Batch 1056/1077 - Train Accuracy:  0.521, Validation Accuracy:  0.518, Loss:  1.146
Epoch   0 Batch 1057/1077 - Train Accuracy:  0.455, Validation Accuracy:  0.516, Loss:  1.225
Epoch   0 Batch 1058/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.513, Loss:  1.237
Epoch   0 Batch 1059/1077 - Train Accuracy:  0.430, Validation Accuracy:  0.512, Loss:  1.244
Epoch   0 Batch 1060/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.516, Loss:  1.136
Epoch   0 Batch 1061/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.513, Loss:  1.152
Epoch   0 Batch 1062/1077 - Train Accuracy:  0.471, Validation Accuracy:  0.513, Loss:  1.182
Epoch   0 Batch 1063/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.512, Loss:  1.132
Epoch   0 Batch 1064/1077 - Train Accuracy:  0.508, Validation Accuracy:  0.516, Loss:  1.153
Epoch   0 Batch 1065/1077 - Train Accuracy:  0.472, Validation Accuracy:  0.520, Loss:  1.125
Epoch   0 Batch 1066/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.521, Loss:  1.140
Epoch   0 Batch 1067/1077 - Train Accuracy:  0.543, Validation Accuracy:  0.522, Loss:  1.124
Epoch   0 Batch 1068/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.521, Loss:  1.142
Epoch   0 Batch 1069/1077 - Train Accuracy:  0.515, Validation Accuracy:  0.524, Loss:  1.091
Epoch   0 Batch 1070/1077 - Train Accuracy:  0.490, Validation Accuracy:  0.522, Loss:  1.182
Epoch   0 Batch 1071/1077 - Train Accuracy:  0.468, Validation Accuracy:  0.525, Loss:  1.165
Epoch   0 Batch 1072/1077 - Train Accuracy:  0.508, Validation Accuracy:  0.522, Loss:  1.130
Epoch   0 Batch 1073/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.523, Loss:  1.176
Epoch   0 Batch 1074/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.528, Loss:  1.149
Epoch   0 Batch 1075/1077 - Train Accuracy:  0.479, Validation Accuracy:  0.525, Loss:  1.223
Epoch   1 Batch    0/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.513, Loss:  1.096
Epoch   1 Batch    1/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.512, Loss:  1.147
Epoch   1 Batch    2/1077 - Train Accuracy:  0.452, Validation Accuracy:  0.512, Loss:  1.174
Epoch   1 Batch    3/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.513, Loss:  1.142
Epoch   1 Batch    4/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.513, Loss:  1.152
Epoch   1 Batch    5/1077 - Train Accuracy:  0.460, Validation Accuracy:  0.512, Loss:  1.167
Epoch   1 Batch    6/1077 - Train Accuracy:  0.528, Validation Accuracy:  0.516, Loss:  1.165
Epoch   1 Batch    7/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.514, Loss:  1.156
Epoch   1 Batch    8/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.514, Loss:  1.126
Epoch   1 Batch    9/1077 - Train Accuracy:  0.517, Validation Accuracy:  0.511, Loss:  1.121
Epoch   1 Batch   10/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.510, Loss:  1.210
Epoch   1 Batch   11/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.500, Loss:  1.126
Epoch   1 Batch   12/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.494, Loss:  1.189
Epoch   1 Batch   13/1077 - Train Accuracy:  0.506, Validation Accuracy:  0.493, Loss:  1.124
Epoch   1 Batch   14/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.491, Loss:  1.075
Epoch   1 Batch   15/1077 - Train Accuracy:  0.490, Validation Accuracy:  0.497, Loss:  1.122
Epoch   1 Batch   16/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.507, Loss:  1.145
Epoch   1 Batch   17/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.506, Loss:  1.135
Epoch   1 Batch   18/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.518, Loss:  1.147
Epoch   1 Batch   19/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.518, Loss:  1.115
Epoch   1 Batch   20/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.519, Loss:  1.102
Epoch   1 Batch   21/1077 - Train Accuracy:  0.446, Validation Accuracy:  0.509, Loss:  1.193
Epoch   1 Batch   22/1077 - Train Accuracy:  0.495, Validation Accuracy:  0.512, Loss:  1.150
Epoch   1 Batch   23/1077 - Train Accuracy:  0.473, Validation Accuracy:  0.518, Loss:  1.159
Epoch   1 Batch   24/1077 - Train Accuracy:  0.472, Validation Accuracy:  0.514, Loss:  1.128
Epoch   1 Batch   25/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.518, Loss:  1.127
Epoch   1 Batch   26/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.517, Loss:  1.180
Epoch   1 Batch   27/1077 - Train Accuracy:  0.532, Validation Accuracy:  0.520, Loss:  1.027
Epoch   1 Batch   28/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.525, Loss:  1.092
Epoch   1 Batch   29/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.522, Loss:  1.105
Epoch   1 Batch   30/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.520, Loss:  1.086
Epoch   1 Batch   31/1077 - Train Accuracy:  0.465, Validation Accuracy:  0.514, Loss:  1.147
Epoch   1 Batch   32/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.513, Loss:  1.033
Epoch   1 Batch   33/1077 - Train Accuracy:  0.503, Validation Accuracy:  0.512, Loss:  1.074
Epoch   1 Batch   34/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.514, Loss:  1.120
Epoch   1 Batch   35/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.519, Loss:  1.118
Epoch   1 Batch   36/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.526, Loss:  1.111
Epoch   1 Batch   37/1077 - Train Accuracy:  0.509, Validation Accuracy:  0.519, Loss:  1.115
Epoch   1 Batch   38/1077 - Train Accuracy:  0.419, Validation Accuracy:  0.517, Loss:  1.226
Epoch   1 Batch   39/1077 - Train Accuracy:  0.461, Validation Accuracy:  0.517, Loss:  1.177
Epoch   1 Batch   40/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.516, Loss:  1.125
Epoch   1 Batch   41/1077 - Train Accuracy:  0.500, Validation Accuracy:  0.513, Loss:  1.109
Epoch   1 Batch   42/1077 - Train Accuracy:  0.492, Validation Accuracy:  0.511, Loss:  1.116
Epoch   1 Batch   43/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.512, Loss:  1.132
Epoch   1 Batch   44/1077 - Train Accuracy:  0.479, Validation Accuracy:  0.509, Loss:  1.175
Epoch   1 Batch   45/1077 - Train Accuracy:  0.480, Validation Accuracy:  0.515, Loss:  1.152
Epoch   1 Batch   46/1077 - Train Accuracy:  0.463, Validation Accuracy:  0.510, Loss:  1.186
Epoch   1 Batch   47/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.515, Loss:  1.099
Epoch   1 Batch   48/1077 - Train Accuracy:  0.492, Validation Accuracy:  0.511, Loss:  1.154
Epoch   1 Batch   49/1077 - Train Accuracy:  0.474, Validation Accuracy:  0.518, Loss:  1.132
Epoch   1 Batch   50/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.519, Loss:  1.150
Epoch   1 Batch   51/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.518, Loss:  1.070
Epoch   1 Batch   52/1077 - Train Accuracy:  0.497, Validation Accuracy:  0.519, Loss:  1.145
Epoch   1 Batch   53/1077 - Train Accuracy:  0.503, Validation Accuracy:  0.537, Loss:  1.113
Epoch   1 Batch   54/1077 - Train Accuracy:  0.454, Validation Accuracy:  0.541, Loss:  1.208
Epoch   1 Batch   55/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.540, Loss:  1.097
Epoch   1 Batch   56/1077 - Train Accuracy:  0.467, Validation Accuracy:  0.527, Loss:  1.110
Epoch   1 Batch   57/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.524, Loss:  1.020
Epoch   1 Batch   58/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.524, Loss:  1.107
Epoch   1 Batch   59/1077 - Train Accuracy:  0.467, Validation Accuracy:  0.527, Loss:  1.163
Epoch   1 Batch   60/1077 - Train Accuracy:  0.506, Validation Accuracy:  0.538, Loss:  1.088
Epoch   1 Batch   61/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.536, Loss:  1.104
Epoch   1 Batch   62/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.540, Loss:  1.197
Epoch   1 Batch   63/1077 - Train Accuracy:  0.538, Validation Accuracy:  0.536, Loss:  1.058
Epoch   1 Batch   64/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.534, Loss:  1.123
Epoch   1 Batch   65/1077 - Train Accuracy:  0.431, Validation Accuracy:  0.538, Loss:  1.161
Epoch   1 Batch   66/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.534, Loss:  1.099
Epoch   1 Batch   67/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.536, Loss:  1.070
Epoch   1 Batch   68/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.531, Loss:  1.140
Epoch   1 Batch   69/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.534, Loss:  1.129
Epoch   1 Batch   70/1077 - Train Accuracy:  0.479, Validation Accuracy:  0.535, Loss:  1.153
Epoch   1 Batch   71/1077 - Train Accuracy:  0.492, Validation Accuracy:  0.531, Loss:  1.091
Epoch   1 Batch   72/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.528, Loss:  1.115
Epoch   1 Batch   73/1077 - Train Accuracy:  0.484, Validation Accuracy:  0.521, Loss:  1.126
Epoch   1 Batch   74/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.517, Loss:  1.037
Epoch   1 Batch   75/1077 - Train Accuracy:  0.536, Validation Accuracy:  0.520, Loss:  1.074
Epoch   1 Batch   76/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.519, Loss:  1.086
Epoch   1 Batch   77/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.516, Loss:  1.120
Epoch   1 Batch   78/1077 - Train Accuracy:  0.435, Validation Accuracy:  0.516, Loss:  1.153
Epoch   1 Batch   79/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.515, Loss:  1.130
Epoch   1 Batch   80/1077 - Train Accuracy:  0.495, Validation Accuracy:  0.516, Loss:  1.098
Epoch   1 Batch   81/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.518, Loss:  1.120
Epoch   1 Batch   82/1077 - Train Accuracy:  0.539, Validation Accuracy:  0.522, Loss:  0.987
Epoch   1 Batch   83/1077 - Train Accuracy:  0.484, Validation Accuracy:  0.524, Loss:  1.200
Epoch   1 Batch   84/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.526, Loss:  1.103
Epoch   1 Batch   85/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.527, Loss:  1.032
Epoch   1 Batch   86/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.526, Loss:  1.129
Epoch   1 Batch   87/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.519, Loss:  1.141
Epoch   1 Batch   88/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.525, Loss:  1.112
Epoch   1 Batch   89/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.528, Loss:  1.101
Epoch   1 Batch   90/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.532, Loss:  1.147
Epoch   1 Batch   91/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.526, Loss:  0.991
Epoch   1 Batch   92/1077 - Train Accuracy:  0.500, Validation Accuracy:  0.522, Loss:  1.099
Epoch   1 Batch   93/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.516, Loss:  1.126
Epoch   1 Batch   94/1077 - Train Accuracy:  0.489, Validation Accuracy:  0.517, Loss:  1.062
Epoch   1 Batch   95/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.522, Loss:  1.124
Epoch   1 Batch   96/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.535, Loss:  1.084
Epoch   1 Batch   97/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.536, Loss:  1.105
Epoch   1 Batch   98/1077 - Train Accuracy:  0.533, Validation Accuracy:  0.536, Loss:  1.043
Epoch   1 Batch   99/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.531, Loss:  1.148
Epoch   1 Batch  100/1077 - Train Accuracy:  0.527, Validation Accuracy:  0.540, Loss:  1.115
Epoch   1 Batch  101/1077 - Train Accuracy:  0.491, Validation Accuracy:  0.543, Loss:  1.078
Epoch   1 Batch  102/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.545, Loss:  1.063
Epoch   1 Batch  103/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.546, Loss:  1.174
Epoch   1 Batch  104/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.547, Loss:  1.168
Epoch   1 Batch  105/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.540, Loss:  1.066
Epoch   1 Batch  106/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.529, Loss:  1.203
Epoch   1 Batch  107/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.531, Loss:  1.056
Epoch   1 Batch  108/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.531, Loss:  0.998
Epoch   1 Batch  109/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.536, Loss:  1.093
Epoch   1 Batch  110/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.538, Loss:  1.043
Epoch   1 Batch  111/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.540, Loss:  1.100
Epoch   1 Batch  112/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.539, Loss:  1.099
Epoch   1 Batch  113/1077 - Train Accuracy:  0.481, Validation Accuracy:  0.536, Loss:  1.133
Epoch   1 Batch  114/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.528, Loss:  1.047
Epoch   1 Batch  115/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.529, Loss:  1.137
Epoch   1 Batch  116/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.525, Loss:  1.108
Epoch   1 Batch  117/1077 - Train Accuracy:  0.481, Validation Accuracy:  0.524, Loss:  1.153
Epoch   1 Batch  118/1077 - Train Accuracy:  0.497, Validation Accuracy:  0.522, Loss:  1.143
Epoch   1 Batch  119/1077 - Train Accuracy:  0.483, Validation Accuracy:  0.525, Loss:  1.069
Epoch   1 Batch  120/1077 - Train Accuracy:  0.493, Validation Accuracy:  0.516, Loss:  1.112
Epoch   1 Batch  121/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.515, Loss:  1.081
Epoch   1 Batch  122/1077 - Train Accuracy:  0.522, Validation Accuracy:  0.519, Loss:  1.067
Epoch   1 Batch  123/1077 - Train Accuracy:  0.528, Validation Accuracy:  0.519, Loss:  1.044
Epoch   1 Batch  124/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.520, Loss:  1.101
Epoch   1 Batch  125/1077 - Train Accuracy:  0.521, Validation Accuracy:  0.517, Loss:  1.075
Epoch   1 Batch  126/1077 - Train Accuracy:  0.542, Validation Accuracy:  0.520, Loss:  1.047
Epoch   1 Batch  127/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.521, Loss:  1.072
Epoch   1 Batch  128/1077 - Train Accuracy:  0.558, Validation Accuracy:  0.526, Loss:  1.027
Epoch   1 Batch  129/1077 - Train Accuracy:  0.536, Validation Accuracy:  0.525, Loss:  1.101
Epoch   1 Batch  130/1077 - Train Accuracy:  0.542, Validation Accuracy:  0.524, Loss:  1.021
Epoch   1 Batch  131/1077 - Train Accuracy:  0.511, Validation Accuracy:  0.523, Loss:  1.106
Epoch   1 Batch  132/1077 - Train Accuracy:  0.486, Validation Accuracy:  0.532, Loss:  1.121
Epoch   1 Batch  133/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.537, Loss:  1.091
Epoch   1 Batch  134/1077 - Train Accuracy:  0.560, Validation Accuracy:  0.537, Loss:  1.056
Epoch   1 Batch  135/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.524, Loss:  1.130
Epoch   1 Batch  136/1077 - Train Accuracy:  0.535, Validation Accuracy:  0.530, Loss:  1.073
Epoch   1 Batch  137/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.523, Loss:  0.991
Epoch   1 Batch  138/1077 - Train Accuracy:  0.515, Validation Accuracy:  0.518, Loss:  1.064
Epoch   1 Batch  139/1077 - Train Accuracy:  0.536, Validation Accuracy:  0.529, Loss:  1.082
Epoch   1 Batch  140/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.533, Loss:  1.146
Epoch   1 Batch  141/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.533, Loss:  1.117
Epoch   1 Batch  142/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.540, Loss:  1.020
Epoch   1 Batch  143/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.535, Loss:  1.100
Epoch   1 Batch  144/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.523, Loss:  1.141
Epoch   1 Batch  145/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.515, Loss:  1.051
Epoch   1 Batch  146/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.520, Loss:  1.072
Epoch   1 Batch  147/1077 - Train Accuracy:  0.454, Validation Accuracy:  0.526, Loss:  1.129
Epoch   1 Batch  148/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.525, Loss:  1.078
Epoch   1 Batch  149/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.526, Loss:  1.104
Epoch   1 Batch  150/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.531, Loss:  1.035
Epoch   1 Batch  151/1077 - Train Accuracy:  0.524, Validation Accuracy:  0.537, Loss:  1.036
Epoch   1 Batch  152/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.550, Loss:  1.083
Epoch   1 Batch  153/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.554, Loss:  1.101
Epoch   1 Batch  154/1077 - Train Accuracy:  0.494, Validation Accuracy:  0.555, Loss:  1.129
Epoch   1 Batch  155/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.555, Loss:  1.075
Epoch   1 Batch  156/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.556, Loss:  1.070
Epoch   1 Batch  157/1077 - Train Accuracy:  0.503, Validation Accuracy:  0.555, Loss:  1.077
Epoch   1 Batch  158/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.544, Loss:  1.077
Epoch   1 Batch  159/1077 - Train Accuracy:  0.526, Validation Accuracy:  0.538, Loss:  1.005
Epoch   1 Batch  160/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.534, Loss:  1.047
Epoch   1 Batch  161/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.534, Loss:  1.098
Epoch   1 Batch  162/1077 - Train Accuracy:  0.509, Validation Accuracy:  0.527, Loss:  1.091
Epoch   1 Batch  163/1077 - Train Accuracy:  0.475, Validation Accuracy:  0.535, Loss:  1.111
Epoch   1 Batch  164/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.532, Loss:  1.103
Epoch   1 Batch  165/1077 - Train Accuracy:  0.467, Validation Accuracy:  0.528, Loss:  1.070
Epoch   1 Batch  166/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.536, Loss:  1.047
Epoch   1 Batch  167/1077 - Train Accuracy:  0.503, Validation Accuracy:  0.536, Loss:  1.090
Epoch   1 Batch  168/1077 - Train Accuracy:  0.486, Validation Accuracy:  0.540, Loss:  1.126
Epoch   1 Batch  169/1077 - Train Accuracy:  0.538, Validation Accuracy:  0.547, Loss:  1.045
Epoch   1 Batch  170/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.547, Loss:  1.087
Epoch   1 Batch  171/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.551, Loss:  1.005
Epoch   1 Batch  172/1077 - Train Accuracy:  0.545, Validation Accuracy:  0.553, Loss:  1.001
Epoch   1 Batch  173/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.544, Loss:  1.145
Epoch   1 Batch  174/1077 - Train Accuracy:  0.536, Validation Accuracy:  0.543, Loss:  1.059
Epoch   1 Batch  175/1077 - Train Accuracy:  0.547, Validation Accuracy:  0.545, Loss:  1.044
Epoch   1 Batch  176/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.535, Loss:  1.076
Epoch   1 Batch  177/1077 - Train Accuracy:  0.478, Validation Accuracy:  0.534, Loss:  1.129
Epoch   1 Batch  178/1077 - Train Accuracy:  0.522, Validation Accuracy:  0.543, Loss:  1.050
Epoch   1 Batch  179/1077 - Train Accuracy:  0.527, Validation Accuracy:  0.540, Loss:  1.092
Epoch   1 Batch  180/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.527, Loss:  1.054
Epoch   1 Batch  181/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.527, Loss:  1.092
Epoch   1 Batch  182/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.527, Loss:  1.041
Epoch   1 Batch  183/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.530, Loss:  1.113
Epoch   1 Batch  184/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.529, Loss:  1.034
Epoch   1 Batch  185/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.527, Loss:  1.073
Epoch   1 Batch  186/1077 - Train Accuracy:  0.486, Validation Accuracy:  0.524, Loss:  1.091
Epoch   1 Batch  187/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.534, Loss:  1.068
Epoch   1 Batch  188/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.534, Loss:  1.068
Epoch   1 Batch  189/1077 - Train Accuracy:  0.489, Validation Accuracy:  0.532, Loss:  1.086
Epoch   1 Batch  190/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.531, Loss:  1.065
Epoch   1 Batch  191/1077 - Train Accuracy:  0.561, Validation Accuracy:  0.538, Loss:  0.977
Epoch   1 Batch  192/1077 - Train Accuracy:  0.533, Validation Accuracy:  0.533, Loss:  1.085
Epoch   1 Batch  193/1077 - Train Accuracy:  0.526, Validation Accuracy:  0.533, Loss:  1.033
Epoch   1 Batch  194/1077 - Train Accuracy:  0.548, Validation Accuracy:  0.539, Loss:  0.993
Epoch   1 Batch  195/1077 - Train Accuracy:  0.500, Validation Accuracy:  0.540, Loss:  1.051
Epoch   1 Batch  196/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.538, Loss:  1.039
Epoch   1 Batch  197/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.540, Loss:  1.029
Epoch   1 Batch  198/1077 - Train Accuracy:  0.545, Validation Accuracy:  0.539, Loss:  1.006
Epoch   1 Batch  199/1077 - Train Accuracy:  0.492, Validation Accuracy:  0.541, Loss:  1.050
Epoch   1 Batch  200/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.540, Loss:  1.072
Epoch   1 Batch  201/1077 - Train Accuracy:  0.571, Validation Accuracy:  0.544, Loss:  1.000
Epoch   1 Batch  202/1077 - Train Accuracy:  0.550, Validation Accuracy:  0.545, Loss:  1.064
Epoch   1 Batch  203/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.536, Loss:  1.050
Epoch   1 Batch  204/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.534, Loss:  1.057
Epoch   1 Batch  205/1077 - Train Accuracy:  0.532, Validation Accuracy:  0.532, Loss:  1.078
Epoch   1 Batch  206/1077 - Train Accuracy:  0.524, Validation Accuracy:  0.533, Loss:  1.056
Epoch   1 Batch  207/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.533, Loss:  1.070
Epoch   1 Batch  208/1077 - Train Accuracy:  0.546, Validation Accuracy:  0.532, Loss:  1.016
Epoch   1 Batch  209/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.525, Loss:  0.980
Epoch   1 Batch  210/1077 - Train Accuracy:  0.522, Validation Accuracy:  0.526, Loss:  1.043
Epoch   1 Batch  211/1077 - Train Accuracy:  0.489, Validation Accuracy:  0.531, Loss:  1.040
Epoch   1 Batch  212/1077 - Train Accuracy:  0.531, Validation Accuracy:  0.532, Loss:  1.029
Epoch   1 Batch  213/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.537, Loss:  1.019
Epoch   1 Batch  214/1077 - Train Accuracy:  0.510, Validation Accuracy:  0.545, Loss:  1.049
Epoch   1 Batch  215/1077 - Train Accuracy:  0.495, Validation Accuracy:  0.543, Loss:  1.065
Epoch   1 Batch  216/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.528, Loss:  1.055
Epoch   1 Batch  217/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.534, Loss:  1.017
Epoch   1 Batch  218/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.528, Loss:  1.134
Epoch   1 Batch  219/1077 - Train Accuracy:  0.547, Validation Accuracy:  0.522, Loss:  1.042
Epoch   1 Batch  220/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.526, Loss:  1.075
Epoch   1 Batch  221/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.525, Loss:  1.076
Epoch   1 Batch  222/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.524, Loss:  1.120
Epoch   1 Batch  223/1077 - Train Accuracy:  0.539, Validation Accuracy:  0.524, Loss:  0.982
Epoch   1 Batch  224/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.526, Loss:  1.054
Epoch   1 Batch  225/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.528, Loss:  1.058
Epoch   1 Batch  226/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.532, Loss:  1.044
Epoch   1 Batch  227/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.532, Loss:  1.120
Epoch   1 Batch  228/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.550, Loss:  1.014
Epoch   1 Batch  229/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.553, Loss:  1.045
Epoch   1 Batch  230/1077 - Train Accuracy:  0.558, Validation Accuracy:  0.558, Loss:  0.998
Epoch   1 Batch  231/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.550, Loss:  1.044
Epoch   1 Batch  232/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.555, Loss:  1.082
Epoch   1 Batch  233/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.559, Loss:  1.090
Epoch   1 Batch  234/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.560, Loss:  1.020
Epoch   1 Batch  235/1077 - Train Accuracy:  0.544, Validation Accuracy:  0.564, Loss:  0.977
Epoch   1 Batch  236/1077 - Train Accuracy:  0.524, Validation Accuracy:  0.560, Loss:  1.064
Epoch   1 Batch  237/1077 - Train Accuracy:  0.564, Validation Accuracy:  0.559, Loss:  0.990
Epoch   1 Batch  238/1077 - Train Accuracy:  0.556, Validation Accuracy:  0.554, Loss:  1.086
Epoch   1 Batch  239/1077 - Train Accuracy:  0.569, Validation Accuracy:  0.552, Loss:  0.974
Epoch   1 Batch  240/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.550, Loss:  1.012
Epoch   1 Batch  241/1077 - Train Accuracy:  0.536, Validation Accuracy:  0.550, Loss:  1.003
Epoch   1 Batch  242/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.550, Loss:  1.064
Epoch   1 Batch  243/1077 - Train Accuracy:  0.497, Validation Accuracy:  0.555, Loss:  1.078
Epoch   1 Batch  244/1077 - Train Accuracy:  0.555, Validation Accuracy:  0.552, Loss:  0.993
Epoch   1 Batch  245/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.554, Loss:  1.002
Epoch   1 Batch  246/1077 - Train Accuracy:  0.496, Validation Accuracy:  0.553, Loss:  1.043
Epoch   1 Batch  247/1077 - Train Accuracy:  0.575, Validation Accuracy:  0.551, Loss:  0.996
Epoch   1 Batch  248/1077 - Train Accuracy:  0.546, Validation Accuracy:  0.553, Loss:  1.024
Epoch   1 Batch  249/1077 - Train Accuracy:  0.511, Validation Accuracy:  0.550, Loss:  1.040
Epoch   1 Batch  250/1077 - Train Accuracy:  0.532, Validation Accuracy:  0.552, Loss:  0.961
Epoch   1 Batch  251/1077 - Train Accuracy:  0.550, Validation Accuracy:  0.550, Loss:  1.003
Epoch   1 Batch  252/1077 - Train Accuracy:  0.544, Validation Accuracy:  0.543, Loss:  1.029
Epoch   1 Batch  253/1077 - Train Accuracy:  0.564, Validation Accuracy:  0.543, Loss:  0.991
Epoch   1 Batch  254/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.547, Loss:  1.058
Epoch   1 Batch  255/1077 - Train Accuracy:  0.504, Validation Accuracy:  0.552, Loss:  1.046
Epoch   1 Batch  256/1077 - Train Accuracy:  0.482, Validation Accuracy:  0.554, Loss:  1.063
Epoch   1 Batch  257/1077 - Train Accuracy:  0.563, Validation Accuracy:  0.548, Loss:  0.999
Epoch   1 Batch  258/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.549, Loss:  0.991
Epoch   1 Batch  259/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.550, Loss:  1.027
Epoch   1 Batch  260/1077 - Train Accuracy:  0.540, Validation Accuracy:  0.555, Loss:  0.994
Epoch   1 Batch  261/1077 - Train Accuracy:  0.564, Validation Accuracy:  0.557, Loss:  0.999
Epoch   1 Batch  262/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.553, Loss:  1.042
Epoch   1 Batch  263/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.550, Loss:  0.997
Epoch   1 Batch  264/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.549, Loss:  1.050
Epoch   1 Batch  265/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.545, Loss:  1.037
Epoch   1 Batch  266/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.541, Loss:  0.980
Epoch   1 Batch  267/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.541, Loss:  0.980
Epoch   1 Batch  268/1077 - Train Accuracy:  0.502, Validation Accuracy:  0.542, Loss:  1.023
Epoch   1 Batch  269/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.543, Loss:  1.105
Epoch   1 Batch  270/1077 - Train Accuracy:  0.495, Validation Accuracy:  0.537, Loss:  1.092
Epoch   1 Batch  271/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.537, Loss:  1.025
Epoch   1 Batch  272/1077 - Train Accuracy:  0.511, Validation Accuracy:  0.534, Loss:  1.035
Epoch   1 Batch  273/1077 - Train Accuracy:  0.522, Validation Accuracy:  0.539, Loss:  1.001
Epoch   1 Batch  274/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.542, Loss:  1.008
Epoch   1 Batch  275/1077 - Train Accuracy:  0.528, Validation Accuracy:  0.546, Loss:  0.985
Epoch   1 Batch  276/1077 - Train Accuracy:  0.477, Validation Accuracy:  0.543, Loss:  1.055
Epoch   1 Batch  277/1077 - Train Accuracy:  0.552, Validation Accuracy:  0.548, Loss:  0.964
Epoch   1 Batch  278/1077 - Train Accuracy:  0.526, Validation Accuracy:  0.547, Loss:  1.073
Epoch   1 Batch  279/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.557, Loss:  1.114
Epoch   1 Batch  280/1077 - Train Accuracy:  0.510, Validation Accuracy:  0.563, Loss:  1.061
Epoch   1 Batch  281/1077 - Train Accuracy:  0.522, Validation Accuracy:  0.567, Loss:  1.047
Epoch   1 Batch  282/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.565, Loss:  1.057
Epoch   1 Batch  283/1077 - Train Accuracy:  0.548, Validation Accuracy:  0.567, Loss:  1.052
Epoch   1 Batch  284/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.562, Loss:  1.089
Epoch   1 Batch  285/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.558, Loss:  0.979
Epoch   1 Batch  286/1077 - Train Accuracy:  0.556, Validation Accuracy:  0.555, Loss:  0.938
Epoch   1 Batch  287/1077 - Train Accuracy:  0.546, Validation Accuracy:  0.558, Loss:  1.017
Epoch   1 Batch  288/1077 - Train Accuracy:  0.514, Validation Accuracy:  0.559, Loss:  1.076
Epoch   1 Batch  289/1077 - Train Accuracy:  0.538, Validation Accuracy:  0.556, Loss:  1.003
Epoch   1 Batch  290/1077 - Train Accuracy:  0.547, Validation Accuracy:  0.563, Loss:  1.059
Epoch   1 Batch  291/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.561, Loss:  1.039
Epoch   1 Batch  292/1077 - Train Accuracy:  0.540, Validation Accuracy:  0.560, Loss:  0.996
Epoch   1 Batch  293/1077 - Train Accuracy:  0.495, Validation Accuracy:  0.551, Loss:  1.077
Epoch   1 Batch  294/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.548, Loss:  0.936
Epoch   1 Batch  295/1077 - Train Accuracy:  0.506, Validation Accuracy:  0.550, Loss:  1.097
Epoch   1 Batch  296/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.551, Loss:  0.992
Epoch   1 Batch  297/1077 - Train Accuracy:  0.513, Validation Accuracy:  0.555, Loss:  1.078
Epoch   1 Batch  298/1077 - Train Accuracy:  0.527, Validation Accuracy:  0.559, Loss:  1.089
Epoch   1 Batch  299/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.560, Loss:  1.000
Epoch   1 Batch  300/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.562, Loss:  1.075
Epoch   1 Batch  301/1077 - Train Accuracy:  0.522, Validation Accuracy:  0.564, Loss:  1.022
Epoch   1 Batch  302/1077 - Train Accuracy:  0.572, Validation Accuracy:  0.562, Loss:  1.022
Epoch   1 Batch  303/1077 - Train Accuracy:  0.543, Validation Accuracy:  0.561, Loss:  1.024
Epoch   1 Batch  304/1077 - Train Accuracy:  0.555, Validation Accuracy:  0.567, Loss:  0.949
Epoch   1 Batch  305/1077 - Train Accuracy:  0.538, Validation Accuracy:  0.564, Loss:  1.000
Epoch   1 Batch  306/1077 - Train Accuracy:  0.555, Validation Accuracy:  0.564, Loss:  0.988
Epoch   1 Batch  307/1077 - Train Accuracy:  0.535, Validation Accuracy:  0.567, Loss:  1.015
Epoch   1 Batch  308/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.561, Loss:  1.099
Epoch   1 Batch  309/1077 - Train Accuracy:  0.541, Validation Accuracy:  0.562, Loss:  0.992
Epoch   1 Batch  310/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.567, Loss:  1.013
Epoch   1 Batch  311/1077 - Train Accuracy:  0.567, Validation Accuracy:  0.561, Loss:  0.956
Epoch   1 Batch  312/1077 - Train Accuracy:  0.528, Validation Accuracy:  0.555, Loss:  1.047
Epoch   1 Batch  313/1077 - Train Accuracy:  0.526, Validation Accuracy:  0.555, Loss:  1.026
Epoch   1 Batch  314/1077 - Train Accuracy:  0.550, Validation Accuracy:  0.557, Loss:  1.015
Epoch   1 Batch  315/1077 - Train Accuracy:  0.535, Validation Accuracy:  0.556, Loss:  0.983
Epoch   1 Batch  316/1077 - Train Accuracy:  0.544, Validation Accuracy:  0.555, Loss:  0.977
Epoch   1 Batch  317/1077 - Train Accuracy:  0.551, Validation Accuracy:  0.559, Loss:  1.088
Epoch   1 Batch  318/1077 - Train Accuracy:  0.500, Validation Accuracy:  0.559, Loss:  1.027
Epoch   1 Batch  319/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.548, Loss:  1.021
Epoch   1 Batch  320/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.544, Loss:  1.032
Epoch   1 Batch  321/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.547, Loss:  0.994
Epoch   1 Batch  322/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.550, Loss:  0.975
Epoch   1 Batch  323/1077 - Train Accuracy:  0.573, Validation Accuracy:  0.551, Loss:  0.984
Epoch   1 Batch  324/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.553, Loss:  1.017
Epoch   1 Batch  325/1077 - Train Accuracy:  0.561, Validation Accuracy:  0.555, Loss:  0.958
Epoch   1 Batch  326/1077 - Train Accuracy:  0.575, Validation Accuracy:  0.559, Loss:  0.987
Epoch   1 Batch  327/1077 - Train Accuracy:  0.531, Validation Accuracy:  0.556, Loss:  1.042
Epoch   1 Batch  328/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.559, Loss:  1.002
Epoch   1 Batch  329/1077 - Train Accuracy:  0.506, Validation Accuracy:  0.559, Loss:  1.046
Epoch   1 Batch  330/1077 - Train Accuracy:  0.565, Validation Accuracy:  0.552, Loss:  1.009
Epoch   1 Batch  331/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.551, Loss:  1.028
Epoch   1 Batch  332/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.550, Loss:  0.935
Epoch   1 Batch  333/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.552, Loss:  1.031
Epoch   1 Batch  334/1077 - Train Accuracy:  0.542, Validation Accuracy:  0.550, Loss:  1.015
Epoch   1 Batch  335/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.553, Loss:  0.927
Epoch   1 Batch  336/1077 - Train Accuracy:  0.547, Validation Accuracy:  0.559, Loss:  1.004
Epoch   1 Batch  337/1077 - Train Accuracy:  0.498, Validation Accuracy:  0.565, Loss:  1.039
Epoch   1 Batch  338/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.561, Loss:  1.046
Epoch   1 Batch  339/1077 - Train Accuracy:  0.564, Validation Accuracy:  0.561, Loss:  0.962
Epoch   1 Batch  340/1077 - Train Accuracy:  0.509, Validation Accuracy:  0.557, Loss:  1.037
Epoch   1 Batch  341/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.561, Loss:  1.016
Epoch   1 Batch  342/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.559, Loss:  0.969
Epoch   1 Batch  343/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.563, Loss:  1.020
Epoch   1 Batch  344/1077 - Train Accuracy:  0.501, Validation Accuracy:  0.565, Loss:  1.017
Epoch   1 Batch  345/1077 - Train Accuracy:  0.564, Validation Accuracy:  0.563, Loss:  0.962
Epoch   1 Batch  346/1077 - Train Accuracy:  0.528, Validation Accuracy:  0.564, Loss:  1.028
Epoch   1 Batch  347/1077 - Train Accuracy:  0.561, Validation Accuracy:  0.555, Loss:  0.959
Epoch   1 Batch  348/1077 - Train Accuracy:  0.542, Validation Accuracy:  0.548, Loss:  0.951
Epoch   1 Batch  349/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.546, Loss:  1.001
Epoch   1 Batch  350/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.552, Loss:  1.044
Epoch   1 Batch  351/1077 - Train Accuracy:  0.470, Validation Accuracy:  0.551, Loss:  1.076
Epoch   1 Batch  352/1077 - Train Accuracy:  0.499, Validation Accuracy:  0.556, Loss:  1.046
Epoch   1 Batch  353/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.556, Loss:  1.075
Epoch   1 Batch  354/1077 - Train Accuracy:  0.526, Validation Accuracy:  0.560, Loss:  1.033
Epoch   1 Batch  355/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.566, Loss:  0.993
Epoch   1 Batch  356/1077 - Train Accuracy:  0.560, Validation Accuracy:  0.564, Loss:  1.016
Epoch   1 Batch  357/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.561, Loss:  0.938
Epoch   1 Batch  358/1077 - Train Accuracy:  0.507, Validation Accuracy:  0.558, Loss:  1.044
Epoch   1 Batch  359/1077 - Train Accuracy:  0.531, Validation Accuracy:  0.557, Loss:  0.991
Epoch   1 Batch  360/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.558, Loss:  1.006
Epoch   1 Batch  361/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.557, Loss:  1.032
Epoch   1 Batch  362/1077 - Train Accuracy:  0.556, Validation Accuracy:  0.563, Loss:  0.991
Epoch   1 Batch  363/1077 - Train Accuracy:  0.519, Validation Accuracy:  0.565, Loss:  1.024
Epoch   1 Batch  364/1077 - Train Accuracy:  0.517, Validation Accuracy:  0.565, Loss:  1.006
Epoch   1 Batch  365/1077 - Train Accuracy:  0.521, Validation Accuracy:  0.562, Loss:  0.999
Epoch   1 Batch  366/1077 - Train Accuracy:  0.544, Validation Accuracy:  0.567, Loss:  1.005
Epoch   1 Batch  367/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.568, Loss:  0.927
Epoch   1 Batch  368/1077 - Train Accuracy:  0.539, Validation Accuracy:  0.577, Loss:  0.997
Epoch   1 Batch  369/1077 - Train Accuracy:  0.547, Validation Accuracy:  0.567, Loss:  0.976
Epoch   1 Batch  370/1077 - Train Accuracy:  0.547, Validation Accuracy:  0.566, Loss:  0.955
Epoch   1 Batch  371/1077 - Train Accuracy:  0.528, Validation Accuracy:  0.567, Loss:  0.977
Epoch   1 Batch  372/1077 - Train Accuracy:  0.568, Validation Accuracy:  0.576, Loss:  0.957
Epoch   1 Batch  373/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.578, Loss:  0.930
Epoch   1 Batch  374/1077 - Train Accuracy:  0.510, Validation Accuracy:  0.579, Loss:  1.064
Epoch   1 Batch  375/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.578, Loss:  0.923
Epoch   1 Batch  376/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.571, Loss:  0.941
Epoch   1 Batch  377/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.568, Loss:  1.017
Epoch   1 Batch  378/1077 - Train Accuracy:  0.556, Validation Accuracy:  0.568, Loss:  0.974
Epoch   1 Batch  379/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.567, Loss:  1.011
Epoch   1 Batch  380/1077 - Train Accuracy:  0.547, Validation Accuracy:  0.566, Loss:  0.961
Epoch   1 Batch  381/1077 - Train Accuracy:  0.538, Validation Accuracy:  0.562, Loss:  0.993
Epoch   1 Batch  382/1077 - Train Accuracy:  0.543, Validation Accuracy:  0.560, Loss:  1.006
Epoch   1 Batch  383/1077 - Train Accuracy:  0.525, Validation Accuracy:  0.559, Loss:  0.963
Epoch   1 Batch  384/1077 - Train Accuracy:  0.548, Validation Accuracy:  0.549, Loss:  0.994
Epoch   1 Batch  385/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.551, Loss:  1.015
Epoch   1 Batch  386/1077 - Train Accuracy:  0.560, Validation Accuracy:  0.554, Loss:  0.959
Epoch   1 Batch  387/1077 - Train Accuracy:  0.542, Validation Accuracy:  0.559, Loss:  0.973
Epoch   1 Batch  388/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.572, Loss:  0.958
Epoch   1 Batch  389/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.576, Loss:  0.969
Epoch   1 Batch  390/1077 - Train Accuracy:  0.534, Validation Accuracy:  0.576, Loss:  1.041
Epoch   1 Batch  391/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.575, Loss:  0.970
Epoch   1 Batch  392/1077 - Train Accuracy:  0.529, Validation Accuracy:  0.588, Loss:  0.963
Epoch   1 Batch  393/1077 - Train Accuracy:  0.597, Validation Accuracy:  0.592, Loss:  0.946
Epoch   1 Batch  394/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.595, Loss:  1.009
Epoch   1 Batch  395/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.594, Loss:  0.928
Epoch   1 Batch  396/1077 - Train Accuracy:  0.566, Validation Accuracy:  0.590, Loss:  1.000
Epoch   1 Batch  397/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.589, Loss:  0.953
Epoch   1 Batch  398/1077 - Train Accuracy:  0.566, Validation Accuracy:  0.582, Loss:  1.049
Epoch   1 Batch  399/1077 - Train Accuracy:  0.505, Validation Accuracy:  0.582, Loss:  1.087
Epoch   1 Batch  400/1077 - Train Accuracy:  0.565, Validation Accuracy:  0.586, Loss:  0.987
Epoch   1 Batch  401/1077 - Train Accuracy:  0.572, Validation Accuracy:  0.583, Loss:  0.979
Epoch   1 Batch  402/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.580, Loss:  0.965
Epoch   1 Batch  403/1077 - Train Accuracy:  0.535, Validation Accuracy:  0.576, Loss:  1.016
Epoch   1 Batch  404/1077 - Train Accuracy:  0.563, Validation Accuracy:  0.573, Loss:  0.939
Epoch   1 Batch  405/1077 - Train Accuracy:  0.518, Validation Accuracy:  0.571, Loss:  1.037
Epoch   1 Batch  406/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.574, Loss:  0.971
Epoch   1 Batch  407/1077 - Train Accuracy:  0.527, Validation Accuracy:  0.578, Loss:  1.052
Epoch   1 Batch  408/1077 - Train Accuracy:  0.546, Validation Accuracy:  0.580, Loss:  0.976
Epoch   1 Batch  409/1077 - Train Accuracy:  0.541, Validation Accuracy:  0.578, Loss:  0.985
Epoch   1 Batch  410/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.580, Loss:  1.015
Epoch   1 Batch  411/1077 - Train Accuracy:  0.569, Validation Accuracy:  0.582, Loss:  0.946
Epoch   1 Batch  412/1077 - Train Accuracy:  0.550, Validation Accuracy:  0.585, Loss:  0.948
Epoch   1 Batch  413/1077 - Train Accuracy:  0.558, Validation Accuracy:  0.583, Loss:  0.974
Epoch   1 Batch  414/1077 - Train Accuracy:  0.508, Validation Accuracy:  0.587, Loss:  1.016
Epoch   1 Batch  415/1077 - Train Accuracy:  0.539, Validation Accuracy:  0.588, Loss:  0.928
Epoch   1 Batch  416/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.588, Loss:  0.975
Epoch   1 Batch  417/1077 - Train Accuracy:  0.577, Validation Accuracy:  0.584, Loss:  1.001
Epoch   1 Batch  418/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.586, Loss:  0.967
Epoch   1 Batch  419/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.589, Loss:  0.989
Epoch   1 Batch  420/1077 - Train Accuracy:  0.555, Validation Accuracy:  0.587, Loss:  0.964
Epoch   1 Batch  421/1077 - Train Accuracy:  0.561, Validation Accuracy:  0.585, Loss:  1.006
Epoch   1 Batch  422/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.584, Loss:  0.934
Epoch   1 Batch  423/1077 - Train Accuracy:  0.555, Validation Accuracy:  0.585, Loss:  1.002
Epoch   1 Batch  424/1077 - Train Accuracy:  0.541, Validation Accuracy:  0.585, Loss:  0.995
Epoch   1 Batch  425/1077 - Train Accuracy:  0.588, Validation Accuracy:  0.586, Loss:  0.942
Epoch   1 Batch  426/1077 - Train Accuracy:  0.524, Validation Accuracy:  0.580, Loss:  1.012
Epoch   1 Batch  427/1077 - Train Accuracy:  0.552, Validation Accuracy:  0.580, Loss:  0.976
Epoch   1 Batch  428/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.591, Loss:  0.920
Epoch   1 Batch  429/1077 - Train Accuracy:  0.561, Validation Accuracy:  0.584, Loss:  0.959
Epoch   1 Batch  430/1077 - Train Accuracy:  0.554, Validation Accuracy:  0.583, Loss:  0.975
Epoch   1 Batch  431/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.579, Loss:  0.987
Epoch   1 Batch  432/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.575, Loss:  0.992
Epoch   1 Batch  433/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.578, Loss:  0.997
Epoch   1 Batch  434/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.572, Loss:  0.997
Epoch   1 Batch  435/1077 - Train Accuracy:  0.530, Validation Accuracy:  0.558, Loss:  1.024
Epoch   1 Batch  436/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.555, Loss:  0.929
Epoch   1 Batch  437/1077 - Train Accuracy:  0.512, Validation Accuracy:  0.553, Loss:  0.984
Epoch   1 Batch  438/1077 - Train Accuracy:  0.536, Validation Accuracy:  0.560, Loss:  0.948
Epoch   1 Batch  439/1077 - Train Accuracy:  0.520, Validation Accuracy:  0.559, Loss:  1.002
Epoch   1 Batch  440/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.565, Loss:  1.020
Epoch   1 Batch  441/1077 - Train Accuracy:  0.516, Validation Accuracy:  0.567, Loss:  0.989
Epoch   1 Batch  442/1077 - Train Accuracy:  0.573, Validation Accuracy:  0.574, Loss:  0.950
Epoch   1 Batch  443/1077 - Train Accuracy:  0.576, Validation Accuracy:  0.586, Loss:  0.933
Epoch   1 Batch  444/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.591, Loss:  0.980
Epoch   1 Batch  445/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.594, Loss:  1.039
Epoch   1 Batch  446/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.596, Loss:  0.899
Epoch   1 Batch  447/1077 - Train Accuracy:  0.542, Validation Accuracy:  0.598, Loss:  0.999
Epoch   1 Batch  448/1077 - Train Accuracy:  0.565, Validation Accuracy:  0.591, Loss:  0.998
Epoch   1 Batch  449/1077 - Train Accuracy:  0.550, Validation Accuracy:  0.585, Loss:  1.024
Epoch   1 Batch  450/1077 - Train Accuracy:  0.569, Validation Accuracy:  0.578, Loss:  0.982
Epoch   1 Batch  451/1077 - Train Accuracy:  0.574, Validation Accuracy:  0.578, Loss:  0.944
Epoch   1 Batch  452/1077 - Train Accuracy:  0.571, Validation Accuracy:  0.583, Loss:  0.957
Epoch   1 Batch  453/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.582, Loss:  0.957
Epoch   1 Batch  454/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.584, Loss:  0.944
Epoch   1 Batch  455/1077 - Train Accuracy:  0.591, Validation Accuracy:  0.588, Loss:  0.914
Epoch   1 Batch  456/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.589, Loss:  0.994
Epoch   1 Batch  457/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.593, Loss:  0.936
Epoch   1 Batch  458/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.596, Loss:  0.959
Epoch   1 Batch  459/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.582, Loss:  0.909
Epoch   1 Batch  460/1077 - Train Accuracy:  0.533, Validation Accuracy:  0.573, Loss:  0.995
Epoch   1 Batch  461/1077 - Train Accuracy:  0.568, Validation Accuracy:  0.566, Loss:  0.980
Epoch   1 Batch  462/1077 - Train Accuracy:  0.548, Validation Accuracy:  0.568, Loss:  0.930
Epoch   1 Batch  463/1077 - Train Accuracy:  0.537, Validation Accuracy:  0.578, Loss:  0.975
Epoch   1 Batch  464/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.586, Loss:  0.938
Epoch   1 Batch  465/1077 - Train Accuracy:  0.558, Validation Accuracy:  0.594, Loss:  1.034
Epoch   1 Batch  466/1077 - Train Accuracy:  0.575, Validation Accuracy:  0.602, Loss:  0.952
Epoch   1 Batch  467/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.604, Loss:  0.926
Epoch   1 Batch  468/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.594, Loss:  0.954
Epoch   1 Batch  469/1077 - Train Accuracy:  0.541, Validation Accuracy:  0.586, Loss:  0.984
Epoch   1 Batch  470/1077 - Train Accuracy:  0.523, Validation Accuracy:  0.581, Loss:  1.009
Epoch   1 Batch  471/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.581, Loss:  0.970
Epoch   1 Batch  472/1077 - Train Accuracy:  0.561, Validation Accuracy:  0.578, Loss:  0.954
Epoch   1 Batch  473/1077 - Train Accuracy:  0.550, Validation Accuracy:  0.594, Loss:  0.969
Epoch   1 Batch  474/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.608, Loss:  0.974
Epoch   1 Batch  475/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.604, Loss:  0.924
Epoch   1 Batch  476/1077 - Train Accuracy:  0.567, Validation Accuracy:  0.603, Loss:  0.974
Epoch   1 Batch  477/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.603, Loss:  0.907
Epoch   1 Batch  478/1077 - Train Accuracy:  0.549, Validation Accuracy:  0.602, Loss:  1.009
Epoch   1 Batch  479/1077 - Train Accuracy:  0.546, Validation Accuracy:  0.598, Loss:  1.019
Epoch   1 Batch  480/1077 - Train Accuracy:  0.553, Validation Accuracy:  0.599, Loss:  0.979
Epoch   1 Batch  481/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.602, Loss:  0.947
Epoch   1 Batch  482/1077 - Train Accuracy:  0.567, Validation Accuracy:  0.599, Loss:  1.016
Epoch   1 Batch  483/1077 - Train Accuracy:  0.531, Validation Accuracy:  0.600, Loss:  0.974
Epoch   1 Batch  484/1077 - Train Accuracy:  0.569, Validation Accuracy:  0.592, Loss:  0.962
Epoch   1 Batch  485/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.595, Loss:  0.946
Epoch   1 Batch  486/1077 - Train Accuracy:  0.588, Validation Accuracy:  0.610, Loss:  0.979
Epoch   1 Batch  487/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.611, Loss:  0.994
Epoch   1 Batch  488/1077 - Train Accuracy:  0.570, Validation Accuracy:  0.612, Loss:  0.982
Epoch   1 Batch  489/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.603, Loss:  0.932
Epoch   1 Batch  490/1077 - Train Accuracy:  0.576, Validation Accuracy:  0.597, Loss:  0.972
Epoch   1 Batch  491/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.611, Loss:  0.949
Epoch   1 Batch  492/1077 - Train Accuracy:  0.571, Validation Accuracy:  0.618, Loss:  1.006
Epoch   1 Batch  493/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.624, Loss:  0.918
Epoch   1 Batch  494/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.623, Loss:  0.923
Epoch   1 Batch  495/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.623, Loss:  0.942
Epoch   1 Batch  496/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.608, Loss:  0.988
Epoch   1 Batch  497/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.598, Loss:  1.016
Epoch   1 Batch  498/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.597, Loss:  0.935
Epoch   1 Batch  499/1077 - Train Accuracy:  0.560, Validation Accuracy:  0.597, Loss:  0.916
Epoch   1 Batch  500/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.595, Loss:  0.960
Epoch   1 Batch  501/1077 - Train Accuracy:  0.576, Validation Accuracy:  0.587, Loss:  0.955
Epoch   1 Batch  502/1077 - Train Accuracy:  0.598, Validation Accuracy:  0.583, Loss:  0.932
Epoch   1 Batch  503/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.586, Loss:  0.946
Epoch   1 Batch  504/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.589, Loss:  0.952
Epoch   1 Batch  505/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.593, Loss:  0.882
Epoch   1 Batch  506/1077 - Train Accuracy:  0.571, Validation Accuracy:  0.598, Loss:  0.945
Epoch   1 Batch  507/1077 - Train Accuracy:  0.540, Validation Accuracy:  0.601, Loss:  0.942
Epoch   1 Batch  508/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.602, Loss:  0.903
Epoch   1 Batch  509/1077 - Train Accuracy:  0.567, Validation Accuracy:  0.605, Loss:  0.936
Epoch   1 Batch  510/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.611, Loss:  0.929
Epoch   1 Batch  511/1077 - Train Accuracy:  0.587, Validation Accuracy:  0.613, Loss:  0.987
Epoch   1 Batch  512/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.616, Loss:  0.961
Epoch   1 Batch  513/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.615, Loss:  0.946
Epoch   1 Batch  514/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.615, Loss:  0.976
Epoch   1 Batch  515/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.618, Loss:  0.972
Epoch   1 Batch  516/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.622, Loss:  0.895
Epoch   1 Batch  517/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.616, Loss:  0.917
Epoch   1 Batch  518/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.615, Loss:  0.920
Epoch   1 Batch  519/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.613, Loss:  0.948
Epoch   1 Batch  520/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.612, Loss:  0.920
Epoch   1 Batch  521/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.620, Loss:  0.923
Epoch   1 Batch  522/1077 - Train Accuracy:  0.587, Validation Accuracy:  0.614, Loss:  0.985
Epoch   1 Batch  523/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.614, Loss:  0.975
Epoch   1 Batch  524/1077 - Train Accuracy:  0.570, Validation Accuracy:  0.620, Loss:  0.973
Epoch   1 Batch  525/1077 - Train Accuracy:  0.570, Validation Accuracy:  0.615, Loss:  0.947
Epoch   1 Batch  526/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.608, Loss:  0.951
Epoch   1 Batch  527/1077 - Train Accuracy:  0.567, Validation Accuracy:  0.604, Loss:  0.987
Epoch   1 Batch  528/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.613, Loss:  0.930
Epoch   1 Batch  529/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.615, Loss:  0.935
Epoch   1 Batch  530/1077 - Train Accuracy:  0.571, Validation Accuracy:  0.614, Loss:  0.969
Epoch   1 Batch  531/1077 - Train Accuracy:  0.587, Validation Accuracy:  0.612, Loss:  0.950
Epoch   1 Batch  532/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.611, Loss:  0.986
Epoch   1 Batch  533/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.614, Loss:  0.958
Epoch   1 Batch  534/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.616, Loss:  0.920
Epoch   1 Batch  535/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.614, Loss:  0.947
Epoch   1 Batch  536/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.604, Loss:  0.945
Epoch   1 Batch  537/1077 - Train Accuracy:  0.578, Validation Accuracy:  0.602, Loss:  0.942
Epoch   1 Batch  538/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.606, Loss:  0.871
Epoch   1 Batch  539/1077 - Train Accuracy:  0.573, Validation Accuracy:  0.600, Loss:  0.948
Epoch   1 Batch  540/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.600, Loss:  0.906
Epoch   1 Batch  541/1077 - Train Accuracy:  0.559, Validation Accuracy:  0.608, Loss:  0.954
Epoch   1 Batch  542/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.607, Loss:  0.933
Epoch   1 Batch  543/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.612, Loss:  0.955
Epoch   1 Batch  544/1077 - Train Accuracy:  0.564, Validation Accuracy:  0.610, Loss:  0.940
Epoch   1 Batch  545/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.599, Loss:  0.982
Epoch   1 Batch  546/1077 - Train Accuracy:  0.533, Validation Accuracy:  0.590, Loss:  1.013
Epoch   1 Batch  547/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.588, Loss:  0.940
Epoch   1 Batch  548/1077 - Train Accuracy:  0.572, Validation Accuracy:  0.586, Loss:  0.926
Epoch   1 Batch  549/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.587, Loss:  1.012
Epoch   1 Batch  550/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.597, Loss:  0.979
Epoch   1 Batch  551/1077 - Train Accuracy:  0.583, Validation Accuracy:  0.611, Loss:  0.968
Epoch   1 Batch  552/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.616, Loss:  0.969
Epoch   1 Batch  553/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.613, Loss:  0.944
Epoch   1 Batch  554/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.606, Loss:  0.959
Epoch   1 Batch  555/1077 - Train Accuracy:  0.562, Validation Accuracy:  0.604, Loss:  0.923
Epoch   1 Batch  556/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.610, Loss:  0.928
Epoch   1 Batch  557/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.612, Loss:  0.922
Epoch   1 Batch  558/1077 - Train Accuracy:  0.591, Validation Accuracy:  0.618, Loss:  0.908
Epoch   1 Batch  559/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.624, Loss:  0.926
Epoch   1 Batch  560/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.625, Loss:  0.936
Epoch   1 Batch  561/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.627, Loss:  0.882
Epoch   1 Batch  562/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.624, Loss:  0.875
Epoch   1 Batch  563/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.616, Loss:  0.966
Epoch   1 Batch  564/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.620, Loss:  0.986
Epoch   1 Batch  565/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.616, Loss:  0.927
Epoch   1 Batch  566/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.615, Loss:  0.945
Epoch   1 Batch  567/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.616, Loss:  0.927
Epoch   1 Batch  568/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.623, Loss:  0.907
Epoch   1 Batch  569/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.624, Loss:  0.918
Epoch   1 Batch  570/1077 - Train Accuracy:  0.590, Validation Accuracy:  0.627, Loss:  0.969
Epoch   1 Batch  571/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.623, Loss:  0.865
Epoch   1 Batch  572/1077 - Train Accuracy:  0.589, Validation Accuracy:  0.623, Loss:  0.872
Epoch   1 Batch  573/1077 - Train Accuracy:  0.588, Validation Accuracy:  0.623, Loss:  0.931
Epoch   1 Batch  574/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.624, Loss:  0.971
Epoch   1 Batch  575/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.625, Loss:  0.909
Epoch   1 Batch  576/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.620, Loss:  0.969
Epoch   1 Batch  577/1077 - Train Accuracy:  0.578, Validation Accuracy:  0.618, Loss:  0.982
Epoch   1 Batch  578/1077 - Train Accuracy:  0.575, Validation Accuracy:  0.605, Loss:  0.966
Epoch   1 Batch  579/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.606, Loss:  0.905
Epoch   1 Batch  580/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.607, Loss:  0.881
Epoch   1 Batch  581/1077 - Train Accuracy:  0.586, Validation Accuracy:  0.609, Loss:  0.930
Epoch   1 Batch  582/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.613, Loss:  0.945
Epoch   1 Batch  583/1077 - Train Accuracy:  0.598, Validation Accuracy:  0.616, Loss:  0.952
Epoch   1 Batch  584/1077 - Train Accuracy:  0.586, Validation Accuracy:  0.615, Loss:  0.935
Epoch   1 Batch  585/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.614, Loss:  0.854
Epoch   1 Batch  586/1077 - Train Accuracy:  0.566, Validation Accuracy:  0.609, Loss:  1.016
Epoch   1 Batch  587/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.608, Loss:  0.899
Epoch   1 Batch  588/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.610, Loss:  0.928
Epoch   1 Batch  589/1077 - Train Accuracy:  0.586, Validation Accuracy:  0.606, Loss:  0.971
Epoch   1 Batch  590/1077 - Train Accuracy:  0.561, Validation Accuracy:  0.600, Loss:  0.968
Epoch   1 Batch  591/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.597, Loss:  0.865
Epoch   1 Batch  592/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.599, Loss:  0.956
Epoch   1 Batch  593/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.607, Loss:  0.886
Epoch   1 Batch  594/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.605, Loss:  0.938
Epoch   1 Batch  595/1077 - Train Accuracy:  0.553, Validation Accuracy:  0.610, Loss:  0.940
Epoch   1 Batch  596/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.611, Loss:  0.958
Epoch   1 Batch  597/1077 - Train Accuracy:  0.586, Validation Accuracy:  0.623, Loss:  0.963
Epoch   1 Batch  598/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.619, Loss:  0.913
Epoch   1 Batch  599/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.625, Loss:  0.989
Epoch   1 Batch  600/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.625, Loss:  0.893
Epoch   1 Batch  601/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.625, Loss:  0.879
Epoch   1 Batch  602/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.624, Loss:  0.910
Epoch   1 Batch  603/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.627, Loss:  0.926
Epoch   1 Batch  604/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.627, Loss:  0.968
Epoch   1 Batch  605/1077 - Train Accuracy:  0.578, Validation Accuracy:  0.617, Loss:  0.973
Epoch   1 Batch  606/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.616, Loss:  0.865
Epoch   1 Batch  607/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.609, Loss:  0.855
Epoch   1 Batch  608/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.606, Loss:  0.961
Epoch   1 Batch  609/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.606, Loss:  0.928
Epoch   1 Batch  610/1077 - Train Accuracy:  0.587, Validation Accuracy:  0.603, Loss:  0.981
Epoch   1 Batch  611/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.608, Loss:  0.944
Epoch   1 Batch  612/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.612, Loss:  0.868
Epoch   1 Batch  613/1077 - Train Accuracy:  0.588, Validation Accuracy:  0.618, Loss:  0.957
Epoch   1 Batch  614/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.624, Loss:  0.884
Epoch   1 Batch  615/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.625, Loss:  0.911
Epoch   1 Batch  616/1077 - Train Accuracy:  0.578, Validation Accuracy:  0.632, Loss:  0.979
Epoch   1 Batch  617/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.635, Loss:  0.912
Epoch   1 Batch  618/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.627, Loss:  0.914
Epoch   1 Batch  619/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.626, Loss:  0.980
Epoch   1 Batch  620/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.620, Loss:  0.916
Epoch   1 Batch  621/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.618, Loss:  0.923
Epoch   1 Batch  622/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.612, Loss:  0.952
Epoch   1 Batch  623/1077 - Train Accuracy:  0.574, Validation Accuracy:  0.612, Loss:  0.956
Epoch   1 Batch  624/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.608, Loss:  0.873
Epoch   1 Batch  625/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.605, Loss:  0.916
Epoch   1 Batch  626/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.591, Loss:  0.840
Epoch   1 Batch  627/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.600, Loss:  0.918
Epoch   1 Batch  628/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.610, Loss:  0.949
Epoch   1 Batch  629/1077 - Train Accuracy:  0.574, Validation Accuracy:  0.621, Loss:  0.944
Epoch   1 Batch  630/1077 - Train Accuracy:  0.592, Validation Accuracy:  0.614, Loss:  0.908
Epoch   1 Batch  631/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.629, Loss:  0.902
Epoch   1 Batch  632/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.624, Loss:  0.918
Epoch   1 Batch  633/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.629, Loss:  0.922
Epoch   1 Batch  634/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.629, Loss:  0.870
Epoch   1 Batch  635/1077 - Train Accuracy:  0.588, Validation Accuracy:  0.627, Loss:  0.978
Epoch   1 Batch  636/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.628, Loss:  0.900
Epoch   1 Batch  637/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.630, Loss:  0.932
Epoch   1 Batch  638/1077 - Train Accuracy:  0.574, Validation Accuracy:  0.630, Loss:  0.914
Epoch   1 Batch  639/1077 - Train Accuracy:  0.586, Validation Accuracy:  0.624, Loss:  0.913
Epoch   1 Batch  640/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.621, Loss:  0.900
Epoch   1 Batch  641/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.627, Loss:  0.945
Epoch   1 Batch  642/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.626, Loss:  0.919
Epoch   1 Batch  643/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.630, Loss:  0.885
Epoch   1 Batch  644/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.628, Loss:  0.902
Epoch   1 Batch  645/1077 - Train Accuracy:  0.590, Validation Accuracy:  0.629, Loss:  0.898
Epoch   1 Batch  646/1077 - Train Accuracy:  0.590, Validation Accuracy:  0.633, Loss:  0.894
Epoch   1 Batch  647/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.636, Loss:  0.914
Epoch   1 Batch  648/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.638, Loss:  0.880
Epoch   1 Batch  649/1077 - Train Accuracy:  0.592, Validation Accuracy:  0.637, Loss:  0.950
Epoch   1 Batch  650/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.640, Loss:  0.926
Epoch   1 Batch  651/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.640, Loss:  0.894
Epoch   1 Batch  652/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.636, Loss:  1.002
Epoch   1 Batch  653/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.630, Loss:  0.935
Epoch   1 Batch  654/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.632, Loss:  0.878
Epoch   1 Batch  655/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.634, Loss:  0.921
Epoch   1 Batch  656/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.634, Loss:  0.915
Epoch   1 Batch  657/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.627, Loss:  0.933
Epoch   1 Batch  658/1077 - Train Accuracy:  0.587, Validation Accuracy:  0.631, Loss:  0.899
Epoch   1 Batch  659/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.632, Loss:  0.868
Epoch   1 Batch  660/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.637, Loss:  0.939
Epoch   1 Batch  661/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.632, Loss:  0.845
Epoch   1 Batch  662/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.634, Loss:  0.888
Epoch   1 Batch  663/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.635, Loss:  0.900
Epoch   1 Batch  664/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.633, Loss:  0.901
Epoch   1 Batch  665/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.626, Loss:  0.909
Epoch   1 Batch  666/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.634, Loss:  0.954
Epoch   1 Batch  667/1077 - Train Accuracy:  0.572, Validation Accuracy:  0.624, Loss:  0.960
Epoch   1 Batch  668/1077 - Train Accuracy:  0.588, Validation Accuracy:  0.624, Loss:  0.878
Epoch   1 Batch  669/1077 - Train Accuracy:  0.589, Validation Accuracy:  0.611, Loss:  0.893
Epoch   1 Batch  670/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.611, Loss:  0.827
Epoch   1 Batch  671/1077 - Train Accuracy:  0.556, Validation Accuracy:  0.612, Loss:  0.954
Epoch   1 Batch  672/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.610, Loss:  0.880
Epoch   1 Batch  673/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.610, Loss:  0.867
Epoch   1 Batch  674/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.616, Loss:  0.904
Epoch   1 Batch  675/1077 - Train Accuracy:  0.587, Validation Accuracy:  0.628, Loss:  0.905
Epoch   1 Batch  676/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.631, Loss:  0.961
Epoch   1 Batch  677/1077 - Train Accuracy:  0.574, Validation Accuracy:  0.634, Loss:  0.995
Epoch   1 Batch  678/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.634, Loss:  0.887
Epoch   1 Batch  679/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.638, Loss:  0.958
Epoch   1 Batch  680/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.638, Loss:  0.893
Epoch   1 Batch  681/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.633, Loss:  0.931
Epoch   1 Batch  682/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.629, Loss:  0.935
Epoch   1 Batch  683/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.626, Loss:  0.906
Epoch   1 Batch  684/1077 - Train Accuracy:  0.598, Validation Accuracy:  0.625, Loss:  0.905
Epoch   1 Batch  685/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.626, Loss:  0.935
Epoch   1 Batch  686/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.621, Loss:  0.845
Epoch   1 Batch  687/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.623, Loss:  0.947
Epoch   1 Batch  688/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.618, Loss:  0.903
Epoch   1 Batch  689/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.619, Loss:  0.865
Epoch   1 Batch  690/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.625, Loss:  0.889
Epoch   1 Batch  691/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.623, Loss:  0.953
Epoch   1 Batch  692/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.624, Loss:  0.850
Epoch   1 Batch  693/1077 - Train Accuracy:  0.578, Validation Accuracy:  0.625, Loss:  1.017
Epoch   1 Batch  694/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.623, Loss:  0.868
Epoch   1 Batch  695/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.628, Loss:  0.876
Epoch   1 Batch  696/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.630, Loss:  0.970
Epoch   1 Batch  697/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.629, Loss:  0.887
Epoch   1 Batch  698/1077 - Train Accuracy:  0.586, Validation Accuracy:  0.622, Loss:  0.871
Epoch   1 Batch  699/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.615, Loss:  0.962
Epoch   1 Batch  700/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.626, Loss:  0.899
Epoch   1 Batch  701/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.628, Loss:  0.962
Epoch   1 Batch  702/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.627, Loss:  0.899
Epoch   1 Batch  703/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.628, Loss:  0.922
Epoch   1 Batch  704/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.626, Loss:  0.932
Epoch   1 Batch  705/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.624, Loss:  0.951
Epoch   1 Batch  706/1077 - Train Accuracy:  0.575, Validation Accuracy:  0.618, Loss:  0.900
Epoch   1 Batch  707/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.617, Loss:  0.911
Epoch   1 Batch  708/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.619, Loss:  0.904
Epoch   1 Batch  709/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.615, Loss:  0.935
Epoch   1 Batch  710/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.616, Loss:  0.914
Epoch   1 Batch  711/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.604, Loss:  0.940
Epoch   1 Batch  712/1077 - Train Accuracy:  0.583, Validation Accuracy:  0.606, Loss:  0.876
Epoch   1 Batch  713/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.607, Loss:  0.830
Epoch   1 Batch  714/1077 - Train Accuracy:  0.567, Validation Accuracy:  0.610, Loss:  0.904
Epoch   1 Batch  715/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.611, Loss:  0.917
Epoch   1 Batch  716/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.604, Loss:  0.844
Epoch   1 Batch  717/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.606, Loss:  0.901
Epoch   1 Batch  718/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.610, Loss:  0.921
Epoch   1 Batch  719/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.613, Loss:  0.872
Epoch   1 Batch  720/1077 - Train Accuracy:  0.576, Validation Accuracy:  0.603, Loss:  0.965
Epoch   1 Batch  721/1077 - Train Accuracy:  0.575, Validation Accuracy:  0.606, Loss:  0.931
Epoch   1 Batch  722/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.600, Loss:  0.894
Epoch   1 Batch  723/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.612, Loss:  0.869
Epoch   1 Batch  724/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.614, Loss:  0.927
Epoch   1 Batch  725/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.609, Loss:  0.850
Epoch   1 Batch  726/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.601, Loss:  0.888
Epoch   1 Batch  727/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.592, Loss:  0.874
Epoch   1 Batch  728/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.588, Loss:  0.878
Epoch   1 Batch  729/1077 - Train Accuracy:  0.578, Validation Accuracy:  0.588, Loss:  0.946
Epoch   1 Batch  730/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.593, Loss:  0.912
Epoch   1 Batch  731/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.607, Loss:  0.887
Epoch   1 Batch  732/1077 - Train Accuracy:  0.563, Validation Accuracy:  0.615, Loss:  0.964
Epoch   1 Batch  733/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.615, Loss:  0.908
Epoch   1 Batch  734/1077 - Train Accuracy:  0.588, Validation Accuracy:  0.605, Loss:  0.925
Epoch   1 Batch  735/1077 - Train Accuracy:  0.583, Validation Accuracy:  0.598, Loss:  0.911
Epoch   1 Batch  736/1077 - Train Accuracy:  0.569, Validation Accuracy:  0.591, Loss:  0.911
Epoch   1 Batch  737/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.590, Loss:  0.934
Epoch   1 Batch  738/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.587, Loss:  0.780
Epoch   1 Batch  739/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.603, Loss:  0.860
Epoch   1 Batch  740/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.619, Loss:  0.897
Epoch   1 Batch  741/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.616, Loss:  0.895
Epoch   1 Batch  742/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.623, Loss:  0.914
Epoch   1 Batch  743/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.631, Loss:  0.922
Epoch   1 Batch  744/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.630, Loss:  0.854
Epoch   1 Batch  745/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.626, Loss:  0.893
Epoch   1 Batch  746/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.626, Loss:  0.884
Epoch   1 Batch  747/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.628, Loss:  0.869
Epoch   1 Batch  748/1077 - Train Accuracy:  0.589, Validation Accuracy:  0.634, Loss:  0.888
Epoch   1 Batch  749/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.639, Loss:  0.912
Epoch   1 Batch  750/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.645, Loss:  0.863
Epoch   1 Batch  751/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.643, Loss:  0.878
Epoch   1 Batch  752/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.637, Loss:  0.837
Epoch   1 Batch  753/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.631, Loss:  0.895
Epoch   1 Batch  754/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.624, Loss:  0.917
Epoch   1 Batch  755/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.625, Loss:  0.871
Epoch   1 Batch  756/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.624, Loss:  0.858
Epoch   1 Batch  757/1077 - Train Accuracy:  0.590, Validation Accuracy:  0.630, Loss:  0.923
Epoch   1 Batch  758/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.636, Loss:  0.850
Epoch   1 Batch  759/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.637, Loss:  0.829
Epoch   1 Batch  760/1077 - Train Accuracy:  0.583, Validation Accuracy:  0.626, Loss:  0.896
Epoch   1 Batch  761/1077 - Train Accuracy:  0.557, Validation Accuracy:  0.624, Loss:  0.919
Epoch   1 Batch  762/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.622, Loss:  0.859
Epoch   1 Batch  763/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.623, Loss:  0.860
Epoch   1 Batch  764/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.632, Loss:  0.924
Epoch   1 Batch  765/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.634, Loss:  0.857
Epoch   1 Batch  766/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.640, Loss:  0.903
Epoch   1 Batch  767/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.640, Loss:  0.866
Epoch   1 Batch  768/1077 - Train Accuracy:  0.598, Validation Accuracy:  0.646, Loss:  0.888
Epoch   1 Batch  769/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.642, Loss:  0.911
Epoch   1 Batch  770/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.634, Loss:  0.845
Epoch   1 Batch  771/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.620, Loss:  0.907
Epoch   1 Batch  772/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.605, Loss:  0.856
Epoch   1 Batch  773/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.600, Loss:  0.891
Epoch   1 Batch  774/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.602, Loss:  0.902
Epoch   1 Batch  775/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.611, Loss:  0.884
Epoch   1 Batch  776/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.627, Loss:  0.899
Epoch   1 Batch  777/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.632, Loss:  0.905
Epoch   1 Batch  778/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.635, Loss:  0.867
Epoch   1 Batch  779/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.634, Loss:  0.890
Epoch   1 Batch  780/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.630, Loss:  0.922
Epoch   1 Batch  781/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.627, Loss:  0.822
Epoch   1 Batch  782/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.629, Loss:  0.862
Epoch   1 Batch  783/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.623, Loss:  0.868
Epoch   1 Batch  784/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.622, Loss:  0.897
Epoch   1 Batch  785/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.625, Loss:  0.842
Epoch   1 Batch  786/1077 - Train Accuracy:  0.577, Validation Accuracy:  0.625, Loss:  0.901
Epoch   1 Batch  787/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.629, Loss:  0.818
Epoch   1 Batch  788/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.630, Loss:  0.879
Epoch   1 Batch  789/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.628, Loss:  0.901
Epoch   1 Batch  790/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.627, Loss:  0.944
Epoch   1 Batch  791/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.623, Loss:  0.885
Epoch   1 Batch  792/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.621, Loss:  0.913
Epoch   1 Batch  793/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.623, Loss:  0.868
Epoch   1 Batch  794/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.625, Loss:  0.873
Epoch   1 Batch  795/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.620, Loss:  0.908
Epoch   1 Batch  796/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.619, Loss:  0.929
Epoch   1 Batch  797/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.620, Loss:  0.874
Epoch   1 Batch  798/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.623, Loss:  0.900
Epoch   1 Batch  799/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.628, Loss:  0.928
Epoch   1 Batch  800/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.632, Loss:  0.902
Epoch   1 Batch  801/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.632, Loss:  0.906
Epoch   1 Batch  802/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.624, Loss:  0.847
Epoch   1 Batch  803/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.632, Loss:  0.872
Epoch   1 Batch  804/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.618, Loss:  0.886
Epoch   1 Batch  805/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.613, Loss:  0.891
Epoch   1 Batch  806/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.615, Loss:  0.885
Epoch   1 Batch  807/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.619, Loss:  0.878
Epoch   1 Batch  808/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.621, Loss:  0.912
Epoch   1 Batch  809/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.620, Loss:  0.933
Epoch   1 Batch  810/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.621, Loss:  0.830
Epoch   1 Batch  811/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.631, Loss:  0.805
Epoch   1 Batch  812/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.631, Loss:  0.886
Epoch   1 Batch  813/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.633, Loss:  0.849
Epoch   1 Batch  814/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.630, Loss:  0.903
Epoch   1 Batch  815/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.630, Loss:  0.884
Epoch   1 Batch  816/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.628, Loss:  0.909
Epoch   1 Batch  817/1077 - Train Accuracy:  0.597, Validation Accuracy:  0.633, Loss:  0.936
Epoch   1 Batch  818/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.627, Loss:  0.910
Epoch   1 Batch  819/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.635, Loss:  0.853
Epoch   1 Batch  820/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.630, Loss:  0.879
Epoch   1 Batch  821/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.629, Loss:  0.863
Epoch   1 Batch  822/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.633, Loss:  0.862
Epoch   1 Batch  823/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.629, Loss:  0.862
Epoch   1 Batch  824/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.623, Loss:  0.853
Epoch   1 Batch  825/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.620, Loss:  0.862
Epoch   1 Batch  826/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.625, Loss:  0.819
Epoch   1 Batch  827/1077 - Train Accuracy:  0.598, Validation Accuracy:  0.629, Loss:  0.936
Epoch   1 Batch  828/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.634, Loss:  0.874
Epoch   1 Batch  829/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.627, Loss:  0.891
Epoch   1 Batch  830/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.629, Loss:  0.856
Epoch   1 Batch  831/1077 - Train Accuracy:  0.575, Validation Accuracy:  0.625, Loss:  0.901
Epoch   1 Batch  832/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.624, Loss:  0.889
Epoch   1 Batch  833/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.624, Loss:  0.884
Epoch   1 Batch  834/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.622, Loss:  0.832
Epoch   1 Batch  835/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.618, Loss:  0.887
Epoch   1 Batch  836/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.622, Loss:  0.924
Epoch   1 Batch  837/1077 - Train Accuracy:  0.577, Validation Accuracy:  0.619, Loss:  0.908
Epoch   1 Batch  838/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.619, Loss:  0.872
Epoch   1 Batch  839/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.627, Loss:  0.856
Epoch   1 Batch  840/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.624, Loss:  0.863
Epoch   1 Batch  841/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.621, Loss:  0.872
Epoch   1 Batch  842/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.624, Loss:  0.848
Epoch   1 Batch  843/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.630, Loss:  0.833
Epoch   1 Batch  844/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.631, Loss:  0.849
Epoch   1 Batch  845/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.646, Loss:  0.867
Epoch   1 Batch  846/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.645, Loss:  0.862
Epoch   1 Batch  847/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.649, Loss:  0.871
Epoch   1 Batch  848/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.641, Loss:  0.882
Epoch   1 Batch  849/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.643, Loss:  0.846
Epoch   1 Batch  850/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.642, Loss:  0.886
Epoch   1 Batch  851/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.645, Loss:  0.828
Epoch   1 Batch  852/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.645, Loss:  0.880
Epoch   1 Batch  853/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.641, Loss:  0.826
Epoch   1 Batch  854/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.637, Loss:  0.861
Epoch   1 Batch  855/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.632, Loss:  0.854
Epoch   1 Batch  856/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.626, Loss:  0.875
Epoch   1 Batch  857/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.629, Loss:  0.873
Epoch   1 Batch  858/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.631, Loss:  0.825
Epoch   1 Batch  859/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.632, Loss:  0.875
Epoch   1 Batch  860/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.633, Loss:  0.831
Epoch   1 Batch  861/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.634, Loss:  0.878
Epoch   1 Batch  862/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.632, Loss:  0.843
Epoch   1 Batch  863/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.627, Loss:  0.832
Epoch   1 Batch  864/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.627, Loss:  0.849
Epoch   1 Batch  865/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.632, Loss:  0.786
Epoch   1 Batch  866/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.631, Loss:  0.838
Epoch   1 Batch  867/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.630, Loss:  0.912
Epoch   1 Batch  868/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.628, Loss:  0.870
Epoch   1 Batch  869/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.625, Loss:  0.894
Epoch   1 Batch  870/1077 - Train Accuracy:  0.569, Validation Accuracy:  0.621, Loss:  0.940
Epoch   1 Batch  871/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.619, Loss:  0.871
Epoch   1 Batch  872/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.616, Loss:  0.843
Epoch   1 Batch  873/1077 - Train Accuracy:  0.589, Validation Accuracy:  0.615, Loss:  0.874
Epoch   1 Batch  874/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.626, Loss:  0.875
Epoch   1 Batch  875/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.627, Loss:  0.878
Epoch   1 Batch  876/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.632, Loss:  0.897
Epoch   1 Batch  877/1077 - Train Accuracy:  0.610, Validation Accuracy:  0.632, Loss:  0.848
Epoch   1 Batch  878/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.637, Loss:  0.848
Epoch   1 Batch  879/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.637, Loss:  0.815
Epoch   1 Batch  880/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.636, Loss:  0.853
Epoch   1 Batch  881/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.634, Loss:  0.880
Epoch   1 Batch  882/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.634, Loss:  0.886
Epoch   1 Batch  883/1077 - Train Accuracy:  0.590, Validation Accuracy:  0.626, Loss:  0.975
Epoch   1 Batch  884/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.625, Loss:  0.858
Epoch   1 Batch  885/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.622, Loss:  0.743
Epoch   1 Batch  886/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.623, Loss:  0.879
Epoch   1 Batch  887/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.624, Loss:  0.866
Epoch   1 Batch  888/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.628, Loss:  0.840
Epoch   1 Batch  889/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.635, Loss:  0.858
Epoch   1 Batch  890/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.637, Loss:  0.782
Epoch   1 Batch  891/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.631, Loss:  0.870
Epoch   1 Batch  892/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.628, Loss:  0.844
Epoch   1 Batch  893/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.619, Loss:  0.831
Epoch   1 Batch  894/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.618, Loss:  0.813
Epoch   1 Batch  895/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.627, Loss:  0.843
Epoch   1 Batch  896/1077 - Train Accuracy:  0.593, Validation Accuracy:  0.628, Loss:  0.922
Epoch   1 Batch  897/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.628, Loss:  0.806
Epoch   1 Batch  898/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.624, Loss:  0.815
Epoch   1 Batch  899/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.624, Loss:  0.902
Epoch   1 Batch  900/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.620, Loss:  0.872
Epoch   1 Batch  901/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.626, Loss:  0.859
Epoch   1 Batch  902/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.623, Loss:  0.835
Epoch   1 Batch  903/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.626, Loss:  0.835
Epoch   1 Batch  904/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.621, Loss:  0.880
Epoch   1 Batch  905/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.631, Loss:  0.824
Epoch   1 Batch  906/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.640, Loss:  0.853
Epoch   1 Batch  907/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.638, Loss:  0.851
Epoch   1 Batch  908/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.641, Loss:  0.876
Epoch   1 Batch  909/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.635, Loss:  0.856
Epoch   1 Batch  910/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.629, Loss:  0.837
Epoch   1 Batch  911/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.634, Loss:  0.770
Epoch   1 Batch  912/1077 - Train Accuracy:  0.571, Validation Accuracy:  0.631, Loss:  0.854
Epoch   1 Batch  913/1077 - Train Accuracy:  0.596, Validation Accuracy:  0.640, Loss:  0.883
Epoch   1 Batch  914/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.630, Loss:  0.738
Epoch   1 Batch  915/1077 - Train Accuracy:  0.583, Validation Accuracy:  0.620, Loss:  0.904
Epoch   1 Batch  916/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.624, Loss:  0.880
Epoch   1 Batch  917/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.623, Loss:  0.884
Epoch   1 Batch  918/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.623, Loss:  0.801
Epoch   1 Batch  919/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.621, Loss:  0.840
Epoch   1 Batch  920/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.626, Loss:  0.874
Epoch   1 Batch  921/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.619, Loss:  0.868
Epoch   1 Batch  922/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.624, Loss:  0.823
Epoch   1 Batch  923/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.620, Loss:  0.898
Epoch   1 Batch  924/1077 - Train Accuracy:  0.584, Validation Accuracy:  0.615, Loss:  0.891
Epoch   1 Batch  925/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.604, Loss:  0.819
Epoch   1 Batch  926/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.606, Loss:  0.872
Epoch   1 Batch  927/1077 - Train Accuracy:  0.580, Validation Accuracy:  0.614, Loss:  0.869
Epoch   1 Batch  928/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.630, Loss:  0.845
Epoch   1 Batch  929/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.636, Loss:  0.895
Epoch   1 Batch  930/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.628, Loss:  0.856
Epoch   1 Batch  931/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.624, Loss:  0.818
Epoch   1 Batch  932/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.627, Loss:  0.887
Epoch   1 Batch  933/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.624, Loss:  0.864
Epoch   1 Batch  934/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.623, Loss:  0.858
Epoch   1 Batch  935/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.623, Loss:  0.864
Epoch   1 Batch  936/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.626, Loss:  0.826
Epoch   1 Batch  937/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.632, Loss:  0.886
Epoch   1 Batch  938/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.633, Loss:  0.895
Epoch   1 Batch  939/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.630, Loss:  0.849
Epoch   1 Batch  940/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.624, Loss:  0.883
Epoch   1 Batch  941/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.611, Loss:  0.800
Epoch   1 Batch  942/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.606, Loss:  0.891
Epoch   1 Batch  943/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.616, Loss:  0.856
Epoch   1 Batch  944/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.615, Loss:  0.832
Epoch   1 Batch  945/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.611, Loss:  0.831
Epoch   1 Batch  946/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.616, Loss:  0.881
Epoch   1 Batch  947/1077 - Train Accuracy:  0.574, Validation Accuracy:  0.626, Loss:  0.920
Epoch   1 Batch  948/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.632, Loss:  0.841
Epoch   1 Batch  949/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.634, Loss:  0.784
Epoch   1 Batch  950/1077 - Train Accuracy:  0.597, Validation Accuracy:  0.632, Loss:  0.846
Epoch   1 Batch  951/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.626, Loss:  0.817
Epoch   1 Batch  952/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.628, Loss:  0.833
Epoch   1 Batch  953/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.629, Loss:  0.849
Epoch   1 Batch  954/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.626, Loss:  0.873
Epoch   1 Batch  955/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.629, Loss:  0.873
Epoch   1 Batch  956/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.636, Loss:  0.829
Epoch   1 Batch  957/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.631, Loss:  0.807
Epoch   1 Batch  958/1077 - Train Accuracy:  0.598, Validation Accuracy:  0.634, Loss:  0.866
Epoch   1 Batch  959/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.629, Loss:  0.839
Epoch   1 Batch  960/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.625, Loss:  0.812
Epoch   1 Batch  961/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.625, Loss:  0.873
Epoch   1 Batch  962/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.618, Loss:  0.807
Epoch   1 Batch  963/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.628, Loss:  0.950
Epoch   1 Batch  964/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.638, Loss:  0.833
Epoch   1 Batch  965/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.641, Loss:  0.902
Epoch   1 Batch  966/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.643, Loss:  0.751
Epoch   1 Batch  967/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.642, Loss:  0.810
Epoch   1 Batch  968/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.647, Loss:  0.901
Epoch   1 Batch  969/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.640, Loss:  0.828
Epoch   1 Batch  970/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.631, Loss:  0.890
Epoch   1 Batch  971/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.626, Loss:  0.828
Epoch   1 Batch  972/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.627, Loss:  0.857
Epoch   1 Batch  973/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.629, Loss:  0.796
Epoch   1 Batch  974/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.633, Loss:  0.854
Epoch   1 Batch  975/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.638, Loss:  0.806
Epoch   1 Batch  976/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.643, Loss:  0.822
Epoch   1 Batch  977/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.642, Loss:  0.793
Epoch   1 Batch  978/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.641, Loss:  0.827
Epoch   1 Batch  979/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.636, Loss:  0.890
Epoch   1 Batch  980/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.635, Loss:  0.819
Epoch   1 Batch  981/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.629, Loss:  0.853
Epoch   1 Batch  982/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.627, Loss:  0.819
Epoch   1 Batch  983/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.627, Loss:  0.900
Epoch   1 Batch  984/1077 - Train Accuracy:  0.594, Validation Accuracy:  0.632, Loss:  0.868
Epoch   1 Batch  985/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.636, Loss:  0.839
Epoch   1 Batch  986/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.642, Loss:  0.873
Epoch   1 Batch  987/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.647, Loss:  0.821
Epoch   1 Batch  988/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.650, Loss:  0.873
Epoch   1 Batch  989/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.647, Loss:  0.875
Epoch   1 Batch  990/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.639, Loss:  0.893
Epoch   1 Batch  991/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.637, Loss:  0.848
Epoch   1 Batch  992/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.638, Loss:  0.850
Epoch   1 Batch  993/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.638, Loss:  0.818
Epoch   1 Batch  994/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.640, Loss:  0.865
Epoch   1 Batch  995/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.634, Loss:  0.798
Epoch   1 Batch  996/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.639, Loss:  0.854
Epoch   1 Batch  997/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.641, Loss:  0.877
Epoch   1 Batch  998/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.653, Loss:  0.825
Epoch   1 Batch  999/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.646, Loss:  0.861
Epoch   1 Batch 1000/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.647, Loss:  0.800
Epoch   1 Batch 1001/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.644, Loss:  0.805
Epoch   1 Batch 1002/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.645, Loss:  0.837
Epoch   1 Batch 1003/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.644, Loss:  0.864
Epoch   1 Batch 1004/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.641, Loss:  0.836
Epoch   1 Batch 1005/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.641, Loss:  0.856
Epoch   1 Batch 1006/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.647, Loss:  0.787
Epoch   1 Batch 1007/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.648, Loss:  0.781
Epoch   1 Batch 1008/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.645, Loss:  0.848
Epoch   1 Batch 1009/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.641, Loss:  0.781
Epoch   1 Batch 1010/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.636, Loss:  0.857
Epoch   1 Batch 1011/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.638, Loss:  0.855
Epoch   1 Batch 1012/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.634, Loss:  0.799
Epoch   1 Batch 1013/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.631, Loss:  0.784
Epoch   1 Batch 1014/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.630, Loss:  0.867
Epoch   1 Batch 1015/1077 - Train Accuracy:  0.599, Validation Accuracy:  0.631, Loss:  0.863
Epoch   1 Batch 1016/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.638, Loss:  0.864
Epoch   1 Batch 1017/1077 - Train Accuracy:  0.571, Validation Accuracy:  0.638, Loss:  0.859
Epoch   1 Batch 1018/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.642, Loss:  0.795
Epoch   1 Batch 1019/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.619, Loss:  0.867
Epoch   1 Batch 1020/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.625, Loss:  0.810
Epoch   1 Batch 1021/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.621, Loss:  0.830
Epoch   1 Batch 1022/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.629, Loss:  0.795
Epoch   1 Batch 1023/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.635, Loss:  0.787
Epoch   1 Batch 1024/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.626, Loss:  0.876
Epoch   1 Batch 1025/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.621, Loss:  0.820
Epoch   1 Batch 1026/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.622, Loss:  0.779
Epoch   1 Batch 1027/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.617, Loss:  0.883
Epoch   1 Batch 1028/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.626, Loss:  0.847
Epoch   1 Batch 1029/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.632, Loss:  0.835
Epoch   1 Batch 1030/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.642, Loss:  0.839
Epoch   1 Batch 1031/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.643, Loss:  0.883
Epoch   1 Batch 1032/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.636, Loss:  0.796
Epoch   1 Batch 1033/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.638, Loss:  0.810
Epoch   1 Batch 1034/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.640, Loss:  0.874
Epoch   1 Batch 1035/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.644, Loss:  0.769
Epoch   1 Batch 1036/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.646, Loss:  0.804
Epoch   1 Batch 1037/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.645, Loss:  0.864
Epoch   1 Batch 1038/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.648, Loss:  0.826
Epoch   1 Batch 1039/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.655, Loss:  0.788
Epoch   1 Batch 1040/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.649, Loss:  0.869
Epoch   1 Batch 1041/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.641, Loss:  0.866
Epoch   1 Batch 1042/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.638, Loss:  0.831
Epoch   1 Batch 1043/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.638, Loss:  0.857
Epoch   1 Batch 1044/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.641, Loss:  0.837
Epoch   1 Batch 1045/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.648, Loss:  0.866
Epoch   1 Batch 1046/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.641, Loss:  0.804
Epoch   1 Batch 1047/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.650, Loss:  0.834
Epoch   1 Batch 1048/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.643, Loss:  0.837
Epoch   1 Batch 1049/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.644, Loss:  0.853
Epoch   1 Batch 1050/1077 - Train Accuracy:  0.597, Validation Accuracy:  0.642, Loss:  0.868
Epoch   1 Batch 1051/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.644, Loss:  0.807
Epoch   1 Batch 1052/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.645, Loss:  0.778
Epoch   1 Batch 1053/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.648, Loss:  0.820
Epoch   1 Batch 1054/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.651, Loss:  0.865
Epoch   1 Batch 1055/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.650, Loss:  0.805
Epoch   1 Batch 1056/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.651, Loss:  0.831
Epoch   1 Batch 1057/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.646, Loss:  0.880
Epoch   1 Batch 1058/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.647, Loss:  0.884
Epoch   1 Batch 1059/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.640, Loss:  0.912
Epoch   1 Batch 1060/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.637, Loss:  0.827
Epoch   1 Batch 1061/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.636, Loss:  0.872
Epoch   1 Batch 1062/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.638, Loss:  0.844
Epoch   1 Batch 1063/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.639, Loss:  0.805
Epoch   1 Batch 1064/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.643, Loss:  0.832
Epoch   1 Batch 1065/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.644, Loss:  0.811
Epoch   1 Batch 1066/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.644, Loss:  0.833
Epoch   1 Batch 1067/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.634, Loss:  0.816
Epoch   1 Batch 1068/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.634, Loss:  0.810
Epoch   1 Batch 1069/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.641, Loss:  0.765
Epoch   1 Batch 1070/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.654, Loss:  0.857
Epoch   1 Batch 1071/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.640, Loss:  0.818
Epoch   1 Batch 1072/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.640, Loss:  0.816
Epoch   1 Batch 1073/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.637, Loss:  0.845
Epoch   1 Batch 1074/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.641, Loss:  0.833
Epoch   1 Batch 1075/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.638, Loss:  0.869
Epoch   2 Batch    0/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.640, Loss:  0.784
Epoch   2 Batch    1/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.640, Loss:  0.824
Epoch   2 Batch    2/1077 - Train Accuracy:  0.581, Validation Accuracy:  0.639, Loss:  0.833
Epoch   2 Batch    3/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.642, Loss:  0.836
Epoch   2 Batch    4/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.648, Loss:  0.831
Epoch   2 Batch    5/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.641, Loss:  0.850
Epoch   2 Batch    6/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.646, Loss:  0.831
Epoch   2 Batch    7/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.647, Loss:  0.811
Epoch   2 Batch    8/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.648, Loss:  0.797
Epoch   2 Batch    9/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.658, Loss:  0.807
Epoch   2 Batch   10/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.656, Loss:  0.860
Epoch   2 Batch   11/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.653, Loss:  0.816
Epoch   2 Batch   12/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.658, Loss:  0.860
Epoch   2 Batch   13/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.656, Loss:  0.810
Epoch   2 Batch   14/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.652, Loss:  0.776
Epoch   2 Batch   15/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.648, Loss:  0.783
Epoch   2 Batch   16/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.650, Loss:  0.817
Epoch   2 Batch   17/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.653, Loss:  0.809
Epoch   2 Batch   18/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.663, Loss:  0.811
Epoch   2 Batch   19/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.659, Loss:  0.802
Epoch   2 Batch   20/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.651, Loss:  0.788
Epoch   2 Batch   21/1077 - Train Accuracy:  0.582, Validation Accuracy:  0.653, Loss:  0.843
Epoch   2 Batch   22/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.652, Loss:  0.847
Epoch   2 Batch   23/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.651, Loss:  0.840
Epoch   2 Batch   24/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.650, Loss:  0.827
Epoch   2 Batch   25/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.652, Loss:  0.807
Epoch   2 Batch   26/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.662, Loss:  0.852
Epoch   2 Batch   27/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.667, Loss:  0.750
Epoch   2 Batch   28/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.666, Loss:  0.777
Epoch   2 Batch   29/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.663, Loss:  0.789
Epoch   2 Batch   30/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.659, Loss:  0.799
Epoch   2 Batch   31/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.658, Loss:  0.831
Epoch   2 Batch   32/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.654, Loss:  0.780
Epoch   2 Batch   33/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.650, Loss:  0.763
Epoch   2 Batch   34/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.644, Loss:  0.796
Epoch   2 Batch   35/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.643, Loss:  0.807
Epoch   2 Batch   36/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.636, Loss:  0.826
Epoch   2 Batch   37/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.634, Loss:  0.825
Epoch   2 Batch   38/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.640, Loss:  0.881
Epoch   2 Batch   39/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.651, Loss:  0.879
Epoch   2 Batch   40/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.658, Loss:  0.826
Epoch   2 Batch   41/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.652, Loss:  0.811
Epoch   2 Batch   42/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.656, Loss:  0.834
Epoch   2 Batch   43/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.659, Loss:  0.810
Epoch   2 Batch   44/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.658, Loss:  0.858
Epoch   2 Batch   45/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.660, Loss:  0.819
Epoch   2 Batch   46/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.663, Loss:  0.864
Epoch   2 Batch   47/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.663, Loss:  0.804
Epoch   2 Batch   48/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.658, Loss:  0.855
Epoch   2 Batch   49/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.665, Loss:  0.820
Epoch   2 Batch   50/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.665, Loss:  0.832
Epoch   2 Batch   51/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.663, Loss:  0.775
Epoch   2 Batch   52/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.656, Loss:  0.809
Epoch   2 Batch   53/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.657, Loss:  0.839
Epoch   2 Batch   54/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.659, Loss:  0.893
Epoch   2 Batch   55/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.661, Loss:  0.799
Epoch   2 Batch   56/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.656, Loss:  0.803
Epoch   2 Batch   57/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.651, Loss:  0.753
Epoch   2 Batch   58/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.646, Loss:  0.798
Epoch   2 Batch   59/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.644, Loss:  0.843
Epoch   2 Batch   60/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.637, Loss:  0.779
Epoch   2 Batch   61/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.638, Loss:  0.815
Epoch   2 Batch   62/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.643, Loss:  0.871
Epoch   2 Batch   63/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.643, Loss:  0.771
Epoch   2 Batch   64/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.647, Loss:  0.800
Epoch   2 Batch   65/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.648, Loss:  0.841
Epoch   2 Batch   66/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.653, Loss:  0.806
Epoch   2 Batch   67/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.658, Loss:  0.786
Epoch   2 Batch   68/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.649, Loss:  0.836
Epoch   2 Batch   69/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.645, Loss:  0.837
Epoch   2 Batch   70/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.659, Loss:  0.847
Epoch   2 Batch   71/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.652, Loss:  0.782
Epoch   2 Batch   72/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.650, Loss:  0.804
Epoch   2 Batch   73/1077 - Train Accuracy:  0.587, Validation Accuracy:  0.641, Loss:  0.844
Epoch   2 Batch   74/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.651, Loss:  0.741
Epoch   2 Batch   75/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.656, Loss:  0.808
Epoch   2 Batch   76/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.658, Loss:  0.785
Epoch   2 Batch   77/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.664, Loss:  0.839
Epoch   2 Batch   78/1077 - Train Accuracy:  0.579, Validation Accuracy:  0.669, Loss:  0.873
Epoch   2 Batch   79/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.656, Loss:  0.829
Epoch   2 Batch   80/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.662, Loss:  0.827
Epoch   2 Batch   81/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.662, Loss:  0.821
Epoch   2 Batch   82/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.673, Loss:  0.719
Epoch   2 Batch   83/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.669, Loss:  0.855
Epoch   2 Batch   84/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.673, Loss:  0.822
Epoch   2 Batch   85/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.670, Loss:  0.756
Epoch   2 Batch   86/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.659, Loss:  0.820
Epoch   2 Batch   87/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.659, Loss:  0.833
Epoch   2 Batch   88/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.655, Loss:  0.827
Epoch   2 Batch   89/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.657, Loss:  0.795
Epoch   2 Batch   90/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.661, Loss:  0.838
Epoch   2 Batch   91/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.658, Loss:  0.730
Epoch   2 Batch   92/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.662, Loss:  0.803
Epoch   2 Batch   93/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.668, Loss:  0.834
Epoch   2 Batch   94/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.669, Loss:  0.759
Epoch   2 Batch   95/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.661, Loss:  0.818
Epoch   2 Batch   96/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.661, Loss:  0.805
Epoch   2 Batch   97/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.663, Loss:  0.789
Epoch   2 Batch   98/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.661, Loss:  0.765
Epoch   2 Batch   99/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.657, Loss:  0.830
Epoch   2 Batch  100/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.660, Loss:  0.820
Epoch   2 Batch  101/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.655, Loss:  0.788
Epoch   2 Batch  102/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.646, Loss:  0.776
Epoch   2 Batch  103/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.643, Loss:  0.890
Epoch   2 Batch  104/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.652, Loss:  0.840
Epoch   2 Batch  105/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.651, Loss:  0.798
Epoch   2 Batch  106/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.652, Loss:  0.876
Epoch   2 Batch  107/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.654, Loss:  0.795
Epoch   2 Batch  108/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.647, Loss:  0.725
Epoch   2 Batch  109/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.652, Loss:  0.796
Epoch   2 Batch  110/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.650, Loss:  0.765
Epoch   2 Batch  111/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.654, Loss:  0.824
Epoch   2 Batch  112/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.656, Loss:  0.791
Epoch   2 Batch  113/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.653, Loss:  0.822
Epoch   2 Batch  114/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.652, Loss:  0.746
Epoch   2 Batch  115/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.656, Loss:  0.821
Epoch   2 Batch  116/1077 - Train Accuracy:  0.597, Validation Accuracy:  0.651, Loss:  0.835
Epoch   2 Batch  117/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.651, Loss:  0.826
Epoch   2 Batch  118/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.653, Loss:  0.865
Epoch   2 Batch  119/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.654, Loss:  0.798
Epoch   2 Batch  120/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.658, Loss:  0.806
Epoch   2 Batch  121/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.655, Loss:  0.779
Epoch   2 Batch  122/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.657, Loss:  0.790
Epoch   2 Batch  123/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.660, Loss:  0.755
Epoch   2 Batch  124/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.672, Loss:  0.827
Epoch   2 Batch  125/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.668, Loss:  0.811
Epoch   2 Batch  126/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.671, Loss:  0.765
Epoch   2 Batch  127/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.656, Loss:  0.795
Epoch   2 Batch  128/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.656, Loss:  0.754
Epoch   2 Batch  129/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.659, Loss:  0.784
Epoch   2 Batch  130/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.654, Loss:  0.756
Epoch   2 Batch  131/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.652, Loss:  0.809
Epoch   2 Batch  132/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.644, Loss:  0.826
Epoch   2 Batch  133/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.645, Loss:  0.812
Epoch   2 Batch  134/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.638, Loss:  0.749
Epoch   2 Batch  135/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.641, Loss:  0.816
Epoch   2 Batch  136/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.651, Loss:  0.778
Epoch   2 Batch  137/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.651, Loss:  0.735
Epoch   2 Batch  138/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.656, Loss:  0.786
Epoch   2 Batch  139/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.660, Loss:  0.817
Epoch   2 Batch  140/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.659, Loss:  0.850
Epoch   2 Batch  141/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.668, Loss:  0.831
Epoch   2 Batch  142/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.675, Loss:  0.738
Epoch   2 Batch  143/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.675, Loss:  0.810
Epoch   2 Batch  144/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.677, Loss:  0.842
Epoch   2 Batch  145/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.672, Loss:  0.791
Epoch   2 Batch  146/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.657, Loss:  0.793
Epoch   2 Batch  147/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.658, Loss:  0.834
Epoch   2 Batch  148/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.647, Loss:  0.805
Epoch   2 Batch  149/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.647, Loss:  0.808
Epoch   2 Batch  150/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.649, Loss:  0.759
Epoch   2 Batch  151/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.651, Loss:  0.739
Epoch   2 Batch  152/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.653, Loss:  0.785
Epoch   2 Batch  153/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.647, Loss:  0.833
Epoch   2 Batch  154/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.645, Loss:  0.827
Epoch   2 Batch  155/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.647, Loss:  0.822
Epoch   2 Batch  156/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.654, Loss:  0.785
Epoch   2 Batch  157/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.653, Loss:  0.801
Epoch   2 Batch  158/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.654, Loss:  0.801
Epoch   2 Batch  159/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.655, Loss:  0.734
Epoch   2 Batch  160/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.661, Loss:  0.770
Epoch   2 Batch  161/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.653, Loss:  0.817
Epoch   2 Batch  162/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.658, Loss:  0.827
Epoch   2 Batch  163/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.650, Loss:  0.825
Epoch   2 Batch  164/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.650, Loss:  0.793
Epoch   2 Batch  165/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.646, Loss:  0.778
Epoch   2 Batch  166/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.653, Loss:  0.785
Epoch   2 Batch  167/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.654, Loss:  0.816
Epoch   2 Batch  168/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.660, Loss:  0.836
Epoch   2 Batch  169/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.657, Loss:  0.770
Epoch   2 Batch  170/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.650, Loss:  0.848
Epoch   2 Batch  171/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.651, Loss:  0.750
Epoch   2 Batch  172/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.641, Loss:  0.751
Epoch   2 Batch  173/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.646, Loss:  0.845
Epoch   2 Batch  174/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.652, Loss:  0.808
Epoch   2 Batch  175/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.657, Loss:  0.757
Epoch   2 Batch  176/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.654, Loss:  0.804
Epoch   2 Batch  177/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.665, Loss:  0.841
Epoch   2 Batch  178/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.651, Loss:  0.770
Epoch   2 Batch  179/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.653, Loss:  0.831
Epoch   2 Batch  180/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.653, Loss:  0.783
Epoch   2 Batch  181/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.652, Loss:  0.822
Epoch   2 Batch  182/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.653, Loss:  0.773
Epoch   2 Batch  183/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.653, Loss:  0.813
Epoch   2 Batch  184/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.661, Loss:  0.772
Epoch   2 Batch  185/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.660, Loss:  0.823
Epoch   2 Batch  186/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.648, Loss:  0.817
Epoch   2 Batch  187/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.656, Loss:  0.775
Epoch   2 Batch  188/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.656, Loss:  0.800
Epoch   2 Batch  189/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.656, Loss:  0.800
Epoch   2 Batch  190/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.651, Loss:  0.784
Epoch   2 Batch  191/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.648, Loss:  0.729
Epoch   2 Batch  192/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.648, Loss:  0.796
Epoch   2 Batch  193/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.640, Loss:  0.773
Epoch   2 Batch  194/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.645, Loss:  0.732
Epoch   2 Batch  195/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.648, Loss:  0.788
Epoch   2 Batch  196/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.648, Loss:  0.769
Epoch   2 Batch  197/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.648, Loss:  0.783
Epoch   2 Batch  198/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.655, Loss:  0.732
Epoch   2 Batch  199/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.653, Loss:  0.763
Epoch   2 Batch  200/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.645, Loss:  0.821
Epoch   2 Batch  201/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.645, Loss:  0.756
Epoch   2 Batch  202/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.642, Loss:  0.781
Epoch   2 Batch  203/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.639, Loss:  0.776
Epoch   2 Batch  204/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.644, Loss:  0.793
Epoch   2 Batch  205/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.648, Loss:  0.777
Epoch   2 Batch  206/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.649, Loss:  0.775
Epoch   2 Batch  207/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.646, Loss:  0.786
Epoch   2 Batch  208/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.651, Loss:  0.782
Epoch   2 Batch  209/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.653, Loss:  0.725
Epoch   2 Batch  210/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.651, Loss:  0.789
Epoch   2 Batch  211/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.652, Loss:  0.785
Epoch   2 Batch  212/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.652, Loss:  0.744
Epoch   2 Batch  213/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.655, Loss:  0.728
Epoch   2 Batch  214/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.656, Loss:  0.785
Epoch   2 Batch  215/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.647, Loss:  0.805
Epoch   2 Batch  216/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.643, Loss:  0.795
Epoch   2 Batch  217/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.636, Loss:  0.757
Epoch   2 Batch  218/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.648, Loss:  0.832
Epoch   2 Batch  219/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.648, Loss:  0.763
Epoch   2 Batch  220/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.650, Loss:  0.790
Epoch   2 Batch  221/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.656, Loss:  0.822
Epoch   2 Batch  222/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.646, Loss:  0.835
Epoch   2 Batch  223/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.646, Loss:  0.716
Epoch   2 Batch  224/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.643, Loss:  0.798
Epoch   2 Batch  225/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.640, Loss:  0.794
Epoch   2 Batch  226/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.640, Loss:  0.778
Epoch   2 Batch  227/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.648, Loss:  0.839
Epoch   2 Batch  228/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.653, Loss:  0.746
Epoch   2 Batch  229/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.647, Loss:  0.773
Epoch   2 Batch  230/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.661, Loss:  0.744
Epoch   2 Batch  231/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.654, Loss:  0.802
Epoch   2 Batch  232/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.656, Loss:  0.800
Epoch   2 Batch  233/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.657, Loss:  0.840
Epoch   2 Batch  234/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.653, Loss:  0.779
Epoch   2 Batch  235/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.654, Loss:  0.721
Epoch   2 Batch  236/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.654, Loss:  0.794
Epoch   2 Batch  237/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.657, Loss:  0.742
Epoch   2 Batch  238/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.662, Loss:  0.805
Epoch   2 Batch  239/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.662, Loss:  0.724
Epoch   2 Batch  240/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.659, Loss:  0.773
Epoch   2 Batch  241/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.653, Loss:  0.746
Epoch   2 Batch  242/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.651, Loss:  0.784
Epoch   2 Batch  243/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.648, Loss:  0.778
Epoch   2 Batch  244/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.651, Loss:  0.758
Epoch   2 Batch  245/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.650, Loss:  0.743
Epoch   2 Batch  246/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.657, Loss:  0.796
Epoch   2 Batch  247/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.663, Loss:  0.752
Epoch   2 Batch  248/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.662, Loss:  0.748
Epoch   2 Batch  249/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.659, Loss:  0.772
Epoch   2 Batch  250/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.657, Loss:  0.715
Epoch   2 Batch  251/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.662, Loss:  0.775
Epoch   2 Batch  252/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.661, Loss:  0.743
Epoch   2 Batch  253/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.654, Loss:  0.766
Epoch   2 Batch  254/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.656, Loss:  0.795
Epoch   2 Batch  255/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.664, Loss:  0.814
Epoch   2 Batch  256/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.664, Loss:  0.827
Epoch   2 Batch  257/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.665, Loss:  0.745
Epoch   2 Batch  258/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.665, Loss:  0.730
Epoch   2 Batch  259/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.668, Loss:  0.774
Epoch   2 Batch  260/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.651, Loss:  0.726
Epoch   2 Batch  261/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.654, Loss:  0.755
Epoch   2 Batch  262/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.659, Loss:  0.783
Epoch   2 Batch  263/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.657, Loss:  0.748
Epoch   2 Batch  264/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.644, Loss:  0.792
Epoch   2 Batch  265/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.643, Loss:  0.790
Epoch   2 Batch  266/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.643, Loss:  0.753
Epoch   2 Batch  267/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.637, Loss:  0.744
Epoch   2 Batch  268/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.634, Loss:  0.767
Epoch   2 Batch  269/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.636, Loss:  0.819
Epoch   2 Batch  270/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.634, Loss:  0.815
Epoch   2 Batch  271/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.640, Loss:  0.746
Epoch   2 Batch  272/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.642, Loss:  0.793
Epoch   2 Batch  273/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.640, Loss:  0.753
Epoch   2 Batch  274/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.635, Loss:  0.743
Epoch   2 Batch  275/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.637, Loss:  0.750
Epoch   2 Batch  276/1077 - Train Accuracy:  0.600, Validation Accuracy:  0.645, Loss:  0.805
Epoch   2 Batch  277/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.651, Loss:  0.716
Epoch   2 Batch  278/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.651, Loss:  0.829
Epoch   2 Batch  279/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.646, Loss:  0.839
Epoch   2 Batch  280/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.651, Loss:  0.798
Epoch   2 Batch  281/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.643, Loss:  0.801
Epoch   2 Batch  282/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.657, Loss:  0.809
Epoch   2 Batch  283/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.659, Loss:  0.799
Epoch   2 Batch  284/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.663, Loss:  0.831
Epoch   2 Batch  285/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.655, Loss:  0.740
Epoch   2 Batch  286/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.660, Loss:  0.727
Epoch   2 Batch  287/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.657, Loss:  0.775
Epoch   2 Batch  288/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.655, Loss:  0.798
Epoch   2 Batch  289/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.657, Loss:  0.758
Epoch   2 Batch  290/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.655, Loss:  0.795
Epoch   2 Batch  291/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.657, Loss:  0.775
Epoch   2 Batch  292/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.659, Loss:  0.755
Epoch   2 Batch  293/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.661, Loss:  0.811
Epoch   2 Batch  294/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.654, Loss:  0.705
Epoch   2 Batch  295/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.647, Loss:  0.843
Epoch   2 Batch  296/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.654, Loss:  0.730
Epoch   2 Batch  297/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.643, Loss:  0.817
Epoch   2 Batch  298/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.653, Loss:  0.832
Epoch   2 Batch  299/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.659, Loss:  0.756
Epoch   2 Batch  300/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.661, Loss:  0.812
Epoch   2 Batch  301/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.658, Loss:  0.771
Epoch   2 Batch  302/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.658, Loss:  0.765
Epoch   2 Batch  303/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.645, Loss:  0.801
Epoch   2 Batch  304/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.653, Loss:  0.736
Epoch   2 Batch  305/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.650, Loss:  0.764
Epoch   2 Batch  306/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.646, Loss:  0.735
Epoch   2 Batch  307/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.643, Loss:  0.764
Epoch   2 Batch  308/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.646, Loss:  0.847
Epoch   2 Batch  309/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.639, Loss:  0.730
Epoch   2 Batch  310/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.639, Loss:  0.774
Epoch   2 Batch  311/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.640, Loss:  0.731
Epoch   2 Batch  312/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.634, Loss:  0.804
Epoch   2 Batch  313/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.626, Loss:  0.768
Epoch   2 Batch  314/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.629, Loss:  0.776
Epoch   2 Batch  315/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.631, Loss:  0.718
Epoch   2 Batch  316/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.626, Loss:  0.732
Epoch   2 Batch  317/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.625, Loss:  0.824
Epoch   2 Batch  318/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.636, Loss:  0.770
Epoch   2 Batch  319/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.646, Loss:  0.786
Epoch   2 Batch  320/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.647, Loss:  0.782
Epoch   2 Batch  321/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.647, Loss:  0.759
Epoch   2 Batch  322/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.652, Loss:  0.710
Epoch   2 Batch  323/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.657, Loss:  0.754
Epoch   2 Batch  324/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.657, Loss:  0.758
Epoch   2 Batch  325/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.659, Loss:  0.737
Epoch   2 Batch  326/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.647, Loss:  0.731
Epoch   2 Batch  327/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.649, Loss:  0.791
Epoch   2 Batch  328/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.654, Loss:  0.767
Epoch   2 Batch  329/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.658, Loss:  0.793
Epoch   2 Batch  330/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.653, Loss:  0.760
Epoch   2 Batch  331/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.651, Loss:  0.790
Epoch   2 Batch  332/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.653, Loss:  0.704
Epoch   2 Batch  333/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.647, Loss:  0.789
Epoch   2 Batch  334/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.654, Loss:  0.772
Epoch   2 Batch  335/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.655, Loss:  0.716
Epoch   2 Batch  336/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.658, Loss:  0.777
Epoch   2 Batch  337/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.650, Loss:  0.782
Epoch   2 Batch  338/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.650, Loss:  0.801
Epoch   2 Batch  339/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.650, Loss:  0.726
Epoch   2 Batch  340/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.646, Loss:  0.771
Epoch   2 Batch  341/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.650, Loss:  0.784
Epoch   2 Batch  342/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.646, Loss:  0.736
Epoch   2 Batch  343/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.658, Loss:  0.773
Epoch   2 Batch  344/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.658, Loss:  0.766
Epoch   2 Batch  345/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.665, Loss:  0.736
Epoch   2 Batch  346/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.669, Loss:  0.778
Epoch   2 Batch  347/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.659, Loss:  0.722
Epoch   2 Batch  348/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.662, Loss:  0.735
Epoch   2 Batch  349/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.659, Loss:  0.763
Epoch   2 Batch  350/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.662, Loss:  0.812
Epoch   2 Batch  351/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.669, Loss:  0.821
Epoch   2 Batch  352/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.663, Loss:  0.790
Epoch   2 Batch  353/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.658, Loss:  0.818
Epoch   2 Batch  354/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.663, Loss:  0.786
Epoch   2 Batch  355/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.661, Loss:  0.776
Epoch   2 Batch  356/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.657, Loss:  0.781
Epoch   2 Batch  357/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.657, Loss:  0.734
Epoch   2 Batch  358/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.661, Loss:  0.819
Epoch   2 Batch  359/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.656, Loss:  0.773
Epoch   2 Batch  360/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.648, Loss:  0.780
Epoch   2 Batch  361/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.655, Loss:  0.805
Epoch   2 Batch  362/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.655, Loss:  0.746
Epoch   2 Batch  363/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.657, Loss:  0.781
Epoch   2 Batch  364/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.661, Loss:  0.785
Epoch   2 Batch  365/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.654, Loss:  0.767
Epoch   2 Batch  366/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.649, Loss:  0.780
Epoch   2 Batch  367/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.652, Loss:  0.711
Epoch   2 Batch  368/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.659, Loss:  0.754
Epoch   2 Batch  369/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.661, Loss:  0.758
Epoch   2 Batch  370/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.656, Loss:  0.733
Epoch   2 Batch  371/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.659, Loss:  0.745
Epoch   2 Batch  372/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.657, Loss:  0.739
Epoch   2 Batch  373/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.660, Loss:  0.703
Epoch   2 Batch  374/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.664, Loss:  0.813
Epoch   2 Batch  375/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.663, Loss:  0.705
Epoch   2 Batch  376/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.652, Loss:  0.715
Epoch   2 Batch  377/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.659, Loss:  0.791
Epoch   2 Batch  378/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.666, Loss:  0.744
Epoch   2 Batch  379/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.663, Loss:  0.781
Epoch   2 Batch  380/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.665, Loss:  0.748
Epoch   2 Batch  381/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.664, Loss:  0.761
Epoch   2 Batch  382/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.654, Loss:  0.781
Epoch   2 Batch  383/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.657, Loss:  0.740
Epoch   2 Batch  384/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.661, Loss:  0.759
Epoch   2 Batch  385/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.661, Loss:  0.774
Epoch   2 Batch  386/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.656, Loss:  0.737
Epoch   2 Batch  387/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.665, Loss:  0.753
Epoch   2 Batch  388/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.661, Loss:  0.744
Epoch   2 Batch  389/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.649, Loss:  0.744
Epoch   2 Batch  390/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.658, Loss:  0.789
Epoch   2 Batch  391/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.664, Loss:  0.763
Epoch   2 Batch  392/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.667, Loss:  0.748
Epoch   2 Batch  393/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.668, Loss:  0.715
Epoch   2 Batch  394/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.659, Loss:  0.786
Epoch   2 Batch  395/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.664, Loss:  0.719
Epoch   2 Batch  396/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.665, Loss:  0.780
Epoch   2 Batch  397/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.669, Loss:  0.736
Epoch   2 Batch  398/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.670, Loss:  0.786
Epoch   2 Batch  399/1077 - Train Accuracy:  0.585, Validation Accuracy:  0.656, Loss:  0.830
Epoch   2 Batch  400/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.656, Loss:  0.780
Epoch   2 Batch  401/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.653, Loss:  0.743
Epoch   2 Batch  402/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.652, Loss:  0.726
Epoch   2 Batch  403/1077 - Train Accuracy:  0.607, Validation Accuracy:  0.648, Loss:  0.793
Epoch   2 Batch  404/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.664, Loss:  0.722
Epoch   2 Batch  405/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.651, Loss:  0.814
Epoch   2 Batch  406/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.651, Loss:  0.741
Epoch   2 Batch  407/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.651, Loss:  0.796
Epoch   2 Batch  408/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.662, Loss:  0.759
Epoch   2 Batch  409/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.663, Loss:  0.759
Epoch   2 Batch  410/1077 - Train Accuracy:  0.606, Validation Accuracy:  0.668, Loss:  0.774
Epoch   2 Batch  411/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.674, Loss:  0.747
Epoch   2 Batch  412/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.670, Loss:  0.713
Epoch   2 Batch  413/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.658, Loss:  0.758
Epoch   2 Batch  414/1077 - Train Accuracy:  0.609, Validation Accuracy:  0.662, Loss:  0.794
Epoch   2 Batch  415/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.662, Loss:  0.716
Epoch   2 Batch  416/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.664, Loss:  0.744
Epoch   2 Batch  417/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.661, Loss:  0.775
Epoch   2 Batch  418/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.667, Loss:  0.725
Epoch   2 Batch  419/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.664, Loss:  0.754
Epoch   2 Batch  420/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.655, Loss:  0.739
Epoch   2 Batch  421/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.655, Loss:  0.774
Epoch   2 Batch  422/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.653, Loss:  0.728
Epoch   2 Batch  423/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.654, Loss:  0.767
Epoch   2 Batch  424/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.654, Loss:  0.763
Epoch   2 Batch  425/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.665, Loss:  0.740
Epoch   2 Batch  426/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.668, Loss:  0.778
Epoch   2 Batch  427/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.664, Loss:  0.758
Epoch   2 Batch  428/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.655, Loss:  0.722
Epoch   2 Batch  429/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.657, Loss:  0.737
Epoch   2 Batch  430/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.649, Loss:  0.745
Epoch   2 Batch  431/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.659, Loss:  0.771
Epoch   2 Batch  432/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.657, Loss:  0.767
Epoch   2 Batch  433/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.643, Loss:  0.762
Epoch   2 Batch  434/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.643, Loss:  0.765
Epoch   2 Batch  435/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.649, Loss:  0.800
Epoch   2 Batch  436/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.649, Loss:  0.725
Epoch   2 Batch  437/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.644, Loss:  0.767
Epoch   2 Batch  438/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.641, Loss:  0.771
Epoch   2 Batch  439/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.639, Loss:  0.787
Epoch   2 Batch  440/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.635, Loss:  0.781
Epoch   2 Batch  441/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.640, Loss:  0.746
Epoch   2 Batch  442/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.657, Loss:  0.747
Epoch   2 Batch  443/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.657, Loss:  0.741
Epoch   2 Batch  444/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.662, Loss:  0.759
Epoch   2 Batch  445/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.651, Loss:  0.804
Epoch   2 Batch  446/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.647, Loss:  0.699
Epoch   2 Batch  447/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.650, Loss:  0.760
Epoch   2 Batch  448/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.649, Loss:  0.783
Epoch   2 Batch  449/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.643, Loss:  0.793
Epoch   2 Batch  450/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.652, Loss:  0.758
Epoch   2 Batch  451/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.650, Loss:  0.727
Epoch   2 Batch  452/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.657, Loss:  0.755
Epoch   2 Batch  453/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.661, Loss:  0.735
Epoch   2 Batch  454/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.661, Loss:  0.731
Epoch   2 Batch  455/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.663, Loss:  0.718
Epoch   2 Batch  456/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.668, Loss:  0.760
Epoch   2 Batch  457/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.668, Loss:  0.732
Epoch   2 Batch  458/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.663, Loss:  0.761
Epoch   2 Batch  459/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.656, Loss:  0.727
Epoch   2 Batch  460/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.659, Loss:  0.776
Epoch   2 Batch  461/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.658, Loss:  0.763
Epoch   2 Batch  462/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.658, Loss:  0.730
Epoch   2 Batch  463/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.653, Loss:  0.777
Epoch   2 Batch  464/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.656, Loss:  0.717
Epoch   2 Batch  465/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.656, Loss:  0.802
Epoch   2 Batch  466/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.656, Loss:  0.733
Epoch   2 Batch  467/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.660, Loss:  0.734
Epoch   2 Batch  468/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.667, Loss:  0.749
Epoch   2 Batch  469/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.662, Loss:  0.786
Epoch   2 Batch  470/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.670, Loss:  0.784
Epoch   2 Batch  471/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.668, Loss:  0.733
Epoch   2 Batch  472/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.666, Loss:  0.734
Epoch   2 Batch  473/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.664, Loss:  0.755
Epoch   2 Batch  474/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.670, Loss:  0.756
Epoch   2 Batch  475/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.667, Loss:  0.720
Epoch   2 Batch  476/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.670, Loss:  0.756
Epoch   2 Batch  477/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.664, Loss:  0.722
Epoch   2 Batch  478/1077 - Train Accuracy:  0.616, Validation Accuracy:  0.669, Loss:  0.782
Epoch   2 Batch  479/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.670, Loss:  0.784
Epoch   2 Batch  480/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.668, Loss:  0.777
Epoch   2 Batch  481/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.669, Loss:  0.757
Epoch   2 Batch  482/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.661, Loss:  0.796
Epoch   2 Batch  483/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.667, Loss:  0.751
Epoch   2 Batch  484/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.661, Loss:  0.755
Epoch   2 Batch  485/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.665, Loss:  0.773
Epoch   2 Batch  486/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.663, Loss:  0.759
Epoch   2 Batch  487/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.653, Loss:  0.768
Epoch   2 Batch  488/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.663, Loss:  0.780
Epoch   2 Batch  489/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.662, Loss:  0.722
Epoch   2 Batch  490/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.663, Loss:  0.772
Epoch   2 Batch  491/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.661, Loss:  0.742
Epoch   2 Batch  492/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.660, Loss:  0.771
Epoch   2 Batch  493/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.665, Loss:  0.723
Epoch   2 Batch  494/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.665, Loss:  0.722
Epoch   2 Batch  495/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.664, Loss:  0.725
Epoch   2 Batch  496/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.660, Loss:  0.796
Epoch   2 Batch  497/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.664, Loss:  0.803
Epoch   2 Batch  498/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.663, Loss:  0.730
Epoch   2 Batch  499/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.662, Loss:  0.705
Epoch   2 Batch  500/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.665, Loss:  0.743
Epoch   2 Batch  501/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.666, Loss:  0.752
Epoch   2 Batch  502/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.662, Loss:  0.740
Epoch   2 Batch  503/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.656, Loss:  0.749
Epoch   2 Batch  504/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.657, Loss:  0.762
Epoch   2 Batch  505/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.658, Loss:  0.672
Epoch   2 Batch  506/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.660, Loss:  0.742
Epoch   2 Batch  507/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.659, Loss:  0.730
Epoch   2 Batch  508/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.661, Loss:  0.723
Epoch   2 Batch  509/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.663, Loss:  0.758
Epoch   2 Batch  510/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.656, Loss:  0.720
Epoch   2 Batch  511/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.656, Loss:  0.755
Epoch   2 Batch  512/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.656, Loss:  0.757
Epoch   2 Batch  513/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.660, Loss:  0.754
Epoch   2 Batch  514/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.652, Loss:  0.766
Epoch   2 Batch  515/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.652, Loss:  0.778
Epoch   2 Batch  516/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.649, Loss:  0.701
Epoch   2 Batch  517/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.652, Loss:  0.720
Epoch   2 Batch  518/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.657, Loss:  0.727
Epoch   2 Batch  519/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.656, Loss:  0.755
Epoch   2 Batch  520/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.654, Loss:  0.698
Epoch   2 Batch  521/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.654, Loss:  0.735
Epoch   2 Batch  522/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.653, Loss:  0.788
Epoch   2 Batch  523/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.654, Loss:  0.752
Epoch   2 Batch  524/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.659, Loss:  0.770
Epoch   2 Batch  525/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.660, Loss:  0.715
Epoch   2 Batch  526/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.665, Loss:  0.750
Epoch   2 Batch  527/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.669, Loss:  0.761
Epoch   2 Batch  528/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.663, Loss:  0.736
Epoch   2 Batch  529/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.667, Loss:  0.738
Epoch   2 Batch  530/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.661, Loss:  0.742
Epoch   2 Batch  531/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.655, Loss:  0.742
Epoch   2 Batch  532/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.658, Loss:  0.774
Epoch   2 Batch  533/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.647, Loss:  0.735
Epoch   2 Batch  534/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.648, Loss:  0.739
Epoch   2 Batch  535/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.649, Loss:  0.732
Epoch   2 Batch  536/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.652, Loss:  0.746
Epoch   2 Batch  537/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.657, Loss:  0.751
Epoch   2 Batch  538/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.657, Loss:  0.675
Epoch   2 Batch  539/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.656, Loss:  0.741
Epoch   2 Batch  540/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.656, Loss:  0.697
Epoch   2 Batch  541/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.664, Loss:  0.751
Epoch   2 Batch  542/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.652, Loss:  0.736
Epoch   2 Batch  543/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.654, Loss:  0.738
Epoch   2 Batch  544/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.657, Loss:  0.745
Epoch   2 Batch  545/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.655, Loss:  0.796
Epoch   2 Batch  546/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.664, Loss:  0.787
Epoch   2 Batch  547/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.663, Loss:  0.738
Epoch   2 Batch  548/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.665, Loss:  0.736
Epoch   2 Batch  549/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.675, Loss:  0.803
Epoch   2 Batch  550/1077 - Train Accuracy:  0.601, Validation Accuracy:  0.671, Loss:  0.767
Epoch   2 Batch  551/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.668, Loss:  0.765
Epoch   2 Batch  552/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.668, Loss:  0.745
Epoch   2 Batch  553/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.664, Loss:  0.734
Epoch   2 Batch  554/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.664, Loss:  0.752
Epoch   2 Batch  555/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.660, Loss:  0.758
Epoch   2 Batch  556/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.668, Loss:  0.705
Epoch   2 Batch  557/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.663, Loss:  0.722
Epoch   2 Batch  558/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.655, Loss:  0.713
Epoch   2 Batch  559/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.659, Loss:  0.724
Epoch   2 Batch  560/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.664, Loss:  0.732
Epoch   2 Batch  561/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.663, Loss:  0.707
Epoch   2 Batch  562/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.667, Loss:  0.694
Epoch   2 Batch  563/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.655, Loss:  0.761
Epoch   2 Batch  564/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.648, Loss:  0.784
Epoch   2 Batch  565/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.650, Loss:  0.736
Epoch   2 Batch  566/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.651, Loss:  0.761
Epoch   2 Batch  567/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.651, Loss:  0.747
Epoch   2 Batch  568/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.651, Loss:  0.716
Epoch   2 Batch  569/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.650, Loss:  0.725
Epoch   2 Batch  570/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.650, Loss:  0.757
Epoch   2 Batch  571/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.651, Loss:  0.699
Epoch   2 Batch  572/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.662, Loss:  0.705
Epoch   2 Batch  573/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.667, Loss:  0.741
Epoch   2 Batch  574/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.669, Loss:  0.776
Epoch   2 Batch  575/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.670, Loss:  0.726
Epoch   2 Batch  576/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.670, Loss:  0.775
Epoch   2 Batch  577/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.670, Loss:  0.788
Epoch   2 Batch  578/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.679, Loss:  0.741
Epoch   2 Batch  579/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.675, Loss:  0.693
Epoch   2 Batch  580/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.673, Loss:  0.678
Epoch   2 Batch  581/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.671, Loss:  0.707
Epoch   2 Batch  582/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.669, Loss:  0.740
Epoch   2 Batch  583/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.668, Loss:  0.753
Epoch   2 Batch  584/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.655, Loss:  0.731
Epoch   2 Batch  585/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.659, Loss:  0.671
Epoch   2 Batch  586/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.661, Loss:  0.781
Epoch   2 Batch  587/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.662, Loss:  0.701
Epoch   2 Batch  588/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.664, Loss:  0.736
Epoch   2 Batch  589/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.662, Loss:  0.766
Epoch   2 Batch  590/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.659, Loss:  0.766
Epoch   2 Batch  591/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.660, Loss:  0.692
Epoch   2 Batch  592/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.675, Loss:  0.745
Epoch   2 Batch  593/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.671, Loss:  0.712
Epoch   2 Batch  594/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.669, Loss:  0.742
Epoch   2 Batch  595/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.672, Loss:  0.759
Epoch   2 Batch  596/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.664, Loss:  0.730
Epoch   2 Batch  597/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.667, Loss:  0.755
Epoch   2 Batch  598/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.663, Loss:  0.709
Epoch   2 Batch  599/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.661, Loss:  0.788
Epoch   2 Batch  600/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.662, Loss:  0.709
Epoch   2 Batch  601/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.663, Loss:  0.721
Epoch   2 Batch  602/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.665, Loss:  0.732
Epoch   2 Batch  603/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.659, Loss:  0.733
Epoch   2 Batch  604/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.658, Loss:  0.796
Epoch   2 Batch  605/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.661, Loss:  0.788
Epoch   2 Batch  606/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.663, Loss:  0.677
Epoch   2 Batch  607/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.662, Loss:  0.682
Epoch   2 Batch  608/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.664, Loss:  0.754
Epoch   2 Batch  609/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.669, Loss:  0.750
Epoch   2 Batch  610/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.676, Loss:  0.787
Epoch   2 Batch  611/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.677, Loss:  0.751
Epoch   2 Batch  612/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.672, Loss:  0.692
Epoch   2 Batch  613/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.672, Loss:  0.753
Epoch   2 Batch  614/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.667, Loss:  0.710
Epoch   2 Batch  615/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.669, Loss:  0.729
Epoch   2 Batch  616/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.669, Loss:  0.781
Epoch   2 Batch  617/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.671, Loss:  0.742
Epoch   2 Batch  618/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.671, Loss:  0.725
Epoch   2 Batch  619/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.672, Loss:  0.780
Epoch   2 Batch  620/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.674, Loss:  0.720
Epoch   2 Batch  621/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.670, Loss:  0.726
Epoch   2 Batch  622/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.669, Loss:  0.776
Epoch   2 Batch  623/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.670, Loss:  0.756
Epoch   2 Batch  624/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.675, Loss:  0.688
Epoch   2 Batch  625/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.670, Loss:  0.731
Epoch   2 Batch  626/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.669, Loss:  0.680
Epoch   2 Batch  627/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.668, Loss:  0.721
Epoch   2 Batch  628/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.674, Loss:  0.772
Epoch   2 Batch  629/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.675, Loss:  0.776
Epoch   2 Batch  630/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.673, Loss:  0.745
Epoch   2 Batch  631/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.668, Loss:  0.726
Epoch   2 Batch  632/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.661, Loss:  0.740
Epoch   2 Batch  633/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.660, Loss:  0.734
Epoch   2 Batch  634/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.658, Loss:  0.691
Epoch   2 Batch  635/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.668, Loss:  0.765
Epoch   2 Batch  636/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.660, Loss:  0.697
Epoch   2 Batch  637/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.656, Loss:  0.748
Epoch   2 Batch  638/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.663, Loss:  0.705
Epoch   2 Batch  639/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.663, Loss:  0.740
Epoch   2 Batch  640/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.661, Loss:  0.715
Epoch   2 Batch  641/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.661, Loss:  0.743
Epoch   2 Batch  642/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.667, Loss:  0.738
Epoch   2 Batch  643/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.676, Loss:  0.686
Epoch   2 Batch  644/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.675, Loss:  0.715
Epoch   2 Batch  645/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.676, Loss:  0.734
Epoch   2 Batch  646/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.681, Loss:  0.713
Epoch   2 Batch  647/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.680, Loss:  0.730
Epoch   2 Batch  648/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.684, Loss:  0.709
Epoch   2 Batch  649/1077 - Train Accuracy:  0.612, Validation Accuracy:  0.679, Loss:  0.765
Epoch   2 Batch  650/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.679, Loss:  0.751
Epoch   2 Batch  651/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.676, Loss:  0.715
Epoch   2 Batch  652/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.677, Loss:  0.791
Epoch   2 Batch  653/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.679, Loss:  0.736
Epoch   2 Batch  654/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.681, Loss:  0.708
Epoch   2 Batch  655/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.683, Loss:  0.746
Epoch   2 Batch  656/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.684, Loss:  0.718
Epoch   2 Batch  657/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.680, Loss:  0.761
Epoch   2 Batch  658/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.679, Loss:  0.711
Epoch   2 Batch  659/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.661, Loss:  0.684
Epoch   2 Batch  660/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.651, Loss:  0.752
Epoch   2 Batch  661/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.658, Loss:  0.667
Epoch   2 Batch  662/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.667, Loss:  0.709
Epoch   2 Batch  663/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.658, Loss:  0.702
Epoch   2 Batch  664/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.662, Loss:  0.727
Epoch   2 Batch  665/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.660, Loss:  0.748
Epoch   2 Batch  666/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.661, Loss:  0.749
Epoch   2 Batch  667/1077 - Train Accuracy:  0.602, Validation Accuracy:  0.660, Loss:  0.760
Epoch   2 Batch  668/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.663, Loss:  0.719
Epoch   2 Batch  669/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.661, Loss:  0.706
Epoch   2 Batch  670/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.664, Loss:  0.681
Epoch   2 Batch  671/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.662, Loss:  0.776
Epoch   2 Batch  672/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.662, Loss:  0.713
Epoch   2 Batch  673/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.661, Loss:  0.717
Epoch   2 Batch  674/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.659, Loss:  0.725
Epoch   2 Batch  675/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.661, Loss:  0.728
Epoch   2 Batch  676/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.661, Loss:  0.764
Epoch   2 Batch  677/1077 - Train Accuracy:  0.613, Validation Accuracy:  0.654, Loss:  0.774
Epoch   2 Batch  678/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.666, Loss:  0.707
Epoch   2 Batch  679/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.659, Loss:  0.771
Epoch   2 Batch  680/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.653, Loss:  0.700
Epoch   2 Batch  681/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.652, Loss:  0.741
Epoch   2 Batch  682/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.657, Loss:  0.749
Epoch   2 Batch  683/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.662, Loss:  0.737
Epoch   2 Batch  684/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.660, Loss:  0.727
Epoch   2 Batch  685/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.661, Loss:  0.757
Epoch   2 Batch  686/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.657, Loss:  0.683
Epoch   2 Batch  687/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.664, Loss:  0.765
Epoch   2 Batch  688/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.663, Loss:  0.727
Epoch   2 Batch  689/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.664, Loss:  0.699
Epoch   2 Batch  690/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.673, Loss:  0.702
Epoch   2 Batch  691/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.676, Loss:  0.775
Epoch   2 Batch  692/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.676, Loss:  0.689
Epoch   2 Batch  693/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.678, Loss:  0.818
Epoch   2 Batch  694/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.670, Loss:  0.712
Epoch   2 Batch  695/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.669, Loss:  0.706
Epoch   2 Batch  696/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.663, Loss:  0.784
Epoch   2 Batch  697/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.668, Loss:  0.722
Epoch   2 Batch  698/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.660, Loss:  0.714
Epoch   2 Batch  699/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.660, Loss:  0.782
Epoch   2 Batch  700/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.663, Loss:  0.703
Epoch   2 Batch  701/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.664, Loss:  0.754
Epoch   2 Batch  702/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.658, Loss:  0.719
Epoch   2 Batch  703/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.655, Loss:  0.740
Epoch   2 Batch  704/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.664, Loss:  0.766
Epoch   2 Batch  705/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.669, Loss:  0.779
Epoch   2 Batch  706/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.669, Loss:  0.725
Epoch   2 Batch  707/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.667, Loss:  0.739
Epoch   2 Batch  708/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.670, Loss:  0.733
Epoch   2 Batch  709/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.670, Loss:  0.743
Epoch   2 Batch  710/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.666, Loss:  0.718
Epoch   2 Batch  711/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.668, Loss:  0.755
Epoch   2 Batch  712/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.665, Loss:  0.711
Epoch   2 Batch  713/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.661, Loss:  0.669
Epoch   2 Batch  714/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.668, Loss:  0.715
Epoch   2 Batch  715/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.665, Loss:  0.743
Epoch   2 Batch  716/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.664, Loss:  0.686
Epoch   2 Batch  717/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.667, Loss:  0.723
Epoch   2 Batch  718/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.663, Loss:  0.732
Epoch   2 Batch  719/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.659, Loss:  0.716
Epoch   2 Batch  720/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.663, Loss:  0.765
Epoch   2 Batch  721/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.666, Loss:  0.744
Epoch   2 Batch  722/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.664, Loss:  0.714
Epoch   2 Batch  723/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.665, Loss:  0.699
Epoch   2 Batch  724/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.662, Loss:  0.759
Epoch   2 Batch  725/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.663, Loss:  0.682
Epoch   2 Batch  726/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.663, Loss:  0.703
Epoch   2 Batch  727/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.664, Loss:  0.701
Epoch   2 Batch  728/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.647, Loss:  0.717
Epoch   2 Batch  729/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.646, Loss:  0.774
Epoch   2 Batch  730/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.657, Loss:  0.748
Epoch   2 Batch  731/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.653, Loss:  0.714
Epoch   2 Batch  732/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.655, Loss:  0.779
Epoch   2 Batch  733/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.647, Loss:  0.738
Epoch   2 Batch  734/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.648, Loss:  0.753
Epoch   2 Batch  735/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.654, Loss:  0.714
Epoch   2 Batch  736/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.655, Loss:  0.713
Epoch   2 Batch  737/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.669, Loss:  0.745
Epoch   2 Batch  738/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.669, Loss:  0.633
Epoch   2 Batch  739/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.672, Loss:  0.694
Epoch   2 Batch  740/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.677, Loss:  0.723
Epoch   2 Batch  741/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.676, Loss:  0.722
Epoch   2 Batch  742/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.674, Loss:  0.744
Epoch   2 Batch  743/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.672, Loss:  0.738
Epoch   2 Batch  744/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.659, Loss:  0.681
Epoch   2 Batch  745/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.654, Loss:  0.722
Epoch   2 Batch  746/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.654, Loss:  0.724
Epoch   2 Batch  747/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.654, Loss:  0.691
Epoch   2 Batch  748/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.656, Loss:  0.721
Epoch   2 Batch  749/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.658, Loss:  0.754
Epoch   2 Batch  750/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.669, Loss:  0.698
Epoch   2 Batch  751/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.670, Loss:  0.714
Epoch   2 Batch  752/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.677, Loss:  0.669
Epoch   2 Batch  753/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.666, Loss:  0.706
Epoch   2 Batch  754/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.662, Loss:  0.750
Epoch   2 Batch  755/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.661, Loss:  0.700
Epoch   2 Batch  756/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.661, Loss:  0.690
Epoch   2 Batch  757/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.664, Loss:  0.744
Epoch   2 Batch  758/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.668, Loss:  0.678
Epoch   2 Batch  759/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.664, Loss:  0.678
Epoch   2 Batch  760/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.673, Loss:  0.738
Epoch   2 Batch  761/1077 - Train Accuracy:  0.603, Validation Accuracy:  0.679, Loss:  0.754
Epoch   2 Batch  762/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.678, Loss:  0.690
Epoch   2 Batch  763/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.672, Loss:  0.689
Epoch   2 Batch  764/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.674, Loss:  0.704
Epoch   2 Batch  765/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.670, Loss:  0.690
Epoch   2 Batch  766/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.669, Loss:  0.743
Epoch   2 Batch  767/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.670, Loss:  0.713
Epoch   2 Batch  768/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.661, Loss:  0.721
Epoch   2 Batch  769/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.664, Loss:  0.736
Epoch   2 Batch  770/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.654, Loss:  0.666
Epoch   2 Batch  771/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.652, Loss:  0.743
Epoch   2 Batch  772/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.651, Loss:  0.699
Epoch   2 Batch  773/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.654, Loss:  0.719
Epoch   2 Batch  774/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.654, Loss:  0.747
Epoch   2 Batch  775/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.652, Loss:  0.701
Epoch   2 Batch  776/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.661, Loss:  0.711
Epoch   2 Batch  777/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.673, Loss:  0.726
Epoch   2 Batch  778/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.661, Loss:  0.700
Epoch   2 Batch  779/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.661, Loss:  0.735
Epoch   2 Batch  780/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.661, Loss:  0.755
Epoch   2 Batch  781/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.670, Loss:  0.670
Epoch   2 Batch  782/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.665, Loss:  0.708
Epoch   2 Batch  783/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.659, Loss:  0.732
Epoch   2 Batch  784/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.659, Loss:  0.724
Epoch   2 Batch  785/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.668, Loss:  0.687
Epoch   2 Batch  786/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.665, Loss:  0.737
Epoch   2 Batch  787/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.663, Loss:  0.661
Epoch   2 Batch  788/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.666, Loss:  0.695
Epoch   2 Batch  789/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.667, Loss:  0.750
Epoch   2 Batch  790/1077 - Train Accuracy:  0.605, Validation Accuracy:  0.668, Loss:  0.768
Epoch   2 Batch  791/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.675, Loss:  0.714
Epoch   2 Batch  792/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.659, Loss:  0.736
Epoch   2 Batch  793/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.658, Loss:  0.712
Epoch   2 Batch  794/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.656, Loss:  0.720
Epoch   2 Batch  795/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.655, Loss:  0.745
Epoch   2 Batch  796/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.655, Loss:  0.749
Epoch   2 Batch  797/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.660, Loss:  0.729
Epoch   2 Batch  798/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.661, Loss:  0.741
Epoch   2 Batch  799/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.675, Loss:  0.767
Epoch   2 Batch  800/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.680, Loss:  0.750
Epoch   2 Batch  801/1077 - Train Accuracy:  0.626, Validation Accuracy:  0.675, Loss:  0.757
Epoch   2 Batch  802/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.660, Loss:  0.700
Epoch   2 Batch  803/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.662, Loss:  0.719
Epoch   2 Batch  804/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.665, Loss:  0.741
Epoch   2 Batch  805/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.666, Loss:  0.725
Epoch   2 Batch  806/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.668, Loss:  0.713
Epoch   2 Batch  807/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.667, Loss:  0.715
Epoch   2 Batch  808/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.672, Loss:  0.726
Epoch   2 Batch  809/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.667, Loss:  0.792
Epoch   2 Batch  810/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.661, Loss:  0.679
Epoch   2 Batch  811/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.656, Loss:  0.675
Epoch   2 Batch  812/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.653, Loss:  0.741
Epoch   2 Batch  813/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.656, Loss:  0.701
Epoch   2 Batch  814/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.665, Loss:  0.728
Epoch   2 Batch  815/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.667, Loss:  0.721
Epoch   2 Batch  816/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.673, Loss:  0.732
Epoch   2 Batch  817/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.676, Loss:  0.748
Epoch   2 Batch  818/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.672, Loss:  0.748
Epoch   2 Batch  819/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.668, Loss:  0.695
Epoch   2 Batch  820/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.671, Loss:  0.753
Epoch   2 Batch  821/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.667, Loss:  0.697
Epoch   2 Batch  822/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.668, Loss:  0.702
Epoch   2 Batch  823/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.663, Loss:  0.699
Epoch   2 Batch  824/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.668, Loss:  0.685
Epoch   2 Batch  825/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.660, Loss:  0.719
Epoch   2 Batch  826/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.661, Loss:  0.674
Epoch   2 Batch  827/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.664, Loss:  0.765
Epoch   2 Batch  828/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.663, Loss:  0.717
Epoch   2 Batch  829/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.667, Loss:  0.753
Epoch   2 Batch  830/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.668, Loss:  0.693
Epoch   2 Batch  831/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.665, Loss:  0.717
Epoch   2 Batch  832/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.668, Loss:  0.716
Epoch   2 Batch  833/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.667, Loss:  0.721
Epoch   2 Batch  834/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.665, Loss:  0.680
Epoch   2 Batch  835/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.666, Loss:  0.710
Epoch   2 Batch  836/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.662, Loss:  0.753
Epoch   2 Batch  837/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.660, Loss:  0.750
Epoch   2 Batch  838/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.666, Loss:  0.690
Epoch   2 Batch  839/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.665, Loss:  0.679
Epoch   2 Batch  840/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.665, Loss:  0.704
Epoch   2 Batch  841/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.660, Loss:  0.706
Epoch   2 Batch  842/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.659, Loss:  0.711
Epoch   2 Batch  843/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.655, Loss:  0.671
Epoch   2 Batch  844/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.655, Loss:  0.676
Epoch   2 Batch  845/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.663, Loss:  0.712
Epoch   2 Batch  846/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.665, Loss:  0.709
Epoch   2 Batch  847/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.661, Loss:  0.712
Epoch   2 Batch  848/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.666, Loss:  0.727
Epoch   2 Batch  849/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.666, Loss:  0.685
Epoch   2 Batch  850/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.664, Loss:  0.758
Epoch   2 Batch  851/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.663, Loss:  0.671
Epoch   2 Batch  852/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.661, Loss:  0.736
Epoch   2 Batch  853/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.660, Loss:  0.664
Epoch   2 Batch  854/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.649, Loss:  0.721
Epoch   2 Batch  855/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.658, Loss:  0.706
Epoch   2 Batch  856/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.660, Loss:  0.706
Epoch   2 Batch  857/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.659, Loss:  0.691
Epoch   2 Batch  858/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.662, Loss:  0.671
Epoch   2 Batch  859/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.662, Loss:  0.711
Epoch   2 Batch  860/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.657, Loss:  0.687
Epoch   2 Batch  861/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.666, Loss:  0.708
Epoch   2 Batch  862/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.667, Loss:  0.701
Epoch   2 Batch  863/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.662, Loss:  0.702
Epoch   2 Batch  864/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.664, Loss:  0.701
Epoch   2 Batch  865/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.663, Loss:  0.654
Epoch   2 Batch  866/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.662, Loss:  0.666
Epoch   2 Batch  867/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.663, Loss:  0.740
Epoch   2 Batch  868/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.665, Loss:  0.712
Epoch   2 Batch  869/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.667, Loss:  0.720
Epoch   2 Batch  870/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.667, Loss:  0.774
Epoch   2 Batch  871/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.662, Loss:  0.712
Epoch   2 Batch  872/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.659, Loss:  0.684
Epoch   2 Batch  873/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.658, Loss:  0.719
Epoch   2 Batch  874/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.657, Loss:  0.712
Epoch   2 Batch  875/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.657, Loss:  0.731
Epoch   2 Batch  876/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.657, Loss:  0.727
Epoch   2 Batch  877/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.658, Loss:  0.694
Epoch   2 Batch  878/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.666, Loss:  0.697
Epoch   2 Batch  879/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.669, Loss:  0.671
Epoch   2 Batch  880/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.663, Loss:  0.695
Epoch   2 Batch  881/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.658, Loss:  0.739
Epoch   2 Batch  882/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.663, Loss:  0.729
Epoch   2 Batch  883/1077 - Train Accuracy:  0.624, Validation Accuracy:  0.665, Loss:  0.801
Epoch   2 Batch  884/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.666, Loss:  0.694
Epoch   2 Batch  885/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.666, Loss:  0.611
Epoch   2 Batch  886/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.663, Loss:  0.717
Epoch   2 Batch  887/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.660, Loss:  0.733
Epoch   2 Batch  888/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.660, Loss:  0.696
Epoch   2 Batch  889/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.653, Loss:  0.696
Epoch   2 Batch  890/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.650, Loss:  0.659
Epoch   2 Batch  891/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.657, Loss:  0.714
Epoch   2 Batch  892/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.652, Loss:  0.686
Epoch   2 Batch  893/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.654, Loss:  0.691
Epoch   2 Batch  894/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.650, Loss:  0.664
Epoch   2 Batch  895/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.652, Loss:  0.699
Epoch   2 Batch  896/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.657, Loss:  0.740
Epoch   2 Batch  897/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.662, Loss:  0.659
Epoch   2 Batch  898/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.665, Loss:  0.687
Epoch   2 Batch  899/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.678, Loss:  0.726
Epoch   2 Batch  900/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.677, Loss:  0.715
Epoch   2 Batch  901/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.679, Loss:  0.716
Epoch   2 Batch  902/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.674, Loss:  0.696
Epoch   2 Batch  903/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.676, Loss:  0.676
Epoch   2 Batch  904/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.678, Loss:  0.715
Epoch   2 Batch  905/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.682, Loss:  0.672
Epoch   2 Batch  906/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.679, Loss:  0.688
Epoch   2 Batch  907/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.678, Loss:  0.698
Epoch   2 Batch  908/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.667, Loss:  0.737
Epoch   2 Batch  909/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.662, Loss:  0.702
Epoch   2 Batch  910/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.663, Loss:  0.696
Epoch   2 Batch  911/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.665, Loss:  0.643
Epoch   2 Batch  912/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.655, Loss:  0.711
Epoch   2 Batch  913/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.653, Loss:  0.738
Epoch   2 Batch  914/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.655, Loss:  0.608
Epoch   2 Batch  915/1077 - Train Accuracy:  0.629, Validation Accuracy:  0.670, Loss:  0.728
Epoch   2 Batch  916/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.673, Loss:  0.716
Epoch   2 Batch  917/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.678, Loss:  0.720
Epoch   2 Batch  918/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.675, Loss:  0.651
Epoch   2 Batch  919/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.676, Loss:  0.699
Epoch   2 Batch  920/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.685, Loss:  0.720
Epoch   2 Batch  921/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.685, Loss:  0.733
Epoch   2 Batch  922/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.680, Loss:  0.682
Epoch   2 Batch  923/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.677, Loss:  0.737
Epoch   2 Batch  924/1077 - Train Accuracy:  0.617, Validation Accuracy:  0.667, Loss:  0.739
Epoch   2 Batch  925/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.671, Loss:  0.679
Epoch   2 Batch  926/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.673, Loss:  0.728
Epoch   2 Batch  927/1077 - Train Accuracy:  0.618, Validation Accuracy:  0.659, Loss:  0.731
Epoch   2 Batch  928/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.659, Loss:  0.702
Epoch   2 Batch  929/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.653, Loss:  0.745
Epoch   2 Batch  930/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.659, Loss:  0.698
Epoch   2 Batch  931/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.658, Loss:  0.674
Epoch   2 Batch  932/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.672, Loss:  0.731
Epoch   2 Batch  933/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.665, Loss:  0.707
Epoch   2 Batch  934/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.669, Loss:  0.724
Epoch   2 Batch  935/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.666, Loss:  0.712
Epoch   2 Batch  936/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.669, Loss:  0.682
Epoch   2 Batch  937/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.666, Loss:  0.725
Epoch   2 Batch  938/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.662, Loss:  0.726
Epoch   2 Batch  939/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.663, Loss:  0.696
Epoch   2 Batch  940/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.659, Loss:  0.720
Epoch   2 Batch  941/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.659, Loss:  0.667
Epoch   2 Batch  942/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.654, Loss:  0.733
Epoch   2 Batch  943/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.650, Loss:  0.698
Epoch   2 Batch  944/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.652, Loss:  0.691
Epoch   2 Batch  945/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.653, Loss:  0.669
Epoch   2 Batch  946/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.653, Loss:  0.716
Epoch   2 Batch  947/1077 - Train Accuracy:  0.590, Validation Accuracy:  0.653, Loss:  0.766
Epoch   2 Batch  948/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.655, Loss:  0.683
Epoch   2 Batch  949/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.662, Loss:  0.640
Epoch   2 Batch  950/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.661, Loss:  0.667
Epoch   2 Batch  951/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.662, Loss:  0.690
Epoch   2 Batch  952/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.673, Loss:  0.687
Epoch   2 Batch  953/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.673, Loss:  0.698
Epoch   2 Batch  954/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.675, Loss:  0.732
Epoch   2 Batch  955/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.680, Loss:  0.721
Epoch   2 Batch  956/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.675, Loss:  0.700
Epoch   2 Batch  957/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.672, Loss:  0.653
Epoch   2 Batch  958/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.669, Loss:  0.691
Epoch   2 Batch  959/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.670, Loss:  0.686
Epoch   2 Batch  960/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.672, Loss:  0.673
Epoch   2 Batch  961/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.673, Loss:  0.726
Epoch   2 Batch  962/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.668, Loss:  0.663
Epoch   2 Batch  963/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.668, Loss:  0.783
Epoch   2 Batch  964/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.671, Loss:  0.666
Epoch   2 Batch  965/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.673, Loss:  0.734
Epoch   2 Batch  966/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.679, Loss:  0.622
Epoch   2 Batch  967/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.672, Loss:  0.678
Epoch   2 Batch  968/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.676, Loss:  0.733
Epoch   2 Batch  969/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.676, Loss:  0.678
Epoch   2 Batch  970/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.671, Loss:  0.739
Epoch   2 Batch  971/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.670, Loss:  0.683
Epoch   2 Batch  972/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.666, Loss:  0.690
Epoch   2 Batch  973/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.666, Loss:  0.650
Epoch   2 Batch  974/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.665, Loss:  0.689
Epoch   2 Batch  975/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.669, Loss:  0.643
Epoch   2 Batch  976/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.666, Loss:  0.690
Epoch   2 Batch  977/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.656, Loss:  0.662
Epoch   2 Batch  978/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.652, Loss:  0.686
Epoch   2 Batch  979/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.661, Loss:  0.736
Epoch   2 Batch  980/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.662, Loss:  0.701
Epoch   2 Batch  981/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.664, Loss:  0.702
Epoch   2 Batch  982/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.667, Loss:  0.666
Epoch   2 Batch  983/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.669, Loss:  0.737
Epoch   2 Batch  984/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.661, Loss:  0.732
Epoch   2 Batch  985/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.665, Loss:  0.677
Epoch   2 Batch  986/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.666, Loss:  0.725
Epoch   2 Batch  987/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.664, Loss:  0.671
Epoch   2 Batch  988/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.665, Loss:  0.713
Epoch   2 Batch  989/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.665, Loss:  0.720
Epoch   2 Batch  990/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.662, Loss:  0.740
Epoch   2 Batch  991/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.662, Loss:  0.694
Epoch   2 Batch  992/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.659, Loss:  0.704
Epoch   2 Batch  993/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.664, Loss:  0.660
Epoch   2 Batch  994/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.672, Loss:  0.698
Epoch   2 Batch  995/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.675, Loss:  0.670
Epoch   2 Batch  996/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.672, Loss:  0.722
Epoch   2 Batch  997/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.666, Loss:  0.733
Epoch   2 Batch  998/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.670, Loss:  0.669
Epoch   2 Batch  999/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.674, Loss:  0.707
Epoch   2 Batch 1000/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.673, Loss:  0.658
Epoch   2 Batch 1001/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.663, Loss:  0.656
Epoch   2 Batch 1002/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.661, Loss:  0.680
Epoch   2 Batch 1003/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.667, Loss:  0.697
Epoch   2 Batch 1004/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.670, Loss:  0.694
Epoch   2 Batch 1005/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.670, Loss:  0.710
Epoch   2 Batch 1006/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.673, Loss:  0.655
Epoch   2 Batch 1007/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.668, Loss:  0.655
Epoch   2 Batch 1008/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.670, Loss:  0.712
Epoch   2 Batch 1009/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.666, Loss:  0.661
Epoch   2 Batch 1010/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.668, Loss:  0.703
Epoch   2 Batch 1011/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.673, Loss:  0.712
Epoch   2 Batch 1012/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.672, Loss:  0.664
Epoch   2 Batch 1013/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.670, Loss:  0.661
Epoch   2 Batch 1014/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.666, Loss:  0.731
Epoch   2 Batch 1015/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.662, Loss:  0.720
Epoch   2 Batch 1016/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.665, Loss:  0.726
Epoch   2 Batch 1017/1077 - Train Accuracy:  0.608, Validation Accuracy:  0.667, Loss:  0.715
Epoch   2 Batch 1018/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.673, Loss:  0.675
Epoch   2 Batch 1019/1077 - Train Accuracy:  0.592, Validation Accuracy:  0.673, Loss:  0.736
Epoch   2 Batch 1020/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.673, Loss:  0.674
Epoch   2 Batch 1021/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.676, Loss:  0.675
Epoch   2 Batch 1022/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.672, Loss:  0.662
Epoch   2 Batch 1023/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.678, Loss:  0.640
Epoch   2 Batch 1024/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.679, Loss:  0.720
Epoch   2 Batch 1025/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.679, Loss:  0.679
Epoch   2 Batch 1026/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.684, Loss:  0.634
Epoch   2 Batch 1027/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.675, Loss:  0.718
Epoch   2 Batch 1028/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.670, Loss:  0.696
Epoch   2 Batch 1029/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.672, Loss:  0.688
Epoch   2 Batch 1030/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.669, Loss:  0.699
Epoch   2 Batch 1031/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.675, Loss:  0.722
Epoch   2 Batch 1032/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.675, Loss:  0.672
Epoch   2 Batch 1033/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.676, Loss:  0.669
Epoch   2 Batch 1034/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.673, Loss:  0.724
Epoch   2 Batch 1035/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.670, Loss:  0.669
Epoch   2 Batch 1036/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.674, Loss:  0.674
Epoch   2 Batch 1037/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.674, Loss:  0.710
Epoch   2 Batch 1038/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.672, Loss:  0.687
Epoch   2 Batch 1039/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.673, Loss:  0.663
Epoch   2 Batch 1040/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.665, Loss:  0.723
Epoch   2 Batch 1041/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.665, Loss:  0.705
Epoch   2 Batch 1042/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.670, Loss:  0.710
Epoch   2 Batch 1043/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.679, Loss:  0.733
Epoch   2 Batch 1044/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.678, Loss:  0.691
Epoch   2 Batch 1045/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.680, Loss:  0.712
Epoch   2 Batch 1046/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.680, Loss:  0.665
Epoch   2 Batch 1047/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.681, Loss:  0.686
Epoch   2 Batch 1048/1077 - Train Accuracy:  0.615, Validation Accuracy:  0.674, Loss:  0.697
Epoch   2 Batch 1049/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.677, Loss:  0.718
Epoch   2 Batch 1050/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.675, Loss:  0.715
Epoch   2 Batch 1051/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.678, Loss:  0.668
Epoch   2 Batch 1052/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.682, Loss:  0.661
Epoch   2 Batch 1053/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.681, Loss:  0.669
Epoch   2 Batch 1054/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.676, Loss:  0.715
Epoch   2 Batch 1055/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.669, Loss:  0.680
Epoch   2 Batch 1056/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.669, Loss:  0.674
Epoch   2 Batch 1057/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.674, Loss:  0.734
Epoch   2 Batch 1058/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.675, Loss:  0.735
Epoch   2 Batch 1059/1077 - Train Accuracy:  0.619, Validation Accuracy:  0.675, Loss:  0.743
Epoch   2 Batch 1060/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.676, Loss:  0.678
Epoch   2 Batch 1061/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.672, Loss:  0.702
Epoch   2 Batch 1062/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.670, Loss:  0.711
Epoch   2 Batch 1063/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.672, Loss:  0.689
Epoch   2 Batch 1064/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.686, Loss:  0.701
Epoch   2 Batch 1065/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.687, Loss:  0.678
Epoch   2 Batch 1066/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.678, Loss:  0.681
Epoch   2 Batch 1067/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.692, Loss:  0.696
Epoch   2 Batch 1068/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.678, Loss:  0.658
Epoch   2 Batch 1069/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.678, Loss:  0.643
Epoch   2 Batch 1070/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.686, Loss:  0.720
Epoch   2 Batch 1071/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.690, Loss:  0.684
Epoch   2 Batch 1072/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.682, Loss:  0.668
Epoch   2 Batch 1073/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.679, Loss:  0.715
Epoch   2 Batch 1074/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.679, Loss:  0.700
Epoch   2 Batch 1075/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.679, Loss:  0.737
Epoch   3 Batch    0/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.674, Loss:  0.655
Epoch   3 Batch    1/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.681, Loss:  0.686
Epoch   3 Batch    2/1077 - Train Accuracy:  0.604, Validation Accuracy:  0.676, Loss:  0.730
Epoch   3 Batch    3/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.675, Loss:  0.693
Epoch   3 Batch    4/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.674, Loss:  0.710
Epoch   3 Batch    5/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.674, Loss:  0.712
Epoch   3 Batch    6/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.675, Loss:  0.712
Epoch   3 Batch    7/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.683, Loss:  0.691
Epoch   3 Batch    8/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.669, Loss:  0.686
Epoch   3 Batch    9/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.669, Loss:  0.697
Epoch   3 Batch   10/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.672, Loss:  0.718
Epoch   3 Batch   11/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.670, Loss:  0.696
Epoch   3 Batch   12/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.670, Loss:  0.755
Epoch   3 Batch   13/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.674, Loss:  0.669
Epoch   3 Batch   14/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.667, Loss:  0.639
Epoch   3 Batch   15/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.675, Loss:  0.673
Epoch   3 Batch   16/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.675, Loss:  0.684
Epoch   3 Batch   17/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.676, Loss:  0.678
Epoch   3 Batch   18/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.686, Loss:  0.690
Epoch   3 Batch   19/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.689, Loss:  0.685
Epoch   3 Batch   20/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.683, Loss:  0.663
Epoch   3 Batch   21/1077 - Train Accuracy:  0.614, Validation Accuracy:  0.688, Loss:  0.729
Epoch   3 Batch   22/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.685, Loss:  0.699
Epoch   3 Batch   23/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.677, Loss:  0.700
Epoch   3 Batch   24/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.680, Loss:  0.683
Epoch   3 Batch   25/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.683, Loss:  0.657
Epoch   3 Batch   26/1077 - Train Accuracy:  0.622, Validation Accuracy:  0.679, Loss:  0.719
Epoch   3 Batch   27/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.672, Loss:  0.629
Epoch   3 Batch   28/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.668, Loss:  0.652
Epoch   3 Batch   29/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.673, Loss:  0.675
Epoch   3 Batch   30/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.669, Loss:  0.680
Epoch   3 Batch   31/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.667, Loss:  0.685
Epoch   3 Batch   32/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.669, Loss:  0.651
Epoch   3 Batch   33/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.667, Loss:  0.634
Epoch   3 Batch   34/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.670, Loss:  0.677
Epoch   3 Batch   35/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.663, Loss:  0.675
Epoch   3 Batch   36/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.660, Loss:  0.682
Epoch   3 Batch   37/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.668, Loss:  0.698
Epoch   3 Batch   38/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.668, Loss:  0.724
Epoch   3 Batch   39/1077 - Train Accuracy:  0.646, Validation Accuracy:  0.673, Loss:  0.732
Epoch   3 Batch   40/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.668, Loss:  0.671
Epoch   3 Batch   41/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.666, Loss:  0.688
Epoch   3 Batch   42/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.672, Loss:  0.700
Epoch   3 Batch   43/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.669, Loss:  0.691
Epoch   3 Batch   44/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.667, Loss:  0.725
Epoch   3 Batch   45/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.668, Loss:  0.695
Epoch   3 Batch   46/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.676, Loss:  0.734
Epoch   3 Batch   47/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.670, Loss:  0.689
Epoch   3 Batch   48/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.669, Loss:  0.706
Epoch   3 Batch   49/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.669, Loss:  0.685
Epoch   3 Batch   50/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.673, Loss:  0.708
Epoch   3 Batch   51/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.673, Loss:  0.643
Epoch   3 Batch   52/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.663, Loss:  0.691
Epoch   3 Batch   53/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.662, Loss:  0.719
Epoch   3 Batch   54/1077 - Train Accuracy:  0.628, Validation Accuracy:  0.664, Loss:  0.745
Epoch   3 Batch   55/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.665, Loss:  0.665
Epoch   3 Batch   56/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.661, Loss:  0.660
Epoch   3 Batch   57/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.661, Loss:  0.650
Epoch   3 Batch   58/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.668, Loss:  0.673
Epoch   3 Batch   59/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.669, Loss:  0.714
Epoch   3 Batch   60/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.665, Loss:  0.646
Epoch   3 Batch   61/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.668, Loss:  0.695
Epoch   3 Batch   62/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.671, Loss:  0.714
Epoch   3 Batch   63/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.666, Loss:  0.642
Epoch   3 Batch   64/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.666, Loss:  0.675
Epoch   3 Batch   65/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.673, Loss:  0.704
Epoch   3 Batch   66/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.676, Loss:  0.669
Epoch   3 Batch   67/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.674, Loss:  0.659
Epoch   3 Batch   68/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.676, Loss:  0.704
Epoch   3 Batch   69/1077 - Train Accuracy:  0.635, Validation Accuracy:  0.675, Loss:  0.706
Epoch   3 Batch   70/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.679, Loss:  0.727
Epoch   3 Batch   71/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.676, Loss:  0.681
Epoch   3 Batch   72/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.676, Loss:  0.682
Epoch   3 Batch   73/1077 - Train Accuracy:  0.621, Validation Accuracy:  0.673, Loss:  0.695
Epoch   3 Batch   74/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.670, Loss:  0.626
Epoch   3 Batch   75/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.673, Loss:  0.673
Epoch   3 Batch   76/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.674, Loss:  0.676
Epoch   3 Batch   77/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.674, Loss:  0.699
Epoch   3 Batch   78/1077 - Train Accuracy:  0.595, Validation Accuracy:  0.680, Loss:  0.727
Epoch   3 Batch   79/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.684, Loss:  0.691
Epoch   3 Batch   80/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.678, Loss:  0.681
Epoch   3 Batch   81/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.673, Loss:  0.680
Epoch   3 Batch   82/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.675, Loss:  0.604
Epoch   3 Batch   83/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.675, Loss:  0.737
Epoch   3 Batch   84/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.678, Loss:  0.668
Epoch   3 Batch   85/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.679, Loss:  0.647
Epoch   3 Batch   86/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.680, Loss:  0.680
Epoch   3 Batch   87/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.675, Loss:  0.696
Epoch   3 Batch   88/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.669, Loss:  0.674
Epoch   3 Batch   89/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.669, Loss:  0.676
Epoch   3 Batch   90/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.670, Loss:  0.714
Epoch   3 Batch   91/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.675, Loss:  0.618
Epoch   3 Batch   92/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.679, Loss:  0.681
Epoch   3 Batch   93/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.677, Loss:  0.677
Epoch   3 Batch   94/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.679, Loss:  0.630
Epoch   3 Batch   95/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.674, Loss:  0.697
Epoch   3 Batch   96/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.695, Loss:  0.654
Epoch   3 Batch   97/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.686, Loss:  0.653
Epoch   3 Batch   98/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.683, Loss:  0.658
Epoch   3 Batch   99/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.687, Loss:  0.696
Epoch   3 Batch  100/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.686, Loss:  0.687
Epoch   3 Batch  101/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.675, Loss:  0.682
Epoch   3 Batch  102/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.675, Loss:  0.652
Epoch   3 Batch  103/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.681, Loss:  0.755
Epoch   3 Batch  104/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.665, Loss:  0.711
Epoch   3 Batch  105/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.664, Loss:  0.664
Epoch   3 Batch  106/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.665, Loss:  0.770
Epoch   3 Batch  107/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.670, Loss:  0.667
Epoch   3 Batch  108/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.676, Loss:  0.620
Epoch   3 Batch  109/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.676, Loss:  0.676
Epoch   3 Batch  110/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.681, Loss:  0.641
Epoch   3 Batch  111/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.681, Loss:  0.688
Epoch   3 Batch  112/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.683, Loss:  0.671
Epoch   3 Batch  113/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.683, Loss:  0.704
Epoch   3 Batch  114/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.680, Loss:  0.640
Epoch   3 Batch  115/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.683, Loss:  0.700
Epoch   3 Batch  116/1077 - Train Accuracy:  0.611, Validation Accuracy:  0.682, Loss:  0.713
Epoch   3 Batch  117/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.684, Loss:  0.716
Epoch   3 Batch  118/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.686, Loss:  0.717
Epoch   3 Batch  119/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.686, Loss:  0.667
Epoch   3 Batch  120/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.687, Loss:  0.701
Epoch   3 Batch  121/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.685, Loss:  0.656
Epoch   3 Batch  122/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.684, Loss:  0.667
Epoch   3 Batch  123/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.682, Loss:  0.632
Epoch   3 Batch  124/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.686, Loss:  0.694
Epoch   3 Batch  125/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.686, Loss:  0.675
Epoch   3 Batch  126/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.688, Loss:  0.646
Epoch   3 Batch  127/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.686, Loss:  0.672
Epoch   3 Batch  128/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.683, Loss:  0.654
Epoch   3 Batch  129/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.689, Loss:  0.683
Epoch   3 Batch  130/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.690, Loss:  0.640
Epoch   3 Batch  131/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.692, Loss:  0.686
Epoch   3 Batch  132/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.684, Loss:  0.688
Epoch   3 Batch  133/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.687, Loss:  0.693
Epoch   3 Batch  134/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.685, Loss:  0.649
Epoch   3 Batch  135/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.686, Loss:  0.704
Epoch   3 Batch  136/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.689, Loss:  0.670
Epoch   3 Batch  137/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.690, Loss:  0.612
Epoch   3 Batch  138/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.693, Loss:  0.661
Epoch   3 Batch  139/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.683, Loss:  0.674
Epoch   3 Batch  140/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.686, Loss:  0.707
Epoch   3 Batch  141/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.692, Loss:  0.691
Epoch   3 Batch  142/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.694, Loss:  0.631
Epoch   3 Batch  143/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.688, Loss:  0.680
Epoch   3 Batch  144/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.684, Loss:  0.729
Epoch   3 Batch  145/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.684, Loss:  0.673
Epoch   3 Batch  146/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.684, Loss:  0.679
Epoch   3 Batch  147/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.676, Loss:  0.706
Epoch   3 Batch  148/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.672, Loss:  0.686
Epoch   3 Batch  149/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.678, Loss:  0.677
Epoch   3 Batch  150/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.681, Loss:  0.645
Epoch   3 Batch  151/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.682, Loss:  0.627
Epoch   3 Batch  152/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.677, Loss:  0.674
Epoch   3 Batch  153/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.675, Loss:  0.724
Epoch   3 Batch  154/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.681, Loss:  0.711
Epoch   3 Batch  155/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.682, Loss:  0.695
Epoch   3 Batch  156/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.682, Loss:  0.674
Epoch   3 Batch  157/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.679, Loss:  0.655
Epoch   3 Batch  158/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.673, Loss:  0.666
Epoch   3 Batch  159/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.680, Loss:  0.626
Epoch   3 Batch  160/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.680, Loss:  0.653
Epoch   3 Batch  161/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.676, Loss:  0.679
Epoch   3 Batch  162/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.680, Loss:  0.723
Epoch   3 Batch  163/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.676, Loss:  0.702
Epoch   3 Batch  164/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.679, Loss:  0.683
Epoch   3 Batch  165/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.683, Loss:  0.673
Epoch   3 Batch  166/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.681, Loss:  0.690
Epoch   3 Batch  167/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.692, Loss:  0.704
Epoch   3 Batch  168/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.685, Loss:  0.708
Epoch   3 Batch  169/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.688, Loss:  0.658
Epoch   3 Batch  170/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.694, Loss:  0.721
Epoch   3 Batch  171/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.687, Loss:  0.621
Epoch   3 Batch  172/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.689, Loss:  0.628
Epoch   3 Batch  173/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.686, Loss:  0.732
Epoch   3 Batch  174/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.688, Loss:  0.656
Epoch   3 Batch  175/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.686, Loss:  0.647
Epoch   3 Batch  176/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.689, Loss:  0.671
Epoch   3 Batch  177/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.692, Loss:  0.701
Epoch   3 Batch  178/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.686, Loss:  0.671
Epoch   3 Batch  179/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.681, Loss:  0.701
Epoch   3 Batch  180/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.687, Loss:  0.666
Epoch   3 Batch  181/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.685, Loss:  0.701
Epoch   3 Batch  182/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.682, Loss:  0.664
Epoch   3 Batch  183/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.674, Loss:  0.702
Epoch   3 Batch  184/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.671, Loss:  0.661
Epoch   3 Batch  185/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.669, Loss:  0.688
Epoch   3 Batch  186/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.669, Loss:  0.693
Epoch   3 Batch  187/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.672, Loss:  0.682
Epoch   3 Batch  188/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.674, Loss:  0.664
Epoch   3 Batch  189/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.676, Loss:  0.678
Epoch   3 Batch  190/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.681, Loss:  0.656
Epoch   3 Batch  191/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.685, Loss:  0.631
Epoch   3 Batch  192/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.680, Loss:  0.698
Epoch   3 Batch  193/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.685, Loss:  0.673
Epoch   3 Batch  194/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.681, Loss:  0.627
Epoch   3 Batch  195/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.682, Loss:  0.670
Epoch   3 Batch  196/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.682, Loss:  0.665
Epoch   3 Batch  197/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.681, Loss:  0.668
Epoch   3 Batch  198/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.676, Loss:  0.622
Epoch   3 Batch  199/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.680, Loss:  0.646
Epoch   3 Batch  200/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.681, Loss:  0.682
Epoch   3 Batch  201/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.669, Loss:  0.634
Epoch   3 Batch  202/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.670, Loss:  0.662
Epoch   3 Batch  203/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.669, Loss:  0.666
Epoch   3 Batch  204/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.668, Loss:  0.697
Epoch   3 Batch  205/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.664, Loss:  0.679
Epoch   3 Batch  206/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.667, Loss:  0.667
Epoch   3 Batch  207/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.668, Loss:  0.677
Epoch   3 Batch  208/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.675, Loss:  0.653
Epoch   3 Batch  209/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.675, Loss:  0.613
Epoch   3 Batch  210/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.679, Loss:  0.673
Epoch   3 Batch  211/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.686, Loss:  0.676
Epoch   3 Batch  212/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.675, Loss:  0.623
Epoch   3 Batch  213/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.670, Loss:  0.627
Epoch   3 Batch  214/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.675, Loss:  0.657
Epoch   3 Batch  215/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.674, Loss:  0.686
Epoch   3 Batch  216/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.673, Loss:  0.669
Epoch   3 Batch  217/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.670, Loss:  0.659
Epoch   3 Batch  218/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.670, Loss:  0.709
Epoch   3 Batch  219/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.672, Loss:  0.648
Epoch   3 Batch  220/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.683, Loss:  0.679
Epoch   3 Batch  221/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.685, Loss:  0.685
Epoch   3 Batch  222/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.689, Loss:  0.695
Epoch   3 Batch  223/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.688, Loss:  0.627
Epoch   3 Batch  224/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.690, Loss:  0.680
Epoch   3 Batch  225/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.685, Loss:  0.673
Epoch   3 Batch  226/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.683, Loss:  0.682
Epoch   3 Batch  227/1077 - Train Accuracy:  0.627, Validation Accuracy:  0.680, Loss:  0.710
Epoch   3 Batch  228/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.678, Loss:  0.642
Epoch   3 Batch  229/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.675, Loss:  0.673
Epoch   3 Batch  230/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.680, Loss:  0.630
Epoch   3 Batch  231/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.685, Loss:  0.684
Epoch   3 Batch  232/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.687, Loss:  0.706
Epoch   3 Batch  233/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.683, Loss:  0.711
Epoch   3 Batch  234/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.686, Loss:  0.673
Epoch   3 Batch  235/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.685, Loss:  0.599
Epoch   3 Batch  236/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.685, Loss:  0.704
Epoch   3 Batch  237/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.690, Loss:  0.643
Epoch   3 Batch  238/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.689, Loss:  0.665
Epoch   3 Batch  239/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.685, Loss:  0.603
Epoch   3 Batch  240/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.671, Loss:  0.643
Epoch   3 Batch  241/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.671, Loss:  0.631
Epoch   3 Batch  242/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.672, Loss:  0.673
Epoch   3 Batch  243/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.672, Loss:  0.673
Epoch   3 Batch  244/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.673, Loss:  0.637
Epoch   3 Batch  245/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.690, Loss:  0.621
Epoch   3 Batch  246/1077 - Train Accuracy:  0.639, Validation Accuracy:  0.692, Loss:  0.695
Epoch   3 Batch  247/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.694, Loss:  0.632
Epoch   3 Batch  248/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.692, Loss:  0.631
Epoch   3 Batch  249/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.690, Loss:  0.665
Epoch   3 Batch  250/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.684, Loss:  0.625
Epoch   3 Batch  251/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.690, Loss:  0.651
Epoch   3 Batch  252/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.693, Loss:  0.646
Epoch   3 Batch  253/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.691, Loss:  0.636
Epoch   3 Batch  254/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.687, Loss:  0.694
Epoch   3 Batch  255/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.685, Loss:  0.677
Epoch   3 Batch  256/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.687, Loss:  0.713
Epoch   3 Batch  257/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.689, Loss:  0.645
Epoch   3 Batch  258/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.688, Loss:  0.639
Epoch   3 Batch  259/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.688, Loss:  0.671
Epoch   3 Batch  260/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.690, Loss:  0.620
Epoch   3 Batch  261/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.684, Loss:  0.666
Epoch   3 Batch  262/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.681, Loss:  0.654
Epoch   3 Batch  263/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.686, Loss:  0.654
Epoch   3 Batch  264/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.678, Loss:  0.690
Epoch   3 Batch  265/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.678, Loss:  0.679
Epoch   3 Batch  266/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.673, Loss:  0.646
Epoch   3 Batch  267/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.675, Loss:  0.624
Epoch   3 Batch  268/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.676, Loss:  0.677
Epoch   3 Batch  269/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.671, Loss:  0.726
Epoch   3 Batch  270/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.669, Loss:  0.706
Epoch   3 Batch  271/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.669, Loss:  0.652
Epoch   3 Batch  272/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.668, Loss:  0.685
Epoch   3 Batch  273/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.677, Loss:  0.649
Epoch   3 Batch  274/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.683, Loss:  0.647
Epoch   3 Batch  275/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.681, Loss:  0.640
Epoch   3 Batch  276/1077 - Train Accuracy:  0.620, Validation Accuracy:  0.677, Loss:  0.692
Epoch   3 Batch  277/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.675, Loss:  0.618
Epoch   3 Batch  278/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.674, Loss:  0.695
Epoch   3 Batch  279/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.679, Loss:  0.728
Epoch   3 Batch  280/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.683, Loss:  0.686
Epoch   3 Batch  281/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.681, Loss:  0.680
Epoch   3 Batch  282/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.680, Loss:  0.697
Epoch   3 Batch  283/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.675, Loss:  0.686
Epoch   3 Batch  284/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.681, Loss:  0.713
Epoch   3 Batch  285/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.682, Loss:  0.637
Epoch   3 Batch  286/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.679, Loss:  0.631
Epoch   3 Batch  287/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.669, Loss:  0.648
Epoch   3 Batch  288/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.674, Loss:  0.686
Epoch   3 Batch  289/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.671, Loss:  0.651
Epoch   3 Batch  290/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.674, Loss:  0.677
Epoch   3 Batch  291/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.670, Loss:  0.670
Epoch   3 Batch  292/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.669, Loss:  0.655
Epoch   3 Batch  293/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.662, Loss:  0.706
Epoch   3 Batch  294/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.668, Loss:  0.618
Epoch   3 Batch  295/1077 - Train Accuracy:  0.640, Validation Accuracy:  0.667, Loss:  0.724
Epoch   3 Batch  296/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.672, Loss:  0.632
Epoch   3 Batch  297/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.679, Loss:  0.716
Epoch   3 Batch  298/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.689, Loss:  0.711
Epoch   3 Batch  299/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.684, Loss:  0.655
Epoch   3 Batch  300/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.680, Loss:  0.698
Epoch   3 Batch  301/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.685, Loss:  0.667
Epoch   3 Batch  302/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.683, Loss:  0.674
Epoch   3 Batch  303/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.680, Loss:  0.687
Epoch   3 Batch  304/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.673, Loss:  0.626
Epoch   3 Batch  305/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.685, Loss:  0.653
Epoch   3 Batch  306/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.691, Loss:  0.636
Epoch   3 Batch  307/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.684, Loss:  0.667
Epoch   3 Batch  308/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.680, Loss:  0.724
Epoch   3 Batch  309/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.673, Loss:  0.626
Epoch   3 Batch  310/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.670, Loss:  0.664
Epoch   3 Batch  311/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.671, Loss:  0.609
Epoch   3 Batch  312/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.675, Loss:  0.691
Epoch   3 Batch  313/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.673, Loss:  0.657
Epoch   3 Batch  314/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.683, Loss:  0.664
Epoch   3 Batch  315/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.681, Loss:  0.617
Epoch   3 Batch  316/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.677, Loss:  0.621
Epoch   3 Batch  317/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.680, Loss:  0.702
Epoch   3 Batch  318/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.680, Loss:  0.667
Epoch   3 Batch  319/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.681, Loss:  0.653
Epoch   3 Batch  320/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.680, Loss:  0.672
Epoch   3 Batch  321/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.679, Loss:  0.641
Epoch   3 Batch  322/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.671, Loss:  0.620
Epoch   3 Batch  323/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.667, Loss:  0.643
Epoch   3 Batch  324/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.672, Loss:  0.660
Epoch   3 Batch  325/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.665, Loss:  0.613
Epoch   3 Batch  326/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.669, Loss:  0.649
Epoch   3 Batch  327/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.668, Loss:  0.684
Epoch   3 Batch  328/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.668, Loss:  0.653
Epoch   3 Batch  329/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.669, Loss:  0.687
Epoch   3 Batch  330/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.669, Loss:  0.661
Epoch   3 Batch  331/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.667, Loss:  0.688
Epoch   3 Batch  332/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.668, Loss:  0.615
Epoch   3 Batch  333/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.685, Loss:  0.672
Epoch   3 Batch  334/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.690, Loss:  0.646
Epoch   3 Batch  335/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.690, Loss:  0.611
Epoch   3 Batch  336/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.686, Loss:  0.676
Epoch   3 Batch  337/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.684, Loss:  0.661
Epoch   3 Batch  338/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.678, Loss:  0.693
Epoch   3 Batch  339/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.675, Loss:  0.628
Epoch   3 Batch  340/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.681, Loss:  0.669
Epoch   3 Batch  341/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.685, Loss:  0.692
Epoch   3 Batch  342/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.681, Loss:  0.628
Epoch   3 Batch  343/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.679, Loss:  0.663
Epoch   3 Batch  344/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.674, Loss:  0.656
Epoch   3 Batch  345/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.682, Loss:  0.642
Epoch   3 Batch  346/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.682, Loss:  0.667
Epoch   3 Batch  347/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.683, Loss:  0.614
Epoch   3 Batch  348/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.682, Loss:  0.625
Epoch   3 Batch  349/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.690, Loss:  0.671
Epoch   3 Batch  350/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.692, Loss:  0.702
Epoch   3 Batch  351/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.690, Loss:  0.703
Epoch   3 Batch  352/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.686, Loss:  0.679
Epoch   3 Batch  353/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.688, Loss:  0.707
Epoch   3 Batch  354/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.678, Loss:  0.694
Epoch   3 Batch  355/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.686, Loss:  0.665
Epoch   3 Batch  356/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.684, Loss:  0.673
Epoch   3 Batch  357/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.676, Loss:  0.630
Epoch   3 Batch  358/1077 - Train Accuracy:  0.623, Validation Accuracy:  0.671, Loss:  0.697
Epoch   3 Batch  359/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.672, Loss:  0.662
Epoch   3 Batch  360/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.670, Loss:  0.647
Epoch   3 Batch  361/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.671, Loss:  0.694
Epoch   3 Batch  362/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.668, Loss:  0.646
Epoch   3 Batch  363/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.672, Loss:  0.678
Epoch   3 Batch  364/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.669, Loss:  0.673
Epoch   3 Batch  365/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.669, Loss:  0.644
Epoch   3 Batch  366/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.673, Loss:  0.655
Epoch   3 Batch  367/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.675, Loss:  0.601
Epoch   3 Batch  368/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.675, Loss:  0.663
Epoch   3 Batch  369/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.675, Loss:  0.642
Epoch   3 Batch  370/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.672, Loss:  0.627
Epoch   3 Batch  371/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.679, Loss:  0.658
Epoch   3 Batch  372/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.685, Loss:  0.622
Epoch   3 Batch  373/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.676, Loss:  0.607
Epoch   3 Batch  374/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.674, Loss:  0.700
Epoch   3 Batch  375/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.675, Loss:  0.617
Epoch   3 Batch  376/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.673, Loss:  0.613
Epoch   3 Batch  377/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.674, Loss:  0.677
Epoch   3 Batch  378/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.673, Loss:  0.641
Epoch   3 Batch  379/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.676, Loss:  0.677
Epoch   3 Batch  380/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.681, Loss:  0.652
Epoch   3 Batch  381/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.681, Loss:  0.659
Epoch   3 Batch  382/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.679, Loss:  0.698
Epoch   3 Batch  383/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.671, Loss:  0.638
Epoch   3 Batch  384/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.685, Loss:  0.643
Epoch   3 Batch  385/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.680, Loss:  0.653
Epoch   3 Batch  386/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.680, Loss:  0.648
Epoch   3 Batch  387/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.677, Loss:  0.652
Epoch   3 Batch  388/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.678, Loss:  0.655
Epoch   3 Batch  389/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.684, Loss:  0.638
Epoch   3 Batch  390/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.685, Loss:  0.676
Epoch   3 Batch  391/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.686, Loss:  0.650
Epoch   3 Batch  392/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.690, Loss:  0.654
Epoch   3 Batch  393/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.687, Loss:  0.614
Epoch   3 Batch  394/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.680, Loss:  0.682
Epoch   3 Batch  395/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.684, Loss:  0.615
Epoch   3 Batch  396/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.687, Loss:  0.672
Epoch   3 Batch  397/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.686, Loss:  0.639
Epoch   3 Batch  398/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.685, Loss:  0.687
Epoch   3 Batch  399/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.680, Loss:  0.696
Epoch   3 Batch  400/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.678, Loss:  0.674
Epoch   3 Batch  401/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.679, Loss:  0.655
Epoch   3 Batch  402/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.685, Loss:  0.635
Epoch   3 Batch  403/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.695, Loss:  0.682
Epoch   3 Batch  404/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.684, Loss:  0.616
Epoch   3 Batch  405/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.686, Loss:  0.683
Epoch   3 Batch  406/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.687, Loss:  0.660
Epoch   3 Batch  407/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.688, Loss:  0.694
Epoch   3 Batch  408/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.688, Loss:  0.665
Epoch   3 Batch  409/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.687, Loss:  0.666
Epoch   3 Batch  410/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.686, Loss:  0.677
Epoch   3 Batch  411/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.689, Loss:  0.647
Epoch   3 Batch  412/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.678, Loss:  0.658
Epoch   3 Batch  413/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.676, Loss:  0.646
Epoch   3 Batch  414/1077 - Train Accuracy:  0.630, Validation Accuracy:  0.676, Loss:  0.681
Epoch   3 Batch  415/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.677, Loss:  0.642
Epoch   3 Batch  416/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.675, Loss:  0.655
Epoch   3 Batch  417/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.676, Loss:  0.677
Epoch   3 Batch  418/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.675, Loss:  0.629
Epoch   3 Batch  419/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.681, Loss:  0.679
Epoch   3 Batch  420/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.681, Loss:  0.651
Epoch   3 Batch  421/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.687, Loss:  0.667
Epoch   3 Batch  422/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.695, Loss:  0.629
Epoch   3 Batch  423/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.698, Loss:  0.676
Epoch   3 Batch  424/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.695, Loss:  0.686
Epoch   3 Batch  425/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.682, Loss:  0.622
Epoch   3 Batch  426/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.679, Loss:  0.661
Epoch   3 Batch  427/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.683, Loss:  0.641
Epoch   3 Batch  428/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.685, Loss:  0.622
Epoch   3 Batch  429/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.681, Loss:  0.626
Epoch   3 Batch  430/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.672, Loss:  0.655
Epoch   3 Batch  431/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.667, Loss:  0.659
Epoch   3 Batch  432/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.668, Loss:  0.676
Epoch   3 Batch  433/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.664, Loss:  0.668
Epoch   3 Batch  434/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.668, Loss:  0.682
Epoch   3 Batch  435/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.669, Loss:  0.688
Epoch   3 Batch  436/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.671, Loss:  0.635
Epoch   3 Batch  437/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.671, Loss:  0.651
Epoch   3 Batch  438/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.672, Loss:  0.640
Epoch   3 Batch  439/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.671, Loss:  0.673
Epoch   3 Batch  440/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.673, Loss:  0.667
Epoch   3 Batch  441/1077 - Train Accuracy:  0.631, Validation Accuracy:  0.681, Loss:  0.648
Epoch   3 Batch  442/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.684, Loss:  0.636
Epoch   3 Batch  443/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.679, Loss:  0.642
Epoch   3 Batch  444/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.680, Loss:  0.668
Epoch   3 Batch  445/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.678, Loss:  0.702
Epoch   3 Batch  446/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.679, Loss:  0.595
Epoch   3 Batch  447/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.682, Loss:  0.671
Epoch   3 Batch  448/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.689, Loss:  0.681
Epoch   3 Batch  449/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.686, Loss:  0.678
Epoch   3 Batch  450/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.676, Loss:  0.646
Epoch   3 Batch  451/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.676, Loss:  0.631
Epoch   3 Batch  452/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.679, Loss:  0.669
Epoch   3 Batch  453/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.678, Loss:  0.639
Epoch   3 Batch  454/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.684, Loss:  0.654
Epoch   3 Batch  455/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.682, Loss:  0.632
Epoch   3 Batch  456/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.689, Loss:  0.646
Epoch   3 Batch  457/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.682, Loss:  0.614
Epoch   3 Batch  458/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.683, Loss:  0.662
Epoch   3 Batch  459/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.686, Loss:  0.630
Epoch   3 Batch  460/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.686, Loss:  0.673
Epoch   3 Batch  461/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.687, Loss:  0.652
Epoch   3 Batch  462/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.691, Loss:  0.636
Epoch   3 Batch  463/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.685, Loss:  0.662
Epoch   3 Batch  464/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.680, Loss:  0.640
Epoch   3 Batch  465/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.680, Loss:  0.721
Epoch   3 Batch  466/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.686, Loss:  0.618
Epoch   3 Batch  467/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.686, Loss:  0.638
Epoch   3 Batch  468/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.686, Loss:  0.671
Epoch   3 Batch  469/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.689, Loss:  0.688
Epoch   3 Batch  470/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.681, Loss:  0.678
Epoch   3 Batch  471/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.678, Loss:  0.617
Epoch   3 Batch  472/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.678, Loss:  0.630
Epoch   3 Batch  473/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.684, Loss:  0.664
Epoch   3 Batch  474/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.689, Loss:  0.645
Epoch   3 Batch  475/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.693, Loss:  0.628
Epoch   3 Batch  476/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.693, Loss:  0.640
Epoch   3 Batch  477/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.695, Loss:  0.624
Epoch   3 Batch  478/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.696, Loss:  0.697
Epoch   3 Batch  479/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.696, Loss:  0.685
Epoch   3 Batch  480/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.697, Loss:  0.669
Epoch   3 Batch  481/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.693, Loss:  0.645
Epoch   3 Batch  482/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.680, Loss:  0.710
Epoch   3 Batch  483/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.680, Loss:  0.653
Epoch   3 Batch  484/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.685, Loss:  0.626
Epoch   3 Batch  485/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.686, Loss:  0.671
Epoch   3 Batch  486/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.688, Loss:  0.657
Epoch   3 Batch  487/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.686, Loss:  0.676
Epoch   3 Batch  488/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.680, Loss:  0.680
Epoch   3 Batch  489/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.683, Loss:  0.627
Epoch   3 Batch  490/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.684, Loss:  0.670
Epoch   3 Batch  491/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.684, Loss:  0.649
Epoch   3 Batch  492/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.684, Loss:  0.675
Epoch   3 Batch  493/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.683, Loss:  0.621
Epoch   3 Batch  494/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.685, Loss:  0.618
Epoch   3 Batch  495/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.689, Loss:  0.635
Epoch   3 Batch  496/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.683, Loss:  0.654
Epoch   3 Batch  497/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.681, Loss:  0.694
Epoch   3 Batch  498/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.681, Loss:  0.643
Epoch   3 Batch  499/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.683, Loss:  0.616
Epoch   3 Batch  500/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.680, Loss:  0.657
Epoch   3 Batch  501/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.683, Loss:  0.656
Epoch   3 Batch  502/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.682, Loss:  0.628
Epoch   3 Batch  503/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.678, Loss:  0.652
Epoch   3 Batch  504/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.686, Loss:  0.663
Epoch   3 Batch  505/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.688, Loss:  0.591
Epoch   3 Batch  506/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.690, Loss:  0.647
Epoch   3 Batch  507/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.681, Loss:  0.638
Epoch   3 Batch  508/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.680, Loss:  0.626
Epoch   3 Batch  509/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.679, Loss:  0.671
Epoch   3 Batch  510/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.683, Loss:  0.622
Epoch   3 Batch  511/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.679, Loss:  0.670
Epoch   3 Batch  512/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.676, Loss:  0.657
Epoch   3 Batch  513/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.674, Loss:  0.654
Epoch   3 Batch  514/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.674, Loss:  0.679
Epoch   3 Batch  515/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.676, Loss:  0.665
Epoch   3 Batch  516/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.677, Loss:  0.609
Epoch   3 Batch  517/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.682, Loss:  0.627
Epoch   3 Batch  518/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.685, Loss:  0.631
Epoch   3 Batch  519/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.680, Loss:  0.654
Epoch   3 Batch  520/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.680, Loss:  0.612
Epoch   3 Batch  521/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.685, Loss:  0.637
Epoch   3 Batch  522/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.683, Loss:  0.688
Epoch   3 Batch  523/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.683, Loss:  0.668
Epoch   3 Batch  524/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.682, Loss:  0.664
Epoch   3 Batch  525/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.681, Loss:  0.644
Epoch   3 Batch  526/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.683, Loss:  0.660
Epoch   3 Batch  527/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.681, Loss:  0.656
Epoch   3 Batch  528/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.683, Loss:  0.630
Epoch   3 Batch  529/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.684, Loss:  0.643
Epoch   3 Batch  530/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.680, Loss:  0.659
Epoch   3 Batch  531/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.681, Loss:  0.665
Epoch   3 Batch  532/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.685, Loss:  0.676
Epoch   3 Batch  533/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.687, Loss:  0.648
Epoch   3 Batch  534/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.678, Loss:  0.646
Epoch   3 Batch  535/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.681, Loss:  0.647
Epoch   3 Batch  536/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.682, Loss:  0.651
Epoch   3 Batch  537/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.680, Loss:  0.643
Epoch   3 Batch  538/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.676, Loss:  0.590
Epoch   3 Batch  539/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.675, Loss:  0.660
Epoch   3 Batch  540/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.670, Loss:  0.610
Epoch   3 Batch  541/1077 - Train Accuracy:  0.643, Validation Accuracy:  0.676, Loss:  0.662
Epoch   3 Batch  542/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.681, Loss:  0.647
Epoch   3 Batch  543/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.688, Loss:  0.636
Epoch   3 Batch  544/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.690, Loss:  0.649
Epoch   3 Batch  545/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.692, Loss:  0.689
Epoch   3 Batch  546/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.690, Loss:  0.678
Epoch   3 Batch  547/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.685, Loss:  0.646
Epoch   3 Batch  548/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.687, Loss:  0.641
Epoch   3 Batch  549/1077 - Train Accuracy:  0.638, Validation Accuracy:  0.689, Loss:  0.699
Epoch   3 Batch  550/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.697, Loss:  0.673
Epoch   3 Batch  551/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.692, Loss:  0.672
Epoch   3 Batch  552/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.684, Loss:  0.646
Epoch   3 Batch  553/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.684, Loss:  0.644
Epoch   3 Batch  554/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.682, Loss:  0.664
Epoch   3 Batch  555/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.689, Loss:  0.648
Epoch   3 Batch  556/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.689, Loss:  0.621
Epoch   3 Batch  557/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.695, Loss:  0.626
Epoch   3 Batch  558/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.699, Loss:  0.627
Epoch   3 Batch  559/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.692, Loss:  0.641
Epoch   3 Batch  560/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.694, Loss:  0.616
Epoch   3 Batch  561/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.698, Loss:  0.616
Epoch   3 Batch  562/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.697, Loss:  0.590
Epoch   3 Batch  563/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.699, Loss:  0.658
Epoch   3 Batch  564/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.692, Loss:  0.668
Epoch   3 Batch  565/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.695, Loss:  0.638
Epoch   3 Batch  566/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.686, Loss:  0.674
Epoch   3 Batch  567/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.689, Loss:  0.643
Epoch   3 Batch  568/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.691, Loss:  0.633
Epoch   3 Batch  569/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.693, Loss:  0.651
Epoch   3 Batch  570/1077 - Train Accuracy:  0.648, Validation Accuracy:  0.688, Loss:  0.670
Epoch   3 Batch  571/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.690, Loss:  0.604
Epoch   3 Batch  572/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.695, Loss:  0.624
Epoch   3 Batch  573/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.694, Loss:  0.668
Epoch   3 Batch  574/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.695, Loss:  0.671
Epoch   3 Batch  575/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.691, Loss:  0.644
Epoch   3 Batch  576/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.681, Loss:  0.696
Epoch   3 Batch  577/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.688, Loss:  0.686
Epoch   3 Batch  578/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.690, Loss:  0.678
Epoch   3 Batch  579/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.692, Loss:  0.627
Epoch   3 Batch  580/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.692, Loss:  0.580
Epoch   3 Batch  581/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.690, Loss:  0.636
Epoch   3 Batch  582/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.690, Loss:  0.641
Epoch   3 Batch  583/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.684, Loss:  0.662
Epoch   3 Batch  584/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.687, Loss:  0.645
Epoch   3 Batch  585/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.691, Loss:  0.604
Epoch   3 Batch  586/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.692, Loss:  0.696
Epoch   3 Batch  587/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.691, Loss:  0.615
Epoch   3 Batch  588/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.690, Loss:  0.636
Epoch   3 Batch  589/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.690, Loss:  0.642
Epoch   3 Batch  590/1077 - Train Accuracy:  0.625, Validation Accuracy:  0.696, Loss:  0.670
Epoch   3 Batch  591/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.695, Loss:  0.602
Epoch   3 Batch  592/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.693, Loss:  0.649
Epoch   3 Batch  593/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.691, Loss:  0.618
Epoch   3 Batch  594/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.692, Loss:  0.651
Epoch   3 Batch  595/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.688, Loss:  0.657
Epoch   3 Batch  596/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.685, Loss:  0.646
Epoch   3 Batch  597/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.689, Loss:  0.659
Epoch   3 Batch  598/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.690, Loss:  0.616
Epoch   3 Batch  599/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.676, Loss:  0.706
Epoch   3 Batch  600/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.682, Loss:  0.613
Epoch   3 Batch  601/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.680, Loss:  0.625
Epoch   3 Batch  602/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.685, Loss:  0.653
Epoch   3 Batch  603/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.693, Loss:  0.655
Epoch   3 Batch  604/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.691, Loss:  0.662
Epoch   3 Batch  605/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.692, Loss:  0.685
Epoch   3 Batch  606/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.703, Loss:  0.590
Epoch   3 Batch  607/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.702, Loss:  0.587
Epoch   3 Batch  608/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.707, Loss:  0.667
Epoch   3 Batch  609/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.700, Loss:  0.666
Epoch   3 Batch  610/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.698, Loss:  0.656
Epoch   3 Batch  611/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.700, Loss:  0.668
Epoch   3 Batch  612/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.699, Loss:  0.601
Epoch   3 Batch  613/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.703, Loss:  0.687
Epoch   3 Batch  614/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.701, Loss:  0.627
Epoch   3 Batch  615/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.701, Loss:  0.626
Epoch   3 Batch  616/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.698, Loss:  0.673
Epoch   3 Batch  617/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.705, Loss:  0.644
Epoch   3 Batch  618/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.696, Loss:  0.650
Epoch   3 Batch  619/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.697, Loss:  0.672
Epoch   3 Batch  620/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.695, Loss:  0.647
Epoch   3 Batch  621/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.692, Loss:  0.636
Epoch   3 Batch  622/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.687, Loss:  0.683
Epoch   3 Batch  623/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.686, Loss:  0.667
Epoch   3 Batch  624/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.687, Loss:  0.618
Epoch   3 Batch  625/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.693, Loss:  0.647
Epoch   3 Batch  626/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.691, Loss:  0.594
Epoch   3 Batch  627/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.687, Loss:  0.629
Epoch   3 Batch  628/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.692, Loss:  0.686
Epoch   3 Batch  629/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.690, Loss:  0.669
Epoch   3 Batch  630/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.697, Loss:  0.652
Epoch   3 Batch  631/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.699, Loss:  0.632
Epoch   3 Batch  632/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.695, Loss:  0.645
Epoch   3 Batch  633/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.692, Loss:  0.646
Epoch   3 Batch  634/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.692, Loss:  0.609
Epoch   3 Batch  635/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.694, Loss:  0.702
Epoch   3 Batch  636/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.690, Loss:  0.618
Epoch   3 Batch  637/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.690, Loss:  0.657
Epoch   3 Batch  638/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.690, Loss:  0.618
Epoch   3 Batch  639/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.691, Loss:  0.644
Epoch   3 Batch  640/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.691, Loss:  0.608
Epoch   3 Batch  641/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.691, Loss:  0.648
Epoch   3 Batch  642/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.689, Loss:  0.645
Epoch   3 Batch  643/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.686, Loss:  0.618
Epoch   3 Batch  644/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.690, Loss:  0.617
Epoch   3 Batch  645/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.693, Loss:  0.637
Epoch   3 Batch  646/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.692, Loss:  0.622
Epoch   3 Batch  647/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.696, Loss:  0.632
Epoch   3 Batch  648/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.701, Loss:  0.621
Epoch   3 Batch  649/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.700, Loss:  0.664
Epoch   3 Batch  650/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.701, Loss:  0.656
Epoch   3 Batch  651/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.693, Loss:  0.631
Epoch   3 Batch  652/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.692, Loss:  0.672
Epoch   3 Batch  653/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.683, Loss:  0.648
Epoch   3 Batch  654/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.681, Loss:  0.610
Epoch   3 Batch  655/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.701, Loss:  0.640
Epoch   3 Batch  656/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.695, Loss:  0.629
Epoch   3 Batch  657/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.692, Loss:  0.661
Epoch   3 Batch  658/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.691, Loss:  0.608
Epoch   3 Batch  659/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.695, Loss:  0.619
Epoch   3 Batch  660/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.694, Loss:  0.656
Epoch   3 Batch  661/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.691, Loss:  0.586
Epoch   3 Batch  662/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.691, Loss:  0.607
Epoch   3 Batch  663/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.695, Loss:  0.621
Epoch   3 Batch  664/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.695, Loss:  0.635
Epoch   3 Batch  665/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.687, Loss:  0.629
Epoch   3 Batch  666/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.686, Loss:  0.677
Epoch   3 Batch  667/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.689, Loss:  0.679
Epoch   3 Batch  668/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.690, Loss:  0.628
Epoch   3 Batch  669/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.690, Loss:  0.627
Epoch   3 Batch  670/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.689, Loss:  0.580
Epoch   3 Batch  671/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.684, Loss:  0.670
Epoch   3 Batch  672/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.684, Loss:  0.623
Epoch   3 Batch  673/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.685, Loss:  0.612
Epoch   3 Batch  674/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.685, Loss:  0.641
Epoch   3 Batch  675/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.688, Loss:  0.614
Epoch   3 Batch  676/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.692, Loss:  0.670
Epoch   3 Batch  677/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.692, Loss:  0.664
Epoch   3 Batch  678/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.696, Loss:  0.612
Epoch   3 Batch  679/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.697, Loss:  0.667
Epoch   3 Batch  680/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.696, Loss:  0.605
Epoch   3 Batch  681/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.695, Loss:  0.676
Epoch   3 Batch  682/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.701, Loss:  0.651
Epoch   3 Batch  683/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.700, Loss:  0.626
Epoch   3 Batch  684/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.700, Loss:  0.638
Epoch   3 Batch  685/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.700, Loss:  0.668
Epoch   3 Batch  686/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.696, Loss:  0.606
Epoch   3 Batch  687/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.697, Loss:  0.680
Epoch   3 Batch  688/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.696, Loss:  0.626
Epoch   3 Batch  689/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.695, Loss:  0.612
Epoch   3 Batch  690/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.698, Loss:  0.643
Epoch   3 Batch  691/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.698, Loss:  0.692
Epoch   3 Batch  692/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.707, Loss:  0.591
Epoch   3 Batch  693/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.702, Loss:  0.714
Epoch   3 Batch  694/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.700, Loss:  0.625
Epoch   3 Batch  695/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.703, Loss:  0.606
Epoch   3 Batch  696/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.703, Loss:  0.693
Epoch   3 Batch  697/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.701, Loss:  0.630
Epoch   3 Batch  698/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.683, Loss:  0.617
Epoch   3 Batch  699/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.686, Loss:  0.666
Epoch   3 Batch  700/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.689, Loss:  0.630
Epoch   3 Batch  701/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.689, Loss:  0.670
Epoch   3 Batch  702/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.692, Loss:  0.642
Epoch   3 Batch  703/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.686, Loss:  0.653
Epoch   3 Batch  704/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.689, Loss:  0.668
Epoch   3 Batch  705/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.694, Loss:  0.688
Epoch   3 Batch  706/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.697, Loss:  0.638
Epoch   3 Batch  707/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.693, Loss:  0.634
Epoch   3 Batch  708/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.686, Loss:  0.643
Epoch   3 Batch  709/1077 - Train Accuracy:  0.657, Validation Accuracy:  0.689, Loss:  0.674
Epoch   3 Batch  710/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.694, Loss:  0.636
Epoch   3 Batch  711/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.695, Loss:  0.668
Epoch   3 Batch  712/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.695, Loss:  0.623
Epoch   3 Batch  713/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.680, Loss:  0.582
Epoch   3 Batch  714/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.681, Loss:  0.617
Epoch   3 Batch  715/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.678, Loss:  0.671
Epoch   3 Batch  716/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.676, Loss:  0.616
Epoch   3 Batch  717/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.677, Loss:  0.638
Epoch   3 Batch  718/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.676, Loss:  0.647
Epoch   3 Batch  719/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.683, Loss:  0.622
Epoch   3 Batch  720/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.691, Loss:  0.686
Epoch   3 Batch  721/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.687, Loss:  0.670
Epoch   3 Batch  722/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.685, Loss:  0.632
Epoch   3 Batch  723/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.684, Loss:  0.619
Epoch   3 Batch  724/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.683, Loss:  0.672
Epoch   3 Batch  725/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.690, Loss:  0.607
Epoch   3 Batch  726/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.684, Loss:  0.627
Epoch   3 Batch  727/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.690, Loss:  0.611
Epoch   3 Batch  728/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.689, Loss:  0.614
Epoch   3 Batch  729/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.691, Loss:  0.663
Epoch   3 Batch  730/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.695, Loss:  0.634
Epoch   3 Batch  731/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.682, Loss:  0.634
Epoch   3 Batch  732/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.681, Loss:  0.660
Epoch   3 Batch  733/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.673, Loss:  0.657
Epoch   3 Batch  734/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.681, Loss:  0.663
Epoch   3 Batch  735/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.683, Loss:  0.624
Epoch   3 Batch  736/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.688, Loss:  0.626
Epoch   3 Batch  737/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.695, Loss:  0.668
Epoch   3 Batch  738/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.688, Loss:  0.553
Epoch   3 Batch  739/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.693, Loss:  0.610
Epoch   3 Batch  740/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.686, Loss:  0.628
Epoch   3 Batch  741/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.686, Loss:  0.645
Epoch   3 Batch  742/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.686, Loss:  0.633
Epoch   3 Batch  743/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.686, Loss:  0.643
Epoch   3 Batch  744/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.686, Loss:  0.608
Epoch   3 Batch  745/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.686, Loss:  0.637
Epoch   3 Batch  746/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.692, Loss:  0.623
Epoch   3 Batch  747/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.690, Loss:  0.604
Epoch   3 Batch  748/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.691, Loss:  0.624
Epoch   3 Batch  749/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.690, Loss:  0.653
Epoch   3 Batch  750/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.691, Loss:  0.620
Epoch   3 Batch  751/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.699, Loss:  0.621
Epoch   3 Batch  752/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.695, Loss:  0.589
Epoch   3 Batch  753/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.696, Loss:  0.629
Epoch   3 Batch  754/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.692, Loss:  0.644
Epoch   3 Batch  755/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.695, Loss:  0.628
Epoch   3 Batch  756/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.690, Loss:  0.603
Epoch   3 Batch  757/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.695, Loss:  0.656
Epoch   3 Batch  758/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.693, Loss:  0.595
Epoch   3 Batch  759/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.694, Loss:  0.599
Epoch   3 Batch  760/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.694, Loss:  0.654
Epoch   3 Batch  761/1077 - Train Accuracy:  0.636, Validation Accuracy:  0.697, Loss:  0.658
Epoch   3 Batch  762/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.698, Loss:  0.602
Epoch   3 Batch  763/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.698, Loss:  0.599
Epoch   3 Batch  764/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.699, Loss:  0.636
Epoch   3 Batch  765/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.702, Loss:  0.593
Epoch   3 Batch  766/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.688, Loss:  0.658
Epoch   3 Batch  767/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.693, Loss:  0.623
Epoch   3 Batch  768/1077 - Train Accuracy:  0.649, Validation Accuracy:  0.689, Loss:  0.618
Epoch   3 Batch  769/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.693, Loss:  0.650
Epoch   3 Batch  770/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.698, Loss:  0.604
Epoch   3 Batch  771/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.693, Loss:  0.638
Epoch   3 Batch  772/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.698, Loss:  0.611
Epoch   3 Batch  773/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.695, Loss:  0.629
Epoch   3 Batch  774/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.695, Loss:  0.656
Epoch   3 Batch  775/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.695, Loss:  0.626
Epoch   3 Batch  776/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.685, Loss:  0.642
Epoch   3 Batch  777/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.691, Loss:  0.647
Epoch   3 Batch  778/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.682, Loss:  0.603
Epoch   3 Batch  779/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.678, Loss:  0.662
Epoch   3 Batch  780/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.681, Loss:  0.672
Epoch   3 Batch  781/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.690, Loss:  0.596
Epoch   3 Batch  782/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.691, Loss:  0.610
Epoch   3 Batch  783/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.696, Loss:  0.647
Epoch   3 Batch  784/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.697, Loss:  0.620
Epoch   3 Batch  785/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.700, Loss:  0.586
Epoch   3 Batch  786/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.699, Loss:  0.655
Epoch   3 Batch  787/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.704, Loss:  0.595
Epoch   3 Batch  788/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.705, Loss:  0.618
Epoch   3 Batch  789/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.707, Loss:  0.651
Epoch   3 Batch  790/1077 - Train Accuracy:  0.632, Validation Accuracy:  0.698, Loss:  0.683
Epoch   3 Batch  791/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.700, Loss:  0.648
Epoch   3 Batch  792/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.705, Loss:  0.627
Epoch   3 Batch  793/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.699, Loss:  0.629
Epoch   3 Batch  794/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.697, Loss:  0.614
Epoch   3 Batch  795/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.694, Loss:  0.674
Epoch   3 Batch  796/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.690, Loss:  0.648
Epoch   3 Batch  797/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.690, Loss:  0.641
Epoch   3 Batch  798/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.689, Loss:  0.644
Epoch   3 Batch  799/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.697, Loss:  0.681
Epoch   3 Batch  800/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.695, Loss:  0.624
Epoch   3 Batch  801/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.693, Loss:  0.652
Epoch   3 Batch  802/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.689, Loss:  0.609
Epoch   3 Batch  803/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.690, Loss:  0.640
Epoch   3 Batch  804/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.692, Loss:  0.636
Epoch   3 Batch  805/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.695, Loss:  0.631
Epoch   3 Batch  806/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.689, Loss:  0.616
Epoch   3 Batch  807/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.688, Loss:  0.630
Epoch   3 Batch  808/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.694, Loss:  0.650
Epoch   3 Batch  809/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.694, Loss:  0.689
Epoch   3 Batch  810/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.692, Loss:  0.597
Epoch   3 Batch  811/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.693, Loss:  0.588
Epoch   3 Batch  812/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.694, Loss:  0.643
Epoch   3 Batch  813/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.701, Loss:  0.611
Epoch   3 Batch  814/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.700, Loss:  0.631
Epoch   3 Batch  815/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.696, Loss:  0.626
Epoch   3 Batch  816/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.696, Loss:  0.657
Epoch   3 Batch  817/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.692, Loss:  0.660
Epoch   3 Batch  818/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.690, Loss:  0.658
Epoch   3 Batch  819/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.690, Loss:  0.614
Epoch   3 Batch  820/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.694, Loss:  0.668
Epoch   3 Batch  821/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.690, Loss:  0.619
Epoch   3 Batch  822/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.690, Loss:  0.635
Epoch   3 Batch  823/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.693, Loss:  0.612
Epoch   3 Batch  824/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.688, Loss:  0.600
Epoch   3 Batch  825/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.694, Loss:  0.628
Epoch   3 Batch  826/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.690, Loss:  0.597
Epoch   3 Batch  827/1077 - Train Accuracy:  0.647, Validation Accuracy:  0.690, Loss:  0.655
Epoch   3 Batch  828/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.689, Loss:  0.642
Epoch   3 Batch  829/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.692, Loss:  0.660
Epoch   3 Batch  830/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.685, Loss:  0.620
Epoch   3 Batch  831/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.691, Loss:  0.641
Epoch   3 Batch  832/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.690, Loss:  0.620
Epoch   3 Batch  833/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.689, Loss:  0.632
Epoch   3 Batch  834/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.692, Loss:  0.631
Epoch   3 Batch  835/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.689, Loss:  0.623
Epoch   3 Batch  836/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.686, Loss:  0.663
Epoch   3 Batch  837/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.686, Loss:  0.657
Epoch   3 Batch  838/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.689, Loss:  0.616
Epoch   3 Batch  839/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.688, Loss:  0.607
Epoch   3 Batch  840/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.690, Loss:  0.612
Epoch   3 Batch  841/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.691, Loss:  0.633
Epoch   3 Batch  842/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.696, Loss:  0.604
Epoch   3 Batch  843/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.696, Loss:  0.587
Epoch   3 Batch  844/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.689, Loss:  0.605
Epoch   3 Batch  845/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.690, Loss:  0.620
Epoch   3 Batch  846/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.690, Loss:  0.634
Epoch   3 Batch  847/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.688, Loss:  0.630
Epoch   3 Batch  848/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.688, Loss:  0.644
Epoch   3 Batch  849/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.687, Loss:  0.623
Epoch   3 Batch  850/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.692, Loss:  0.649
Epoch   3 Batch  851/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.695, Loss:  0.609
Epoch   3 Batch  852/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.693, Loss:  0.638
Epoch   3 Batch  853/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.693, Loss:  0.596
Epoch   3 Batch  854/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.691, Loss:  0.647
Epoch   3 Batch  855/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.691, Loss:  0.626
Epoch   3 Batch  856/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.691, Loss:  0.631
Epoch   3 Batch  857/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.690, Loss:  0.617
Epoch   3 Batch  858/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.689, Loss:  0.606
Epoch   3 Batch  859/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.689, Loss:  0.635
Epoch   3 Batch  860/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.689, Loss:  0.616
Epoch   3 Batch  861/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.696, Loss:  0.644
Epoch   3 Batch  862/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.709, Loss:  0.635
Epoch   3 Batch  863/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.699, Loss:  0.608
Epoch   3 Batch  864/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.698, Loss:  0.610
Epoch   3 Batch  865/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.702, Loss:  0.575
Epoch   3 Batch  866/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.701, Loss:  0.609
Epoch   3 Batch  867/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.700, Loss:  0.659
Epoch   3 Batch  868/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.703, Loss:  0.615
Epoch   3 Batch  869/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.700, Loss:  0.642
Epoch   3 Batch  870/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.699, Loss:  0.683
Epoch   3 Batch  871/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.695, Loss:  0.635
Epoch   3 Batch  872/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.685, Loss:  0.597
Epoch   3 Batch  873/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.689, Loss:  0.649
Epoch   3 Batch  874/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.680, Loss:  0.635
Epoch   3 Batch  875/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.679, Loss:  0.624
Epoch   3 Batch  876/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.676, Loss:  0.646
Epoch   3 Batch  877/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.692, Loss:  0.632
Epoch   3 Batch  878/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.695, Loss:  0.602
Epoch   3 Batch  879/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.695, Loss:  0.597
Epoch   3 Batch  880/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.694, Loss:  0.608
Epoch   3 Batch  881/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.694, Loss:  0.645
Epoch   3 Batch  882/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.692, Loss:  0.636
Epoch   3 Batch  883/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.696, Loss:  0.718
Epoch   3 Batch  884/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.689, Loss:  0.620
Epoch   3 Batch  885/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.689, Loss:  0.545
Epoch   3 Batch  886/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.690, Loss:  0.656
Epoch   3 Batch  887/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.691, Loss:  0.639
Epoch   3 Batch  888/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.691, Loss:  0.613
Epoch   3 Batch  889/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.692, Loss:  0.611
Epoch   3 Batch  890/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.691, Loss:  0.575
Epoch   3 Batch  891/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.689, Loss:  0.630
Epoch   3 Batch  892/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.686, Loss:  0.601
Epoch   3 Batch  893/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.695, Loss:  0.608
Epoch   3 Batch  894/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.691, Loss:  0.597
Epoch   3 Batch  895/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.692, Loss:  0.622
Epoch   3 Batch  896/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.691, Loss:  0.681
Epoch   3 Batch  897/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.686, Loss:  0.575
Epoch   3 Batch  898/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.691, Loss:  0.600
Epoch   3 Batch  899/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.691, Loss:  0.648
Epoch   3 Batch  900/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.695, Loss:  0.645
Epoch   3 Batch  901/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.696, Loss:  0.626
Epoch   3 Batch  902/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.693, Loss:  0.621
Epoch   3 Batch  903/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.689, Loss:  0.617
Epoch   3 Batch  904/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.700, Loss:  0.639
Epoch   3 Batch  905/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.689, Loss:  0.592
Epoch   3 Batch  906/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.681, Loss:  0.590
Epoch   3 Batch  907/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.678, Loss:  0.616
Epoch   3 Batch  908/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.678, Loss:  0.652
Epoch   3 Batch  909/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.681, Loss:  0.622
Epoch   3 Batch  910/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.694, Loss:  0.597
Epoch   3 Batch  911/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.694, Loss:  0.570
Epoch   3 Batch  912/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.690, Loss:  0.636
Epoch   3 Batch  913/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.683, Loss:  0.669
Epoch   3 Batch  914/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.690, Loss:  0.547
Epoch   3 Batch  915/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.691, Loss:  0.673
Epoch   3 Batch  916/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.684, Loss:  0.624
Epoch   3 Batch  917/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.686, Loss:  0.608
Epoch   3 Batch  918/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.689, Loss:  0.583
Epoch   3 Batch  919/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.692, Loss:  0.622
Epoch   3 Batch  920/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.699, Loss:  0.656
Epoch   3 Batch  921/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.697, Loss:  0.625
Epoch   3 Batch  922/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.694, Loss:  0.595
Epoch   3 Batch  923/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.691, Loss:  0.643
Epoch   3 Batch  924/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.689, Loss:  0.663
Epoch   3 Batch  925/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.689, Loss:  0.608
Epoch   3 Batch  926/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.684, Loss:  0.614
Epoch   3 Batch  927/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.684, Loss:  0.639
Epoch   3 Batch  928/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.676, Loss:  0.623
Epoch   3 Batch  929/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.672, Loss:  0.649
Epoch   3 Batch  930/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.675, Loss:  0.611
Epoch   3 Batch  931/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.681, Loss:  0.601
Epoch   3 Batch  932/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.691, Loss:  0.635
Epoch   3 Batch  933/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.690, Loss:  0.624
Epoch   3 Batch  934/1077 - Train Accuracy:  0.652, Validation Accuracy:  0.690, Loss:  0.622
Epoch   3 Batch  935/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.686, Loss:  0.635
Epoch   3 Batch  936/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.694, Loss:  0.617
Epoch   3 Batch  937/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.697, Loss:  0.649
Epoch   3 Batch  938/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.695, Loss:  0.644
Epoch   3 Batch  939/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.696, Loss:  0.622
Epoch   3 Batch  940/1077 - Train Accuracy:  0.665, Validation Accuracy:  0.696, Loss:  0.635
Epoch   3 Batch  941/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.702, Loss:  0.598
Epoch   3 Batch  942/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.707, Loss:  0.635
Epoch   3 Batch  943/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.697, Loss:  0.628
Epoch   3 Batch  944/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.696, Loss:  0.620
Epoch   3 Batch  945/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.697, Loss:  0.602
Epoch   3 Batch  946/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.688, Loss:  0.621
Epoch   3 Batch  947/1077 - Train Accuracy:  0.633, Validation Accuracy:  0.683, Loss:  0.686
Epoch   3 Batch  948/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.686, Loss:  0.616
Epoch   3 Batch  949/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.687, Loss:  0.567
Epoch   3 Batch  950/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.691, Loss:  0.597
Epoch   3 Batch  951/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.699, Loss:  0.597
Epoch   3 Batch  952/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.695, Loss:  0.605
Epoch   3 Batch  953/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.695, Loss:  0.623
Epoch   3 Batch  954/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.701, Loss:  0.650
Epoch   3 Batch  955/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.713, Loss:  0.639
Epoch   3 Batch  956/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.705, Loss:  0.611
Epoch   3 Batch  957/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.702, Loss:  0.586
Epoch   3 Batch  958/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.692, Loss:  0.614
Epoch   3 Batch  959/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.694, Loss:  0.597
Epoch   3 Batch  960/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.692, Loss:  0.600
Epoch   3 Batch  961/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.703, Loss:  0.646
Epoch   3 Batch  962/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.703, Loss:  0.591
Epoch   3 Batch  963/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.705, Loss:  0.684
Epoch   3 Batch  964/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.699, Loss:  0.587
Epoch   3 Batch  965/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.700, Loss:  0.648
Epoch   3 Batch  966/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.705, Loss:  0.564
Epoch   3 Batch  967/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.691, Loss:  0.610
Epoch   3 Batch  968/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.692, Loss:  0.656
Epoch   3 Batch  969/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.680, Loss:  0.624
Epoch   3 Batch  970/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.694, Loss:  0.681
Epoch   3 Batch  971/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.694, Loss:  0.596
Epoch   3 Batch  972/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.694, Loss:  0.617
Epoch   3 Batch  973/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.695, Loss:  0.584
Epoch   3 Batch  974/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.692, Loss:  0.606
Epoch   3 Batch  975/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.696, Loss:  0.578
Epoch   3 Batch  976/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.701, Loss:  0.593
Epoch   3 Batch  977/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.702, Loss:  0.593
Epoch   3 Batch  978/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.699, Loss:  0.612
Epoch   3 Batch  979/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.698, Loss:  0.664
Epoch   3 Batch  980/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.694, Loss:  0.603
Epoch   3 Batch  981/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.699, Loss:  0.626
Epoch   3 Batch  982/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.689, Loss:  0.598
Epoch   3 Batch  983/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.689, Loss:  0.647
Epoch   3 Batch  984/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.691, Loss:  0.654
Epoch   3 Batch  985/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.694, Loss:  0.598
Epoch   3 Batch  986/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.690, Loss:  0.633
Epoch   3 Batch  987/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.693, Loss:  0.600
Epoch   3 Batch  988/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.692, Loss:  0.632
Epoch   3 Batch  989/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.689, Loss:  0.646
Epoch   3 Batch  990/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.687, Loss:  0.662
Epoch   3 Batch  991/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.684, Loss:  0.635
Epoch   3 Batch  992/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.694, Loss:  0.618
Epoch   3 Batch  993/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.689, Loss:  0.594
Epoch   3 Batch  994/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.693, Loss:  0.618
Epoch   3 Batch  995/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.690, Loss:  0.591
Epoch   3 Batch  996/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.695, Loss:  0.617
Epoch   3 Batch  997/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.695, Loss:  0.644
Epoch   3 Batch  998/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.694, Loss:  0.598
Epoch   3 Batch  999/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.691, Loss:  0.637
Epoch   3 Batch 1000/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.699, Loss:  0.587
Epoch   3 Batch 1001/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.696, Loss:  0.586
Epoch   3 Batch 1002/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.690, Loss:  0.600
Epoch   3 Batch 1003/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.694, Loss:  0.637
Epoch   3 Batch 1004/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.687, Loss:  0.627
Epoch   3 Batch 1005/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.684, Loss:  0.651
Epoch   3 Batch 1006/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.679, Loss:  0.592
Epoch   3 Batch 1007/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.682, Loss:  0.573
Epoch   3 Batch 1008/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.687, Loss:  0.655
Epoch   3 Batch 1009/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.698, Loss:  0.589
Epoch   3 Batch 1010/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.700, Loss:  0.637
Epoch   3 Batch 1011/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.692, Loss:  0.637
Epoch   3 Batch 1012/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.690, Loss:  0.578
Epoch   3 Batch 1013/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.687, Loss:  0.588
Epoch   3 Batch 1014/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.691, Loss:  0.637
Epoch   3 Batch 1015/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.694, Loss:  0.624
Epoch   3 Batch 1016/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.697, Loss:  0.633
Epoch   3 Batch 1017/1077 - Train Accuracy:  0.653, Validation Accuracy:  0.698, Loss:  0.626
Epoch   3 Batch 1018/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.694, Loss:  0.586
Epoch   3 Batch 1019/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.691, Loss:  0.654
Epoch   3 Batch 1020/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.690, Loss:  0.595
Epoch   3 Batch 1021/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.685, Loss:  0.599
Epoch   3 Batch 1022/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.679, Loss:  0.571
Epoch   3 Batch 1023/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.684, Loss:  0.564
Epoch   3 Batch 1024/1077 - Train Accuracy:  0.637, Validation Accuracy:  0.687, Loss:  0.671
Epoch   3 Batch 1025/1077 - Train Accuracy:  0.656, Validation Accuracy:  0.683, Loss:  0.592
Epoch   3 Batch 1026/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.684, Loss:  0.581
Epoch   3 Batch 1027/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.687, Loss:  0.641
Epoch   3 Batch 1028/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.686, Loss:  0.622
Epoch   3 Batch 1029/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.686, Loss:  0.626
Epoch   3 Batch 1030/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.684, Loss:  0.628
Epoch   3 Batch 1031/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.691, Loss:  0.651
Epoch   3 Batch 1032/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.692, Loss:  0.596
Epoch   3 Batch 1033/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.694, Loss:  0.595
Epoch   3 Batch 1034/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.697, Loss:  0.639
Epoch   3 Batch 1035/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.678, Loss:  0.579
Epoch   3 Batch 1036/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.682, Loss:  0.616
Epoch   3 Batch 1037/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.682, Loss:  0.655
Epoch   3 Batch 1038/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.684, Loss:  0.616
Epoch   3 Batch 1039/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.682, Loss:  0.571
Epoch   3 Batch 1040/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.693, Loss:  0.651
Epoch   3 Batch 1041/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.691, Loss:  0.644
Epoch   3 Batch 1042/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.690, Loss:  0.621
Epoch   3 Batch 1043/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.691, Loss:  0.623
Epoch   3 Batch 1044/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.686, Loss:  0.618
Epoch   3 Batch 1045/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.697, Loss:  0.631
Epoch   3 Batch 1046/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.695, Loss:  0.578
Epoch   3 Batch 1047/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.683, Loss:  0.600
Epoch   3 Batch 1048/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.688, Loss:  0.643
Epoch   3 Batch 1049/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.692, Loss:  0.657
Epoch   3 Batch 1050/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.687, Loss:  0.624
Epoch   3 Batch 1051/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.686, Loss:  0.580
Epoch   3 Batch 1052/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.681, Loss:  0.586
Epoch   3 Batch 1053/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.682, Loss:  0.597
Epoch   3 Batch 1054/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.692, Loss:  0.630
Epoch   3 Batch 1055/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.694, Loss:  0.614
Epoch   3 Batch 1056/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.695, Loss:  0.593
Epoch   3 Batch 1057/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.712, Loss:  0.649
Epoch   3 Batch 1058/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.709, Loss:  0.672
Epoch   3 Batch 1059/1077 - Train Accuracy:  0.634, Validation Accuracy:  0.708, Loss:  0.664
Epoch   3 Batch 1060/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.695, Loss:  0.591
Epoch   3 Batch 1061/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.687, Loss:  0.637
Epoch   3 Batch 1062/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.698, Loss:  0.629
Epoch   3 Batch 1063/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.700, Loss:  0.605
Epoch   3 Batch 1064/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.690, Loss:  0.616
Epoch   3 Batch 1065/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.695, Loss:  0.602
Epoch   3 Batch 1066/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.692, Loss:  0.613
Epoch   3 Batch 1067/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.685, Loss:  0.623
Epoch   3 Batch 1068/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.685, Loss:  0.586
Epoch   3 Batch 1069/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.691, Loss:  0.553
Epoch   3 Batch 1070/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.695, Loss:  0.631
Epoch   3 Batch 1071/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.695, Loss:  0.599
Epoch   3 Batch 1072/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.698, Loss:  0.599
Epoch   3 Batch 1073/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.692, Loss:  0.640
Epoch   3 Batch 1074/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.697, Loss:  0.635
Epoch   3 Batch 1075/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.693, Loss:  0.659
Epoch   4 Batch    0/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.695, Loss:  0.580
Epoch   4 Batch    1/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.700, Loss:  0.609
Epoch   4 Batch    2/1077 - Train Accuracy:  0.641, Validation Accuracy:  0.701, Loss:  0.644
Epoch   4 Batch    3/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.710, Loss:  0.624
Epoch   4 Batch    4/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.705, Loss:  0.644
Epoch   4 Batch    5/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.698, Loss:  0.612
Epoch   4 Batch    6/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.700, Loss:  0.632
Epoch   4 Batch    7/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.694, Loss:  0.607
Epoch   4 Batch    8/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.707, Loss:  0.610
Epoch   4 Batch    9/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.696, Loss:  0.597
Epoch   4 Batch   10/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.692, Loss:  0.629
Epoch   4 Batch   11/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.698, Loss:  0.613
Epoch   4 Batch   12/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.696, Loss:  0.645
Epoch   4 Batch   13/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.691, Loss:  0.609
Epoch   4 Batch   14/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.694, Loss:  0.557
Epoch   4 Batch   15/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.694, Loss:  0.606
Epoch   4 Batch   16/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.696, Loss:  0.600
Epoch   4 Batch   17/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.699, Loss:  0.596
Epoch   4 Batch   18/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.703, Loss:  0.609
Epoch   4 Batch   19/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.703, Loss:  0.616
Epoch   4 Batch   20/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.701, Loss:  0.585
Epoch   4 Batch   21/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.698, Loss:  0.664
Epoch   4 Batch   22/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.698, Loss:  0.611
Epoch   4 Batch   23/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.700, Loss:  0.617
Epoch   4 Batch   24/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.702, Loss:  0.611
Epoch   4 Batch   25/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.696, Loss:  0.590
Epoch   4 Batch   26/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.692, Loss:  0.644
Epoch   4 Batch   27/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.694, Loss:  0.563
Epoch   4 Batch   28/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.695, Loss:  0.590
Epoch   4 Batch   29/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.700, Loss:  0.596
Epoch   4 Batch   30/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.699, Loss:  0.596
Epoch   4 Batch   31/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.697, Loss:  0.615
Epoch   4 Batch   32/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.701, Loss:  0.588
Epoch   4 Batch   33/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.701, Loss:  0.576
Epoch   4 Batch   34/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.703, Loss:  0.611
Epoch   4 Batch   35/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.701, Loss:  0.622
Epoch   4 Batch   36/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.696, Loss:  0.607
Epoch   4 Batch   37/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.691, Loss:  0.607
Epoch   4 Batch   38/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.690, Loss:  0.675
Epoch   4 Batch   39/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.693, Loss:  0.674
Epoch   4 Batch   40/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.699, Loss:  0.614
Epoch   4 Batch   41/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.690, Loss:  0.608
Epoch   4 Batch   42/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.690, Loss:  0.618
Epoch   4 Batch   43/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.693, Loss:  0.613
Epoch   4 Batch   44/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.692, Loss:  0.639
Epoch   4 Batch   45/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.688, Loss:  0.626
Epoch   4 Batch   46/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.686, Loss:  0.662
Epoch   4 Batch   47/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.683, Loss:  0.615
Epoch   4 Batch   48/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.684, Loss:  0.668
Epoch   4 Batch   49/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.685, Loss:  0.634
Epoch   4 Batch   50/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.686, Loss:  0.611
Epoch   4 Batch   51/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.690, Loss:  0.592
Epoch   4 Batch   52/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.691, Loss:  0.625
Epoch   4 Batch   53/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.691, Loss:  0.613
Epoch   4 Batch   54/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.696, Loss:  0.668
Epoch   4 Batch   55/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.692, Loss:  0.599
Epoch   4 Batch   56/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.689, Loss:  0.609
Epoch   4 Batch   57/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.686, Loss:  0.576
Epoch   4 Batch   58/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.685, Loss:  0.591
Epoch   4 Batch   59/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.675, Loss:  0.619
Epoch   4 Batch   60/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.680, Loss:  0.590
Epoch   4 Batch   61/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.687, Loss:  0.630
Epoch   4 Batch   62/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.681, Loss:  0.655
Epoch   4 Batch   63/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.686, Loss:  0.580
Epoch   4 Batch   64/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.689, Loss:  0.615
Epoch   4 Batch   65/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.682, Loss:  0.616
Epoch   4 Batch   66/1077 - Train Accuracy:  0.672, Validation Accuracy:  0.685, Loss:  0.585
Epoch   4 Batch   67/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.686, Loss:  0.599
Epoch   4 Batch   68/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.680, Loss:  0.626
Epoch   4 Batch   69/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.690, Loss:  0.641
Epoch   4 Batch   70/1077 - Train Accuracy:  0.644, Validation Accuracy:  0.690, Loss:  0.635
Epoch   4 Batch   71/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.688, Loss:  0.588
Epoch   4 Batch   72/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.693, Loss:  0.608
Epoch   4 Batch   73/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.694, Loss:  0.641
Epoch   4 Batch   74/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.692, Loss:  0.565
Epoch   4 Batch   75/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.700, Loss:  0.625
Epoch   4 Batch   76/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.693, Loss:  0.594
Epoch   4 Batch   77/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.692, Loss:  0.623
Epoch   4 Batch   78/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.689, Loss:  0.626
Epoch   4 Batch   79/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.686, Loss:  0.619
Epoch   4 Batch   80/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.683, Loss:  0.620
Epoch   4 Batch   81/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.691, Loss:  0.620
Epoch   4 Batch   82/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.690, Loss:  0.555
Epoch   4 Batch   83/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.687, Loss:  0.637
Epoch   4 Batch   84/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.691, Loss:  0.600
Epoch   4 Batch   85/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.698, Loss:  0.593
Epoch   4 Batch   86/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.707, Loss:  0.620
Epoch   4 Batch   87/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.705, Loss:  0.620
Epoch   4 Batch   88/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.705, Loss:  0.636
Epoch   4 Batch   89/1077 - Train Accuracy:  0.642, Validation Accuracy:  0.707, Loss:  0.591
Epoch   4 Batch   90/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.706, Loss:  0.628
Epoch   4 Batch   91/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.699, Loss:  0.548
Epoch   4 Batch   92/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.696, Loss:  0.612
Epoch   4 Batch   93/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.700, Loss:  0.623
Epoch   4 Batch   94/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.702, Loss:  0.573
Epoch   4 Batch   95/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.708, Loss:  0.615
Epoch   4 Batch   96/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.711, Loss:  0.603
Epoch   4 Batch   97/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.707, Loss:  0.608
Epoch   4 Batch   98/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.702, Loss:  0.569
Epoch   4 Batch   99/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.706, Loss:  0.619
Epoch   4 Batch  100/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.708, Loss:  0.602
Epoch   4 Batch  101/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.701, Loss:  0.609
Epoch   4 Batch  102/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.707, Loss:  0.572
Epoch   4 Batch  103/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.705, Loss:  0.664
Epoch   4 Batch  104/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.704, Loss:  0.630
Epoch   4 Batch  105/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.705, Loss:  0.594
Epoch   4 Batch  106/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.705, Loss:  0.665
Epoch   4 Batch  107/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.709, Loss:  0.595
Epoch   4 Batch  108/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.713, Loss:  0.562
Epoch   4 Batch  109/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.714, Loss:  0.598
Epoch   4 Batch  110/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.704, Loss:  0.578
Epoch   4 Batch  111/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.698, Loss:  0.634
Epoch   4 Batch  112/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.696, Loss:  0.591
Epoch   4 Batch  113/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.696, Loss:  0.623
Epoch   4 Batch  114/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.689, Loss:  0.573
Epoch   4 Batch  115/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.687, Loss:  0.627
Epoch   4 Batch  116/1077 - Train Accuracy:  0.645, Validation Accuracy:  0.690, Loss:  0.665
Epoch   4 Batch  117/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.699, Loss:  0.636
Epoch   4 Batch  118/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.697, Loss:  0.636
Epoch   4 Batch  119/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.703, Loss:  0.599
Epoch   4 Batch  120/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.703, Loss:  0.619
Epoch   4 Batch  121/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.707, Loss:  0.598
Epoch   4 Batch  122/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.702, Loss:  0.627
Epoch   4 Batch  123/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.705, Loss:  0.580
Epoch   4 Batch  124/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.705, Loss:  0.625
Epoch   4 Batch  125/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.695, Loss:  0.609
Epoch   4 Batch  126/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.692, Loss:  0.581
Epoch   4 Batch  127/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.693, Loss:  0.597
Epoch   4 Batch  128/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.706, Loss:  0.577
Epoch   4 Batch  129/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.705, Loss:  0.600
Epoch   4 Batch  130/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.704, Loss:  0.554
Epoch   4 Batch  131/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.705, Loss:  0.602
Epoch   4 Batch  132/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.706, Loss:  0.626
Epoch   4 Batch  133/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.703, Loss:  0.618
Epoch   4 Batch  134/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.701, Loss:  0.565
Epoch   4 Batch  135/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.701, Loss:  0.627
Epoch   4 Batch  136/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.698, Loss:  0.604
Epoch   4 Batch  137/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.693, Loss:  0.543
Epoch   4 Batch  138/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.694, Loss:  0.585
Epoch   4 Batch  139/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.688, Loss:  0.609
Epoch   4 Batch  140/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.687, Loss:  0.617
Epoch   4 Batch  141/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.695, Loss:  0.619
Epoch   4 Batch  142/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.700, Loss:  0.564
Epoch   4 Batch  143/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.701, Loss:  0.620
Epoch   4 Batch  144/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.704, Loss:  0.644
Epoch   4 Batch  145/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.696, Loss:  0.610
Epoch   4 Batch  146/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.688, Loss:  0.612
Epoch   4 Batch  147/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.688, Loss:  0.635
Epoch   4 Batch  148/1077 - Train Accuracy:  0.659, Validation Accuracy:  0.685, Loss:  0.587
Epoch   4 Batch  149/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.683, Loss:  0.594
Epoch   4 Batch  150/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.698, Loss:  0.575
Epoch   4 Batch  151/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.700, Loss:  0.561
Epoch   4 Batch  152/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.692, Loss:  0.597
Epoch   4 Batch  153/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.685, Loss:  0.629
Epoch   4 Batch  154/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.690, Loss:  0.632
Epoch   4 Batch  155/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.697, Loss:  0.598
Epoch   4 Batch  156/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.700, Loss:  0.604
Epoch   4 Batch  157/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.707, Loss:  0.597
Epoch   4 Batch  158/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.711, Loss:  0.583
Epoch   4 Batch  159/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.711, Loss:  0.561
Epoch   4 Batch  160/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.707, Loss:  0.585
Epoch   4 Batch  161/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.703, Loss:  0.612
Epoch   4 Batch  162/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.694, Loss:  0.649
Epoch   4 Batch  163/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.684, Loss:  0.631
Epoch   4 Batch  164/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.685, Loss:  0.603
Epoch   4 Batch  165/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.679, Loss:  0.585
Epoch   4 Batch  166/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.681, Loss:  0.600
Epoch   4 Batch  167/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.686, Loss:  0.617
Epoch   4 Batch  168/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.696, Loss:  0.644
Epoch   4 Batch  169/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.697, Loss:  0.594
Epoch   4 Batch  170/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.702, Loss:  0.642
Epoch   4 Batch  171/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.690, Loss:  0.569
Epoch   4 Batch  172/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.682, Loss:  0.559
Epoch   4 Batch  173/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.684, Loss:  0.644
Epoch   4 Batch  174/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.680, Loss:  0.588
Epoch   4 Batch  175/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.678, Loss:  0.578
Epoch   4 Batch  176/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.680, Loss:  0.607
Epoch   4 Batch  177/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.697, Loss:  0.627
Epoch   4 Batch  178/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.696, Loss:  0.590
Epoch   4 Batch  179/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.698, Loss:  0.641
Epoch   4 Batch  180/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.713, Loss:  0.599
Epoch   4 Batch  181/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.701, Loss:  0.623
Epoch   4 Batch  182/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.700, Loss:  0.598
Epoch   4 Batch  183/1077 - Train Accuracy:  0.666, Validation Accuracy:  0.699, Loss:  0.633
Epoch   4 Batch  184/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.697, Loss:  0.585
Epoch   4 Batch  185/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.694, Loss:  0.624
Epoch   4 Batch  186/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.698, Loss:  0.626
Epoch   4 Batch  187/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.704, Loss:  0.606
Epoch   4 Batch  188/1077 - Train Accuracy:  0.664, Validation Accuracy:  0.702, Loss:  0.617
Epoch   4 Batch  189/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.710, Loss:  0.601
Epoch   4 Batch  190/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.707, Loss:  0.614
Epoch   4 Batch  191/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.696, Loss:  0.557
Epoch   4 Batch  192/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.700, Loss:  0.623
Epoch   4 Batch  193/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.697, Loss:  0.595
Epoch   4 Batch  194/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.691, Loss:  0.569
Epoch   4 Batch  195/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.690, Loss:  0.607
Epoch   4 Batch  196/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.688, Loss:  0.602
Epoch   4 Batch  197/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.688, Loss:  0.594
Epoch   4 Batch  198/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.697, Loss:  0.563
Epoch   4 Batch  199/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.696, Loss:  0.571
Epoch   4 Batch  200/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.699, Loss:  0.616
Epoch   4 Batch  201/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.697, Loss:  0.577
Epoch   4 Batch  202/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.699, Loss:  0.610
Epoch   4 Batch  203/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.697, Loss:  0.590
Epoch   4 Batch  204/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.705, Loss:  0.626
Epoch   4 Batch  205/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.703, Loss:  0.605
Epoch   4 Batch  206/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.702, Loss:  0.589
Epoch   4 Batch  207/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.695, Loss:  0.600
Epoch   4 Batch  208/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.700, Loss:  0.570
Epoch   4 Batch  209/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.702, Loss:  0.549
Epoch   4 Batch  210/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.705, Loss:  0.613
Epoch   4 Batch  211/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.706, Loss:  0.605
Epoch   4 Batch  212/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.707, Loss:  0.564
Epoch   4 Batch  213/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.706, Loss:  0.565
Epoch   4 Batch  214/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.707, Loss:  0.582
Epoch   4 Batch  215/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.706, Loss:  0.622
Epoch   4 Batch  216/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.704, Loss:  0.603
Epoch   4 Batch  217/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.707, Loss:  0.597
Epoch   4 Batch  218/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.711, Loss:  0.649
Epoch   4 Batch  219/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.710, Loss:  0.584
Epoch   4 Batch  220/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.703, Loss:  0.613
Epoch   4 Batch  221/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.698, Loss:  0.623
Epoch   4 Batch  222/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.701, Loss:  0.624
Epoch   4 Batch  223/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.697, Loss:  0.550
Epoch   4 Batch  224/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.707, Loss:  0.606
Epoch   4 Batch  225/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.705, Loss:  0.588
Epoch   4 Batch  226/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.702, Loss:  0.608
Epoch   4 Batch  227/1077 - Train Accuracy:  0.651, Validation Accuracy:  0.708, Loss:  0.652
Epoch   4 Batch  228/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.705, Loss:  0.589
Epoch   4 Batch  229/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.705, Loss:  0.598
Epoch   4 Batch  230/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.705, Loss:  0.560
Epoch   4 Batch  231/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.706, Loss:  0.632
Epoch   4 Batch  232/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.700, Loss:  0.634
Epoch   4 Batch  233/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.697, Loss:  0.625
Epoch   4 Batch  234/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.697, Loss:  0.606
Epoch   4 Batch  235/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.699, Loss:  0.540
Epoch   4 Batch  236/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.702, Loss:  0.622
Epoch   4 Batch  237/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.703, Loss:  0.569
Epoch   4 Batch  238/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.711, Loss:  0.611
Epoch   4 Batch  239/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.711, Loss:  0.552
Epoch   4 Batch  240/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.709, Loss:  0.594
Epoch   4 Batch  241/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.702, Loss:  0.571
Epoch   4 Batch  242/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.700, Loss:  0.590
Epoch   4 Batch  243/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.693, Loss:  0.617
Epoch   4 Batch  244/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.694, Loss:  0.570
Epoch   4 Batch  245/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.704, Loss:  0.571
Epoch   4 Batch  246/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.704, Loss:  0.612
Epoch   4 Batch  247/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.698, Loss:  0.572
Epoch   4 Batch  248/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.695, Loss:  0.571
Epoch   4 Batch  249/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.695, Loss:  0.574
Epoch   4 Batch  250/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.696, Loss:  0.563
Epoch   4 Batch  251/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.690, Loss:  0.591
Epoch   4 Batch  252/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.692, Loss:  0.587
Epoch   4 Batch  253/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.699, Loss:  0.581
Epoch   4 Batch  254/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.706, Loss:  0.595
Epoch   4 Batch  255/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.710, Loss:  0.613
Epoch   4 Batch  256/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.711, Loss:  0.625
Epoch   4 Batch  257/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.710, Loss:  0.585
Epoch   4 Batch  258/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.710, Loss:  0.576
Epoch   4 Batch  259/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.706, Loss:  0.606
Epoch   4 Batch  260/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.704, Loss:  0.564
Epoch   4 Batch  261/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.705, Loss:  0.593
Epoch   4 Batch  262/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.704, Loss:  0.597
Epoch   4 Batch  263/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.703, Loss:  0.599
Epoch   4 Batch  264/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.700, Loss:  0.600
Epoch   4 Batch  265/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.705, Loss:  0.601
Epoch   4 Batch  266/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.706, Loss:  0.586
Epoch   4 Batch  267/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.702, Loss:  0.550
Epoch   4 Batch  268/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.701, Loss:  0.612
Epoch   4 Batch  269/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.695, Loss:  0.636
Epoch   4 Batch  270/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.695, Loss:  0.623
Epoch   4 Batch  271/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.695, Loss:  0.575
Epoch   4 Batch  272/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.691, Loss:  0.603
Epoch   4 Batch  273/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.686, Loss:  0.583
Epoch   4 Batch  274/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.693, Loss:  0.584
Epoch   4 Batch  275/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.695, Loss:  0.574
Epoch   4 Batch  276/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.702, Loss:  0.630
Epoch   4 Batch  277/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.696, Loss:  0.546
Epoch   4 Batch  278/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.695, Loss:  0.631
Epoch   4 Batch  279/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.697, Loss:  0.657
Epoch   4 Batch  280/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.698, Loss:  0.610
Epoch   4 Batch  281/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.695, Loss:  0.623
Epoch   4 Batch  282/1077 - Train Accuracy:  0.662, Validation Accuracy:  0.695, Loss:  0.625
Epoch   4 Batch  283/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.699, Loss:  0.607
Epoch   4 Batch  284/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.700, Loss:  0.636
Epoch   4 Batch  285/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.699, Loss:  0.592
Epoch   4 Batch  286/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.690, Loss:  0.551
Epoch   4 Batch  287/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.691, Loss:  0.603
Epoch   4 Batch  288/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.688, Loss:  0.625
Epoch   4 Batch  289/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.693, Loss:  0.579
Epoch   4 Batch  290/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.692, Loss:  0.629
Epoch   4 Batch  291/1077 - Train Accuracy:  0.669, Validation Accuracy:  0.697, Loss:  0.610
Epoch   4 Batch  292/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.696, Loss:  0.576
Epoch   4 Batch  293/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.699, Loss:  0.625
Epoch   4 Batch  294/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.699, Loss:  0.554
Epoch   4 Batch  295/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.693, Loss:  0.644
Epoch   4 Batch  296/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.692, Loss:  0.561
Epoch   4 Batch  297/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.696, Loss:  0.625
Epoch   4 Batch  298/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.696, Loss:  0.620
Epoch   4 Batch  299/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.697, Loss:  0.578
Epoch   4 Batch  300/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.697, Loss:  0.624
Epoch   4 Batch  301/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.701, Loss:  0.579
Epoch   4 Batch  302/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.696, Loss:  0.587
Epoch   4 Batch  303/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.695, Loss:  0.610
Epoch   4 Batch  304/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.697, Loss:  0.557
Epoch   4 Batch  305/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.697, Loss:  0.597
Epoch   4 Batch  306/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.697, Loss:  0.554
Epoch   4 Batch  307/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.696, Loss:  0.595
Epoch   4 Batch  308/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.694, Loss:  0.646
Epoch   4 Batch  309/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.701, Loss:  0.565
Epoch   4 Batch  310/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.703, Loss:  0.607
Epoch   4 Batch  311/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.703, Loss:  0.574
Epoch   4 Batch  312/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.698, Loss:  0.617
Epoch   4 Batch  313/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.700, Loss:  0.577
Epoch   4 Batch  314/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.705, Loss:  0.591
Epoch   4 Batch  315/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.699, Loss:  0.570
Epoch   4 Batch  316/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.698, Loss:  0.552
Epoch   4 Batch  317/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.699, Loss:  0.627
Epoch   4 Batch  318/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.693, Loss:  0.605
Epoch   4 Batch  319/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.696, Loss:  0.604
Epoch   4 Batch  320/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.689, Loss:  0.595
Epoch   4 Batch  321/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.698, Loss:  0.583
Epoch   4 Batch  322/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.702, Loss:  0.565
Epoch   4 Batch  323/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.705, Loss:  0.585
Epoch   4 Batch  324/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.706, Loss:  0.602
Epoch   4 Batch  325/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.705, Loss:  0.564
Epoch   4 Batch  326/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.706, Loss:  0.577
Epoch   4 Batch  327/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.711, Loss:  0.622
Epoch   4 Batch  328/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.717, Loss:  0.590
Epoch   4 Batch  329/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.709, Loss:  0.609
Epoch   4 Batch  330/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.706, Loss:  0.591
Epoch   4 Batch  331/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.709, Loss:  0.605
Epoch   4 Batch  332/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.711, Loss:  0.520
Epoch   4 Batch  333/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.710, Loss:  0.615
Epoch   4 Batch  334/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.704, Loss:  0.598
Epoch   4 Batch  335/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.709, Loss:  0.555
Epoch   4 Batch  336/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.712, Loss:  0.638
Epoch   4 Batch  337/1077 - Train Accuracy:  0.658, Validation Accuracy:  0.707, Loss:  0.610
Epoch   4 Batch  338/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.710, Loss:  0.628
Epoch   4 Batch  339/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.717, Loss:  0.575
Epoch   4 Batch  340/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.720, Loss:  0.603
Epoch   4 Batch  341/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.724, Loss:  0.644
Epoch   4 Batch  342/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.723, Loss:  0.568
Epoch   4 Batch  343/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.719, Loss:  0.600
Epoch   4 Batch  344/1077 - Train Accuracy:  0.676, Validation Accuracy:  0.719, Loss:  0.598
Epoch   4 Batch  345/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.711, Loss:  0.571
Epoch   4 Batch  346/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.701, Loss:  0.624
Epoch   4 Batch  347/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.703, Loss:  0.547
Epoch   4 Batch  348/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.708, Loss:  0.561
Epoch   4 Batch  349/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.711, Loss:  0.604
Epoch   4 Batch  350/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.699, Loss:  0.612
Epoch   4 Batch  351/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.696, Loss:  0.632
Epoch   4 Batch  352/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.701, Loss:  0.623
Epoch   4 Batch  353/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.705, Loss:  0.673
Epoch   4 Batch  354/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.696, Loss:  0.608
Epoch   4 Batch  355/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.691, Loss:  0.589
Epoch   4 Batch  356/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.693, Loss:  0.593
Epoch   4 Batch  357/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.706, Loss:  0.574
Epoch   4 Batch  358/1077 - Train Accuracy:  0.661, Validation Accuracy:  0.705, Loss:  0.628
Epoch   4 Batch  359/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.702, Loss:  0.600
Epoch   4 Batch  360/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.701, Loss:  0.621
Epoch   4 Batch  361/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.698, Loss:  0.622
Epoch   4 Batch  362/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.699, Loss:  0.591
Epoch   4 Batch  363/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.698, Loss:  0.620
Epoch   4 Batch  364/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.701, Loss:  0.627
Epoch   4 Batch  365/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.701, Loss:  0.591
Epoch   4 Batch  366/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.700, Loss:  0.611
Epoch   4 Batch  367/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.696, Loss:  0.536
Epoch   4 Batch  368/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.700, Loss:  0.602
Epoch   4 Batch  369/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.702, Loss:  0.571
Epoch   4 Batch  370/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.701, Loss:  0.578
Epoch   4 Batch  371/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.709, Loss:  0.592
Epoch   4 Batch  372/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.711, Loss:  0.564
Epoch   4 Batch  373/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.702, Loss:  0.545
Epoch   4 Batch  374/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.702, Loss:  0.634
Epoch   4 Batch  375/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.698, Loss:  0.566
Epoch   4 Batch  376/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.695, Loss:  0.559
Epoch   4 Batch  377/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.699, Loss:  0.608
Epoch   4 Batch  378/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.697, Loss:  0.543
Epoch   4 Batch  379/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.696, Loss:  0.607
Epoch   4 Batch  380/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.700, Loss:  0.584
Epoch   4 Batch  381/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.701, Loss:  0.608
Epoch   4 Batch  382/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.705, Loss:  0.630
Epoch   4 Batch  383/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.709, Loss:  0.571
Epoch   4 Batch  384/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.707, Loss:  0.575
Epoch   4 Batch  385/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.710, Loss:  0.601
Epoch   4 Batch  386/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.714, Loss:  0.577
Epoch   4 Batch  387/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.718, Loss:  0.594
Epoch   4 Batch  388/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.715, Loss:  0.585
Epoch   4 Batch  389/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.721, Loss:  0.583
Epoch   4 Batch  390/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.716, Loss:  0.623
Epoch   4 Batch  391/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.710, Loss:  0.586
Epoch   4 Batch  392/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.719, Loss:  0.588
Epoch   4 Batch  393/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.717, Loss:  0.562
Epoch   4 Batch  394/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.712, Loss:  0.607
Epoch   4 Batch  395/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.710, Loss:  0.556
Epoch   4 Batch  396/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.704, Loss:  0.598
Epoch   4 Batch  397/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.708, Loss:  0.567
Epoch   4 Batch  398/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.705, Loss:  0.628
Epoch   4 Batch  399/1077 - Train Accuracy:  0.650, Validation Accuracy:  0.703, Loss:  0.630
Epoch   4 Batch  400/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.701, Loss:  0.608
Epoch   4 Batch  401/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.703, Loss:  0.589
Epoch   4 Batch  402/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.705, Loss:  0.580
Epoch   4 Batch  403/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.707, Loss:  0.620
Epoch   4 Batch  404/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.712, Loss:  0.563
Epoch   4 Batch  405/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.717, Loss:  0.628
Epoch   4 Batch  406/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.713, Loss:  0.577
Epoch   4 Batch  407/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.712, Loss:  0.612
Epoch   4 Batch  408/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.711, Loss:  0.610
Epoch   4 Batch  409/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.721, Loss:  0.612
Epoch   4 Batch  410/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.714, Loss:  0.600
Epoch   4 Batch  411/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.712, Loss:  0.580
Epoch   4 Batch  412/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.712, Loss:  0.570
Epoch   4 Batch  413/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.712, Loss:  0.580
Epoch   4 Batch  414/1077 - Train Accuracy:  0.675, Validation Accuracy:  0.707, Loss:  0.618
Epoch   4 Batch  415/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.704, Loss:  0.573
Epoch   4 Batch  416/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.708, Loss:  0.569
Epoch   4 Batch  417/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.715, Loss:  0.598
Epoch   4 Batch  418/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.717, Loss:  0.569
Epoch   4 Batch  419/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.722, Loss:  0.584
Epoch   4 Batch  420/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.727, Loss:  0.559
Epoch   4 Batch  421/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.725, Loss:  0.609
Epoch   4 Batch  422/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.728, Loss:  0.573
Epoch   4 Batch  423/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.723, Loss:  0.599
Epoch   4 Batch  424/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.722, Loss:  0.634
Epoch   4 Batch  425/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.719, Loss:  0.564
Epoch   4 Batch  426/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.718, Loss:  0.595
Epoch   4 Batch  427/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.723, Loss:  0.596
Epoch   4 Batch  428/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.722, Loss:  0.565
Epoch   4 Batch  429/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.714, Loss:  0.571
Epoch   4 Batch  430/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.723, Loss:  0.575
Epoch   4 Batch  431/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.723, Loss:  0.585
Epoch   4 Batch  432/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.717, Loss:  0.592
Epoch   4 Batch  433/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.716, Loss:  0.602
Epoch   4 Batch  434/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.713, Loss:  0.616
Epoch   4 Batch  435/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.713, Loss:  0.623
Epoch   4 Batch  436/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.701, Loss:  0.581
Epoch   4 Batch  437/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.706, Loss:  0.597
Epoch   4 Batch  438/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.705, Loss:  0.587
Epoch   4 Batch  439/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.710, Loss:  0.611
Epoch   4 Batch  440/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.705, Loss:  0.599
Epoch   4 Batch  441/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.706, Loss:  0.595
Epoch   4 Batch  442/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.692, Loss:  0.570
Epoch   4 Batch  443/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.688, Loss:  0.582
Epoch   4 Batch  444/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.688, Loss:  0.607
Epoch   4 Batch  445/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.690, Loss:  0.635
Epoch   4 Batch  446/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.699, Loss:  0.546
Epoch   4 Batch  447/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.703, Loss:  0.613
Epoch   4 Batch  448/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.702, Loss:  0.600
Epoch   4 Batch  449/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.710, Loss:  0.617
Epoch   4 Batch  450/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.712, Loss:  0.589
Epoch   4 Batch  451/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.714, Loss:  0.573
Epoch   4 Batch  452/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.713, Loss:  0.603
Epoch   4 Batch  453/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.721, Loss:  0.580
Epoch   4 Batch  454/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.715, Loss:  0.594
Epoch   4 Batch  455/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.724, Loss:  0.581
Epoch   4 Batch  456/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.721, Loss:  0.603
Epoch   4 Batch  457/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.721, Loss:  0.563
Epoch   4 Batch  458/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.718, Loss:  0.605
Epoch   4 Batch  459/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.709, Loss:  0.560
Epoch   4 Batch  460/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.710, Loss:  0.611
Epoch   4 Batch  461/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.707, Loss:  0.594
Epoch   4 Batch  462/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.708, Loss:  0.586
Epoch   4 Batch  463/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.701, Loss:  0.612
Epoch   4 Batch  464/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.702, Loss:  0.584
Epoch   4 Batch  465/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.710, Loss:  0.641
Epoch   4 Batch  466/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.711, Loss:  0.558
Epoch   4 Batch  467/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.707, Loss:  0.571
Epoch   4 Batch  468/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.702, Loss:  0.607
Epoch   4 Batch  469/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.705, Loss:  0.604
Epoch   4 Batch  470/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.708, Loss:  0.612
Epoch   4 Batch  471/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.707, Loss:  0.561
Epoch   4 Batch  472/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.701, Loss:  0.569
Epoch   4 Batch  473/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.701, Loss:  0.597
Epoch   4 Batch  474/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.709, Loss:  0.608
Epoch   4 Batch  475/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.702, Loss:  0.569
Epoch   4 Batch  476/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.703, Loss:  0.594
Epoch   4 Batch  477/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.704, Loss:  0.559
Epoch   4 Batch  478/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.705, Loss:  0.607
Epoch   4 Batch  479/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.713, Loss:  0.622
Epoch   4 Batch  480/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.708, Loss:  0.595
Epoch   4 Batch  481/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.707, Loss:  0.585
Epoch   4 Batch  482/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.714, Loss:  0.636
Epoch   4 Batch  483/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.721, Loss:  0.604
Epoch   4 Batch  484/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.714, Loss:  0.576
Epoch   4 Batch  485/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.701, Loss:  0.604
Epoch   4 Batch  486/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.712, Loss:  0.586
Epoch   4 Batch  487/1077 - Train Accuracy:  0.684, Validation Accuracy:  0.702, Loss:  0.612
Epoch   4 Batch  488/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.701, Loss:  0.597
Epoch   4 Batch  489/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.694, Loss:  0.566
Epoch   4 Batch  490/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.701, Loss:  0.599
Epoch   4 Batch  491/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.702, Loss:  0.592
Epoch   4 Batch  492/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.706, Loss:  0.631
Epoch   4 Batch  493/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.706, Loss:  0.561
Epoch   4 Batch  494/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.714, Loss:  0.555
Epoch   4 Batch  495/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.721, Loss:  0.577
Epoch   4 Batch  496/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.721, Loss:  0.614
Epoch   4 Batch  497/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.718, Loss:  0.642
Epoch   4 Batch  498/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.710, Loss:  0.588
Epoch   4 Batch  499/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.713, Loss:  0.545
Epoch   4 Batch  500/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.706, Loss:  0.592
Epoch   4 Batch  501/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.710, Loss:  0.594
Epoch   4 Batch  502/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.705, Loss:  0.586
Epoch   4 Batch  503/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.714, Loss:  0.587
Epoch   4 Batch  504/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.713, Loss:  0.619
Epoch   4 Batch  505/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.712, Loss:  0.527
Epoch   4 Batch  506/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.710, Loss:  0.585
Epoch   4 Batch  507/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.705, Loss:  0.582
Epoch   4 Batch  508/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.702, Loss:  0.562
Epoch   4 Batch  509/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.695, Loss:  0.605
Epoch   4 Batch  510/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.693, Loss:  0.561
Epoch   4 Batch  511/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.697, Loss:  0.623
Epoch   4 Batch  512/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.704, Loss:  0.590
Epoch   4 Batch  513/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.705, Loss:  0.580
Epoch   4 Batch  514/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.697, Loss:  0.615
Epoch   4 Batch  515/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.697, Loss:  0.627
Epoch   4 Batch  516/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.708, Loss:  0.554
Epoch   4 Batch  517/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.707, Loss:  0.573
Epoch   4 Batch  518/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.700, Loss:  0.579
Epoch   4 Batch  519/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.703, Loss:  0.595
Epoch   4 Batch  520/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.710, Loss:  0.545
Epoch   4 Batch  521/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.710, Loss:  0.575
Epoch   4 Batch  522/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.706, Loss:  0.618
Epoch   4 Batch  523/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.704, Loss:  0.610
Epoch   4 Batch  524/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.713, Loss:  0.601
Epoch   4 Batch  525/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.701, Loss:  0.593
Epoch   4 Batch  526/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.705, Loss:  0.597
Epoch   4 Batch  527/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.712, Loss:  0.586
Epoch   4 Batch  528/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.703, Loss:  0.565
Epoch   4 Batch  529/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.703, Loss:  0.579
Epoch   4 Batch  530/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.703, Loss:  0.603
Epoch   4 Batch  531/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.708, Loss:  0.577
Epoch   4 Batch  532/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.708, Loss:  0.592
Epoch   4 Batch  533/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.709, Loss:  0.598
Epoch   4 Batch  534/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.713, Loss:  0.572
Epoch   4 Batch  535/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.706, Loss:  0.588
Epoch   4 Batch  536/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.714, Loss:  0.564
Epoch   4 Batch  537/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.707, Loss:  0.565
Epoch   4 Batch  538/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.711, Loss:  0.539
Epoch   4 Batch  539/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.705, Loss:  0.597
Epoch   4 Batch  540/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.706, Loss:  0.560
Epoch   4 Batch  541/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.708, Loss:  0.585
Epoch   4 Batch  542/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.702, Loss:  0.585
Epoch   4 Batch  543/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.707, Loss:  0.597
Epoch   4 Batch  544/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.706, Loss:  0.568
Epoch   4 Batch  545/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.701, Loss:  0.620
Epoch   4 Batch  546/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.700, Loss:  0.613
Epoch   4 Batch  547/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.706, Loss:  0.561
Epoch   4 Batch  548/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.698, Loss:  0.609
Epoch   4 Batch  549/1077 - Train Accuracy:  0.668, Validation Accuracy:  0.698, Loss:  0.634
Epoch   4 Batch  550/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.701, Loss:  0.603
Epoch   4 Batch  551/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.709, Loss:  0.604
Epoch   4 Batch  552/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.712, Loss:  0.603
Epoch   4 Batch  553/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.723, Loss:  0.604
Epoch   4 Batch  554/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.725, Loss:  0.594
Epoch   4 Batch  555/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.719, Loss:  0.578
Epoch   4 Batch  556/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.723, Loss:  0.582
Epoch   4 Batch  557/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.714, Loss:  0.582
Epoch   4 Batch  558/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.707, Loss:  0.571
Epoch   4 Batch  559/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.701, Loss:  0.582
Epoch   4 Batch  560/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.690, Loss:  0.570
Epoch   4 Batch  561/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.697, Loss:  0.577
Epoch   4 Batch  562/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.694, Loss:  0.552
Epoch   4 Batch  563/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.703, Loss:  0.612
Epoch   4 Batch  564/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.707, Loss:  0.628
Epoch   4 Batch  565/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.706, Loss:  0.581
Epoch   4 Batch  566/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.701, Loss:  0.611
Epoch   4 Batch  567/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.699, Loss:  0.593
Epoch   4 Batch  568/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.696, Loss:  0.567
Epoch   4 Batch  569/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.695, Loss:  0.581
Epoch   4 Batch  570/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.692, Loss:  0.612
Epoch   4 Batch  571/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.695, Loss:  0.537
Epoch   4 Batch  572/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.698, Loss:  0.567
Epoch   4 Batch  573/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.697, Loss:  0.609
Epoch   4 Batch  574/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.713, Loss:  0.603
Epoch   4 Batch  575/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.705, Loss:  0.585
Epoch   4 Batch  576/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.701, Loss:  0.607
Epoch   4 Batch  577/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.704, Loss:  0.600
Epoch   4 Batch  578/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.703, Loss:  0.600
Epoch   4 Batch  579/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.706, Loss:  0.554
Epoch   4 Batch  580/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.704, Loss:  0.555
Epoch   4 Batch  581/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.697, Loss:  0.557
Epoch   4 Batch  582/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.700, Loss:  0.579
Epoch   4 Batch  583/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.709, Loss:  0.599
Epoch   4 Batch  584/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.710, Loss:  0.586
Epoch   4 Batch  585/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.715, Loss:  0.536
Epoch   4 Batch  586/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.715, Loss:  0.631
Epoch   4 Batch  587/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.717, Loss:  0.554
Epoch   4 Batch  588/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.717, Loss:  0.592
Epoch   4 Batch  589/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.708, Loss:  0.600
Epoch   4 Batch  590/1077 - Train Accuracy:  0.670, Validation Accuracy:  0.707, Loss:  0.611
Epoch   4 Batch  591/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.708, Loss:  0.542
Epoch   4 Batch  592/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.700, Loss:  0.589
Epoch   4 Batch  593/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.694, Loss:  0.568
Epoch   4 Batch  594/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.703, Loss:  0.603
Epoch   4 Batch  595/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.703, Loss:  0.613
Epoch   4 Batch  596/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.701, Loss:  0.600
Epoch   4 Batch  597/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.700, Loss:  0.589
Epoch   4 Batch  598/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.698, Loss:  0.572
Epoch   4 Batch  599/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.696, Loss:  0.640
Epoch   4 Batch  600/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.693, Loss:  0.558
Epoch   4 Batch  601/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.707, Loss:  0.570
Epoch   4 Batch  602/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.707, Loss:  0.588
Epoch   4 Batch  603/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.710, Loss:  0.581
Epoch   4 Batch  604/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.709, Loss:  0.608
Epoch   4 Batch  605/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.708, Loss:  0.620
Epoch   4 Batch  606/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.704, Loss:  0.539
Epoch   4 Batch  607/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.705, Loss:  0.540
Epoch   4 Batch  608/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.705, Loss:  0.604
Epoch   4 Batch  609/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.702, Loss:  0.608
Epoch   4 Batch  610/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.701, Loss:  0.634
Epoch   4 Batch  611/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.697, Loss:  0.590
Epoch   4 Batch  612/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.705, Loss:  0.553
Epoch   4 Batch  613/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.704, Loss:  0.596
Epoch   4 Batch  614/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.710, Loss:  0.554
Epoch   4 Batch  615/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.706, Loss:  0.576
Epoch   4 Batch  616/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.710, Loss:  0.613
Epoch   4 Batch  617/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.710, Loss:  0.546
Epoch   4 Batch  618/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.715, Loss:  0.592
Epoch   4 Batch  619/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.716, Loss:  0.608
Epoch   4 Batch  620/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.714, Loss:  0.568
Epoch   4 Batch  621/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.703, Loss:  0.568
Epoch   4 Batch  622/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.702, Loss:  0.615
Epoch   4 Batch  623/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.706, Loss:  0.601
Epoch   4 Batch  624/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.707, Loss:  0.562
Epoch   4 Batch  625/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.710, Loss:  0.587
Epoch   4 Batch  626/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.711, Loss:  0.524
Epoch   4 Batch  627/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.711, Loss:  0.605
Epoch   4 Batch  628/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.717, Loss:  0.616
Epoch   4 Batch  629/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.727, Loss:  0.588
Epoch   4 Batch  630/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.721, Loss:  0.584
Epoch   4 Batch  631/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.717, Loss:  0.570
Epoch   4 Batch  632/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.719, Loss:  0.594
Epoch   4 Batch  633/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.709, Loss:  0.579
Epoch   4 Batch  634/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.713, Loss:  0.546
Epoch   4 Batch  635/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.707, Loss:  0.633
Epoch   4 Batch  636/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.705, Loss:  0.575
Epoch   4 Batch  637/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.706, Loss:  0.582
Epoch   4 Batch  638/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.707, Loss:  0.564
Epoch   4 Batch  639/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.715, Loss:  0.588
Epoch   4 Batch  640/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.714, Loss:  0.554
Epoch   4 Batch  641/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.713, Loss:  0.579
Epoch   4 Batch  642/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.718, Loss:  0.589
Epoch   4 Batch  643/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.718, Loss:  0.535
Epoch   4 Batch  644/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.712, Loss:  0.552
Epoch   4 Batch  645/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.710, Loss:  0.575
Epoch   4 Batch  646/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.710, Loss:  0.558
Epoch   4 Batch  647/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.712, Loss:  0.574
Epoch   4 Batch  648/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.721, Loss:  0.572
Epoch   4 Batch  649/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.721, Loss:  0.596
Epoch   4 Batch  650/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.711, Loss:  0.602
Epoch   4 Batch  651/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.722, Loss:  0.558
Epoch   4 Batch  652/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.723, Loss:  0.611
Epoch   4 Batch  653/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.733, Loss:  0.583
Epoch   4 Batch  654/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.730, Loss:  0.569
Epoch   4 Batch  655/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.728, Loss:  0.594
Epoch   4 Batch  656/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.730, Loss:  0.574
Epoch   4 Batch  657/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.724, Loss:  0.598
Epoch   4 Batch  658/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.726, Loss:  0.565
Epoch   4 Batch  659/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.720, Loss:  0.553
Epoch   4 Batch  660/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.721, Loss:  0.598
Epoch   4 Batch  661/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.723, Loss:  0.535
Epoch   4 Batch  662/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.712, Loss:  0.554
Epoch   4 Batch  663/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.711, Loss:  0.552
Epoch   4 Batch  664/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.709, Loss:  0.570
Epoch   4 Batch  665/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.716, Loss:  0.588
Epoch   4 Batch  666/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.718, Loss:  0.604
Epoch   4 Batch  667/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.707, Loss:  0.607
Epoch   4 Batch  668/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.705, Loss:  0.549
Epoch   4 Batch  669/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.705, Loss:  0.557
Epoch   4 Batch  670/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.703, Loss:  0.531
Epoch   4 Batch  671/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.714, Loss:  0.637
Epoch   4 Batch  672/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.712, Loss:  0.565
Epoch   4 Batch  673/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.706, Loss:  0.562
Epoch   4 Batch  674/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.708, Loss:  0.574
Epoch   4 Batch  675/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.716, Loss:  0.573
Epoch   4 Batch  676/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.717, Loss:  0.591
Epoch   4 Batch  677/1077 - Train Accuracy:  0.677, Validation Accuracy:  0.717, Loss:  0.626
Epoch   4 Batch  678/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.715, Loss:  0.555
Epoch   4 Batch  679/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.719, Loss:  0.597
Epoch   4 Batch  680/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.719, Loss:  0.560
Epoch   4 Batch  681/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.716, Loss:  0.591
Epoch   4 Batch  682/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.713, Loss:  0.591
Epoch   4 Batch  683/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.716, Loss:  0.575
Epoch   4 Batch  684/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.718, Loss:  0.563
Epoch   4 Batch  685/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.714, Loss:  0.608
Epoch   4 Batch  686/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.709, Loss:  0.553
Epoch   4 Batch  687/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.710, Loss:  0.612
Epoch   4 Batch  688/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.707, Loss:  0.583
Epoch   4 Batch  689/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.709, Loss:  0.551
Epoch   4 Batch  690/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.717, Loss:  0.557
Epoch   4 Batch  691/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.705, Loss:  0.615
Epoch   4 Batch  692/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.705, Loss:  0.542
Epoch   4 Batch  693/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.710, Loss:  0.657
Epoch   4 Batch  694/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.711, Loss:  0.554
Epoch   4 Batch  695/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.718, Loss:  0.565
Epoch   4 Batch  696/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.714, Loss:  0.627
Epoch   4 Batch  697/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.711, Loss:  0.561
Epoch   4 Batch  698/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.710, Loss:  0.564
Epoch   4 Batch  699/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.712, Loss:  0.619
Epoch   4 Batch  700/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.722, Loss:  0.572
Epoch   4 Batch  701/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.721, Loss:  0.600
Epoch   4 Batch  702/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.723, Loss:  0.590
Epoch   4 Batch  703/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.722, Loss:  0.620
Epoch   4 Batch  704/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.722, Loss:  0.583
Epoch   4 Batch  705/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.723, Loss:  0.634
Epoch   4 Batch  706/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.728, Loss:  0.575
Epoch   4 Batch  707/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.717, Loss:  0.577
Epoch   4 Batch  708/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.719, Loss:  0.593
Epoch   4 Batch  709/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.716, Loss:  0.616
Epoch   4 Batch  710/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.714, Loss:  0.575
Epoch   4 Batch  711/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.716, Loss:  0.594
Epoch   4 Batch  712/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.706, Loss:  0.575
Epoch   4 Batch  713/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.716, Loss:  0.525
Epoch   4 Batch  714/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.717, Loss:  0.559
Epoch   4 Batch  715/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.721, Loss:  0.598
Epoch   4 Batch  716/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.725, Loss:  0.554
Epoch   4 Batch  717/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.721, Loss:  0.594
Epoch   4 Batch  718/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.718, Loss:  0.588
Epoch   4 Batch  719/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.713, Loss:  0.562
Epoch   4 Batch  720/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.706, Loss:  0.618
Epoch   4 Batch  721/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.708, Loss:  0.606
Epoch   4 Batch  722/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.709, Loss:  0.581
Epoch   4 Batch  723/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.719, Loss:  0.566
Epoch   4 Batch  724/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.719, Loss:  0.606
Epoch   4 Batch  725/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.719, Loss:  0.529
Epoch   4 Batch  726/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.720, Loss:  0.558
Epoch   4 Batch  727/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.725, Loss:  0.544
Epoch   4 Batch  728/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.722, Loss:  0.566
Epoch   4 Batch  729/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.717, Loss:  0.600
Epoch   4 Batch  730/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.714, Loss:  0.596
Epoch   4 Batch  731/1077 - Train Accuracy:  0.680, Validation Accuracy:  0.716, Loss:  0.582
Epoch   4 Batch  732/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.722, Loss:  0.602
Epoch   4 Batch  733/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.721, Loss:  0.588
Epoch   4 Batch  734/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.718, Loss:  0.601
Epoch   4 Batch  735/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.714, Loss:  0.569
Epoch   4 Batch  736/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.714, Loss:  0.590
Epoch   4 Batch  737/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.714, Loss:  0.601
Epoch   4 Batch  738/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.713, Loss:  0.491
Epoch   4 Batch  739/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.712, Loss:  0.549
Epoch   4 Batch  740/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.711, Loss:  0.564
Epoch   4 Batch  741/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.719, Loss:  0.599
Epoch   4 Batch  742/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.712, Loss:  0.582
Epoch   4 Batch  743/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.708, Loss:  0.581
Epoch   4 Batch  744/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.704, Loss:  0.535
Epoch   4 Batch  745/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.711, Loss:  0.583
Epoch   4 Batch  746/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.713, Loss:  0.567
Epoch   4 Batch  747/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.714, Loss:  0.541
Epoch   4 Batch  748/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.713, Loss:  0.567
Epoch   4 Batch  749/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.716, Loss:  0.613
Epoch   4 Batch  750/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.718, Loss:  0.571
Epoch   4 Batch  751/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.715, Loss:  0.541
Epoch   4 Batch  752/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.714, Loss:  0.528
Epoch   4 Batch  753/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.716, Loss:  0.563
Epoch   4 Batch  754/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.713, Loss:  0.598
Epoch   4 Batch  755/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.715, Loss:  0.582
Epoch   4 Batch  756/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.710, Loss:  0.562
Epoch   4 Batch  757/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.722, Loss:  0.579
Epoch   4 Batch  758/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.710, Loss:  0.538
Epoch   4 Batch  759/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.711, Loss:  0.518
Epoch   4 Batch  760/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.716, Loss:  0.579
Epoch   4 Batch  761/1077 - Train Accuracy:  0.663, Validation Accuracy:  0.712, Loss:  0.598
Epoch   4 Batch  762/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.716, Loss:  0.540
Epoch   4 Batch  763/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.712, Loss:  0.538
Epoch   4 Batch  764/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.711, Loss:  0.564
Epoch   4 Batch  765/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.717, Loss:  0.550
Epoch   4 Batch  766/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.722, Loss:  0.590
Epoch   4 Batch  767/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.718, Loss:  0.571
Epoch   4 Batch  768/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.712, Loss:  0.570
Epoch   4 Batch  769/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.716, Loss:  0.587
Epoch   4 Batch  770/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.721, Loss:  0.542
Epoch   4 Batch  771/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.722, Loss:  0.578
Epoch   4 Batch  772/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.729, Loss:  0.554
Epoch   4 Batch  773/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.735, Loss:  0.556
Epoch   4 Batch  774/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.733, Loss:  0.605
Epoch   4 Batch  775/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.730, Loss:  0.571
Epoch   4 Batch  776/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.732, Loss:  0.575
Epoch   4 Batch  777/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.738, Loss:  0.582
Epoch   4 Batch  778/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.736, Loss:  0.540
Epoch   4 Batch  779/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.731, Loss:  0.576
Epoch   4 Batch  780/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.726, Loss:  0.600
Epoch   4 Batch  781/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.728, Loss:  0.532
Epoch   4 Batch  782/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.729, Loss:  0.563
Epoch   4 Batch  783/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.724, Loss:  0.585
Epoch   4 Batch  784/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.727, Loss:  0.571
Epoch   4 Batch  785/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.725, Loss:  0.536
Epoch   4 Batch  786/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.724, Loss:  0.575
Epoch   4 Batch  787/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.723, Loss:  0.539
Epoch   4 Batch  788/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.722, Loss:  0.565
Epoch   4 Batch  789/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.714, Loss:  0.601
Epoch   4 Batch  790/1077 - Train Accuracy:  0.654, Validation Accuracy:  0.711, Loss:  0.627
Epoch   4 Batch  791/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.708, Loss:  0.582
Epoch   4 Batch  792/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.695, Loss:  0.583
Epoch   4 Batch  793/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.716, Loss:  0.563
Epoch   4 Batch  794/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.713, Loss:  0.581
Epoch   4 Batch  795/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.707, Loss:  0.587
Epoch   4 Batch  796/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.710, Loss:  0.583
Epoch   4 Batch  797/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.715, Loss:  0.592
Epoch   4 Batch  798/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.714, Loss:  0.582
Epoch   4 Batch  799/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.713, Loss:  0.613
Epoch   4 Batch  800/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.713, Loss:  0.579
Epoch   4 Batch  801/1077 - Train Accuracy:  0.674, Validation Accuracy:  0.716, Loss:  0.595
Epoch   4 Batch  802/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.706, Loss:  0.559
Epoch   4 Batch  803/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.710, Loss:  0.586
Epoch   4 Batch  804/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.712, Loss:  0.577
Epoch   4 Batch  805/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.706, Loss:  0.586
Epoch   4 Batch  806/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.706, Loss:  0.575
Epoch   4 Batch  807/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.706, Loss:  0.557
Epoch   4 Batch  808/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.703, Loss:  0.588
Epoch   4 Batch  809/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.703, Loss:  0.626
Epoch   4 Batch  810/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.706, Loss:  0.549
Epoch   4 Batch  811/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.698, Loss:  0.529
Epoch   4 Batch  812/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.702, Loss:  0.583
Epoch   4 Batch  813/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.699, Loss:  0.557
Epoch   4 Batch  814/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.692, Loss:  0.584
Epoch   4 Batch  815/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.690, Loss:  0.591
Epoch   4 Batch  816/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.699, Loss:  0.588
Epoch   4 Batch  817/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.697, Loss:  0.604
Epoch   4 Batch  818/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.698, Loss:  0.585
Epoch   4 Batch  819/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.704, Loss:  0.559
Epoch   4 Batch  820/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.720, Loss:  0.588
Epoch   4 Batch  821/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.724, Loss:  0.555
Epoch   4 Batch  822/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.714, Loss:  0.569
Epoch   4 Batch  823/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.712, Loss:  0.554
Epoch   4 Batch  824/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.720, Loss:  0.535
Epoch   4 Batch  825/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.719, Loss:  0.554
Epoch   4 Batch  826/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.713, Loss:  0.534
Epoch   4 Batch  827/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.712, Loss:  0.611
Epoch   4 Batch  828/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.713, Loss:  0.585
Epoch   4 Batch  829/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.706, Loss:  0.594
Epoch   4 Batch  830/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.714, Loss:  0.586
Epoch   4 Batch  831/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.719, Loss:  0.584
Epoch   4 Batch  832/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.715, Loss:  0.565
Epoch   4 Batch  833/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.723, Loss:  0.573
Epoch   4 Batch  834/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.725, Loss:  0.585
Epoch   4 Batch  835/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.727, Loss:  0.580
Epoch   4 Batch  836/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.717, Loss:  0.598
Epoch   4 Batch  837/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.711, Loss:  0.585
Epoch   4 Batch  838/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.713, Loss:  0.552
Epoch   4 Batch  839/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.705, Loss:  0.556
Epoch   4 Batch  840/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.707, Loss:  0.547
Epoch   4 Batch  841/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.721, Loss:  0.569
Epoch   4 Batch  842/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.724, Loss:  0.544
Epoch   4 Batch  843/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.721, Loss:  0.544
Epoch   4 Batch  844/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.727, Loss:  0.536
Epoch   4 Batch  845/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.721, Loss:  0.573
Epoch   4 Batch  846/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.719, Loss:  0.586
Epoch   4 Batch  847/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.718, Loss:  0.595
Epoch   4 Batch  848/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.713, Loss:  0.569
Epoch   4 Batch  849/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.711, Loss:  0.567
Epoch   4 Batch  850/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.708, Loss:  0.618
Epoch   4 Batch  851/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.712, Loss:  0.563
Epoch   4 Batch  852/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.714, Loss:  0.582
Epoch   4 Batch  853/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.712, Loss:  0.527
Epoch   4 Batch  854/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.711, Loss:  0.582
Epoch   4 Batch  855/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.713, Loss:  0.574
Epoch   4 Batch  856/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.717, Loss:  0.599
Epoch   4 Batch  857/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.723, Loss:  0.568
Epoch   4 Batch  858/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.727, Loss:  0.545
Epoch   4 Batch  859/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.726, Loss:  0.575
Epoch   4 Batch  860/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.733, Loss:  0.547
Epoch   4 Batch  861/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.723, Loss:  0.581
Epoch   4 Batch  862/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.718, Loss:  0.562
Epoch   4 Batch  863/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.713, Loss:  0.545
Epoch   4 Batch  864/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.707, Loss:  0.550
Epoch   4 Batch  865/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.705, Loss:  0.524
Epoch   4 Batch  866/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.701, Loss:  0.555
Epoch   4 Batch  867/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.700, Loss:  0.594
Epoch   4 Batch  868/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.701, Loss:  0.561
Epoch   4 Batch  869/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.700, Loss:  0.560
Epoch   4 Batch  870/1077 - Train Accuracy:  0.660, Validation Accuracy:  0.703, Loss:  0.601
Epoch   4 Batch  871/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.704, Loss:  0.563
Epoch   4 Batch  872/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.711, Loss:  0.550
Epoch   4 Batch  873/1077 - Train Accuracy:  0.671, Validation Accuracy:  0.709, Loss:  0.585
Epoch   4 Batch  874/1077 - Train Accuracy:  0.655, Validation Accuracy:  0.715, Loss:  0.592
Epoch   4 Batch  875/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.712, Loss:  0.586
Epoch   4 Batch  876/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.713, Loss:  0.588
Epoch   4 Batch  877/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.716, Loss:  0.552
Epoch   4 Batch  878/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.717, Loss:  0.565
Epoch   4 Batch  879/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.723, Loss:  0.529
Epoch   4 Batch  880/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.725, Loss:  0.547
Epoch   4 Batch  881/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.718, Loss:  0.598
Epoch   4 Batch  882/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.719, Loss:  0.590
Epoch   4 Batch  883/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.720, Loss:  0.647
Epoch   4 Batch  884/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.719, Loss:  0.541
Epoch   4 Batch  885/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.724, Loss:  0.481
Epoch   4 Batch  886/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.723, Loss:  0.589
Epoch   4 Batch  887/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.718, Loss:  0.575
Epoch   4 Batch  888/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.724, Loss:  0.566
Epoch   4 Batch  889/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.720, Loss:  0.566
Epoch   4 Batch  890/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.716, Loss:  0.527
Epoch   4 Batch  891/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.714, Loss:  0.581
Epoch   4 Batch  892/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.712, Loss:  0.557
Epoch   4 Batch  893/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.713, Loss:  0.562
Epoch   4 Batch  894/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.714, Loss:  0.529
Epoch   4 Batch  895/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.719, Loss:  0.541
Epoch   4 Batch  896/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.718, Loss:  0.606
Epoch   4 Batch  897/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.710, Loss:  0.541
Epoch   4 Batch  898/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.719, Loss:  0.558
Epoch   4 Batch  899/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.709, Loss:  0.594
Epoch   4 Batch  900/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.708, Loss:  0.604
Epoch   4 Batch  901/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.709, Loss:  0.596
Epoch   4 Batch  902/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.704, Loss:  0.566
Epoch   4 Batch  903/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.706, Loss:  0.547
Epoch   4 Batch  904/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.701, Loss:  0.584
Epoch   4 Batch  905/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.704, Loss:  0.556
Epoch   4 Batch  906/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.709, Loss:  0.546
Epoch   4 Batch  907/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.714, Loss:  0.561
Epoch   4 Batch  908/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.716, Loss:  0.592
Epoch   4 Batch  909/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.726, Loss:  0.569
Epoch   4 Batch  910/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.725, Loss:  0.555
Epoch   4 Batch  911/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.712, Loss:  0.515
Epoch   4 Batch  912/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.714, Loss:  0.588
Epoch   4 Batch  913/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.724, Loss:  0.612
Epoch   4 Batch  914/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.727, Loss:  0.521
Epoch   4 Batch  915/1077 - Train Accuracy:  0.682, Validation Accuracy:  0.724, Loss:  0.605
Epoch   4 Batch  916/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.722, Loss:  0.586
Epoch   4 Batch  917/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.722, Loss:  0.582
Epoch   4 Batch  918/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.727, Loss:  0.520
Epoch   4 Batch  919/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.725, Loss:  0.584
Epoch   4 Batch  920/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.729, Loss:  0.588
Epoch   4 Batch  921/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.732, Loss:  0.576
Epoch   4 Batch  922/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.735, Loss:  0.558
Epoch   4 Batch  923/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.732, Loss:  0.599
Epoch   4 Batch  924/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.733, Loss:  0.595
Epoch   4 Batch  925/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.729, Loss:  0.548
Epoch   4 Batch  926/1077 - Train Accuracy:  0.694, Validation Accuracy:  0.721, Loss:  0.577
Epoch   4 Batch  927/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.718, Loss:  0.574
Epoch   4 Batch  928/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.719, Loss:  0.574
Epoch   4 Batch  929/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.719, Loss:  0.609
Epoch   4 Batch  930/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.727, Loss:  0.561
Epoch   4 Batch  931/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.723, Loss:  0.563
Epoch   4 Batch  932/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.729, Loss:  0.578
Epoch   4 Batch  933/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.723, Loss:  0.574
Epoch   4 Batch  934/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.726, Loss:  0.570
Epoch   4 Batch  935/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.724, Loss:  0.570
Epoch   4 Batch  936/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.722, Loss:  0.569
Epoch   4 Batch  937/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.729, Loss:  0.599
Epoch   4 Batch  938/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.726, Loss:  0.589
Epoch   4 Batch  939/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.721, Loss:  0.557
Epoch   4 Batch  940/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.725, Loss:  0.583
Epoch   4 Batch  941/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.733, Loss:  0.550
Epoch   4 Batch  942/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.729, Loss:  0.576
Epoch   4 Batch  943/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.721, Loss:  0.587
Epoch   4 Batch  944/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.718, Loss:  0.563
Epoch   4 Batch  945/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.721, Loss:  0.554
Epoch   4 Batch  946/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.722, Loss:  0.577
Epoch   4 Batch  947/1077 - Train Accuracy:  0.667, Validation Accuracy:  0.719, Loss:  0.635
Epoch   4 Batch  948/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.722, Loss:  0.577
Epoch   4 Batch  949/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.723, Loss:  0.522
Epoch   4 Batch  950/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.723, Loss:  0.577
Epoch   4 Batch  951/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.722, Loss:  0.561
Epoch   4 Batch  952/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.722, Loss:  0.557
Epoch   4 Batch  953/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.726, Loss:  0.553
Epoch   4 Batch  954/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.729, Loss:  0.593
Epoch   4 Batch  955/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.734, Loss:  0.575
Epoch   4 Batch  956/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.735, Loss:  0.573
Epoch   4 Batch  957/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.730, Loss:  0.535
Epoch   4 Batch  958/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.727, Loss:  0.554
Epoch   4 Batch  959/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.724, Loss:  0.546
Epoch   4 Batch  960/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.725, Loss:  0.542
Epoch   4 Batch  961/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.723, Loss:  0.597
Epoch   4 Batch  962/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.725, Loss:  0.560
Epoch   4 Batch  963/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.739, Loss:  0.629
Epoch   4 Batch  964/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.738, Loss:  0.540
Epoch   4 Batch  965/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.739, Loss:  0.600
Epoch   4 Batch  966/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.731, Loss:  0.502
Epoch   4 Batch  967/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.729, Loss:  0.543
Epoch   4 Batch  968/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.729, Loss:  0.581
Epoch   4 Batch  969/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.726, Loss:  0.560
Epoch   4 Batch  970/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.727, Loss:  0.594
Epoch   4 Batch  971/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.728, Loss:  0.550
Epoch   4 Batch  972/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.727, Loss:  0.568
Epoch   4 Batch  973/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.728, Loss:  0.515
Epoch   4 Batch  974/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.731, Loss:  0.551
Epoch   4 Batch  975/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.733, Loss:  0.535
Epoch   4 Batch  976/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.731, Loss:  0.536
Epoch   4 Batch  977/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.728, Loss:  0.546
Epoch   4 Batch  978/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.723, Loss:  0.584
Epoch   4 Batch  979/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.733, Loss:  0.594
Epoch   4 Batch  980/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.732, Loss:  0.561
Epoch   4 Batch  981/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.729, Loss:  0.576
Epoch   4 Batch  982/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.724, Loss:  0.551
Epoch   4 Batch  983/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.720, Loss:  0.591
Epoch   4 Batch  984/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.724, Loss:  0.604
Epoch   4 Batch  985/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.727, Loss:  0.545
Epoch   4 Batch  986/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.725, Loss:  0.572
Epoch   4 Batch  987/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.726, Loss:  0.535
Epoch   4 Batch  988/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.731, Loss:  0.573
Epoch   4 Batch  989/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.734, Loss:  0.581
Epoch   4 Batch  990/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.738, Loss:  0.593
Epoch   4 Batch  991/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.734, Loss:  0.582
Epoch   4 Batch  992/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.731, Loss:  0.562
Epoch   4 Batch  993/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.719, Loss:  0.544
Epoch   4 Batch  994/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.719, Loss:  0.542
Epoch   4 Batch  995/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.730, Loss:  0.549
Epoch   4 Batch  996/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.738, Loss:  0.565
Epoch   4 Batch  997/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.736, Loss:  0.583
Epoch   4 Batch  998/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.738, Loss:  0.543
Epoch   4 Batch  999/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.736, Loss:  0.559
Epoch   4 Batch 1000/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.737, Loss:  0.520
Epoch   4 Batch 1001/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.733, Loss:  0.522
Epoch   4 Batch 1002/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.728, Loss:  0.540
Epoch   4 Batch 1003/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.727, Loss:  0.561
Epoch   4 Batch 1004/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.729, Loss:  0.576
Epoch   4 Batch 1005/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.727, Loss:  0.575
Epoch   4 Batch 1006/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.724, Loss:  0.556
Epoch   4 Batch 1007/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.719, Loss:  0.522
Epoch   4 Batch 1008/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.713, Loss:  0.590
Epoch   4 Batch 1009/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.719, Loss:  0.525
Epoch   4 Batch 1010/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.723, Loss:  0.568
Epoch   4 Batch 1011/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.718, Loss:  0.572
Epoch   4 Batch 1012/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.714, Loss:  0.536
Epoch   4 Batch 1013/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.722, Loss:  0.531
Epoch   4 Batch 1014/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.723, Loss:  0.578
Epoch   4 Batch 1015/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.725, Loss:  0.580
Epoch   4 Batch 1016/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.724, Loss:  0.590
Epoch   4 Batch 1017/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.721, Loss:  0.592
Epoch   4 Batch 1018/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.716, Loss:  0.539
Epoch   4 Batch 1019/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.711, Loss:  0.611
Epoch   4 Batch 1020/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.714, Loss:  0.532
Epoch   4 Batch 1021/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.719, Loss:  0.553
Epoch   4 Batch 1022/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.720, Loss:  0.523
Epoch   4 Batch 1023/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.712, Loss:  0.527
Epoch   4 Batch 1024/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.705, Loss:  0.592
Epoch   4 Batch 1025/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.710, Loss:  0.555
Epoch   4 Batch 1026/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.707, Loss:  0.532
Epoch   4 Batch 1027/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.713, Loss:  0.586
Epoch   4 Batch 1028/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.710, Loss:  0.558
Epoch   4 Batch 1029/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.713, Loss:  0.562
Epoch   4 Batch 1030/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.718, Loss:  0.584
Epoch   4 Batch 1031/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.714, Loss:  0.608
Epoch   4 Batch 1032/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.718, Loss:  0.542
Epoch   4 Batch 1033/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.716, Loss:  0.540
Epoch   4 Batch 1034/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.715, Loss:  0.583
Epoch   4 Batch 1035/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.719, Loss:  0.521
Epoch   4 Batch 1036/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.717, Loss:  0.554
Epoch   4 Batch 1037/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.719, Loss:  0.585
Epoch   4 Batch 1038/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.712, Loss:  0.559
Epoch   4 Batch 1039/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.715, Loss:  0.535
Epoch   4 Batch 1040/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.716, Loss:  0.596
Epoch   4 Batch 1041/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.714, Loss:  0.585
Epoch   4 Batch 1042/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.715, Loss:  0.561
Epoch   4 Batch 1043/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.716, Loss:  0.571
Epoch   4 Batch 1044/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.718, Loss:  0.573
Epoch   4 Batch 1045/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.719, Loss:  0.590
Epoch   4 Batch 1046/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.716, Loss:  0.531
Epoch   4 Batch 1047/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.720, Loss:  0.559
Epoch   4 Batch 1048/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.718, Loss:  0.585
Epoch   4 Batch 1049/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.713, Loss:  0.588
Epoch   4 Batch 1050/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.720, Loss:  0.577
Epoch   4 Batch 1051/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.721, Loss:  0.547
Epoch   4 Batch 1052/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.724, Loss:  0.540
Epoch   4 Batch 1053/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.735, Loss:  0.550
Epoch   4 Batch 1054/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.730, Loss:  0.575
Epoch   4 Batch 1055/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.726, Loss:  0.551
Epoch   4 Batch 1056/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.725, Loss:  0.557
Epoch   4 Batch 1057/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.725, Loss:  0.591
Epoch   4 Batch 1058/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.724, Loss:  0.613
Epoch   4 Batch 1059/1077 - Train Accuracy:  0.696, Validation Accuracy:  0.727, Loss:  0.610
Epoch   4 Batch 1060/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.728, Loss:  0.533
Epoch   4 Batch 1061/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.725, Loss:  0.593
Epoch   4 Batch 1062/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.723, Loss:  0.570
Epoch   4 Batch 1063/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.721, Loss:  0.549
Epoch   4 Batch 1064/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.719, Loss:  0.561
Epoch   4 Batch 1065/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.721, Loss:  0.528
Epoch   4 Batch 1066/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.720, Loss:  0.550
Epoch   4 Batch 1067/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.723, Loss:  0.560
Epoch   4 Batch 1068/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.723, Loss:  0.553
Epoch   4 Batch 1069/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.719, Loss:  0.520
Epoch   4 Batch 1070/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.716, Loss:  0.561
Epoch   4 Batch 1071/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.716, Loss:  0.563
Epoch   4 Batch 1072/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.716, Loss:  0.551
Epoch   4 Batch 1073/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.714, Loss:  0.583
Epoch   4 Batch 1074/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.714, Loss:  0.587
Epoch   4 Batch 1075/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.718, Loss:  0.597
Epoch   5 Batch    0/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.720, Loss:  0.514
Epoch   5 Batch    1/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.719, Loss:  0.554
Epoch   5 Batch    2/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.722, Loss:  0.580
Epoch   5 Batch    3/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.718, Loss:  0.557
Epoch   5 Batch    4/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.718, Loss:  0.585
Epoch   5 Batch    5/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.716, Loss:  0.589
Epoch   5 Batch    6/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.723, Loss:  0.587
Epoch   5 Batch    7/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.721, Loss:  0.553
Epoch   5 Batch    8/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.721, Loss:  0.551
Epoch   5 Batch    9/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.719, Loss:  0.574
Epoch   5 Batch   10/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.714, Loss:  0.586
Epoch   5 Batch   11/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.714, Loss:  0.565
Epoch   5 Batch   12/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.719, Loss:  0.591
Epoch   5 Batch   13/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.711, Loss:  0.541
Epoch   5 Batch   14/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.721, Loss:  0.518
Epoch   5 Batch   15/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.721, Loss:  0.545
Epoch   5 Batch   16/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.725, Loss:  0.565
Epoch   5 Batch   17/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.730, Loss:  0.542
Epoch   5 Batch   18/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.729, Loss:  0.566
Epoch   5 Batch   19/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.728, Loss:  0.568
Epoch   5 Batch   20/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.727, Loss:  0.541
Epoch   5 Batch   21/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.721, Loss:  0.596
Epoch   5 Batch   22/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.723, Loss:  0.568
Epoch   5 Batch   23/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.729, Loss:  0.551
Epoch   5 Batch   24/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.722, Loss:  0.548
Epoch   5 Batch   25/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.714, Loss:  0.531
Epoch   5 Batch   26/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.716, Loss:  0.596
Epoch   5 Batch   27/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.715, Loss:  0.517
Epoch   5 Batch   28/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.715, Loss:  0.548
Epoch   5 Batch   29/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.720, Loss:  0.552
Epoch   5 Batch   30/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.730, Loss:  0.544
Epoch   5 Batch   31/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.729, Loss:  0.553
Epoch   5 Batch   32/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.725, Loss:  0.525
Epoch   5 Batch   33/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.721, Loss:  0.530
Epoch   5 Batch   34/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.720, Loss:  0.560
Epoch   5 Batch   35/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.725, Loss:  0.554
Epoch   5 Batch   36/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.727, Loss:  0.556
Epoch   5 Batch   37/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.730, Loss:  0.565
Epoch   5 Batch   38/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.729, Loss:  0.605
Epoch   5 Batch   39/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.736, Loss:  0.612
Epoch   5 Batch   40/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.729, Loss:  0.539
Epoch   5 Batch   41/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.730, Loss:  0.575
Epoch   5 Batch   42/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.729, Loss:  0.572
Epoch   5 Batch   43/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.727, Loss:  0.561
Epoch   5 Batch   44/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.737, Loss:  0.580
Epoch   5 Batch   45/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.737, Loss:  0.548
Epoch   5 Batch   46/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.735, Loss:  0.602
Epoch   5 Batch   47/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.727, Loss:  0.553
Epoch   5 Batch   48/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.721, Loss:  0.598
Epoch   5 Batch   49/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.723, Loss:  0.560
Epoch   5 Batch   50/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.725, Loss:  0.559
Epoch   5 Batch   51/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.729, Loss:  0.527
Epoch   5 Batch   52/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.728, Loss:  0.564
Epoch   5 Batch   53/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.729, Loss:  0.566
Epoch   5 Batch   54/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.728, Loss:  0.610
Epoch   5 Batch   55/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.742, Loss:  0.542
Epoch   5 Batch   56/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.739, Loss:  0.538
Epoch   5 Batch   57/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.738, Loss:  0.513
Epoch   5 Batch   58/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.736, Loss:  0.547
Epoch   5 Batch   59/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.727, Loss:  0.577
Epoch   5 Batch   60/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.725, Loss:  0.533
Epoch   5 Batch   61/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.719, Loss:  0.565
Epoch   5 Batch   62/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.715, Loss:  0.598
Epoch   5 Batch   63/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.722, Loss:  0.514
Epoch   5 Batch   64/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.725, Loss:  0.550
Epoch   5 Batch   65/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.726, Loss:  0.575
Epoch   5 Batch   66/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.721, Loss:  0.553
Epoch   5 Batch   67/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.721, Loss:  0.539
Epoch   5 Batch   68/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.721, Loss:  0.588
Epoch   5 Batch   69/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.719, Loss:  0.596
Epoch   5 Batch   70/1077 - Train Accuracy:  0.678, Validation Accuracy:  0.729, Loss:  0.589
Epoch   5 Batch   71/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.727, Loss:  0.532
Epoch   5 Batch   72/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.729, Loss:  0.558
Epoch   5 Batch   73/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.725, Loss:  0.570
Epoch   5 Batch   74/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.726, Loss:  0.517
Epoch   5 Batch   75/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.731, Loss:  0.575
Epoch   5 Batch   76/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.732, Loss:  0.533
Epoch   5 Batch   77/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.732, Loss:  0.572
Epoch   5 Batch   78/1077 - Train Accuracy:  0.685, Validation Accuracy:  0.730, Loss:  0.584
Epoch   5 Batch   79/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.723, Loss:  0.559
Epoch   5 Batch   80/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.723, Loss:  0.581
Epoch   5 Batch   81/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.729, Loss:  0.546
Epoch   5 Batch   82/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.723, Loss:  0.500
Epoch   5 Batch   83/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.727, Loss:  0.596
Epoch   5 Batch   84/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.725, Loss:  0.569
Epoch   5 Batch   85/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.730, Loss:  0.538
Epoch   5 Batch   86/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.732, Loss:  0.564
Epoch   5 Batch   87/1077 - Train Accuracy:  0.705, Validation Accuracy:  0.722, Loss:  0.591
Epoch   5 Batch   88/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.728, Loss:  0.562
Epoch   5 Batch   89/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.734, Loss:  0.561
Epoch   5 Batch   90/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.732, Loss:  0.580
Epoch   5 Batch   91/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.720, Loss:  0.503
Epoch   5 Batch   92/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.722, Loss:  0.551
Epoch   5 Batch   93/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.729, Loss:  0.554
Epoch   5 Batch   94/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.733, Loss:  0.516
Epoch   5 Batch   95/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.730, Loss:  0.580
Epoch   5 Batch   96/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.723, Loss:  0.564
Epoch   5 Batch   97/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.720, Loss:  0.563
Epoch   5 Batch   98/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.719, Loss:  0.541
Epoch   5 Batch   99/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.717, Loss:  0.574
Epoch   5 Batch  100/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.722, Loss:  0.559
Epoch   5 Batch  101/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.728, Loss:  0.566
Epoch   5 Batch  102/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.720, Loss:  0.525
Epoch   5 Batch  103/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.722, Loss:  0.622
Epoch   5 Batch  104/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.722, Loss:  0.573
Epoch   5 Batch  105/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.728, Loss:  0.547
Epoch   5 Batch  106/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.726, Loss:  0.603
Epoch   5 Batch  107/1077 - Train Accuracy:  0.693, Validation Accuracy:  0.721, Loss:  0.536
Epoch   5 Batch  108/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.719, Loss:  0.510
Epoch   5 Batch  109/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.721, Loss:  0.541
Epoch   5 Batch  110/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.715, Loss:  0.539
Epoch   5 Batch  111/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.726, Loss:  0.576
Epoch   5 Batch  112/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.733, Loss:  0.543
Epoch   5 Batch  113/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.733, Loss:  0.581
Epoch   5 Batch  114/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.735, Loss:  0.527
Epoch   5 Batch  115/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.733, Loss:  0.552
Epoch   5 Batch  116/1077 - Train Accuracy:  0.689, Validation Accuracy:  0.730, Loss:  0.596
Epoch   5 Batch  117/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.729, Loss:  0.557
Epoch   5 Batch  118/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.725, Loss:  0.599
Epoch   5 Batch  119/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.727, Loss:  0.550
Epoch   5 Batch  120/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.731, Loss:  0.559
Epoch   5 Batch  121/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.733, Loss:  0.551
Epoch   5 Batch  122/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.729, Loss:  0.556
Epoch   5 Batch  123/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.727, Loss:  0.535
Epoch   5 Batch  124/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.728, Loss:  0.574
Epoch   5 Batch  125/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.732, Loss:  0.556
Epoch   5 Batch  126/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.735, Loss:  0.543
Epoch   5 Batch  127/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.736, Loss:  0.554
Epoch   5 Batch  128/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.734, Loss:  0.530
Epoch   5 Batch  129/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.725, Loss:  0.534
Epoch   5 Batch  130/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.730, Loss:  0.525
Epoch   5 Batch  131/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.735, Loss:  0.566
Epoch   5 Batch  132/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.733, Loss:  0.576
Epoch   5 Batch  133/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.735, Loss:  0.555
Epoch   5 Batch  134/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.729, Loss:  0.525
Epoch   5 Batch  135/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.731, Loss:  0.578
Epoch   5 Batch  136/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.735, Loss:  0.563
Epoch   5 Batch  137/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.725, Loss:  0.508
Epoch   5 Batch  138/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.719, Loss:  0.547
Epoch   5 Batch  139/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.722, Loss:  0.561
Epoch   5 Batch  140/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.731, Loss:  0.586
Epoch   5 Batch  141/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.728, Loss:  0.566
Epoch   5 Batch  142/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.728, Loss:  0.512
Epoch   5 Batch  143/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.724, Loss:  0.560
Epoch   5 Batch  144/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.719, Loss:  0.614
Epoch   5 Batch  145/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.727, Loss:  0.556
Epoch   5 Batch  146/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.727, Loss:  0.578
Epoch   5 Batch  147/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.730, Loss:  0.592
Epoch   5 Batch  148/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.729, Loss:  0.552
Epoch   5 Batch  149/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.734, Loss:  0.544
Epoch   5 Batch  150/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.734, Loss:  0.540
Epoch   5 Batch  151/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.738, Loss:  0.518
Epoch   5 Batch  152/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.734, Loss:  0.545
Epoch   5 Batch  153/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.729, Loss:  0.584
Epoch   5 Batch  154/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.723, Loss:  0.584
Epoch   5 Batch  155/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.729, Loss:  0.568
Epoch   5 Batch  156/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.732, Loss:  0.544
Epoch   5 Batch  157/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.731, Loss:  0.557
Epoch   5 Batch  158/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.731, Loss:  0.542
Epoch   5 Batch  159/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.728, Loss:  0.509
Epoch   5 Batch  160/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.722, Loss:  0.536
Epoch   5 Batch  161/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.719, Loss:  0.551
Epoch   5 Batch  162/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.725, Loss:  0.591
Epoch   5 Batch  163/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.726, Loss:  0.589
Epoch   5 Batch  164/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.724, Loss:  0.553
Epoch   5 Batch  165/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.722, Loss:  0.525
Epoch   5 Batch  166/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.716, Loss:  0.575
Epoch   5 Batch  167/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.713, Loss:  0.600
Epoch   5 Batch  168/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.713, Loss:  0.595
Epoch   5 Batch  169/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.713, Loss:  0.546
Epoch   5 Batch  170/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.718, Loss:  0.592
Epoch   5 Batch  171/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.719, Loss:  0.512
Epoch   5 Batch  172/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.720, Loss:  0.512
Epoch   5 Batch  173/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.732, Loss:  0.589
Epoch   5 Batch  174/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.731, Loss:  0.538
Epoch   5 Batch  175/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.737, Loss:  0.519
Epoch   5 Batch  176/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.737, Loss:  0.555
Epoch   5 Batch  177/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.732, Loss:  0.584
Epoch   5 Batch  178/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.734, Loss:  0.540
Epoch   5 Batch  179/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.733, Loss:  0.592
Epoch   5 Batch  180/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.728, Loss:  0.568
Epoch   5 Batch  181/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.723, Loss:  0.558
Epoch   5 Batch  182/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.724, Loss:  0.562
Epoch   5 Batch  183/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.728, Loss:  0.568
Epoch   5 Batch  184/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.734, Loss:  0.533
Epoch   5 Batch  185/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.731, Loss:  0.575
Epoch   5 Batch  186/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.733, Loss:  0.585
Epoch   5 Batch  187/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.731, Loss:  0.565
Epoch   5 Batch  188/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.727, Loss:  0.567
Epoch   5 Batch  189/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.726, Loss:  0.547
Epoch   5 Batch  190/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.725, Loss:  0.542
Epoch   5 Batch  191/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.714, Loss:  0.492
Epoch   5 Batch  192/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.717, Loss:  0.565
Epoch   5 Batch  193/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.723, Loss:  0.526
Epoch   5 Batch  194/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.730, Loss:  0.517
Epoch   5 Batch  195/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.730, Loss:  0.548
Epoch   5 Batch  196/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.727, Loss:  0.546
Epoch   5 Batch  197/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.722, Loss:  0.536
Epoch   5 Batch  198/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.719, Loss:  0.511
Epoch   5 Batch  199/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.727, Loss:  0.539
Epoch   5 Batch  200/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.729, Loss:  0.553
Epoch   5 Batch  201/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.730, Loss:  0.531
Epoch   5 Batch  202/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.730, Loss:  0.571
Epoch   5 Batch  203/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.732, Loss:  0.548
Epoch   5 Batch  204/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.723, Loss:  0.578
Epoch   5 Batch  205/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.719, Loss:  0.556
Epoch   5 Batch  206/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.728, Loss:  0.550
Epoch   5 Batch  207/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.733, Loss:  0.556
Epoch   5 Batch  208/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.734, Loss:  0.535
Epoch   5 Batch  209/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.731, Loss:  0.502
Epoch   5 Batch  210/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.719, Loss:  0.555
Epoch   5 Batch  211/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.724, Loss:  0.553
Epoch   5 Batch  212/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.728, Loss:  0.512
Epoch   5 Batch  213/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.728, Loss:  0.512
Epoch   5 Batch  214/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.723, Loss:  0.545
Epoch   5 Batch  215/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.716, Loss:  0.552
Epoch   5 Batch  216/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.712, Loss:  0.544
Epoch   5 Batch  217/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.714, Loss:  0.527
Epoch   5 Batch  218/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.718, Loss:  0.590
Epoch   5 Batch  219/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.718, Loss:  0.541
Epoch   5 Batch  220/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.721, Loss:  0.565
Epoch   5 Batch  221/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.728, Loss:  0.553
Epoch   5 Batch  222/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.716, Loss:  0.559
Epoch   5 Batch  223/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.723, Loss:  0.500
Epoch   5 Batch  224/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.730, Loss:  0.552
Epoch   5 Batch  225/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.728, Loss:  0.546
Epoch   5 Batch  226/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.725, Loss:  0.554
Epoch   5 Batch  227/1077 - Train Accuracy:  0.679, Validation Accuracy:  0.725, Loss:  0.605
Epoch   5 Batch  228/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.722, Loss:  0.534
Epoch   5 Batch  229/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.723, Loss:  0.553
Epoch   5 Batch  230/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.727, Loss:  0.523
Epoch   5 Batch  231/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.731, Loss:  0.568
Epoch   5 Batch  232/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.723, Loss:  0.579
Epoch   5 Batch  233/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.728, Loss:  0.581
Epoch   5 Batch  234/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.728, Loss:  0.569
Epoch   5 Batch  235/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.731, Loss:  0.508
Epoch   5 Batch  236/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.729, Loss:  0.576
Epoch   5 Batch  237/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.732, Loss:  0.508
Epoch   5 Batch  238/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.733, Loss:  0.539
Epoch   5 Batch  239/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.727, Loss:  0.506
Epoch   5 Batch  240/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.731, Loss:  0.517
Epoch   5 Batch  241/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.734, Loss:  0.501
Epoch   5 Batch  242/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.732, Loss:  0.541
Epoch   5 Batch  243/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.730, Loss:  0.574
Epoch   5 Batch  244/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.730, Loss:  0.545
Epoch   5 Batch  245/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.729, Loss:  0.517
Epoch   5 Batch  246/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.727, Loss:  0.551
Epoch   5 Batch  247/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.736, Loss:  0.522
Epoch   5 Batch  248/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.738, Loss:  0.531
Epoch   5 Batch  249/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.739, Loss:  0.529
Epoch   5 Batch  250/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.741, Loss:  0.519
Epoch   5 Batch  251/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.739, Loss:  0.542
Epoch   5 Batch  252/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.737, Loss:  0.543
Epoch   5 Batch  253/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.729, Loss:  0.539
Epoch   5 Batch  254/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.730, Loss:  0.563
Epoch   5 Batch  255/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.733, Loss:  0.542
Epoch   5 Batch  256/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.733, Loss:  0.564
Epoch   5 Batch  257/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.737, Loss:  0.528
Epoch   5 Batch  258/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.730, Loss:  0.516
Epoch   5 Batch  259/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.727, Loss:  0.559
Epoch   5 Batch  260/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.727, Loss:  0.501
Epoch   5 Batch  261/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.731, Loss:  0.549
Epoch   5 Batch  262/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.738, Loss:  0.544
Epoch   5 Batch  263/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.736, Loss:  0.542
Epoch   5 Batch  264/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.733, Loss:  0.549
Epoch   5 Batch  265/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.729, Loss:  0.561
Epoch   5 Batch  266/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.722, Loss:  0.547
Epoch   5 Batch  267/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.714, Loss:  0.513
Epoch   5 Batch  268/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.722, Loss:  0.536
Epoch   5 Batch  269/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.727, Loss:  0.586
Epoch   5 Batch  270/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.718, Loss:  0.582
Epoch   5 Batch  271/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.717, Loss:  0.536
Epoch   5 Batch  272/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.717, Loss:  0.583
Epoch   5 Batch  273/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.718, Loss:  0.535
Epoch   5 Batch  274/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.717, Loss:  0.538
Epoch   5 Batch  275/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.717, Loss:  0.523
Epoch   5 Batch  276/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.717, Loss:  0.595
Epoch   5 Batch  277/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.714, Loss:  0.506
Epoch   5 Batch  278/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.711, Loss:  0.580
Epoch   5 Batch  279/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.710, Loss:  0.592
Epoch   5 Batch  280/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.710, Loss:  0.572
Epoch   5 Batch  281/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.713, Loss:  0.576
Epoch   5 Batch  282/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.715, Loss:  0.582
Epoch   5 Batch  283/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.710, Loss:  0.555
Epoch   5 Batch  284/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.712, Loss:  0.582
Epoch   5 Batch  285/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.711, Loss:  0.540
Epoch   5 Batch  286/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.727, Loss:  0.510
Epoch   5 Batch  287/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.729, Loss:  0.534
Epoch   5 Batch  288/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.733, Loss:  0.566
Epoch   5 Batch  289/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.729, Loss:  0.530
Epoch   5 Batch  290/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.725, Loss:  0.555
Epoch   5 Batch  291/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.724, Loss:  0.565
Epoch   5 Batch  292/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.730, Loss:  0.522
Epoch   5 Batch  293/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.726, Loss:  0.594
Epoch   5 Batch  294/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.721, Loss:  0.515
Epoch   5 Batch  295/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.722, Loss:  0.592
Epoch   5 Batch  296/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.726, Loss:  0.530
Epoch   5 Batch  297/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.726, Loss:  0.574
Epoch   5 Batch  298/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.726, Loss:  0.570
Epoch   5 Batch  299/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.728, Loss:  0.542
Epoch   5 Batch  300/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.730, Loss:  0.576
Epoch   5 Batch  301/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.734, Loss:  0.526
Epoch   5 Batch  302/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.733, Loss:  0.554
Epoch   5 Batch  303/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.732, Loss:  0.560
Epoch   5 Batch  304/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.730, Loss:  0.507
Epoch   5 Batch  305/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.734, Loss:  0.545
Epoch   5 Batch  306/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.722, Loss:  0.530
Epoch   5 Batch  307/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.724, Loss:  0.554
Epoch   5 Batch  308/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.732, Loss:  0.591
Epoch   5 Batch  309/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.733, Loss:  0.515
Epoch   5 Batch  310/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.730, Loss:  0.572
Epoch   5 Batch  311/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.723, Loss:  0.521
Epoch   5 Batch  312/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.717, Loss:  0.581
Epoch   5 Batch  313/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.722, Loss:  0.558
Epoch   5 Batch  314/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.728, Loss:  0.540
Epoch   5 Batch  315/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.719, Loss:  0.528
Epoch   5 Batch  316/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.720, Loss:  0.529
Epoch   5 Batch  317/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.721, Loss:  0.579
Epoch   5 Batch  318/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.718, Loss:  0.537
Epoch   5 Batch  319/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.716, Loss:  0.552
Epoch   5 Batch  320/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.728, Loss:  0.557
Epoch   5 Batch  321/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.729, Loss:  0.523
Epoch   5 Batch  322/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.723, Loss:  0.518
Epoch   5 Batch  323/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.725, Loss:  0.519
Epoch   5 Batch  324/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.722, Loss:  0.542
Epoch   5 Batch  325/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.720, Loss:  0.521
Epoch   5 Batch  326/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.723, Loss:  0.561
Epoch   5 Batch  327/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.723, Loss:  0.583
Epoch   5 Batch  328/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.724, Loss:  0.573
Epoch   5 Batch  329/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.725, Loss:  0.574
Epoch   5 Batch  330/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.721, Loss:  0.539
Epoch   5 Batch  331/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.723, Loss:  0.573
Epoch   5 Batch  332/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.724, Loss:  0.483
Epoch   5 Batch  333/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.726, Loss:  0.552
Epoch   5 Batch  334/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.723, Loss:  0.540
Epoch   5 Batch  335/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.723, Loss:  0.495
Epoch   5 Batch  336/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.715, Loss:  0.581
Epoch   5 Batch  337/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.717, Loss:  0.565
Epoch   5 Batch  338/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.724, Loss:  0.577
Epoch   5 Batch  339/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.726, Loss:  0.511
Epoch   5 Batch  340/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.732, Loss:  0.550
Epoch   5 Batch  341/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.731, Loss:  0.577
Epoch   5 Batch  342/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.732, Loss:  0.512
Epoch   5 Batch  343/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.729, Loss:  0.557
Epoch   5 Batch  344/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.727, Loss:  0.538
Epoch   5 Batch  345/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.727, Loss:  0.522
Epoch   5 Batch  346/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.736, Loss:  0.560
Epoch   5 Batch  347/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.738, Loss:  0.510
Epoch   5 Batch  348/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.741, Loss:  0.514
Epoch   5 Batch  349/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.746, Loss:  0.549
Epoch   5 Batch  350/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.738, Loss:  0.559
Epoch   5 Batch  351/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.729, Loss:  0.588
Epoch   5 Batch  352/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.735, Loss:  0.554
Epoch   5 Batch  353/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.736, Loss:  0.602
Epoch   5 Batch  354/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.739, Loss:  0.576
Epoch   5 Batch  355/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.734, Loss:  0.562
Epoch   5 Batch  356/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.732, Loss:  0.530
Epoch   5 Batch  357/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.733, Loss:  0.514
Epoch   5 Batch  358/1077 - Train Accuracy:  0.686, Validation Accuracy:  0.733, Loss:  0.583
Epoch   5 Batch  359/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.735, Loss:  0.547
Epoch   5 Batch  360/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.741, Loss:  0.536
Epoch   5 Batch  361/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.745, Loss:  0.577
Epoch   5 Batch  362/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.741, Loss:  0.546
Epoch   5 Batch  363/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.737, Loss:  0.556
Epoch   5 Batch  364/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.738, Loss:  0.560
Epoch   5 Batch  365/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.737, Loss:  0.538
Epoch   5 Batch  366/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.740, Loss:  0.564
Epoch   5 Batch  367/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.736, Loss:  0.479
Epoch   5 Batch  368/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.735, Loss:  0.554
Epoch   5 Batch  369/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.737, Loss:  0.516
Epoch   5 Batch  370/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.737, Loss:  0.527
Epoch   5 Batch  371/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.737, Loss:  0.545
Epoch   5 Batch  372/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.731, Loss:  0.513
Epoch   5 Batch  373/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.732, Loss:  0.509
Epoch   5 Batch  374/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.731, Loss:  0.577
Epoch   5 Batch  375/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.725, Loss:  0.526
Epoch   5 Batch  376/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.726, Loss:  0.485
Epoch   5 Batch  377/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.726, Loss:  0.567
Epoch   5 Batch  378/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.724, Loss:  0.504
Epoch   5 Batch  379/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.725, Loss:  0.558
Epoch   5 Batch  380/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.728, Loss:  0.532
Epoch   5 Batch  381/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.728, Loss:  0.550
Epoch   5 Batch  382/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.727, Loss:  0.575
Epoch   5 Batch  383/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.723, Loss:  0.533
Epoch   5 Batch  384/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.730, Loss:  0.523
Epoch   5 Batch  385/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.730, Loss:  0.544
Epoch   5 Batch  386/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.732, Loss:  0.543
Epoch   5 Batch  387/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.730, Loss:  0.535
Epoch   5 Batch  388/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.737, Loss:  0.535
Epoch   5 Batch  389/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.736, Loss:  0.529
Epoch   5 Batch  390/1077 - Train Accuracy:  0.698, Validation Accuracy:  0.733, Loss:  0.553
Epoch   5 Batch  391/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.731, Loss:  0.532
Epoch   5 Batch  392/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.730, Loss:  0.525
Epoch   5 Batch  393/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.732, Loss:  0.503
Epoch   5 Batch  394/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.734, Loss:  0.558
Epoch   5 Batch  395/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.743, Loss:  0.509
Epoch   5 Batch  396/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.743, Loss:  0.561
Epoch   5 Batch  397/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.749, Loss:  0.534
Epoch   5 Batch  398/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.747, Loss:  0.590
Epoch   5 Batch  399/1077 - Train Accuracy:  0.683, Validation Accuracy:  0.744, Loss:  0.576
Epoch   5 Batch  400/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.745, Loss:  0.560
Epoch   5 Batch  401/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.739, Loss:  0.521
Epoch   5 Batch  402/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.739, Loss:  0.532
Epoch   5 Batch  403/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.736, Loss:  0.565
Epoch   5 Batch  404/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.735, Loss:  0.504
Epoch   5 Batch  405/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.737, Loss:  0.570
Epoch   5 Batch  406/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.730, Loss:  0.540
Epoch   5 Batch  407/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.735, Loss:  0.598
Epoch   5 Batch  408/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.737, Loss:  0.554
Epoch   5 Batch  409/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.734, Loss:  0.559
Epoch   5 Batch  410/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.733, Loss:  0.567
Epoch   5 Batch  411/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.731, Loss:  0.519
Epoch   5 Batch  412/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.729, Loss:  0.528
Epoch   5 Batch  413/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.733, Loss:  0.535
Epoch   5 Batch  414/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.738, Loss:  0.569
Epoch   5 Batch  415/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.732, Loss:  0.525
Epoch   5 Batch  416/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.731, Loss:  0.535
Epoch   5 Batch  417/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.743, Loss:  0.569
Epoch   5 Batch  418/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.740, Loss:  0.537
Epoch   5 Batch  419/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.744, Loss:  0.554
Epoch   5 Batch  420/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.732, Loss:  0.533
Epoch   5 Batch  421/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.728, Loss:  0.553
Epoch   5 Batch  422/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.729, Loss:  0.514
Epoch   5 Batch  423/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.735, Loss:  0.551
Epoch   5 Batch  424/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.741, Loss:  0.567
Epoch   5 Batch  425/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.744, Loss:  0.512
Epoch   5 Batch  426/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.743, Loss:  0.552
Epoch   5 Batch  427/1077 - Train Accuracy:  0.692, Validation Accuracy:  0.745, Loss:  0.541
Epoch   5 Batch  428/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.746, Loss:  0.517
Epoch   5 Batch  429/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.749, Loss:  0.525
Epoch   5 Batch  430/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.746, Loss:  0.554
Epoch   5 Batch  431/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.738, Loss:  0.550
Epoch   5 Batch  432/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.739, Loss:  0.537
Epoch   5 Batch  433/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.736, Loss:  0.552
Epoch   5 Batch  434/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.729, Loss:  0.555
Epoch   5 Batch  435/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.721, Loss:  0.588
Epoch   5 Batch  436/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.716, Loss:  0.518
Epoch   5 Batch  437/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.726, Loss:  0.537
Epoch   5 Batch  438/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.727, Loss:  0.555
Epoch   5 Batch  439/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.728, Loss:  0.574
Epoch   5 Batch  440/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.733, Loss:  0.553
Epoch   5 Batch  441/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.736, Loss:  0.534
Epoch   5 Batch  442/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.726, Loss:  0.515
Epoch   5 Batch  443/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.733, Loss:  0.535
Epoch   5 Batch  444/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.740, Loss:  0.544
Epoch   5 Batch  445/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.738, Loss:  0.595
Epoch   5 Batch  446/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.725, Loss:  0.487
Epoch   5 Batch  447/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.728, Loss:  0.547
Epoch   5 Batch  448/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.724, Loss:  0.554
Epoch   5 Batch  449/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.721, Loss:  0.593
Epoch   5 Batch  450/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.718, Loss:  0.548
Epoch   5 Batch  451/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.723, Loss:  0.537
Epoch   5 Batch  452/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.718, Loss:  0.550
Epoch   5 Batch  453/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.716, Loss:  0.526
Epoch   5 Batch  454/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.726, Loss:  0.555
Epoch   5 Batch  455/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.725, Loss:  0.522
Epoch   5 Batch  456/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.730, Loss:  0.540
Epoch   5 Batch  457/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.737, Loss:  0.515
Epoch   5 Batch  458/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.736, Loss:  0.545
Epoch   5 Batch  459/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.736, Loss:  0.512
Epoch   5 Batch  460/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.739, Loss:  0.573
Epoch   5 Batch  461/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.730, Loss:  0.555
Epoch   5 Batch  462/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.724, Loss:  0.531
Epoch   5 Batch  463/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.718, Loss:  0.564
Epoch   5 Batch  464/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.723, Loss:  0.526
Epoch   5 Batch  465/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.729, Loss:  0.599
Epoch   5 Batch  466/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.735, Loss:  0.532
Epoch   5 Batch  467/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.735, Loss:  0.526
Epoch   5 Batch  468/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.738, Loss:  0.546
Epoch   5 Batch  469/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.743, Loss:  0.559
Epoch   5 Batch  470/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.740, Loss:  0.577
Epoch   5 Batch  471/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.740, Loss:  0.529
Epoch   5 Batch  472/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.732, Loss:  0.524
Epoch   5 Batch  473/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.725, Loss:  0.551
Epoch   5 Batch  474/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.724, Loss:  0.543
Epoch   5 Batch  475/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.723, Loss:  0.520
Epoch   5 Batch  476/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.724, Loss:  0.549
Epoch   5 Batch  477/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.731, Loss:  0.510
Epoch   5 Batch  478/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.738, Loss:  0.579
Epoch   5 Batch  479/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.736, Loss:  0.569
Epoch   5 Batch  480/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.739, Loss:  0.568
Epoch   5 Batch  481/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.735, Loss:  0.551
Epoch   5 Batch  482/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.732, Loss:  0.579
Epoch   5 Batch  483/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.736, Loss:  0.549
Epoch   5 Batch  484/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.737, Loss:  0.520
Epoch   5 Batch  485/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.738, Loss:  0.545
Epoch   5 Batch  486/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.735, Loss:  0.531
Epoch   5 Batch  487/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.733, Loss:  0.557
Epoch   5 Batch  488/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.736, Loss:  0.555
Epoch   5 Batch  489/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.735, Loss:  0.520
Epoch   5 Batch  490/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.728, Loss:  0.556
Epoch   5 Batch  491/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.718, Loss:  0.532
Epoch   5 Batch  492/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.725, Loss:  0.565
Epoch   5 Batch  493/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.719, Loss:  0.507
Epoch   5 Batch  494/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.719, Loss:  0.512
Epoch   5 Batch  495/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.723, Loss:  0.529
Epoch   5 Batch  496/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.729, Loss:  0.564
Epoch   5 Batch  497/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.728, Loss:  0.589
Epoch   5 Batch  498/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.727, Loss:  0.537
Epoch   5 Batch  499/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.729, Loss:  0.513
Epoch   5 Batch  500/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.727, Loss:  0.550
Epoch   5 Batch  501/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.727, Loss:  0.541
Epoch   5 Batch  502/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.732, Loss:  0.543
Epoch   5 Batch  503/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.729, Loss:  0.549
Epoch   5 Batch  504/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.730, Loss:  0.541
Epoch   5 Batch  505/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.728, Loss:  0.475
Epoch   5 Batch  506/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.723, Loss:  0.541
Epoch   5 Batch  507/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.721, Loss:  0.517
Epoch   5 Batch  508/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.720, Loss:  0.511
Epoch   5 Batch  509/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.724, Loss:  0.561
Epoch   5 Batch  510/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.726, Loss:  0.534
Epoch   5 Batch  511/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.726, Loss:  0.573
Epoch   5 Batch  512/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.725, Loss:  0.530
Epoch   5 Batch  513/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.728, Loss:  0.537
Epoch   5 Batch  514/1077 - Train Accuracy:  0.700, Validation Accuracy:  0.724, Loss:  0.548
Epoch   5 Batch  515/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.723, Loss:  0.585
Epoch   5 Batch  516/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.732, Loss:  0.498
Epoch   5 Batch  517/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.729, Loss:  0.525
Epoch   5 Batch  518/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.728, Loss:  0.534
Epoch   5 Batch  519/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.725, Loss:  0.534
Epoch   5 Batch  520/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.734, Loss:  0.518
Epoch   5 Batch  521/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.733, Loss:  0.510
Epoch   5 Batch  522/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.735, Loss:  0.568
Epoch   5 Batch  523/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.735, Loss:  0.537
Epoch   5 Batch  524/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.735, Loss:  0.549
Epoch   5 Batch  525/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.741, Loss:  0.530
Epoch   5 Batch  526/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.741, Loss:  0.538
Epoch   5 Batch  527/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.735, Loss:  0.545
Epoch   5 Batch  528/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.737, Loss:  0.522
Epoch   5 Batch  529/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.740, Loss:  0.528
Epoch   5 Batch  530/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.734, Loss:  0.549
Epoch   5 Batch  531/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.732, Loss:  0.530
Epoch   5 Batch  532/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.733, Loss:  0.571
Epoch   5 Batch  533/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.735, Loss:  0.583
Epoch   5 Batch  534/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.738, Loss:  0.530
Epoch   5 Batch  535/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.725, Loss:  0.532
Epoch   5 Batch  536/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.729, Loss:  0.519
Epoch   5 Batch  537/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.735, Loss:  0.549
Epoch   5 Batch  538/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.734, Loss:  0.498
Epoch   5 Batch  539/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.732, Loss:  0.568
Epoch   5 Batch  540/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.730, Loss:  0.498
Epoch   5 Batch  541/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.732, Loss:  0.560
Epoch   5 Batch  542/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.731, Loss:  0.553
Epoch   5 Batch  543/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.740, Loss:  0.553
Epoch   5 Batch  544/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.738, Loss:  0.533
Epoch   5 Batch  545/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.740, Loss:  0.576
Epoch   5 Batch  546/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.735, Loss:  0.564
Epoch   5 Batch  547/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.739, Loss:  0.533
Epoch   5 Batch  548/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.735, Loss:  0.540
Epoch   5 Batch  549/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.732, Loss:  0.574
Epoch   5 Batch  550/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.734, Loss:  0.559
Epoch   5 Batch  551/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.729, Loss:  0.553
Epoch   5 Batch  552/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.727, Loss:  0.542
Epoch   5 Batch  553/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.728, Loss:  0.560
Epoch   5 Batch  554/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.736, Loss:  0.553
Epoch   5 Batch  555/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.737, Loss:  0.527
Epoch   5 Batch  556/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.735, Loss:  0.542
Epoch   5 Batch  557/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.735, Loss:  0.546
Epoch   5 Batch  558/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.738, Loss:  0.523
Epoch   5 Batch  559/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.745, Loss:  0.518
Epoch   5 Batch  560/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.737, Loss:  0.523
Epoch   5 Batch  561/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.740, Loss:  0.524
Epoch   5 Batch  562/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.745, Loss:  0.501
Epoch   5 Batch  563/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.738, Loss:  0.566
Epoch   5 Batch  564/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.733, Loss:  0.569
Epoch   5 Batch  565/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.735, Loss:  0.552
Epoch   5 Batch  566/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.736, Loss:  0.563
Epoch   5 Batch  567/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.735, Loss:  0.538
Epoch   5 Batch  568/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.734, Loss:  0.525
Epoch   5 Batch  569/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.733, Loss:  0.537
Epoch   5 Batch  570/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.739, Loss:  0.565
Epoch   5 Batch  571/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.741, Loss:  0.505
Epoch   5 Batch  572/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.743, Loss:  0.509
Epoch   5 Batch  573/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.734, Loss:  0.564
Epoch   5 Batch  574/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.737, Loss:  0.553
Epoch   5 Batch  575/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.735, Loss:  0.535
Epoch   5 Batch  576/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.730, Loss:  0.541
Epoch   5 Batch  577/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.728, Loss:  0.556
Epoch   5 Batch  578/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.735, Loss:  0.570
Epoch   5 Batch  579/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.738, Loss:  0.520
Epoch   5 Batch  580/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.738, Loss:  0.502
Epoch   5 Batch  581/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.737, Loss:  0.522
Epoch   5 Batch  582/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.737, Loss:  0.537
Epoch   5 Batch  583/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.740, Loss:  0.548
Epoch   5 Batch  584/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.738, Loss:  0.538
Epoch   5 Batch  585/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.735, Loss:  0.493
Epoch   5 Batch  586/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.735, Loss:  0.565
Epoch   5 Batch  587/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.735, Loss:  0.514
Epoch   5 Batch  588/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.733, Loss:  0.539
Epoch   5 Batch  589/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.734, Loss:  0.556
Epoch   5 Batch  590/1077 - Train Accuracy:  0.697, Validation Accuracy:  0.735, Loss:  0.566
Epoch   5 Batch  591/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.728, Loss:  0.500
Epoch   5 Batch  592/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.739, Loss:  0.539
Epoch   5 Batch  593/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.739, Loss:  0.515
Epoch   5 Batch  594/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.738, Loss:  0.559
Epoch   5 Batch  595/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.737, Loss:  0.547
Epoch   5 Batch  596/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.730, Loss:  0.535
Epoch   5 Batch  597/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.730, Loss:  0.544
Epoch   5 Batch  598/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.731, Loss:  0.519
Epoch   5 Batch  599/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.736, Loss:  0.604
Epoch   5 Batch  600/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.741, Loss:  0.517
Epoch   5 Batch  601/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.744, Loss:  0.525
Epoch   5 Batch  602/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.739, Loss:  0.523
Epoch   5 Batch  603/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.746, Loss:  0.563
Epoch   5 Batch  604/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.746, Loss:  0.539
Epoch   5 Batch  605/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.743, Loss:  0.572
Epoch   5 Batch  606/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.740, Loss:  0.482
Epoch   5 Batch  607/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.731, Loss:  0.494
Epoch   5 Batch  608/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.739, Loss:  0.545
Epoch   5 Batch  609/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.735, Loss:  0.552
Epoch   5 Batch  610/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.737, Loss:  0.569
Epoch   5 Batch  611/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.739, Loss:  0.543
Epoch   5 Batch  612/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.744, Loss:  0.514
Epoch   5 Batch  613/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.745, Loss:  0.565
Epoch   5 Batch  614/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.740, Loss:  0.517
Epoch   5 Batch  615/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.743, Loss:  0.527
Epoch   5 Batch  616/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.748, Loss:  0.565
Epoch   5 Batch  617/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.745, Loss:  0.529
Epoch   5 Batch  618/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.748, Loss:  0.541
Epoch   5 Batch  619/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.748, Loss:  0.564
Epoch   5 Batch  620/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.749, Loss:  0.521
Epoch   5 Batch  621/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.748, Loss:  0.532
Epoch   5 Batch  622/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.748, Loss:  0.555
Epoch   5 Batch  623/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.748, Loss:  0.556
Epoch   5 Batch  624/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.746, Loss:  0.504
Epoch   5 Batch  625/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.748, Loss:  0.534
Epoch   5 Batch  626/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.746, Loss:  0.484
Epoch   5 Batch  627/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.740, Loss:  0.551
Epoch   5 Batch  628/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.740, Loss:  0.564
Epoch   5 Batch  629/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.740, Loss:  0.544
Epoch   5 Batch  630/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.742, Loss:  0.545
Epoch   5 Batch  631/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.739, Loss:  0.528
Epoch   5 Batch  632/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.737, Loss:  0.541
Epoch   5 Batch  633/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.743, Loss:  0.538
Epoch   5 Batch  634/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.748, Loss:  0.482
Epoch   5 Batch  635/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.752, Loss:  0.584
Epoch   5 Batch  636/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.745, Loss:  0.513
Epoch   5 Batch  637/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.748, Loss:  0.555
Epoch   5 Batch  638/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.742, Loss:  0.526
Epoch   5 Batch  639/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.742, Loss:  0.544
Epoch   5 Batch  640/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.740, Loss:  0.508
Epoch   5 Batch  641/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.741, Loss:  0.534
Epoch   5 Batch  642/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.738, Loss:  0.557
Epoch   5 Batch  643/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.739, Loss:  0.501
Epoch   5 Batch  644/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.738, Loss:  0.522
Epoch   5 Batch  645/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.745, Loss:  0.532
Epoch   5 Batch  646/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.746, Loss:  0.498
Epoch   5 Batch  647/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.746, Loss:  0.534
Epoch   5 Batch  648/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.746, Loss:  0.505
Epoch   5 Batch  649/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.754, Loss:  0.551
Epoch   5 Batch  650/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.748, Loss:  0.549
Epoch   5 Batch  651/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.744, Loss:  0.530
Epoch   5 Batch  652/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.744, Loss:  0.561
Epoch   5 Batch  653/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.747, Loss:  0.531
Epoch   5 Batch  654/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.744, Loss:  0.520
Epoch   5 Batch  655/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.745, Loss:  0.556
Epoch   5 Batch  656/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.738, Loss:  0.528
Epoch   5 Batch  657/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.739, Loss:  0.542
Epoch   5 Batch  658/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.736, Loss:  0.506
Epoch   5 Batch  659/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.734, Loss:  0.517
Epoch   5 Batch  660/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.729, Loss:  0.552
Epoch   5 Batch  661/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.723, Loss:  0.490
Epoch   5 Batch  662/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.724, Loss:  0.511
Epoch   5 Batch  663/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.724, Loss:  0.517
Epoch   5 Batch  664/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.727, Loss:  0.526
Epoch   5 Batch  665/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.727, Loss:  0.528
Epoch   5 Batch  666/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.729, Loss:  0.560
Epoch   5 Batch  667/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.734, Loss:  0.563
Epoch   5 Batch  668/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.733, Loss:  0.534
Epoch   5 Batch  669/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.735, Loss:  0.512
Epoch   5 Batch  670/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.736, Loss:  0.491
Epoch   5 Batch  671/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.738, Loss:  0.571
Epoch   5 Batch  672/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.737, Loss:  0.525
Epoch   5 Batch  673/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.740, Loss:  0.517
Epoch   5 Batch  674/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.743, Loss:  0.518
Epoch   5 Batch  675/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.743, Loss:  0.544
Epoch   5 Batch  676/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.743, Loss:  0.569
Epoch   5 Batch  677/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.742, Loss:  0.553
Epoch   5 Batch  678/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.745, Loss:  0.511
Epoch   5 Batch  679/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.744, Loss:  0.568
Epoch   5 Batch  680/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.729, Loss:  0.502
Epoch   5 Batch  681/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.731, Loss:  0.548
Epoch   5 Batch  682/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.729, Loss:  0.548
Epoch   5 Batch  683/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.723, Loss:  0.526
Epoch   5 Batch  684/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.724, Loss:  0.528
Epoch   5 Batch  685/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.727, Loss:  0.543
Epoch   5 Batch  686/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.734, Loss:  0.504
Epoch   5 Batch  687/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.738, Loss:  0.579
Epoch   5 Batch  688/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.736, Loss:  0.521
Epoch   5 Batch  689/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.735, Loss:  0.515
Epoch   5 Batch  690/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.734, Loss:  0.528
Epoch   5 Batch  691/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.734, Loss:  0.573
Epoch   5 Batch  692/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.729, Loss:  0.508
Epoch   5 Batch  693/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.720, Loss:  0.590
Epoch   5 Batch  694/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.726, Loss:  0.513
Epoch   5 Batch  695/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.723, Loss:  0.508
Epoch   5 Batch  696/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.729, Loss:  0.573
Epoch   5 Batch  697/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.734, Loss:  0.522
Epoch   5 Batch  698/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.742, Loss:  0.505
Epoch   5 Batch  699/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.738, Loss:  0.551
Epoch   5 Batch  700/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.733, Loss:  0.522
Epoch   5 Batch  701/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.736, Loss:  0.544
Epoch   5 Batch  702/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.736, Loss:  0.551
Epoch   5 Batch  703/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.731, Loss:  0.558
Epoch   5 Batch  704/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.736, Loss:  0.539
Epoch   5 Batch  705/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.738, Loss:  0.571
Epoch   5 Batch  706/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.744, Loss:  0.533
Epoch   5 Batch  707/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.744, Loss:  0.536
Epoch   5 Batch  708/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.739, Loss:  0.548
Epoch   5 Batch  709/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.732, Loss:  0.554
Epoch   5 Batch  710/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.742, Loss:  0.526
Epoch   5 Batch  711/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.755, Loss:  0.571
Epoch   5 Batch  712/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.750, Loss:  0.520
Epoch   5 Batch  713/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.755, Loss:  0.492
Epoch   5 Batch  714/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.749, Loss:  0.512
Epoch   5 Batch  715/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.749, Loss:  0.556
Epoch   5 Batch  716/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.735, Loss:  0.519
Epoch   5 Batch  717/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.735, Loss:  0.531
Epoch   5 Batch  718/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.729, Loss:  0.536
Epoch   5 Batch  719/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.737, Loss:  0.511
Epoch   5 Batch  720/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.743, Loss:  0.577
Epoch   5 Batch  721/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.747, Loss:  0.536
Epoch   5 Batch  722/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.744, Loss:  0.527
Epoch   5 Batch  723/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.740, Loss:  0.521
Epoch   5 Batch  724/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.730, Loss:  0.572
Epoch   5 Batch  725/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.727, Loss:  0.495
Epoch   5 Batch  726/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.728, Loss:  0.524
Epoch   5 Batch  727/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.732, Loss:  0.503
Epoch   5 Batch  728/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.736, Loss:  0.528
Epoch   5 Batch  729/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.739, Loss:  0.572
Epoch   5 Batch  730/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.742, Loss:  0.557
Epoch   5 Batch  731/1077 - Train Accuracy:  0.691, Validation Accuracy:  0.740, Loss:  0.549
Epoch   5 Batch  732/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.734, Loss:  0.551
Epoch   5 Batch  733/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.732, Loss:  0.547
Epoch   5 Batch  734/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.733, Loss:  0.558
Epoch   5 Batch  735/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.734, Loss:  0.513
Epoch   5 Batch  736/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.735, Loss:  0.545
Epoch   5 Batch  737/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.738, Loss:  0.571
Epoch   5 Batch  738/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.728, Loss:  0.464
Epoch   5 Batch  739/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.727, Loss:  0.498
Epoch   5 Batch  740/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.740, Loss:  0.538
Epoch   5 Batch  741/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.735, Loss:  0.542
Epoch   5 Batch  742/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.736, Loss:  0.525
Epoch   5 Batch  743/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.736, Loss:  0.545
Epoch   5 Batch  744/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.737, Loss:  0.504
Epoch   5 Batch  745/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.738, Loss:  0.521
Epoch   5 Batch  746/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.735, Loss:  0.533
Epoch   5 Batch  747/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.734, Loss:  0.495
Epoch   5 Batch  748/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.732, Loss:  0.516
Epoch   5 Batch  749/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.737, Loss:  0.559
Epoch   5 Batch  750/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.733, Loss:  0.513
Epoch   5 Batch  751/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.732, Loss:  0.513
Epoch   5 Batch  752/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.732, Loss:  0.500
Epoch   5 Batch  753/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.730, Loss:  0.530
Epoch   5 Batch  754/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.733, Loss:  0.557
Epoch   5 Batch  755/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.734, Loss:  0.530
Epoch   5 Batch  756/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.733, Loss:  0.518
Epoch   5 Batch  757/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.739, Loss:  0.558
Epoch   5 Batch  758/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.725, Loss:  0.494
Epoch   5 Batch  759/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.726, Loss:  0.495
Epoch   5 Batch  760/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.730, Loss:  0.547
Epoch   5 Batch  761/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.738, Loss:  0.565
Epoch   5 Batch  762/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.740, Loss:  0.515
Epoch   5 Batch  763/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.745, Loss:  0.483
Epoch   5 Batch  764/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.744, Loss:  0.543
Epoch   5 Batch  765/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.739, Loss:  0.502
Epoch   5 Batch  766/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.739, Loss:  0.560
Epoch   5 Batch  767/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.739, Loss:  0.514
Epoch   5 Batch  768/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.741, Loss:  0.510
Epoch   5 Batch  769/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.739, Loss:  0.559
Epoch   5 Batch  770/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.736, Loss:  0.500
Epoch   5 Batch  771/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.743, Loss:  0.553
Epoch   5 Batch  772/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.744, Loss:  0.519
Epoch   5 Batch  773/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.747, Loss:  0.517
Epoch   5 Batch  774/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.741, Loss:  0.562
Epoch   5 Batch  775/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.740, Loss:  0.530
Epoch   5 Batch  776/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.738, Loss:  0.524
Epoch   5 Batch  777/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.736, Loss:  0.543
Epoch   5 Batch  778/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.736, Loss:  0.508
Epoch   5 Batch  779/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.734, Loss:  0.549
Epoch   5 Batch  780/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.738, Loss:  0.565
Epoch   5 Batch  781/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.741, Loss:  0.512
Epoch   5 Batch  782/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.737, Loss:  0.517
Epoch   5 Batch  783/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.741, Loss:  0.534
Epoch   5 Batch  784/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.737, Loss:  0.520
Epoch   5 Batch  785/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.737, Loss:  0.505
Epoch   5 Batch  786/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.740, Loss:  0.529
Epoch   5 Batch  787/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.738, Loss:  0.495
Epoch   5 Batch  788/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.736, Loss:  0.539
Epoch   5 Batch  789/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.736, Loss:  0.559
Epoch   5 Batch  790/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.737, Loss:  0.561
Epoch   5 Batch  791/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.737, Loss:  0.525
Epoch   5 Batch  792/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.738, Loss:  0.553
Epoch   5 Batch  793/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.739, Loss:  0.513
Epoch   5 Batch  794/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.742, Loss:  0.530
Epoch   5 Batch  795/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.745, Loss:  0.558
Epoch   5 Batch  796/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.747, Loss:  0.537
Epoch   5 Batch  797/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.743, Loss:  0.535
Epoch   5 Batch  798/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.745, Loss:  0.534
Epoch   5 Batch  799/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.751, Loss:  0.567
Epoch   5 Batch  800/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.741, Loss:  0.529
Epoch   5 Batch  801/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.740, Loss:  0.564
Epoch   5 Batch  802/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.736, Loss:  0.529
Epoch   5 Batch  803/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.733, Loss:  0.547
Epoch   5 Batch  804/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.731, Loss:  0.538
Epoch   5 Batch  805/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.733, Loss:  0.543
Epoch   5 Batch  806/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.730, Loss:  0.530
Epoch   5 Batch  807/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.729, Loss:  0.502
Epoch   5 Batch  808/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.728, Loss:  0.545
Epoch   5 Batch  809/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.734, Loss:  0.557
Epoch   5 Batch  810/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.732, Loss:  0.508
Epoch   5 Batch  811/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.729, Loss:  0.502
Epoch   5 Batch  812/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.728, Loss:  0.548
Epoch   5 Batch  813/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.729, Loss:  0.528
Epoch   5 Batch  814/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.730, Loss:  0.545
Epoch   5 Batch  815/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.733, Loss:  0.524
Epoch   5 Batch  816/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.738, Loss:  0.534
Epoch   5 Batch  817/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.739, Loss:  0.547
Epoch   5 Batch  818/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.739, Loss:  0.548
Epoch   5 Batch  819/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.743, Loss:  0.530
Epoch   5 Batch  820/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.741, Loss:  0.548
Epoch   5 Batch  821/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.739, Loss:  0.534
Epoch   5 Batch  822/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.734, Loss:  0.533
Epoch   5 Batch  823/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.733, Loss:  0.524
Epoch   5 Batch  824/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.739, Loss:  0.507
Epoch   5 Batch  825/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.739, Loss:  0.522
Epoch   5 Batch  826/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.732, Loss:  0.507
Epoch   5 Batch  827/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.735, Loss:  0.549
Epoch   5 Batch  828/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.737, Loss:  0.539
Epoch   5 Batch  829/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.738, Loss:  0.548
Epoch   5 Batch  830/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.744, Loss:  0.543
Epoch   5 Batch  831/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.738, Loss:  0.545
Epoch   5 Batch  832/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.739, Loss:  0.543
Epoch   5 Batch  833/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.733, Loss:  0.548
Epoch   5 Batch  834/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.735, Loss:  0.507
Epoch   5 Batch  835/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.741, Loss:  0.523
Epoch   5 Batch  836/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.738, Loss:  0.548
Epoch   5 Batch  837/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.740, Loss:  0.556
Epoch   5 Batch  838/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.744, Loss:  0.507
Epoch   5 Batch  839/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.510
Epoch   5 Batch  840/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.741, Loss:  0.511
Epoch   5 Batch  841/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.747, Loss:  0.523
Epoch   5 Batch  842/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.738, Loss:  0.517
Epoch   5 Batch  843/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.735, Loss:  0.518
Epoch   5 Batch  844/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.734, Loss:  0.494
Epoch   5 Batch  845/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.733, Loss:  0.525
Epoch   5 Batch  846/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.740, Loss:  0.537
Epoch   5 Batch  847/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.739, Loss:  0.530
Epoch   5 Batch  848/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.739, Loss:  0.516
Epoch   5 Batch  849/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.741, Loss:  0.511
Epoch   5 Batch  850/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.746, Loss:  0.569
Epoch   5 Batch  851/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.745, Loss:  0.515
Epoch   5 Batch  852/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.741, Loss:  0.549
Epoch   5 Batch  853/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.731, Loss:  0.518
Epoch   5 Batch  854/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.732, Loss:  0.536
Epoch   5 Batch  855/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.730, Loss:  0.535
Epoch   5 Batch  856/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.736, Loss:  0.536
Epoch   5 Batch  857/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.735, Loss:  0.514
Epoch   5 Batch  858/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.737, Loss:  0.505
Epoch   5 Batch  859/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.739, Loss:  0.535
Epoch   5 Batch  860/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.738, Loss:  0.516
Epoch   5 Batch  861/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.737, Loss:  0.537
Epoch   5 Batch  862/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.725, Loss:  0.523
Epoch   5 Batch  863/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.724, Loss:  0.502
Epoch   5 Batch  864/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.730, Loss:  0.507
Epoch   5 Batch  865/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.730, Loss:  0.484
Epoch   5 Batch  866/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.725, Loss:  0.497
Epoch   5 Batch  867/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.735, Loss:  0.592
Epoch   5 Batch  868/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.737, Loss:  0.520
Epoch   5 Batch  869/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.737, Loss:  0.542
Epoch   5 Batch  870/1077 - Train Accuracy:  0.681, Validation Accuracy:  0.739, Loss:  0.577
Epoch   5 Batch  871/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.739, Loss:  0.534
Epoch   5 Batch  872/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.744, Loss:  0.519
Epoch   5 Batch  873/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.741, Loss:  0.535
Epoch   5 Batch  874/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.749, Loss:  0.549
Epoch   5 Batch  875/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.752, Loss:  0.553
Epoch   5 Batch  876/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.738, Loss:  0.536
Epoch   5 Batch  877/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.737, Loss:  0.519
Epoch   5 Batch  878/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.740, Loss:  0.533
Epoch   5 Batch  879/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.740, Loss:  0.518
Epoch   5 Batch  880/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.733, Loss:  0.522
Epoch   5 Batch  881/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.729, Loss:  0.549
Epoch   5 Batch  882/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.723, Loss:  0.544
Epoch   5 Batch  883/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.730, Loss:  0.596
Epoch   5 Batch  884/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.729, Loss:  0.529
Epoch   5 Batch  885/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.728, Loss:  0.466
Epoch   5 Batch  886/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.725, Loss:  0.567
Epoch   5 Batch  887/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.726, Loss:  0.539
Epoch   5 Batch  888/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.728, Loss:  0.521
Epoch   5 Batch  889/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.734, Loss:  0.542
Epoch   5 Batch  890/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.730, Loss:  0.496
Epoch   5 Batch  891/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.729, Loss:  0.547
Epoch   5 Batch  892/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.724, Loss:  0.516
Epoch   5 Batch  893/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.730, Loss:  0.519
Epoch   5 Batch  894/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.723, Loss:  0.493
Epoch   5 Batch  895/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.730, Loss:  0.528
Epoch   5 Batch  896/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.729, Loss:  0.565
Epoch   5 Batch  897/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.733, Loss:  0.473
Epoch   5 Batch  898/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.735, Loss:  0.509
Epoch   5 Batch  899/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.740, Loss:  0.523
Epoch   5 Batch  900/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.735, Loss:  0.557
Epoch   5 Batch  901/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.736, Loss:  0.544
Epoch   5 Batch  902/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.736, Loss:  0.526
Epoch   5 Batch  903/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.734, Loss:  0.500
Epoch   5 Batch  904/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.736, Loss:  0.528
Epoch   5 Batch  905/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.740, Loss:  0.537
Epoch   5 Batch  906/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.741, Loss:  0.513
Epoch   5 Batch  907/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.739, Loss:  0.522
Epoch   5 Batch  908/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.739, Loss:  0.541
Epoch   5 Batch  909/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.735, Loss:  0.521
Epoch   5 Batch  910/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.735, Loss:  0.521
Epoch   5 Batch  911/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.742, Loss:  0.481
Epoch   5 Batch  912/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.739, Loss:  0.531
Epoch   5 Batch  913/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.740, Loss:  0.573
Epoch   5 Batch  914/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.740, Loss:  0.471
Epoch   5 Batch  915/1077 - Train Accuracy:  0.688, Validation Accuracy:  0.734, Loss:  0.562
Epoch   5 Batch  916/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.729, Loss:  0.547
Epoch   5 Batch  917/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.732, Loss:  0.537
Epoch   5 Batch  918/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.728, Loss:  0.495
Epoch   5 Batch  919/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.732, Loss:  0.527
Epoch   5 Batch  920/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.730, Loss:  0.525
Epoch   5 Batch  921/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.730, Loss:  0.541
Epoch   5 Batch  922/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.728, Loss:  0.506
Epoch   5 Batch  923/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.727, Loss:  0.542
Epoch   5 Batch  924/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.729, Loss:  0.556
Epoch   5 Batch  925/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.729, Loss:  0.513
Epoch   5 Batch  926/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.730, Loss:  0.562
Epoch   5 Batch  927/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.739, Loss:  0.546
Epoch   5 Batch  928/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.737, Loss:  0.517
Epoch   5 Batch  929/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.736, Loss:  0.544
Epoch   5 Batch  930/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.732, Loss:  0.535
Epoch   5 Batch  931/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.736, Loss:  0.519
Epoch   5 Batch  932/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.738, Loss:  0.547
Epoch   5 Batch  933/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.737, Loss:  0.540
Epoch   5 Batch  934/1077 - Train Accuracy:  0.708, Validation Accuracy:  0.730, Loss:  0.541
Epoch   5 Batch  935/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.730, Loss:  0.532
Epoch   5 Batch  936/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.733, Loss:  0.523
Epoch   5 Batch  937/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.739, Loss:  0.557
Epoch   5 Batch  938/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.739, Loss:  0.556
Epoch   5 Batch  939/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.739, Loss:  0.537
Epoch   5 Batch  940/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.734, Loss:  0.537
Epoch   5 Batch  941/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.733, Loss:  0.506
Epoch   5 Batch  942/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.733, Loss:  0.551
Epoch   5 Batch  943/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.726, Loss:  0.528
Epoch   5 Batch  944/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.729, Loss:  0.521
Epoch   5 Batch  945/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.727, Loss:  0.524
Epoch   5 Batch  946/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.732, Loss:  0.517
Epoch   5 Batch  947/1077 - Train Accuracy:  0.673, Validation Accuracy:  0.739, Loss:  0.573
Epoch   5 Batch  948/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.740, Loss:  0.513
Epoch   5 Batch  949/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.740, Loss:  0.474
Epoch   5 Batch  950/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.737, Loss:  0.507
Epoch   5 Batch  951/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.735, Loss:  0.512
Epoch   5 Batch  952/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.734, Loss:  0.510
Epoch   5 Batch  953/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.735, Loss:  0.533
Epoch   5 Batch  954/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.739, Loss:  0.550
Epoch   5 Batch  955/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.740, Loss:  0.549
Epoch   5 Batch  956/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.741, Loss:  0.518
Epoch   5 Batch  957/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.735, Loss:  0.500
Epoch   5 Batch  958/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.739, Loss:  0.530
Epoch   5 Batch  959/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.749, Loss:  0.513
Epoch   5 Batch  960/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.744, Loss:  0.502
Epoch   5 Batch  961/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.743, Loss:  0.553
Epoch   5 Batch  962/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.740, Loss:  0.520
Epoch   5 Batch  963/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.739, Loss:  0.597
Epoch   5 Batch  964/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.731, Loss:  0.493
Epoch   5 Batch  965/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.730, Loss:  0.570
Epoch   5 Batch  966/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.737, Loss:  0.472
Epoch   5 Batch  967/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.744, Loss:  0.495
Epoch   5 Batch  968/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.741, Loss:  0.548
Epoch   5 Batch  969/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.740, Loss:  0.546
Epoch   5 Batch  970/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.740, Loss:  0.560
Epoch   5 Batch  971/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.745, Loss:  0.515
Epoch   5 Batch  972/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.740, Loss:  0.513
Epoch   5 Batch  973/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.739, Loss:  0.484
Epoch   5 Batch  974/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.736, Loss:  0.513
Epoch   5 Batch  975/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.737, Loss:  0.496
Epoch   5 Batch  976/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.743, Loss:  0.493
Epoch   5 Batch  977/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.741, Loss:  0.493
Epoch   5 Batch  978/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.742, Loss:  0.508
Epoch   5 Batch  979/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.739, Loss:  0.570
Epoch   5 Batch  980/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.739, Loss:  0.529
Epoch   5 Batch  981/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.732, Loss:  0.531
Epoch   5 Batch  982/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.731, Loss:  0.502
Epoch   5 Batch  983/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.735, Loss:  0.552
Epoch   5 Batch  984/1077 - Train Accuracy:  0.699, Validation Accuracy:  0.737, Loss:  0.570
Epoch   5 Batch  985/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.743, Loss:  0.507
Epoch   5 Batch  986/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.745, Loss:  0.530
Epoch   5 Batch  987/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.743, Loss:  0.504
Epoch   5 Batch  988/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.745, Loss:  0.526
Epoch   5 Batch  989/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.750, Loss:  0.546
Epoch   5 Batch  990/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.746, Loss:  0.548
Epoch   5 Batch  991/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.741, Loss:  0.545
Epoch   5 Batch  992/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.746, Loss:  0.529
Epoch   5 Batch  993/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.740, Loss:  0.501
Epoch   5 Batch  994/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.742, Loss:  0.519
Epoch   5 Batch  995/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.751, Loss:  0.493
Epoch   5 Batch  996/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.751, Loss:  0.534
Epoch   5 Batch  997/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.750, Loss:  0.542
Epoch   5 Batch  998/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.748, Loss:  0.506
Epoch   5 Batch  999/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.737, Loss:  0.547
Epoch   5 Batch 1000/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.738, Loss:  0.488
Epoch   5 Batch 1001/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.748, Loss:  0.493
Epoch   5 Batch 1002/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.749, Loss:  0.501
Epoch   5 Batch 1003/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.749, Loss:  0.519
Epoch   5 Batch 1004/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.746, Loss:  0.538
Epoch   5 Batch 1005/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.737, Loss:  0.527
Epoch   5 Batch 1006/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.729, Loss:  0.506
Epoch   5 Batch 1007/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.729, Loss:  0.490
Epoch   5 Batch 1008/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.728, Loss:  0.551
Epoch   5 Batch 1009/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.727, Loss:  0.490
Epoch   5 Batch 1010/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.731, Loss:  0.537
Epoch   5 Batch 1011/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.735, Loss:  0.539
Epoch   5 Batch 1012/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.736, Loss:  0.485
Epoch   5 Batch 1013/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.728, Loss:  0.506
Epoch   5 Batch 1014/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.727, Loss:  0.546
Epoch   5 Batch 1015/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.735, Loss:  0.569
Epoch   5 Batch 1016/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.738, Loss:  0.545
Epoch   5 Batch 1017/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.740, Loss:  0.536
Epoch   5 Batch 1018/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.737, Loss:  0.514
Epoch   5 Batch 1019/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.735, Loss:  0.559
Epoch   5 Batch 1020/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.739, Loss:  0.498
Epoch   5 Batch 1021/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.737, Loss:  0.515
Epoch   5 Batch 1022/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.741, Loss:  0.476
Epoch   5 Batch 1023/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.742, Loss:  0.478
Epoch   5 Batch 1024/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.739, Loss:  0.579
Epoch   5 Batch 1025/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.732, Loss:  0.531
Epoch   5 Batch 1026/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.732, Loss:  0.506
Epoch   5 Batch 1027/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.734, Loss:  0.552
Epoch   5 Batch 1028/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.735, Loss:  0.520
Epoch   5 Batch 1029/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.735, Loss:  0.516
Epoch   5 Batch 1030/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.739, Loss:  0.527
Epoch   5 Batch 1031/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.741, Loss:  0.557
Epoch   5 Batch 1032/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.742, Loss:  0.514
Epoch   5 Batch 1033/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.734, Loss:  0.518
Epoch   5 Batch 1034/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.741, Loss:  0.548
Epoch   5 Batch 1035/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.729, Loss:  0.478
Epoch   5 Batch 1036/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.729, Loss:  0.523
Epoch   5 Batch 1037/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.737, Loss:  0.558
Epoch   5 Batch 1038/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.737, Loss:  0.515
Epoch   5 Batch 1039/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.740, Loss:  0.497
Epoch   5 Batch 1040/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.746, Loss:  0.545
Epoch   5 Batch 1041/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.745, Loss:  0.558
Epoch   5 Batch 1042/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.733, Loss:  0.520
Epoch   5 Batch 1043/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.739, Loss:  0.560
Epoch   5 Batch 1044/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.744, Loss:  0.522
Epoch   5 Batch 1045/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.750, Loss:  0.532
Epoch   5 Batch 1046/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.747, Loss:  0.476
Epoch   5 Batch 1047/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.736, Loss:  0.509
Epoch   5 Batch 1048/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.738, Loss:  0.534
Epoch   5 Batch 1049/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.745, Loss:  0.557
Epoch   5 Batch 1050/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.742, Loss:  0.536
Epoch   5 Batch 1051/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.735, Loss:  0.507
Epoch   5 Batch 1052/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.737, Loss:  0.485
Epoch   5 Batch 1053/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.735, Loss:  0.530
Epoch   5 Batch 1054/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.731, Loss:  0.532
Epoch   5 Batch 1055/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.728, Loss:  0.521
Epoch   5 Batch 1056/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.725, Loss:  0.510
Epoch   5 Batch 1057/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.726, Loss:  0.549
Epoch   5 Batch 1058/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.729, Loss:  0.579
Epoch   5 Batch 1059/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.730, Loss:  0.583
Epoch   5 Batch 1060/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.732, Loss:  0.494
Epoch   5 Batch 1061/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.738, Loss:  0.558
Epoch   5 Batch 1062/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.738, Loss:  0.525
Epoch   5 Batch 1063/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.743, Loss:  0.518
Epoch   5 Batch 1064/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.743, Loss:  0.525
Epoch   5 Batch 1065/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.742, Loss:  0.513
Epoch   5 Batch 1066/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.739, Loss:  0.505
Epoch   5 Batch 1067/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.745, Loss:  0.538
Epoch   5 Batch 1068/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.739, Loss:  0.514
Epoch   5 Batch 1069/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.733, Loss:  0.483
Epoch   5 Batch 1070/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.736, Loss:  0.533
Epoch   5 Batch 1071/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.741, Loss:  0.501
Epoch   5 Batch 1072/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.746, Loss:  0.524
Epoch   5 Batch 1073/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.741, Loss:  0.559
Epoch   5 Batch 1074/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.741, Loss:  0.532
Epoch   5 Batch 1075/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.737, Loss:  0.559
Epoch   6 Batch    0/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.735, Loss:  0.470
Epoch   6 Batch    1/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.739, Loss:  0.527
Epoch   6 Batch    2/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.741, Loss:  0.546
Epoch   6 Batch    3/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.737, Loss:  0.529
Epoch   6 Batch    4/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.743, Loss:  0.527
Epoch   6 Batch    5/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.746, Loss:  0.550
Epoch   6 Batch    6/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.750, Loss:  0.515
Epoch   6 Batch    7/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.749, Loss:  0.517
Epoch   6 Batch    8/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.746, Loss:  0.505
Epoch   6 Batch    9/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.525
Epoch   6 Batch   10/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.745, Loss:  0.526
Epoch   6 Batch   11/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.749, Loss:  0.517
Epoch   6 Batch   12/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.745, Loss:  0.542
Epoch   6 Batch   13/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.746, Loss:  0.525
Epoch   6 Batch   14/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.741, Loss:  0.473
Epoch   6 Batch   15/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.739, Loss:  0.499
Epoch   6 Batch   16/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.736, Loss:  0.529
Epoch   6 Batch   17/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.737, Loss:  0.509
Epoch   6 Batch   18/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.738, Loss:  0.535
Epoch   6 Batch   19/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.737, Loss:  0.522
Epoch   6 Batch   20/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.739, Loss:  0.499
Epoch   6 Batch   21/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.740, Loss:  0.563
Epoch   6 Batch   22/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.740, Loss:  0.528
Epoch   6 Batch   23/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.735, Loss:  0.527
Epoch   6 Batch   24/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.731, Loss:  0.514
Epoch   6 Batch   25/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.735, Loss:  0.495
Epoch   6 Batch   26/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.737, Loss:  0.550
Epoch   6 Batch   27/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.737, Loss:  0.496
Epoch   6 Batch   28/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.733, Loss:  0.513
Epoch   6 Batch   29/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.734, Loss:  0.512
Epoch   6 Batch   30/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.732, Loss:  0.514
Epoch   6 Batch   31/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.730, Loss:  0.517
Epoch   6 Batch   32/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.732, Loss:  0.487
Epoch   6 Batch   33/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.733, Loss:  0.499
Epoch   6 Batch   34/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.733, Loss:  0.519
Epoch   6 Batch   35/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.737, Loss:  0.508
Epoch   6 Batch   36/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.738, Loss:  0.510
Epoch   6 Batch   37/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.734, Loss:  0.540
Epoch   6 Batch   38/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.739, Loss:  0.570
Epoch   6 Batch   39/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.747, Loss:  0.580
Epoch   6 Batch   40/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.743, Loss:  0.508
Epoch   6 Batch   41/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.736, Loss:  0.540
Epoch   6 Batch   42/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.733, Loss:  0.542
Epoch   6 Batch   43/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.728, Loss:  0.532
Epoch   6 Batch   44/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.736, Loss:  0.539
Epoch   6 Batch   45/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.735, Loss:  0.523
Epoch   6 Batch   46/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.732, Loss:  0.566
Epoch   6 Batch   47/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.733, Loss:  0.509
Epoch   6 Batch   48/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.730, Loss:  0.570
Epoch   6 Batch   49/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.734, Loss:  0.513
Epoch   6 Batch   50/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.735, Loss:  0.516
Epoch   6 Batch   51/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.725, Loss:  0.508
Epoch   6 Batch   52/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.723, Loss:  0.539
Epoch   6 Batch   53/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.723, Loss:  0.523
Epoch   6 Batch   54/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.727, Loss:  0.578
Epoch   6 Batch   55/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.727, Loss:  0.506
Epoch   6 Batch   56/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.724, Loss:  0.494
Epoch   6 Batch   57/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.722, Loss:  0.485
Epoch   6 Batch   58/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.720, Loss:  0.507
Epoch   6 Batch   59/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.722, Loss:  0.530
Epoch   6 Batch   60/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.723, Loss:  0.510
Epoch   6 Batch   61/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.730, Loss:  0.545
Epoch   6 Batch   62/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.727, Loss:  0.571
Epoch   6 Batch   63/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.731, Loss:  0.492
Epoch   6 Batch   64/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.727, Loss:  0.508
Epoch   6 Batch   65/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.726, Loss:  0.534
Epoch   6 Batch   66/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.729, Loss:  0.507
Epoch   6 Batch   67/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.731, Loss:  0.499
Epoch   6 Batch   68/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.731, Loss:  0.548
Epoch   6 Batch   69/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.734, Loss:  0.567
Epoch   6 Batch   70/1077 - Train Accuracy:  0.690, Validation Accuracy:  0.734, Loss:  0.537
Epoch   6 Batch   71/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.730, Loss:  0.504
Epoch   6 Batch   72/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.728, Loss:  0.519
Epoch   6 Batch   73/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.724, Loss:  0.527
Epoch   6 Batch   74/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.729, Loss:  0.477
Epoch   6 Batch   75/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.733, Loss:  0.529
Epoch   6 Batch   76/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.738, Loss:  0.489
Epoch   6 Batch   77/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.740, Loss:  0.532
Epoch   6 Batch   78/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.744, Loss:  0.540
Epoch   6 Batch   79/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.748, Loss:  0.523
Epoch   6 Batch   80/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.740, Loss:  0.540
Epoch   6 Batch   81/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.738, Loss:  0.520
Epoch   6 Batch   82/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.735, Loss:  0.452
Epoch   6 Batch   83/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.741, Loss:  0.544
Epoch   6 Batch   84/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.745, Loss:  0.518
Epoch   6 Batch   85/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.742, Loss:  0.487
Epoch   6 Batch   86/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.530
Epoch   6 Batch   87/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.744, Loss:  0.525
Epoch   6 Batch   88/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.746, Loss:  0.527
Epoch   6 Batch   89/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.746, Loss:  0.525
Epoch   6 Batch   90/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.741, Loss:  0.533
Epoch   6 Batch   91/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.742, Loss:  0.462
Epoch   6 Batch   92/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.739, Loss:  0.512
Epoch   6 Batch   93/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.743, Loss:  0.516
Epoch   6 Batch   94/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.746, Loss:  0.503
Epoch   6 Batch   95/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.744, Loss:  0.522
Epoch   6 Batch   96/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.741, Loss:  0.499
Epoch   6 Batch   97/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.740, Loss:  0.502
Epoch   6 Batch   98/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.742, Loss:  0.502
Epoch   6 Batch   99/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.745, Loss:  0.538
Epoch   6 Batch  100/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.748, Loss:  0.528
Epoch   6 Batch  101/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.744, Loss:  0.504
Epoch   6 Batch  102/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.743, Loss:  0.502
Epoch   6 Batch  103/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.742, Loss:  0.580
Epoch   6 Batch  104/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.745, Loss:  0.542
Epoch   6 Batch  105/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.736, Loss:  0.521
Epoch   6 Batch  106/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.731, Loss:  0.558
Epoch   6 Batch  107/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.731, Loss:  0.507
Epoch   6 Batch  108/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.730, Loss:  0.479
Epoch   6 Batch  109/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.730, Loss:  0.505
Epoch   6 Batch  110/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.737, Loss:  0.485
Epoch   6 Batch  111/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.739, Loss:  0.527
Epoch   6 Batch  112/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.746, Loss:  0.527
Epoch   6 Batch  113/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.744, Loss:  0.526
Epoch   6 Batch  114/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.743, Loss:  0.491
Epoch   6 Batch  115/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.740, Loss:  0.529
Epoch   6 Batch  116/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.752, Loss:  0.551
Epoch   6 Batch  117/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.754, Loss:  0.541
Epoch   6 Batch  118/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.753, Loss:  0.548
Epoch   6 Batch  119/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.751, Loss:  0.521
Epoch   6 Batch  120/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.752, Loss:  0.525
Epoch   6 Batch  121/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.749, Loss:  0.503
Epoch   6 Batch  122/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.748, Loss:  0.514
Epoch   6 Batch  123/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.739, Loss:  0.489
Epoch   6 Batch  124/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.733, Loss:  0.533
Epoch   6 Batch  125/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.739, Loss:  0.511
Epoch   6 Batch  126/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.734, Loss:  0.490
Epoch   6 Batch  127/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.738, Loss:  0.518
Epoch   6 Batch  128/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.744, Loss:  0.497
Epoch   6 Batch  129/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.738, Loss:  0.523
Epoch   6 Batch  130/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.734, Loss:  0.475
Epoch   6 Batch  131/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.736, Loss:  0.533
Epoch   6 Batch  132/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.730, Loss:  0.533
Epoch   6 Batch  133/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.729, Loss:  0.520
Epoch   6 Batch  134/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.737, Loss:  0.471
Epoch   6 Batch  135/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.734, Loss:  0.519
Epoch   6 Batch  136/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.738, Loss:  0.498
Epoch   6 Batch  137/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.741, Loss:  0.463
Epoch   6 Batch  138/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.743, Loss:  0.507
Epoch   6 Batch  139/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.740, Loss:  0.518
Epoch   6 Batch  140/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.739, Loss:  0.539
Epoch   6 Batch  141/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.738, Loss:  0.531
Epoch   6 Batch  142/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.745, Loss:  0.484
Epoch   6 Batch  143/1077 - Train Accuracy:  0.712, Validation Accuracy:  0.744, Loss:  0.527
Epoch   6 Batch  144/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.745, Loss:  0.577
Epoch   6 Batch  145/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.745, Loss:  0.512
Epoch   6 Batch  146/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.745, Loss:  0.540
Epoch   6 Batch  147/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.748, Loss:  0.570
Epoch   6 Batch  148/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.757, Loss:  0.532
Epoch   6 Batch  149/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.753, Loss:  0.527
Epoch   6 Batch  150/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.739, Loss:  0.518
Epoch   6 Batch  151/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.746, Loss:  0.479
Epoch   6 Batch  152/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.748, Loss:  0.530
Epoch   6 Batch  153/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.744, Loss:  0.536
Epoch   6 Batch  154/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.747, Loss:  0.532
Epoch   6 Batch  155/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.755, Loss:  0.506
Epoch   6 Batch  156/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.755, Loss:  0.516
Epoch   6 Batch  157/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.755, Loss:  0.513
Epoch   6 Batch  158/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.754, Loss:  0.499
Epoch   6 Batch  159/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.748, Loss:  0.472
Epoch   6 Batch  160/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.745, Loss:  0.488
Epoch   6 Batch  161/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.744, Loss:  0.520
Epoch   6 Batch  162/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.740, Loss:  0.545
Epoch   6 Batch  163/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.737, Loss:  0.571
Epoch   6 Batch  164/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.738, Loss:  0.516
Epoch   6 Batch  165/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.738, Loss:  0.520
Epoch   6 Batch  166/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.741, Loss:  0.518
Epoch   6 Batch  167/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.746, Loss:  0.557
Epoch   6 Batch  168/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.743, Loss:  0.523
Epoch   6 Batch  169/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.744, Loss:  0.521
Epoch   6 Batch  170/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.744, Loss:  0.554
Epoch   6 Batch  171/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.748, Loss:  0.481
Epoch   6 Batch  172/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.750, Loss:  0.483
Epoch   6 Batch  173/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.749, Loss:  0.560
Epoch   6 Batch  174/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.748, Loss:  0.503
Epoch   6 Batch  175/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.746, Loss:  0.503
Epoch   6 Batch  176/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.741, Loss:  0.528
Epoch   6 Batch  177/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.739, Loss:  0.546
Epoch   6 Batch  178/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.748, Loss:  0.516
Epoch   6 Batch  179/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.745, Loss:  0.550
Epoch   6 Batch  180/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.756, Loss:  0.509
Epoch   6 Batch  181/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.751, Loss:  0.538
Epoch   6 Batch  182/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.748, Loss:  0.522
Epoch   6 Batch  183/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.742, Loss:  0.526
Epoch   6 Batch  184/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.745, Loss:  0.514
Epoch   6 Batch  185/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.750, Loss:  0.540
Epoch   6 Batch  186/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.757, Loss:  0.538
Epoch   6 Batch  187/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.756, Loss:  0.531
Epoch   6 Batch  188/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.746, Loss:  0.511
Epoch   6 Batch  189/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.742, Loss:  0.513
Epoch   6 Batch  190/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.745, Loss:  0.516
Epoch   6 Batch  191/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.754, Loss:  0.458
Epoch   6 Batch  192/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.749, Loss:  0.537
Epoch   6 Batch  193/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.744, Loss:  0.499
Epoch   6 Batch  194/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.748, Loss:  0.480
Epoch   6 Batch  195/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.750, Loss:  0.513
Epoch   6 Batch  196/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.745, Loss:  0.527
Epoch   6 Batch  197/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.748, Loss:  0.519
Epoch   6 Batch  198/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.749, Loss:  0.475
Epoch   6 Batch  199/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.480
Epoch   6 Batch  200/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.741, Loss:  0.518
Epoch   6 Batch  201/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.736, Loss:  0.491
Epoch   6 Batch  202/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.733, Loss:  0.530
Epoch   6 Batch  203/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.736, Loss:  0.510
Epoch   6 Batch  204/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.730, Loss:  0.548
Epoch   6 Batch  205/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.735, Loss:  0.498
Epoch   6 Batch  206/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.735, Loss:  0.495
Epoch   6 Batch  207/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.739, Loss:  0.512
Epoch   6 Batch  208/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.741, Loss:  0.517
Epoch   6 Batch  209/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.741, Loss:  0.476
Epoch   6 Batch  210/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.741, Loss:  0.503
Epoch   6 Batch  211/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.739, Loss:  0.514
Epoch   6 Batch  212/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.737, Loss:  0.481
Epoch   6 Batch  213/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.739, Loss:  0.480
Epoch   6 Batch  214/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.738, Loss:  0.508
Epoch   6 Batch  215/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.740, Loss:  0.527
Epoch   6 Batch  216/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.741, Loss:  0.520
Epoch   6 Batch  217/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.743, Loss:  0.489
Epoch   6 Batch  218/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.747, Loss:  0.552
Epoch   6 Batch  219/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.745, Loss:  0.508
Epoch   6 Batch  220/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.744, Loss:  0.532
Epoch   6 Batch  221/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.750, Loss:  0.530
Epoch   6 Batch  222/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.753, Loss:  0.551
Epoch   6 Batch  223/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.742, Loss:  0.485
Epoch   6 Batch  224/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.744, Loss:  0.522
Epoch   6 Batch  225/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.743, Loss:  0.506
Epoch   6 Batch  226/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.742, Loss:  0.513
Epoch   6 Batch  227/1077 - Train Accuracy:  0.695, Validation Accuracy:  0.748, Loss:  0.556
Epoch   6 Batch  228/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.749, Loss:  0.496
Epoch   6 Batch  229/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.744, Loss:  0.525
Epoch   6 Batch  230/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.743, Loss:  0.475
Epoch   6 Batch  231/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.743, Loss:  0.534
Epoch   6 Batch  232/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.744, Loss:  0.540
Epoch   6 Batch  233/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.747, Loss:  0.536
Epoch   6 Batch  234/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.743, Loss:  0.523
Epoch   6 Batch  235/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.748, Loss:  0.467
Epoch   6 Batch  236/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.757, Loss:  0.540
Epoch   6 Batch  237/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.750, Loss:  0.482
Epoch   6 Batch  238/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.752, Loss:  0.503
Epoch   6 Batch  239/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.750, Loss:  0.480
Epoch   6 Batch  240/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.748, Loss:  0.487
Epoch   6 Batch  241/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.743, Loss:  0.476
Epoch   6 Batch  242/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.741, Loss:  0.529
Epoch   6 Batch  243/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.739, Loss:  0.525
Epoch   6 Batch  244/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.737, Loss:  0.502
Epoch   6 Batch  245/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.744, Loss:  0.472
Epoch   6 Batch  246/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.742, Loss:  0.518
Epoch   6 Batch  247/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.745, Loss:  0.477
Epoch   6 Batch  248/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.745, Loss:  0.493
Epoch   6 Batch  249/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.750, Loss:  0.490
Epoch   6 Batch  250/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.750, Loss:  0.475
Epoch   6 Batch  251/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.750, Loss:  0.532
Epoch   6 Batch  252/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.751, Loss:  0.505
Epoch   6 Batch  253/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.753, Loss:  0.484
Epoch   6 Batch  254/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.752, Loss:  0.510
Epoch   6 Batch  255/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.742, Loss:  0.502
Epoch   6 Batch  256/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.735, Loss:  0.539
Epoch   6 Batch  257/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.736, Loss:  0.497
Epoch   6 Batch  258/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.741, Loss:  0.499
Epoch   6 Batch  259/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.750, Loss:  0.505
Epoch   6 Batch  260/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.744, Loss:  0.471
Epoch   6 Batch  261/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.748, Loss:  0.503
Epoch   6 Batch  262/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.751, Loss:  0.501
Epoch   6 Batch  263/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.748, Loss:  0.495
Epoch   6 Batch  264/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.750, Loss:  0.519
Epoch   6 Batch  265/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.748, Loss:  0.526
Epoch   6 Batch  266/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.744, Loss:  0.492
Epoch   6 Batch  267/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.746, Loss:  0.488
Epoch   6 Batch  268/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.757, Loss:  0.523
Epoch   6 Batch  269/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.755, Loss:  0.546
Epoch   6 Batch  270/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.754, Loss:  0.540
Epoch   6 Batch  271/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.753, Loss:  0.483
Epoch   6 Batch  272/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.754, Loss:  0.538
Epoch   6 Batch  273/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.751, Loss:  0.484
Epoch   6 Batch  274/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.740, Loss:  0.495
Epoch   6 Batch  275/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.738, Loss:  0.495
Epoch   6 Batch  276/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.739, Loss:  0.541
Epoch   6 Batch  277/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.734, Loss:  0.467
Epoch   6 Batch  278/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.738, Loss:  0.537
Epoch   6 Batch  279/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.742, Loss:  0.587
Epoch   6 Batch  280/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.744, Loss:  0.517
Epoch   6 Batch  281/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.744, Loss:  0.521
Epoch   6 Batch  282/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.737, Loss:  0.554
Epoch   6 Batch  283/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.736, Loss:  0.512
Epoch   6 Batch  284/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.744, Loss:  0.551
Epoch   6 Batch  285/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.745, Loss:  0.497
Epoch   6 Batch  286/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.747, Loss:  0.491
Epoch   6 Batch  287/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.745, Loss:  0.505
Epoch   6 Batch  288/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.743, Loss:  0.538
Epoch   6 Batch  289/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.739, Loss:  0.492
Epoch   6 Batch  290/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.732, Loss:  0.518
Epoch   6 Batch  291/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.726, Loss:  0.531
Epoch   6 Batch  292/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.735, Loss:  0.496
Epoch   6 Batch  293/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.738, Loss:  0.527
Epoch   6 Batch  294/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.734, Loss:  0.473
Epoch   6 Batch  295/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.730, Loss:  0.542
Epoch   6 Batch  296/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.732, Loss:  0.481
Epoch   6 Batch  297/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.736, Loss:  0.543
Epoch   6 Batch  298/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.740, Loss:  0.548
Epoch   6 Batch  299/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.745, Loss:  0.504
Epoch   6 Batch  300/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.747, Loss:  0.523
Epoch   6 Batch  301/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.741, Loss:  0.498
Epoch   6 Batch  302/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.729, Loss:  0.501
Epoch   6 Batch  303/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.730, Loss:  0.534
Epoch   6 Batch  304/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.730, Loss:  0.492
Epoch   6 Batch  305/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.730, Loss:  0.505
Epoch   6 Batch  306/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.728, Loss:  0.503
Epoch   6 Batch  307/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.727, Loss:  0.526
Epoch   6 Batch  308/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.729, Loss:  0.557
Epoch   6 Batch  309/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.730, Loss:  0.471
Epoch   6 Batch  310/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.732, Loss:  0.520
Epoch   6 Batch  311/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.733, Loss:  0.490
Epoch   6 Batch  312/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.734, Loss:  0.549
Epoch   6 Batch  313/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.731, Loss:  0.496
Epoch   6 Batch  314/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.732, Loss:  0.515
Epoch   6 Batch  315/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.733, Loss:  0.483
Epoch   6 Batch  316/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.739, Loss:  0.488
Epoch   6 Batch  317/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.738, Loss:  0.543
Epoch   6 Batch  318/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.738, Loss:  0.517
Epoch   6 Batch  319/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.734, Loss:  0.510
Epoch   6 Batch  320/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.729, Loss:  0.512
Epoch   6 Batch  321/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.727, Loss:  0.505
Epoch   6 Batch  322/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.734, Loss:  0.486
Epoch   6 Batch  323/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.732, Loss:  0.504
Epoch   6 Batch  324/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.732, Loss:  0.518
Epoch   6 Batch  325/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.734, Loss:  0.489
Epoch   6 Batch  326/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.736, Loss:  0.504
Epoch   6 Batch  327/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.739, Loss:  0.529
Epoch   6 Batch  328/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.739, Loss:  0.526
Epoch   6 Batch  329/1077 - Train Accuracy:  0.707, Validation Accuracy:  0.740, Loss:  0.536
Epoch   6 Batch  330/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.746, Loss:  0.510
Epoch   6 Batch  331/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.742, Loss:  0.529
Epoch   6 Batch  332/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.740, Loss:  0.466
Epoch   6 Batch  333/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.734, Loss:  0.497
Epoch   6 Batch  334/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.737, Loss:  0.508
Epoch   6 Batch  335/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.732, Loss:  0.483
Epoch   6 Batch  336/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.738, Loss:  0.544
Epoch   6 Batch  337/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.744, Loss:  0.542
Epoch   6 Batch  338/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.749, Loss:  0.575
Epoch   6 Batch  339/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.754, Loss:  0.477
Epoch   6 Batch  340/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.753, Loss:  0.519
Epoch   6 Batch  341/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.753, Loss:  0.552
Epoch   6 Batch  342/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.754, Loss:  0.478
Epoch   6 Batch  343/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.753, Loss:  0.506
Epoch   6 Batch  344/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.753, Loss:  0.501
Epoch   6 Batch  345/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.754, Loss:  0.498
Epoch   6 Batch  346/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.750, Loss:  0.523
Epoch   6 Batch  347/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.742, Loss:  0.475
Epoch   6 Batch  348/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.741, Loss:  0.486
Epoch   6 Batch  349/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.744, Loss:  0.519
Epoch   6 Batch  350/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.732, Loss:  0.511
Epoch   6 Batch  351/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.736, Loss:  0.539
Epoch   6 Batch  352/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.733, Loss:  0.513
Epoch   6 Batch  353/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.731, Loss:  0.557
Epoch   6 Batch  354/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.730, Loss:  0.535
Epoch   6 Batch  355/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.732, Loss:  0.518
Epoch   6 Batch  356/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.735, Loss:  0.517
Epoch   6 Batch  357/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.734, Loss:  0.485
Epoch   6 Batch  358/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.743, Loss:  0.525
Epoch   6 Batch  359/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.744, Loss:  0.507
Epoch   6 Batch  360/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.753, Loss:  0.520
Epoch   6 Batch  361/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.749, Loss:  0.536
Epoch   6 Batch  362/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.740, Loss:  0.503
Epoch   6 Batch  363/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.744, Loss:  0.530
Epoch   6 Batch  364/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.747, Loss:  0.539
Epoch   6 Batch  365/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.742, Loss:  0.492
Epoch   6 Batch  366/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.746, Loss:  0.536
Epoch   6 Batch  367/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.747, Loss:  0.463
Epoch   6 Batch  368/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.739, Loss:  0.512
Epoch   6 Batch  369/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.735, Loss:  0.502
Epoch   6 Batch  370/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.743, Loss:  0.493
Epoch   6 Batch  371/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.744, Loss:  0.508
Epoch   6 Batch  372/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.746, Loss:  0.479
Epoch   6 Batch  373/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.741, Loss:  0.465
Epoch   6 Batch  374/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.745, Loss:  0.553
Epoch   6 Batch  375/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.748, Loss:  0.475
Epoch   6 Batch  376/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.743, Loss:  0.480
Epoch   6 Batch  377/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.739, Loss:  0.522
Epoch   6 Batch  378/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.745, Loss:  0.477
Epoch   6 Batch  379/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.744, Loss:  0.534
Epoch   6 Batch  380/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.747, Loss:  0.491
Epoch   6 Batch  381/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.744, Loss:  0.515
Epoch   6 Batch  382/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.743, Loss:  0.540
Epoch   6 Batch  383/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.748, Loss:  0.501
Epoch   6 Batch  384/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.744, Loss:  0.497
Epoch   6 Batch  385/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.746, Loss:  0.517
Epoch   6 Batch  386/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.745, Loss:  0.492
Epoch   6 Batch  387/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.744, Loss:  0.486
Epoch   6 Batch  388/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.750, Loss:  0.505
Epoch   6 Batch  389/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.751, Loss:  0.507
Epoch   6 Batch  390/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.756, Loss:  0.539
Epoch   6 Batch  391/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.756, Loss:  0.506
Epoch   6 Batch  392/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.751, Loss:  0.494
Epoch   6 Batch  393/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.749, Loss:  0.468
Epoch   6 Batch  394/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.750, Loss:  0.525
Epoch   6 Batch  395/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.748, Loss:  0.477
Epoch   6 Batch  396/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.746, Loss:  0.514
Epoch   6 Batch  397/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.747, Loss:  0.517
Epoch   6 Batch  398/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.749, Loss:  0.543
Epoch   6 Batch  399/1077 - Train Accuracy:  0.702, Validation Accuracy:  0.751, Loss:  0.561
Epoch   6 Batch  400/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.750, Loss:  0.534
Epoch   6 Batch  401/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.747, Loss:  0.502
Epoch   6 Batch  402/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.749, Loss:  0.477
Epoch   6 Batch  403/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.762, Loss:  0.519
Epoch   6 Batch  404/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.750, Loss:  0.477
Epoch   6 Batch  405/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.749, Loss:  0.523
Epoch   6 Batch  406/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.747, Loss:  0.490
Epoch   6 Batch  407/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.748, Loss:  0.547
Epoch   6 Batch  408/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.745, Loss:  0.522
Epoch   6 Batch  409/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.748, Loss:  0.540
Epoch   6 Batch  410/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.750, Loss:  0.539
Epoch   6 Batch  411/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.752, Loss:  0.502
Epoch   6 Batch  412/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.756, Loss:  0.478
Epoch   6 Batch  413/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.757, Loss:  0.503
Epoch   6 Batch  414/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.757, Loss:  0.533
Epoch   6 Batch  415/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.757, Loss:  0.503
Epoch   6 Batch  416/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.757, Loss:  0.494
Epoch   6 Batch  417/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.762, Loss:  0.527
Epoch   6 Batch  418/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.761, Loss:  0.497
Epoch   6 Batch  419/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.758, Loss:  0.518
Epoch   6 Batch  420/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.762, Loss:  0.482
Epoch   6 Batch  421/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.761, Loss:  0.522
Epoch   6 Batch  422/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.768, Loss:  0.503
Epoch   6 Batch  423/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.768, Loss:  0.525
Epoch   6 Batch  424/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.767, Loss:  0.517
Epoch   6 Batch  425/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.771, Loss:  0.484
Epoch   6 Batch  426/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.766, Loss:  0.538
Epoch   6 Batch  427/1077 - Train Accuracy:  0.714, Validation Accuracy:  0.769, Loss:  0.516
Epoch   6 Batch  428/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.759, Loss:  0.469
Epoch   6 Batch  429/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.750, Loss:  0.500
Epoch   6 Batch  430/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.744, Loss:  0.504
Epoch   6 Batch  431/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.754, Loss:  0.511
Epoch   6 Batch  432/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.756, Loss:  0.509
Epoch   6 Batch  433/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.752, Loss:  0.528
Epoch   6 Batch  434/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.749, Loss:  0.507
Epoch   6 Batch  435/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.751, Loss:  0.534
Epoch   6 Batch  436/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.743, Loss:  0.498
Epoch   6 Batch  437/1077 - Train Accuracy:  0.716, Validation Accuracy:  0.736, Loss:  0.513
Epoch   6 Batch  438/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.735, Loss:  0.507
Epoch   6 Batch  439/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.747, Loss:  0.545
Epoch   6 Batch  440/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.739, Loss:  0.508
Epoch   6 Batch  441/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.740, Loss:  0.525
Epoch   6 Batch  442/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.740, Loss:  0.505
Epoch   6 Batch  443/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.742, Loss:  0.494
Epoch   6 Batch  444/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.741, Loss:  0.496
Epoch   6 Batch  445/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.744, Loss:  0.539
Epoch   6 Batch  446/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.740, Loss:  0.447
Epoch   6 Batch  447/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.738, Loss:  0.527
Epoch   6 Batch  448/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.740, Loss:  0.527
Epoch   6 Batch  449/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.732, Loss:  0.536
Epoch   6 Batch  450/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.726, Loss:  0.514
Epoch   6 Batch  451/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.737, Loss:  0.500
Epoch   6 Batch  452/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.739, Loss:  0.514
Epoch   6 Batch  453/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.744, Loss:  0.493
Epoch   6 Batch  454/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.749, Loss:  0.508
Epoch   6 Batch  455/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.745, Loss:  0.484
Epoch   6 Batch  456/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.747, Loss:  0.513
Epoch   6 Batch  457/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.742, Loss:  0.488
Epoch   6 Batch  458/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.743, Loss:  0.536
Epoch   6 Batch  459/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.742, Loss:  0.486
Epoch   6 Batch  460/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.738, Loss:  0.535
Epoch   6 Batch  461/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.751, Loss:  0.532
Epoch   6 Batch  462/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.752, Loss:  0.501
Epoch   6 Batch  463/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.760, Loss:  0.513
Epoch   6 Batch  464/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.759, Loss:  0.495
Epoch   6 Batch  465/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.752, Loss:  0.560
Epoch   6 Batch  466/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.757, Loss:  0.462
Epoch   6 Batch  467/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.752, Loss:  0.482
Epoch   6 Batch  468/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.751, Loss:  0.509
Epoch   6 Batch  469/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.751, Loss:  0.520
Epoch   6 Batch  470/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.749, Loss:  0.537
Epoch   6 Batch  471/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.747, Loss:  0.486
Epoch   6 Batch  472/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.750, Loss:  0.491
Epoch   6 Batch  473/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.748, Loss:  0.526
Epoch   6 Batch  474/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.746, Loss:  0.521
Epoch   6 Batch  475/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.751, Loss:  0.481
Epoch   6 Batch  476/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.751, Loss:  0.499
Epoch   6 Batch  477/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.751, Loss:  0.473
Epoch   6 Batch  478/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.750, Loss:  0.536
Epoch   6 Batch  479/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.750, Loss:  0.529
Epoch   6 Batch  480/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.750, Loss:  0.535
Epoch   6 Batch  481/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.757, Loss:  0.517
Epoch   6 Batch  482/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.755, Loss:  0.546
Epoch   6 Batch  483/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.754, Loss:  0.505
Epoch   6 Batch  484/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.751, Loss:  0.502
Epoch   6 Batch  485/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.755, Loss:  0.517
Epoch   6 Batch  486/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.753, Loss:  0.513
Epoch   6 Batch  487/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.754, Loss:  0.516
Epoch   6 Batch  488/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.750, Loss:  0.511
Epoch   6 Batch  489/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.750, Loss:  0.496
Epoch   6 Batch  490/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.752, Loss:  0.519
Epoch   6 Batch  491/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.750, Loss:  0.515
Epoch   6 Batch  492/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.750, Loss:  0.524
Epoch   6 Batch  493/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.752, Loss:  0.457
Epoch   6 Batch  494/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.754, Loss:  0.490
Epoch   6 Batch  495/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.747, Loss:  0.498
Epoch   6 Batch  496/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.743, Loss:  0.509
Epoch   6 Batch  497/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.740, Loss:  0.542
Epoch   6 Batch  498/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.738, Loss:  0.507
Epoch   6 Batch  499/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.748, Loss:  0.485
Epoch   6 Batch  500/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.751, Loss:  0.511
Epoch   6 Batch  501/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.752, Loss:  0.539
Epoch   6 Batch  502/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.750, Loss:  0.513
Epoch   6 Batch  503/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.752, Loss:  0.503
Epoch   6 Batch  504/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.757, Loss:  0.510
Epoch   6 Batch  505/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.755, Loss:  0.449
Epoch   6 Batch  506/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.755, Loss:  0.503
Epoch   6 Batch  507/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.754, Loss:  0.497
Epoch   6 Batch  508/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.753, Loss:  0.483
Epoch   6 Batch  509/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.751, Loss:  0.539
Epoch   6 Batch  510/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.739, Loss:  0.484
Epoch   6 Batch  511/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.741, Loss:  0.517
Epoch   6 Batch  512/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.749, Loss:  0.517
Epoch   6 Batch  513/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.746, Loss:  0.507
Epoch   6 Batch  514/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.743, Loss:  0.520
Epoch   6 Batch  515/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.742, Loss:  0.530
Epoch   6 Batch  516/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.743, Loss:  0.467
Epoch   6 Batch  517/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.749, Loss:  0.509
Epoch   6 Batch  518/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.748, Loss:  0.494
Epoch   6 Batch  519/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.754, Loss:  0.489
Epoch   6 Batch  520/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.750, Loss:  0.481
Epoch   6 Batch  521/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.740, Loss:  0.487
Epoch   6 Batch  522/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.747, Loss:  0.530
Epoch   6 Batch  523/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.746, Loss:  0.514
Epoch   6 Batch  524/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.512
Epoch   6 Batch  525/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.743, Loss:  0.524
Epoch   6 Batch  526/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.747, Loss:  0.505
Epoch   6 Batch  527/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.751, Loss:  0.511
Epoch   6 Batch  528/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.754, Loss:  0.498
Epoch   6 Batch  529/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.756, Loss:  0.497
Epoch   6 Batch  530/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.757, Loss:  0.506
Epoch   6 Batch  531/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.757, Loss:  0.493
Epoch   6 Batch  532/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.757, Loss:  0.532
Epoch   6 Batch  533/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.757, Loss:  0.526
Epoch   6 Batch  534/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.754, Loss:  0.494
Epoch   6 Batch  535/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.756, Loss:  0.499
Epoch   6 Batch  536/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.754, Loss:  0.501
Epoch   6 Batch  537/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.750, Loss:  0.517
Epoch   6 Batch  538/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.749, Loss:  0.475
Epoch   6 Batch  539/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.750, Loss:  0.529
Epoch   6 Batch  540/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.748, Loss:  0.462
Epoch   6 Batch  541/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.748, Loss:  0.502
Epoch   6 Batch  542/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.747, Loss:  0.494
Epoch   6 Batch  543/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.508
Epoch   6 Batch  544/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.744, Loss:  0.502
Epoch   6 Batch  545/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.750, Loss:  0.537
Epoch   6 Batch  546/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.752, Loss:  0.536
Epoch   6 Batch  547/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.750, Loss:  0.497
Epoch   6 Batch  548/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.746, Loss:  0.495
Epoch   6 Batch  549/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.748, Loss:  0.541
Epoch   6 Batch  550/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.747, Loss:  0.521
Epoch   6 Batch  551/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.752, Loss:  0.523
Epoch   6 Batch  552/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.753, Loss:  0.519
Epoch   6 Batch  553/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.755, Loss:  0.522
Epoch   6 Batch  554/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.752, Loss:  0.519
Epoch   6 Batch  555/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.760, Loss:  0.515
Epoch   6 Batch  556/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.755, Loss:  0.482
Epoch   6 Batch  557/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.750, Loss:  0.487
Epoch   6 Batch  558/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.751, Loss:  0.491
Epoch   6 Batch  559/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.756, Loss:  0.516
Epoch   6 Batch  560/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.755, Loss:  0.486
Epoch   6 Batch  561/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.749, Loss:  0.474
Epoch   6 Batch  562/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.753, Loss:  0.455
Epoch   6 Batch  563/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.756, Loss:  0.524
Epoch   6 Batch  564/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.752, Loss:  0.528
Epoch   6 Batch  565/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.750, Loss:  0.512
Epoch   6 Batch  566/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.743, Loss:  0.539
Epoch   6 Batch  567/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.743, Loss:  0.509
Epoch   6 Batch  568/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.744, Loss:  0.494
Epoch   6 Batch  569/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.747, Loss:  0.517
Epoch   6 Batch  570/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.744, Loss:  0.528
Epoch   6 Batch  571/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.740, Loss:  0.467
Epoch   6 Batch  572/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.746, Loss:  0.483
Epoch   6 Batch  573/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.744, Loss:  0.528
Epoch   6 Batch  574/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.743, Loss:  0.539
Epoch   6 Batch  575/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.741, Loss:  0.506
Epoch   6 Batch  576/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.740, Loss:  0.519
Epoch   6 Batch  577/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.739, Loss:  0.531
Epoch   6 Batch  578/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.740, Loss:  0.520
Epoch   6 Batch  579/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.745, Loss:  0.479
Epoch   6 Batch  580/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.746, Loss:  0.474
Epoch   6 Batch  581/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.749, Loss:  0.494
Epoch   6 Batch  582/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.749, Loss:  0.512
Epoch   6 Batch  583/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.743, Loss:  0.518
Epoch   6 Batch  584/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.743, Loss:  0.507
Epoch   6 Batch  585/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.750, Loss:  0.466
Epoch   6 Batch  586/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.755, Loss:  0.538
Epoch   6 Batch  587/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.746, Loss:  0.492
Epoch   6 Batch  588/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.746, Loss:  0.497
Epoch   6 Batch  589/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.744, Loss:  0.533
Epoch   6 Batch  590/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.740, Loss:  0.527
Epoch   6 Batch  591/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.744, Loss:  0.490
Epoch   6 Batch  592/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.749, Loss:  0.523
Epoch   6 Batch  593/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.740, Loss:  0.500
Epoch   6 Batch  594/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.739, Loss:  0.507
Epoch   6 Batch  595/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.742, Loss:  0.532
Epoch   6 Batch  596/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.736, Loss:  0.518
Epoch   6 Batch  597/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.733, Loss:  0.500
Epoch   6 Batch  598/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.736, Loss:  0.499
Epoch   6 Batch  599/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.740, Loss:  0.574
Epoch   6 Batch  600/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.745, Loss:  0.488
Epoch   6 Batch  601/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.743, Loss:  0.500
Epoch   6 Batch  602/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.746, Loss:  0.492
Epoch   6 Batch  603/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.746, Loss:  0.512
Epoch   6 Batch  604/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.743, Loss:  0.523
Epoch   6 Batch  605/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.743, Loss:  0.553
Epoch   6 Batch  606/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.748, Loss:  0.460
Epoch   6 Batch  607/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.754, Loss:  0.472
Epoch   6 Batch  608/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.754, Loss:  0.536
Epoch   6 Batch  609/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.753, Loss:  0.530
Epoch   6 Batch  610/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.748, Loss:  0.534
Epoch   6 Batch  611/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.741, Loss:  0.517
Epoch   6 Batch  612/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.744, Loss:  0.472
Epoch   6 Batch  613/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.752, Loss:  0.536
Epoch   6 Batch  614/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.749, Loss:  0.495
Epoch   6 Batch  615/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.751, Loss:  0.495
Epoch   6 Batch  616/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.757, Loss:  0.539
Epoch   6 Batch  617/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.749, Loss:  0.493
Epoch   6 Batch  618/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.747, Loss:  0.503
Epoch   6 Batch  619/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.749, Loss:  0.519
Epoch   6 Batch  620/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.752, Loss:  0.483
Epoch   6 Batch  621/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.753, Loss:  0.512
Epoch   6 Batch  622/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.752, Loss:  0.531
Epoch   6 Batch  623/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.753, Loss:  0.517
Epoch   6 Batch  624/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.754, Loss:  0.463
Epoch   6 Batch  625/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.753, Loss:  0.515
Epoch   6 Batch  626/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.750, Loss:  0.443
Epoch   6 Batch  627/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.747, Loss:  0.504
Epoch   6 Batch  628/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.743, Loss:  0.540
Epoch   6 Batch  629/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.745, Loss:  0.519
Epoch   6 Batch  630/1077 - Train Accuracy:  0.710, Validation Accuracy:  0.744, Loss:  0.523
Epoch   6 Batch  631/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.747, Loss:  0.493
Epoch   6 Batch  632/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.751, Loss:  0.511
Epoch   6 Batch  633/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.750, Loss:  0.501
Epoch   6 Batch  634/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.754, Loss:  0.467
Epoch   6 Batch  635/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.752, Loss:  0.541
Epoch   6 Batch  636/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.749, Loss:  0.480
Epoch   6 Batch  637/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.751, Loss:  0.518
Epoch   6 Batch  638/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.746, Loss:  0.504
Epoch   6 Batch  639/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.750, Loss:  0.516
Epoch   6 Batch  640/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.754, Loss:  0.490
Epoch   6 Batch  641/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.748, Loss:  0.480
Epoch   6 Batch  642/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.753, Loss:  0.497
Epoch   6 Batch  643/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.748, Loss:  0.471
Epoch   6 Batch  644/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.745, Loss:  0.492
Epoch   6 Batch  645/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.749, Loss:  0.504
Epoch   6 Batch  646/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.753, Loss:  0.483
Epoch   6 Batch  647/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.751, Loss:  0.512
Epoch   6 Batch  648/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.759, Loss:  0.476
Epoch   6 Batch  649/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.761, Loss:  0.525
Epoch   6 Batch  650/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.753, Loss:  0.520
Epoch   6 Batch  651/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.760, Loss:  0.485
Epoch   6 Batch  652/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.762, Loss:  0.520
Epoch   6 Batch  653/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.761, Loss:  0.515
Epoch   6 Batch  654/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.758, Loss:  0.491
Epoch   6 Batch  655/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.753, Loss:  0.525
Epoch   6 Batch  656/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.753, Loss:  0.507
Epoch   6 Batch  657/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.752, Loss:  0.528
Epoch   6 Batch  658/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.755, Loss:  0.481
Epoch   6 Batch  659/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.759, Loss:  0.501
Epoch   6 Batch  660/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.762, Loss:  0.527
Epoch   6 Batch  661/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.768, Loss:  0.436
Epoch   6 Batch  662/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.768, Loss:  0.491
Epoch   6 Batch  663/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.766, Loss:  0.502
Epoch   6 Batch  664/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.755, Loss:  0.494
Epoch   6 Batch  665/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.752, Loss:  0.529
Epoch   6 Batch  666/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.752, Loss:  0.524
Epoch   6 Batch  667/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.750, Loss:  0.541
Epoch   6 Batch  668/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.757, Loss:  0.482
Epoch   6 Batch  669/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.756, Loss:  0.506
Epoch   6 Batch  670/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.751, Loss:  0.473
Epoch   6 Batch  671/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.753, Loss:  0.529
Epoch   6 Batch  672/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.751, Loss:  0.493
Epoch   6 Batch  673/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.749, Loss:  0.492
Epoch   6 Batch  674/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.749, Loss:  0.493
Epoch   6 Batch  675/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.749, Loss:  0.508
Epoch   6 Batch  676/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.749, Loss:  0.519
Epoch   6 Batch  677/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.751, Loss:  0.520
Epoch   6 Batch  678/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.747, Loss:  0.484
Epoch   6 Batch  679/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.749, Loss:  0.521
Epoch   6 Batch  680/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.751, Loss:  0.470
Epoch   6 Batch  681/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.749, Loss:  0.522
Epoch   6 Batch  682/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.751, Loss:  0.524
Epoch   6 Batch  683/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.741, Loss:  0.483
Epoch   6 Batch  684/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.744, Loss:  0.508
Epoch   6 Batch  685/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.755, Loss:  0.516
Epoch   6 Batch  686/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.754, Loss:  0.462
Epoch   6 Batch  687/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.748, Loss:  0.544
Epoch   6 Batch  688/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.748, Loss:  0.493
Epoch   6 Batch  689/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.748, Loss:  0.480
Epoch   6 Batch  690/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.756, Loss:  0.503
Epoch   6 Batch  691/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.759, Loss:  0.547
Epoch   6 Batch  692/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.759, Loss:  0.477
Epoch   6 Batch  693/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.759, Loss:  0.572
Epoch   6 Batch  694/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.753, Loss:  0.494
Epoch   6 Batch  695/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.757, Loss:  0.488
Epoch   6 Batch  696/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.757, Loss:  0.529
Epoch   6 Batch  697/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.756, Loss:  0.501
Epoch   6 Batch  698/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.758, Loss:  0.481
Epoch   6 Batch  699/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.759, Loss:  0.533
Epoch   6 Batch  700/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.757, Loss:  0.480
Epoch   6 Batch  701/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.756, Loss:  0.513
Epoch   6 Batch  702/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.754, Loss:  0.505
Epoch   6 Batch  703/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.753, Loss:  0.503
Epoch   6 Batch  704/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.752, Loss:  0.522
Epoch   6 Batch  705/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.757, Loss:  0.541
Epoch   6 Batch  706/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.757, Loss:  0.503
Epoch   6 Batch  707/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.754, Loss:  0.501
Epoch   6 Batch  708/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.754, Loss:  0.497
Epoch   6 Batch  709/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.752, Loss:  0.524
Epoch   6 Batch  710/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.745, Loss:  0.489
Epoch   6 Batch  711/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.749, Loss:  0.534
Epoch   6 Batch  712/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.759, Loss:  0.485
Epoch   6 Batch  713/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.761, Loss:  0.452
Epoch   6 Batch  714/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.757, Loss:  0.491
Epoch   6 Batch  715/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.748, Loss:  0.535
Epoch   6 Batch  716/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.752, Loss:  0.469
Epoch   6 Batch  717/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.756, Loss:  0.517
Epoch   6 Batch  718/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.751, Loss:  0.508
Epoch   6 Batch  719/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.756, Loss:  0.485
Epoch   6 Batch  720/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.756, Loss:  0.536
Epoch   6 Batch  721/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.749, Loss:  0.515
Epoch   6 Batch  722/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.750, Loss:  0.494
Epoch   6 Batch  723/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.751, Loss:  0.503
Epoch   6 Batch  724/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.751, Loss:  0.541
Epoch   6 Batch  725/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.739, Loss:  0.471
Epoch   6 Batch  726/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.737, Loss:  0.489
Epoch   6 Batch  727/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.747, Loss:  0.474
Epoch   6 Batch  728/1077 - Train Accuracy:  0.717, Validation Accuracy:  0.747, Loss:  0.486
Epoch   6 Batch  729/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.750, Loss:  0.528
Epoch   6 Batch  730/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.751, Loss:  0.525
Epoch   6 Batch  731/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.751, Loss:  0.490
Epoch   6 Batch  732/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.745, Loss:  0.532
Epoch   6 Batch  733/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.748, Loss:  0.525
Epoch   6 Batch  734/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.743, Loss:  0.536
Epoch   6 Batch  735/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.744, Loss:  0.480
Epoch   6 Batch  736/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.741, Loss:  0.490
Epoch   6 Batch  737/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.739, Loss:  0.520
Epoch   6 Batch  738/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.738, Loss:  0.426
Epoch   6 Batch  739/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.737, Loss:  0.481
Epoch   6 Batch  740/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.740, Loss:  0.489
Epoch   6 Batch  741/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.740, Loss:  0.520
Epoch   6 Batch  742/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.741, Loss:  0.510
Epoch   6 Batch  743/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.745, Loss:  0.512
Epoch   6 Batch  744/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.746, Loss:  0.471
Epoch   6 Batch  745/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.744, Loss:  0.498
Epoch   6 Batch  746/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.746, Loss:  0.504
Epoch   6 Batch  747/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.742, Loss:  0.453
Epoch   6 Batch  748/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.747, Loss:  0.484
Epoch   6 Batch  749/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.748, Loss:  0.505
Epoch   6 Batch  750/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.747, Loss:  0.489
Epoch   6 Batch  751/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.748, Loss:  0.492
Epoch   6 Batch  752/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.747, Loss:  0.458
Epoch   6 Batch  753/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.744, Loss:  0.477
Epoch   6 Batch  754/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.743, Loss:  0.503
Epoch   6 Batch  755/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.743, Loss:  0.484
Epoch   6 Batch  756/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.750, Loss:  0.469
Epoch   6 Batch  757/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.752, Loss:  0.511
Epoch   6 Batch  758/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.752, Loss:  0.468
Epoch   6 Batch  759/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.756, Loss:  0.463
Epoch   6 Batch  760/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.756, Loss:  0.506
Epoch   6 Batch  761/1077 - Train Accuracy:  0.721, Validation Accuracy:  0.759, Loss:  0.512
Epoch   6 Batch  762/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.760, Loss:  0.479
Epoch   6 Batch  763/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.758, Loss:  0.460
Epoch   6 Batch  764/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.757, Loss:  0.501
Epoch   6 Batch  765/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.761, Loss:  0.485
Epoch   6 Batch  766/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.761, Loss:  0.515
Epoch   6 Batch  767/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.760, Loss:  0.506
Epoch   6 Batch  768/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.763, Loss:  0.509
Epoch   6 Batch  769/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.754, Loss:  0.506
Epoch   6 Batch  770/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.749, Loss:  0.474
Epoch   6 Batch  771/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.747, Loss:  0.519
Epoch   6 Batch  772/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.745, Loss:  0.479
Epoch   6 Batch  773/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.740, Loss:  0.491
Epoch   6 Batch  774/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.739, Loss:  0.529
Epoch   6 Batch  775/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.742, Loss:  0.483
Epoch   6 Batch  776/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.740, Loss:  0.499
Epoch   6 Batch  777/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.749, Loss:  0.506
Epoch   6 Batch  778/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.753, Loss:  0.474
Epoch   6 Batch  779/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.755, Loss:  0.502
Epoch   6 Batch  780/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.750, Loss:  0.527
Epoch   6 Batch  781/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.745, Loss:  0.486
Epoch   6 Batch  782/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.745, Loss:  0.490
Epoch   6 Batch  783/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.755, Loss:  0.509
Epoch   6 Batch  784/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.754, Loss:  0.481
Epoch   6 Batch  785/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.755, Loss:  0.465
Epoch   6 Batch  786/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.755, Loss:  0.498
Epoch   6 Batch  787/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.751, Loss:  0.467
Epoch   6 Batch  788/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.750, Loss:  0.490
Epoch   6 Batch  789/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.749, Loss:  0.519
Epoch   6 Batch  790/1077 - Train Accuracy:  0.704, Validation Accuracy:  0.751, Loss:  0.527
Epoch   6 Batch  791/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.746, Loss:  0.510
Epoch   6 Batch  792/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.745, Loss:  0.509
Epoch   6 Batch  793/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.751, Loss:  0.491
Epoch   6 Batch  794/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.750, Loss:  0.507
Epoch   6 Batch  795/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.749, Loss:  0.517
Epoch   6 Batch  796/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.746, Loss:  0.511
Epoch   6 Batch  797/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.747, Loss:  0.500
Epoch   6 Batch  798/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.749, Loss:  0.515
Epoch   6 Batch  799/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.750, Loss:  0.547
Epoch   6 Batch  800/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.749, Loss:  0.493
Epoch   6 Batch  801/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.743, Loss:  0.514
Epoch   6 Batch  802/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.740, Loss:  0.488
Epoch   6 Batch  803/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.741, Loss:  0.514
Epoch   6 Batch  804/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.744, Loss:  0.512
Epoch   6 Batch  805/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.749, Loss:  0.513
Epoch   6 Batch  806/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.755, Loss:  0.498
Epoch   6 Batch  807/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.752, Loss:  0.477
Epoch   6 Batch  808/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.753, Loss:  0.510
Epoch   6 Batch  809/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.741, Loss:  0.543
Epoch   6 Batch  810/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.742, Loss:  0.457
Epoch   6 Batch  811/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.745, Loss:  0.454
Epoch   6 Batch  812/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.744, Loss:  0.512
Epoch   6 Batch  813/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.751, Loss:  0.480
Epoch   6 Batch  814/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.751, Loss:  0.519
Epoch   6 Batch  815/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.752, Loss:  0.511
Epoch   6 Batch  816/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.752, Loss:  0.518
Epoch   6 Batch  817/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.752, Loss:  0.519
Epoch   6 Batch  818/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.752, Loss:  0.493
Epoch   6 Batch  819/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.751, Loss:  0.492
Epoch   6 Batch  820/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.750, Loss:  0.526
Epoch   6 Batch  821/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.752, Loss:  0.509
Epoch   6 Batch  822/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.755, Loss:  0.499
Epoch   6 Batch  823/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.751, Loss:  0.481
Epoch   6 Batch  824/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.746, Loss:  0.477
Epoch   6 Batch  825/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.747, Loss:  0.501
Epoch   6 Batch  826/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.749, Loss:  0.468
Epoch   6 Batch  827/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.752, Loss:  0.543
Epoch   6 Batch  828/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.759, Loss:  0.507
Epoch   6 Batch  829/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.757, Loss:  0.533
Epoch   6 Batch  830/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.758, Loss:  0.487
Epoch   6 Batch  831/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.757, Loss:  0.501
Epoch   6 Batch  832/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.756, Loss:  0.489
Epoch   6 Batch  833/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.757, Loss:  0.493
Epoch   6 Batch  834/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.762, Loss:  0.493
Epoch   6 Batch  835/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.761, Loss:  0.500
Epoch   6 Batch  836/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.764, Loss:  0.525
Epoch   6 Batch  837/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.763, Loss:  0.535
Epoch   6 Batch  838/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.762, Loss:  0.481
Epoch   6 Batch  839/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.762, Loss:  0.471
Epoch   6 Batch  840/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.763, Loss:  0.491
Epoch   6 Batch  841/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.756, Loss:  0.502
Epoch   6 Batch  842/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.760, Loss:  0.496
Epoch   6 Batch  843/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.765, Loss:  0.474
Epoch   6 Batch  844/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.762, Loss:  0.458
Epoch   6 Batch  845/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.761, Loss:  0.510
Epoch   6 Batch  846/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.756, Loss:  0.493
Epoch   6 Batch  847/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.758, Loss:  0.524
Epoch   6 Batch  848/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.760, Loss:  0.493
Epoch   6 Batch  849/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.769, Loss:  0.480
Epoch   6 Batch  850/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.770, Loss:  0.535
Epoch   6 Batch  851/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.766, Loss:  0.489
Epoch   6 Batch  852/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.766, Loss:  0.525
Epoch   6 Batch  853/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.766, Loss:  0.456
Epoch   6 Batch  854/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.760, Loss:  0.518
Epoch   6 Batch  855/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.761, Loss:  0.503
Epoch   6 Batch  856/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.757, Loss:  0.520
Epoch   6 Batch  857/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.761, Loss:  0.498
Epoch   6 Batch  858/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.765, Loss:  0.475
Epoch   6 Batch  859/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.768, Loss:  0.491
Epoch   6 Batch  860/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.764, Loss:  0.468
Epoch   6 Batch  861/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.763, Loss:  0.499
Epoch   6 Batch  862/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.771, Loss:  0.497
Epoch   6 Batch  863/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.773, Loss:  0.481
Epoch   6 Batch  864/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.768, Loss:  0.488
Epoch   6 Batch  865/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.761, Loss:  0.461
Epoch   6 Batch  866/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.759, Loss:  0.470
Epoch   6 Batch  867/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.760, Loss:  0.564
Epoch   6 Batch  868/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.760, Loss:  0.479
Epoch   6 Batch  869/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.761, Loss:  0.517
Epoch   6 Batch  870/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.767, Loss:  0.542
Epoch   6 Batch  871/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.765, Loss:  0.540
Epoch   6 Batch  872/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.766, Loss:  0.485
Epoch   6 Batch  873/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.761, Loss:  0.515
Epoch   6 Batch  874/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.762, Loss:  0.523
Epoch   6 Batch  875/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.751, Loss:  0.529
Epoch   6 Batch  876/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.750, Loss:  0.514
Epoch   6 Batch  877/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.746, Loss:  0.490
Epoch   6 Batch  878/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.739, Loss:  0.481
Epoch   6 Batch  879/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.747, Loss:  0.487
Epoch   6 Batch  880/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.740, Loss:  0.487
Epoch   6 Batch  881/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.742, Loss:  0.519
Epoch   6 Batch  882/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.745, Loss:  0.526
Epoch   6 Batch  883/1077 - Train Accuracy:  0.722, Validation Accuracy:  0.743, Loss:  0.571
Epoch   6 Batch  884/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.741, Loss:  0.489
Epoch   6 Batch  885/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.746, Loss:  0.419
Epoch   6 Batch  886/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.750, Loss:  0.532
Epoch   6 Batch  887/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.748, Loss:  0.516
Epoch   6 Batch  888/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.750, Loss:  0.493
Epoch   6 Batch  889/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.752, Loss:  0.500
Epoch   6 Batch  890/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.754, Loss:  0.471
Epoch   6 Batch  891/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.752, Loss:  0.502
Epoch   6 Batch  892/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.755, Loss:  0.487
Epoch   6 Batch  893/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.753, Loss:  0.484
Epoch   6 Batch  894/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.756, Loss:  0.459
Epoch   6 Batch  895/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.761, Loss:  0.497
Epoch   6 Batch  896/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.763, Loss:  0.545
Epoch   6 Batch  897/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.760, Loss:  0.471
Epoch   6 Batch  898/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.758, Loss:  0.481
Epoch   6 Batch  899/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.758, Loss:  0.502
Epoch   6 Batch  900/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.759, Loss:  0.523
Epoch   6 Batch  901/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.762, Loss:  0.498
Epoch   6 Batch  902/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.762, Loss:  0.499
Epoch   6 Batch  903/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.758, Loss:  0.462
Epoch   6 Batch  904/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.758, Loss:  0.495
Epoch   6 Batch  905/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.762, Loss:  0.485
Epoch   6 Batch  906/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.760, Loss:  0.462
Epoch   6 Batch  907/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.759, Loss:  0.474
Epoch   6 Batch  908/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.760, Loss:  0.500
Epoch   6 Batch  909/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.762, Loss:  0.489
Epoch   6 Batch  910/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.759, Loss:  0.482
Epoch   6 Batch  911/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.760, Loss:  0.456
Epoch   6 Batch  912/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.762, Loss:  0.508
Epoch   6 Batch  913/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.758, Loss:  0.524
Epoch   6 Batch  914/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.760, Loss:  0.456
Epoch   6 Batch  915/1077 - Train Accuracy:  0.687, Validation Accuracy:  0.763, Loss:  0.549
Epoch   6 Batch  916/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.769, Loss:  0.505
Epoch   6 Batch  917/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.768, Loss:  0.508
Epoch   6 Batch  918/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.765, Loss:  0.453
Epoch   6 Batch  919/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.763, Loss:  0.490
Epoch   6 Batch  920/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.765, Loss:  0.510
Epoch   6 Batch  921/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.761, Loss:  0.513
Epoch   6 Batch  922/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.762, Loss:  0.490
Epoch   6 Batch  923/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.757, Loss:  0.518
Epoch   6 Batch  924/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.752, Loss:  0.541
Epoch   6 Batch  925/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.748, Loss:  0.474
Epoch   6 Batch  926/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.747, Loss:  0.518
Epoch   6 Batch  927/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.749, Loss:  0.507
Epoch   6 Batch  928/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.746, Loss:  0.496
Epoch   6 Batch  929/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.752, Loss:  0.533
Epoch   6 Batch  930/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.750, Loss:  0.477
Epoch   6 Batch  931/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.753, Loss:  0.468
Epoch   6 Batch  932/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.749, Loss:  0.506
Epoch   6 Batch  933/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.748, Loss:  0.507
Epoch   6 Batch  934/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.741, Loss:  0.519
Epoch   6 Batch  935/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.740, Loss:  0.510
Epoch   6 Batch  936/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.739, Loss:  0.503
Epoch   6 Batch  937/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.739, Loss:  0.538
Epoch   6 Batch  938/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.741, Loss:  0.515
Epoch   6 Batch  939/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.748, Loss:  0.493
Epoch   6 Batch  940/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.751, Loss:  0.509
Epoch   6 Batch  941/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.748, Loss:  0.472
Epoch   6 Batch  942/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.751, Loss:  0.507
Epoch   6 Batch  943/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.755, Loss:  0.506
Epoch   6 Batch  944/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.751, Loss:  0.480
Epoch   6 Batch  945/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.753, Loss:  0.473
Epoch   6 Batch  946/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.756, Loss:  0.494
Epoch   6 Batch  947/1077 - Train Accuracy:  0.703, Validation Accuracy:  0.755, Loss:  0.547
Epoch   6 Batch  948/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.757, Loss:  0.503
Epoch   6 Batch  949/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.749, Loss:  0.452
Epoch   6 Batch  950/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.746, Loss:  0.475
Epoch   6 Batch  951/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.746, Loss:  0.485
Epoch   6 Batch  952/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.743, Loss:  0.491
Epoch   6 Batch  953/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.743, Loss:  0.488
Epoch   6 Batch  954/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.740, Loss:  0.512
Epoch   6 Batch  955/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.745, Loss:  0.480
Epoch   6 Batch  956/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.748, Loss:  0.487
Epoch   6 Batch  957/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.748, Loss:  0.470
Epoch   6 Batch  958/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.749, Loss:  0.479
Epoch   6 Batch  959/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.749, Loss:  0.471
Epoch   6 Batch  960/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.752, Loss:  0.483
Epoch   6 Batch  961/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.752, Loss:  0.526
Epoch   6 Batch  962/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.752, Loss:  0.476
Epoch   6 Batch  963/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.755, Loss:  0.557
Epoch   6 Batch  964/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.753, Loss:  0.462
Epoch   6 Batch  965/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.752, Loss:  0.533
Epoch   6 Batch  966/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.752, Loss:  0.445
Epoch   6 Batch  967/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.750, Loss:  0.478
Epoch   6 Batch  968/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.748, Loss:  0.510
Epoch   6 Batch  969/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.753, Loss:  0.510
Epoch   6 Batch  970/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.753, Loss:  0.520
Epoch   6 Batch  971/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.753, Loss:  0.471
Epoch   6 Batch  972/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.754, Loss:  0.484
Epoch   6 Batch  973/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.757, Loss:  0.459
Epoch   6 Batch  974/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.749, Loss:  0.482
Epoch   6 Batch  975/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.754, Loss:  0.466
Epoch   6 Batch  976/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.755, Loss:  0.489
Epoch   6 Batch  977/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.756, Loss:  0.467
Epoch   6 Batch  978/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.759, Loss:  0.489
Epoch   6 Batch  979/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.759, Loss:  0.528
Epoch   6 Batch  980/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.765, Loss:  0.478
Epoch   6 Batch  981/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.756, Loss:  0.493
Epoch   6 Batch  982/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.750, Loss:  0.473
Epoch   6 Batch  983/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.756, Loss:  0.516
Epoch   6 Batch  984/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.755, Loss:  0.530
Epoch   6 Batch  985/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.757, Loss:  0.485
Epoch   6 Batch  986/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.758, Loss:  0.501
Epoch   6 Batch  987/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.757, Loss:  0.474
Epoch   6 Batch  988/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.756, Loss:  0.494
Epoch   6 Batch  989/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.745, Loss:  0.505
Epoch   6 Batch  990/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.746, Loss:  0.520
Epoch   6 Batch  991/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.752, Loss:  0.509
Epoch   6 Batch  992/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.760, Loss:  0.506
Epoch   6 Batch  993/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.754, Loss:  0.460
Epoch   6 Batch  994/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.762, Loss:  0.498
Epoch   6 Batch  995/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.763, Loss:  0.476
Epoch   6 Batch  996/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.760, Loss:  0.469
Epoch   6 Batch  997/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.762, Loss:  0.519
Epoch   6 Batch  998/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.762, Loss:  0.477
Epoch   6 Batch  999/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.765, Loss:  0.522
Epoch   6 Batch 1000/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.760, Loss:  0.452
Epoch   6 Batch 1001/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.763, Loss:  0.465
Epoch   6 Batch 1002/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.758, Loss:  0.483
Epoch   6 Batch 1003/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.752, Loss:  0.498
Epoch   6 Batch 1004/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.753, Loss:  0.514
Epoch   6 Batch 1005/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.752, Loss:  0.502
Epoch   6 Batch 1006/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.745, Loss:  0.468
Epoch   6 Batch 1007/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.740, Loss:  0.457
Epoch   6 Batch 1008/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.739, Loss:  0.512
Epoch   6 Batch 1009/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.744, Loss:  0.460
Epoch   6 Batch 1010/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.756, Loss:  0.504
Epoch   6 Batch 1011/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.759, Loss:  0.501
Epoch   6 Batch 1012/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.759, Loss:  0.461
Epoch   6 Batch 1013/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.757, Loss:  0.462
Epoch   6 Batch 1014/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.756, Loss:  0.512
Epoch   6 Batch 1015/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.759, Loss:  0.529
Epoch   6 Batch 1016/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.761, Loss:  0.505
Epoch   6 Batch 1017/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.762, Loss:  0.507
Epoch   6 Batch 1018/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.767, Loss:  0.481
Epoch   6 Batch 1019/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.764, Loss:  0.522
Epoch   6 Batch 1020/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.766, Loss:  0.474
Epoch   6 Batch 1021/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.766, Loss:  0.490
Epoch   6 Batch 1022/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.756, Loss:  0.450
Epoch   6 Batch 1023/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.750, Loss:  0.453
Epoch   6 Batch 1024/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.759, Loss:  0.539
Epoch   6 Batch 1025/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.763, Loss:  0.494
Epoch   6 Batch 1026/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.765, Loss:  0.474
Epoch   6 Batch 1027/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.762, Loss:  0.511
Epoch   6 Batch 1028/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.760, Loss:  0.490
Epoch   6 Batch 1029/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.757, Loss:  0.490
Epoch   6 Batch 1030/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.757, Loss:  0.505
Epoch   6 Batch 1031/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.761, Loss:  0.534
Epoch   6 Batch 1032/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.770, Loss:  0.471
Epoch   6 Batch 1033/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.763, Loss:  0.470
Epoch   6 Batch 1034/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.763, Loss:  0.502
Epoch   6 Batch 1035/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.764, Loss:  0.464
Epoch   6 Batch 1036/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.761, Loss:  0.482
Epoch   6 Batch 1037/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.761, Loss:  0.530
Epoch   6 Batch 1038/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.760, Loss:  0.486
Epoch   6 Batch 1039/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.754, Loss:  0.470
Epoch   6 Batch 1040/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.752, Loss:  0.503
Epoch   6 Batch 1041/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.750, Loss:  0.531
Epoch   6 Batch 1042/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.747, Loss:  0.486
Epoch   6 Batch 1043/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.743, Loss:  0.520
Epoch   6 Batch 1044/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.745, Loss:  0.510
Epoch   6 Batch 1045/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.756, Loss:  0.507
Epoch   6 Batch 1046/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.757, Loss:  0.467
Epoch   6 Batch 1047/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.758, Loss:  0.494
Epoch   6 Batch 1048/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.763, Loss:  0.493
Epoch   6 Batch 1049/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.763, Loss:  0.517
Epoch   6 Batch 1050/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.764, Loss:  0.507
Epoch   6 Batch 1051/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.756, Loss:  0.476
Epoch   6 Batch 1052/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.758, Loss:  0.461
Epoch   6 Batch 1053/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.756, Loss:  0.468
Epoch   6 Batch 1054/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.760, Loss:  0.505
Epoch   6 Batch 1055/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.759, Loss:  0.489
Epoch   6 Batch 1056/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.761, Loss:  0.488
Epoch   6 Batch 1057/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.763, Loss:  0.504
Epoch   6 Batch 1058/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.765, Loss:  0.528
Epoch   6 Batch 1059/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.758, Loss:  0.552
Epoch   6 Batch 1060/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.759, Loss:  0.462
Epoch   6 Batch 1061/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.756, Loss:  0.510
Epoch   6 Batch 1062/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.756, Loss:  0.491
Epoch   6 Batch 1063/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.766, Loss:  0.492
Epoch   6 Batch 1064/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.761, Loss:  0.480
Epoch   6 Batch 1065/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.759, Loss:  0.461
Epoch   6 Batch 1066/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.758, Loss:  0.475
Epoch   6 Batch 1067/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.763, Loss:  0.483
Epoch   6 Batch 1068/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.761, Loss:  0.478
Epoch   6 Batch 1069/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.761, Loss:  0.455
Epoch   6 Batch 1070/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.764, Loss:  0.500
Epoch   6 Batch 1071/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.766, Loss:  0.479
Epoch   6 Batch 1072/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.759, Loss:  0.494
Epoch   6 Batch 1073/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.761, Loss:  0.506
Epoch   6 Batch 1074/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.760, Loss:  0.510
Epoch   6 Batch 1075/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.773, Loss:  0.534
Epoch   7 Batch    0/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.770, Loss:  0.451
Epoch   7 Batch    1/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.769, Loss:  0.502
Epoch   7 Batch    2/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.768, Loss:  0.519
Epoch   7 Batch    3/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.765, Loss:  0.489
Epoch   7 Batch    4/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.765, Loss:  0.494
Epoch   7 Batch    5/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.765, Loss:  0.521
Epoch   7 Batch    6/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.765, Loss:  0.508
Epoch   7 Batch    7/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.762, Loss:  0.484
Epoch   7 Batch    8/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.762, Loss:  0.484
Epoch   7 Batch    9/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.768, Loss:  0.482
Epoch   7 Batch   10/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.767, Loss:  0.494
Epoch   7 Batch   11/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.762, Loss:  0.504
Epoch   7 Batch   12/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.763, Loss:  0.524
Epoch   7 Batch   13/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.762, Loss:  0.474
Epoch   7 Batch   14/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.764, Loss:  0.453
Epoch   7 Batch   15/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.765, Loss:  0.477
Epoch   7 Batch   16/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.761, Loss:  0.500
Epoch   7 Batch   17/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.763, Loss:  0.471
Epoch   7 Batch   18/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.760, Loss:  0.491
Epoch   7 Batch   19/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.757, Loss:  0.487
Epoch   7 Batch   20/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.754, Loss:  0.474
Epoch   7 Batch   21/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.758, Loss:  0.519
Epoch   7 Batch   22/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.757, Loss:  0.508
Epoch   7 Batch   23/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.763, Loss:  0.498
Epoch   7 Batch   24/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.759, Loss:  0.490
Epoch   7 Batch   25/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.757, Loss:  0.458
Epoch   7 Batch   26/1077 - Train Accuracy:  0.709, Validation Accuracy:  0.757, Loss:  0.510
Epoch   7 Batch   27/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.757, Loss:  0.457
Epoch   7 Batch   28/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.756, Loss:  0.491
Epoch   7 Batch   29/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.756, Loss:  0.475
Epoch   7 Batch   30/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.761, Loss:  0.491
Epoch   7 Batch   31/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.761, Loss:  0.502
Epoch   7 Batch   32/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.761, Loss:  0.454
Epoch   7 Batch   33/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.760, Loss:  0.454
Epoch   7 Batch   34/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.762, Loss:  0.515
Epoch   7 Batch   35/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.762, Loss:  0.480
Epoch   7 Batch   36/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.761, Loss:  0.470
Epoch   7 Batch   37/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.758, Loss:  0.500
Epoch   7 Batch   38/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.755, Loss:  0.535
Epoch   7 Batch   39/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.756, Loss:  0.547
Epoch   7 Batch   40/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.754, Loss:  0.479
Epoch   7 Batch   41/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.755, Loss:  0.481
Epoch   7 Batch   42/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.756, Loss:  0.528
Epoch   7 Batch   43/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.754, Loss:  0.485
Epoch   7 Batch   44/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.759, Loss:  0.506
Epoch   7 Batch   45/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.755, Loss:  0.496
Epoch   7 Batch   46/1077 - Train Accuracy:  0.701, Validation Accuracy:  0.756, Loss:  0.514
Epoch   7 Batch   47/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.755, Loss:  0.489
Epoch   7 Batch   48/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.755, Loss:  0.524
Epoch   7 Batch   49/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.755, Loss:  0.497
Epoch   7 Batch   50/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.755, Loss:  0.479
Epoch   7 Batch   51/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.756, Loss:  0.473
Epoch   7 Batch   52/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.757, Loss:  0.486
Epoch   7 Batch   53/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.754, Loss:  0.494
Epoch   7 Batch   54/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.749, Loss:  0.535
Epoch   7 Batch   55/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.754, Loss:  0.470
Epoch   7 Batch   56/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.752, Loss:  0.459
Epoch   7 Batch   57/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.753, Loss:  0.447
Epoch   7 Batch   58/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.748, Loss:  0.456
Epoch   7 Batch   59/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.747, Loss:  0.506
Epoch   7 Batch   60/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.746, Loss:  0.466
Epoch   7 Batch   61/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.749, Loss:  0.505
Epoch   7 Batch   62/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.752, Loss:  0.526
Epoch   7 Batch   63/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.740, Loss:  0.464
Epoch   7 Batch   64/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.750, Loss:  0.464
Epoch   7 Batch   65/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.756, Loss:  0.496
Epoch   7 Batch   66/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.757, Loss:  0.471
Epoch   7 Batch   67/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.756, Loss:  0.458
Epoch   7 Batch   68/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.755, Loss:  0.499
Epoch   7 Batch   69/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.757, Loss:  0.522
Epoch   7 Batch   70/1077 - Train Accuracy:  0.706, Validation Accuracy:  0.758, Loss:  0.516
Epoch   7 Batch   71/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.758, Loss:  0.473
Epoch   7 Batch   72/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.759, Loss:  0.495
Epoch   7 Batch   73/1077 - Train Accuracy:  0.711, Validation Accuracy:  0.756, Loss:  0.517
Epoch   7 Batch   74/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.760, Loss:  0.443
Epoch   7 Batch   75/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.759, Loss:  0.520
Epoch   7 Batch   76/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.768, Loss:  0.458
Epoch   7 Batch   77/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.770, Loss:  0.485
Epoch   7 Batch   78/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.765, Loss:  0.510
Epoch   7 Batch   79/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.767, Loss:  0.494
Epoch   7 Batch   80/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.763, Loss:  0.496
Epoch   7 Batch   81/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.766, Loss:  0.474
Epoch   7 Batch   82/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.766, Loss:  0.432
Epoch   7 Batch   83/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.770, Loss:  0.509
Epoch   7 Batch   84/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.770, Loss:  0.477
Epoch   7 Batch   85/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.773, Loss:  0.462
Epoch   7 Batch   86/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.768, Loss:  0.463
Epoch   7 Batch   87/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.770, Loss:  0.510
Epoch   7 Batch   88/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.768, Loss:  0.512
Epoch   7 Batch   89/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.761, Loss:  0.490
Epoch   7 Batch   90/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.763, Loss:  0.509
Epoch   7 Batch   91/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.770, Loss:  0.412
Epoch   7 Batch   92/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.773, Loss:  0.482
Epoch   7 Batch   93/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.775, Loss:  0.493
Epoch   7 Batch   94/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.776, Loss:  0.451
Epoch   7 Batch   95/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.776, Loss:  0.520
Epoch   7 Batch   96/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.777, Loss:  0.477
Epoch   7 Batch   97/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.768, Loss:  0.486
Epoch   7 Batch   98/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.767, Loss:  0.469
Epoch   7 Batch   99/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.769, Loss:  0.495
Epoch   7 Batch  100/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.766, Loss:  0.486
Epoch   7 Batch  101/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.769, Loss:  0.501
Epoch   7 Batch  102/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.767, Loss:  0.464
Epoch   7 Batch  103/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.771, Loss:  0.537
Epoch   7 Batch  104/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.769, Loss:  0.514
Epoch   7 Batch  105/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.773, Loss:  0.481
Epoch   7 Batch  106/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.759, Loss:  0.517
Epoch   7 Batch  107/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.771, Loss:  0.489
Epoch   7 Batch  108/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.769, Loss:  0.445
Epoch   7 Batch  109/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.772, Loss:  0.494
Epoch   7 Batch  110/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.765, Loss:  0.461
Epoch   7 Batch  111/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.768, Loss:  0.486
Epoch   7 Batch  112/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.765, Loss:  0.480
Epoch   7 Batch  113/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.766, Loss:  0.506
Epoch   7 Batch  114/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.767, Loss:  0.465
Epoch   7 Batch  115/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.759, Loss:  0.508
Epoch   7 Batch  116/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.756, Loss:  0.539
Epoch   7 Batch  117/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.759, Loss:  0.521
Epoch   7 Batch  118/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.753, Loss:  0.524
Epoch   7 Batch  119/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.753, Loss:  0.490
Epoch   7 Batch  120/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.767, Loss:  0.506
Epoch   7 Batch  121/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.772, Loss:  0.484
Epoch   7 Batch  122/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.768, Loss:  0.473
Epoch   7 Batch  123/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.765, Loss:  0.445
Epoch   7 Batch  124/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.759, Loss:  0.502
Epoch   7 Batch  125/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.754, Loss:  0.487
Epoch   7 Batch  126/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.756, Loss:  0.481
Epoch   7 Batch  127/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.761, Loss:  0.505
Epoch   7 Batch  128/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.756, Loss:  0.486
Epoch   7 Batch  129/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.762, Loss:  0.494
Epoch   7 Batch  130/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.758, Loss:  0.451
Epoch   7 Batch  131/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.754, Loss:  0.496
Epoch   7 Batch  132/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.752, Loss:  0.500
Epoch   7 Batch  133/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.754, Loss:  0.487
Epoch   7 Batch  134/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.754, Loss:  0.473
Epoch   7 Batch  135/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.751, Loss:  0.520
Epoch   7 Batch  136/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.754, Loss:  0.479
Epoch   7 Batch  137/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.755, Loss:  0.439
Epoch   7 Batch  138/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.755, Loss:  0.476
Epoch   7 Batch  139/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.756, Loss:  0.491
Epoch   7 Batch  140/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.760, Loss:  0.504
Epoch   7 Batch  141/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.770, Loss:  0.497
Epoch   7 Batch  142/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.768, Loss:  0.460
Epoch   7 Batch  143/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.767, Loss:  0.501
Epoch   7 Batch  144/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.766, Loss:  0.521
Epoch   7 Batch  145/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.762, Loss:  0.505
Epoch   7 Batch  146/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.767, Loss:  0.499
Epoch   7 Batch  147/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.764, Loss:  0.516
Epoch   7 Batch  148/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.759, Loss:  0.494
Epoch   7 Batch  149/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.758, Loss:  0.493
Epoch   7 Batch  150/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.754, Loss:  0.479
Epoch   7 Batch  151/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.755, Loss:  0.442
Epoch   7 Batch  152/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.757, Loss:  0.493
Epoch   7 Batch  153/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.763, Loss:  0.518
Epoch   7 Batch  154/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.764, Loss:  0.499
Epoch   7 Batch  155/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.764, Loss:  0.494
Epoch   7 Batch  156/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.766, Loss:  0.484
Epoch   7 Batch  157/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.766, Loss:  0.485
Epoch   7 Batch  158/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.768, Loss:  0.486
Epoch   7 Batch  159/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.766, Loss:  0.441
Epoch   7 Batch  160/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.767, Loss:  0.471
Epoch   7 Batch  161/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.766, Loss:  0.487
Epoch   7 Batch  162/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.762, Loss:  0.524
Epoch   7 Batch  163/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.760, Loss:  0.506
Epoch   7 Batch  164/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.759, Loss:  0.496
Epoch   7 Batch  165/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.759, Loss:  0.483
Epoch   7 Batch  166/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.762, Loss:  0.478
Epoch   7 Batch  167/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.759, Loss:  0.506
Epoch   7 Batch  168/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.759, Loss:  0.503
Epoch   7 Batch  169/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.761, Loss:  0.485
Epoch   7 Batch  170/1077 - Train Accuracy:  0.713, Validation Accuracy:  0.766, Loss:  0.510
Epoch   7 Batch  171/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.759, Loss:  0.454
Epoch   7 Batch  172/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.749, Loss:  0.444
Epoch   7 Batch  173/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.746, Loss:  0.510
Epoch   7 Batch  174/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.743, Loss:  0.458
Epoch   7 Batch  175/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.756, Loss:  0.461
Epoch   7 Batch  176/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.751, Loss:  0.473
Epoch   7 Batch  177/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.750, Loss:  0.504
Epoch   7 Batch  178/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.750, Loss:  0.494
Epoch   7 Batch  179/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.762, Loss:  0.510
Epoch   7 Batch  180/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.754, Loss:  0.482
Epoch   7 Batch  181/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.757, Loss:  0.526
Epoch   7 Batch  182/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.762, Loss:  0.482
Epoch   7 Batch  183/1077 - Train Accuracy:  0.719, Validation Accuracy:  0.756, Loss:  0.511
Epoch   7 Batch  184/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.752, Loss:  0.472
Epoch   7 Batch  185/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.761, Loss:  0.503
Epoch   7 Batch  186/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.762, Loss:  0.485
Epoch   7 Batch  187/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.771, Loss:  0.505
Epoch   7 Batch  188/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.767, Loss:  0.478
Epoch   7 Batch  189/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.766, Loss:  0.500
Epoch   7 Batch  190/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.764, Loss:  0.478
Epoch   7 Batch  191/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.765, Loss:  0.452
Epoch   7 Batch  192/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.760, Loss:  0.493
Epoch   7 Batch  193/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.760, Loss:  0.470
Epoch   7 Batch  194/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.752, Loss:  0.454
Epoch   7 Batch  195/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.738, Loss:  0.475
Epoch   7 Batch  196/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.746, Loss:  0.492
Epoch   7 Batch  197/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.752, Loss:  0.466
Epoch   7 Batch  198/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.763, Loss:  0.451
Epoch   7 Batch  199/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.766, Loss:  0.453
Epoch   7 Batch  200/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.766, Loss:  0.479
Epoch   7 Batch  201/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.766, Loss:  0.460
Epoch   7 Batch  202/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.765, Loss:  0.504
Epoch   7 Batch  203/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.759, Loss:  0.478
Epoch   7 Batch  204/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.762, Loss:  0.523
Epoch   7 Batch  205/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.761, Loss:  0.511
Epoch   7 Batch  206/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.756, Loss:  0.474
Epoch   7 Batch  207/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.764, Loss:  0.498
Epoch   7 Batch  208/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.764, Loss:  0.469
Epoch   7 Batch  209/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.767, Loss:  0.442
Epoch   7 Batch  210/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.770, Loss:  0.485
Epoch   7 Batch  211/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.765, Loss:  0.477
Epoch   7 Batch  212/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.761, Loss:  0.448
Epoch   7 Batch  213/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.757, Loss:  0.449
Epoch   7 Batch  214/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.761, Loss:  0.483
Epoch   7 Batch  215/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.752, Loss:  0.494
Epoch   7 Batch  216/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.750, Loss:  0.490
Epoch   7 Batch  217/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.755, Loss:  0.475
Epoch   7 Batch  218/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.771, Loss:  0.519
Epoch   7 Batch  219/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.766, Loss:  0.482
Epoch   7 Batch  220/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.768, Loss:  0.497
Epoch   7 Batch  221/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.760, Loss:  0.482
Epoch   7 Batch  222/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.756, Loss:  0.494
Epoch   7 Batch  223/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.759, Loss:  0.451
Epoch   7 Batch  224/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.761, Loss:  0.501
Epoch   7 Batch  225/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.763, Loss:  0.484
Epoch   7 Batch  226/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.763, Loss:  0.478
Epoch   7 Batch  227/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.756, Loss:  0.514
Epoch   7 Batch  228/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.754, Loss:  0.466
Epoch   7 Batch  229/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.753, Loss:  0.468
Epoch   7 Batch  230/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.759, Loss:  0.475
Epoch   7 Batch  231/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.760, Loss:  0.512
Epoch   7 Batch  232/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.765, Loss:  0.511
Epoch   7 Batch  233/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.757, Loss:  0.530
Epoch   7 Batch  234/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.757, Loss:  0.488
Epoch   7 Batch  235/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.759, Loss:  0.447
Epoch   7 Batch  236/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.761, Loss:  0.500
Epoch   7 Batch  237/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.748, Loss:  0.443
Epoch   7 Batch  238/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.748, Loss:  0.489
Epoch   7 Batch  239/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.749, Loss:  0.451
Epoch   7 Batch  240/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.753, Loss:  0.458
Epoch   7 Batch  241/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.754, Loss:  0.450
Epoch   7 Batch  242/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.756, Loss:  0.483
Epoch   7 Batch  243/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.761, Loss:  0.491
Epoch   7 Batch  244/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.759, Loss:  0.462
Epoch   7 Batch  245/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.759, Loss:  0.452
Epoch   7 Batch  246/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.760, Loss:  0.475
Epoch   7 Batch  247/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.762, Loss:  0.454
Epoch   7 Batch  248/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.756, Loss:  0.478
Epoch   7 Batch  249/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.749, Loss:  0.468
Epoch   7 Batch  250/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.748, Loss:  0.457
Epoch   7 Batch  251/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.749, Loss:  0.483
Epoch   7 Batch  252/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.749, Loss:  0.482
Epoch   7 Batch  253/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.742, Loss:  0.466
Epoch   7 Batch  254/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.750, Loss:  0.479
Epoch   7 Batch  255/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.755, Loss:  0.491
Epoch   7 Batch  256/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.755, Loss:  0.531
Epoch   7 Batch  257/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.758, Loss:  0.468
Epoch   7 Batch  258/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.758, Loss:  0.453
Epoch   7 Batch  259/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.752, Loss:  0.504
Epoch   7 Batch  260/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.755, Loss:  0.453
Epoch   7 Batch  261/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.751, Loss:  0.486
Epoch   7 Batch  262/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.742, Loss:  0.470
Epoch   7 Batch  263/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.742, Loss:  0.478
Epoch   7 Batch  264/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.742, Loss:  0.492
Epoch   7 Batch  265/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.743, Loss:  0.489
Epoch   7 Batch  266/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.741, Loss:  0.486
Epoch   7 Batch  267/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.744, Loss:  0.447
Epoch   7 Batch  268/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.759, Loss:  0.475
Epoch   7 Batch  269/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.759, Loss:  0.529
Epoch   7 Batch  270/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.755, Loss:  0.520
Epoch   7 Batch  271/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.751, Loss:  0.456
Epoch   7 Batch  272/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.750, Loss:  0.512
Epoch   7 Batch  273/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.749, Loss:  0.460
Epoch   7 Batch  274/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.750, Loss:  0.468
Epoch   7 Batch  275/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.750, Loss:  0.478
Epoch   7 Batch  276/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.748, Loss:  0.513
Epoch   7 Batch  277/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.747, Loss:  0.441
Epoch   7 Batch  278/1077 - Train Accuracy:  0.730, Validation Accuracy:  0.744, Loss:  0.533
Epoch   7 Batch  279/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.740, Loss:  0.547
Epoch   7 Batch  280/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.739, Loss:  0.493
Epoch   7 Batch  281/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.741, Loss:  0.502
Epoch   7 Batch  282/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.740, Loss:  0.509
Epoch   7 Batch  283/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.734, Loss:  0.483
Epoch   7 Batch  284/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.743, Loss:  0.507
Epoch   7 Batch  285/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.745, Loss:  0.465
Epoch   7 Batch  286/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.752, Loss:  0.450
Epoch   7 Batch  287/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.754, Loss:  0.474
Epoch   7 Batch  288/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.752, Loss:  0.511
Epoch   7 Batch  289/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.747, Loss:  0.485
Epoch   7 Batch  290/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.743, Loss:  0.491
Epoch   7 Batch  291/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.753, Loss:  0.506
Epoch   7 Batch  292/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.754, Loss:  0.471
Epoch   7 Batch  293/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.761, Loss:  0.497
Epoch   7 Batch  294/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.757, Loss:  0.466
Epoch   7 Batch  295/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.754, Loss:  0.516
Epoch   7 Batch  296/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.749, Loss:  0.459
Epoch   7 Batch  297/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.750, Loss:  0.492
Epoch   7 Batch  298/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.751, Loss:  0.515
Epoch   7 Batch  299/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.749, Loss:  0.464
Epoch   7 Batch  300/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.750, Loss:  0.485
Epoch   7 Batch  301/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.744, Loss:  0.477
Epoch   7 Batch  302/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.744, Loss:  0.470
Epoch   7 Batch  303/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.746, Loss:  0.505
Epoch   7 Batch  304/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.743, Loss:  0.456
Epoch   7 Batch  305/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.746, Loss:  0.471
Epoch   7 Batch  306/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.745, Loss:  0.464
Epoch   7 Batch  307/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.741, Loss:  0.488
Epoch   7 Batch  308/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.747, Loss:  0.514
Epoch   7 Batch  309/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.743, Loss:  0.447
Epoch   7 Batch  310/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.731, Loss:  0.496
Epoch   7 Batch  311/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.734, Loss:  0.464
Epoch   7 Batch  312/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.737, Loss:  0.512
Epoch   7 Batch  313/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.748, Loss:  0.477
Epoch   7 Batch  314/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.758, Loss:  0.478
Epoch   7 Batch  315/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.755, Loss:  0.449
Epoch   7 Batch  316/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.757, Loss:  0.446
Epoch   7 Batch  317/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.758, Loss:  0.503
Epoch   7 Batch  318/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.750, Loss:  0.475
Epoch   7 Batch  319/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.751, Loss:  0.484
Epoch   7 Batch  320/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.749, Loss:  0.486
Epoch   7 Batch  321/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.746, Loss:  0.466
Epoch   7 Batch  322/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.743, Loss:  0.470
Epoch   7 Batch  323/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.739, Loss:  0.492
Epoch   7 Batch  324/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.739, Loss:  0.479
Epoch   7 Batch  325/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.741, Loss:  0.457
Epoch   7 Batch  326/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.748, Loss:  0.447
Epoch   7 Batch  327/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.749, Loss:  0.496
Epoch   7 Batch  328/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.758, Loss:  0.486
Epoch   7 Batch  329/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.754, Loss:  0.515
Epoch   7 Batch  330/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.753, Loss:  0.472
Epoch   7 Batch  331/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.750, Loss:  0.500
Epoch   7 Batch  332/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.754, Loss:  0.431
Epoch   7 Batch  333/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.751, Loss:  0.485
Epoch   7 Batch  334/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.755, Loss:  0.467
Epoch   7 Batch  335/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.758, Loss:  0.456
Epoch   7 Batch  336/1077 - Train Accuracy:  0.723, Validation Accuracy:  0.760, Loss:  0.515
Epoch   7 Batch  337/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.756, Loss:  0.487
Epoch   7 Batch  338/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.752, Loss:  0.504
Epoch   7 Batch  339/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.762, Loss:  0.454
Epoch   7 Batch  340/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.769, Loss:  0.481
Epoch   7 Batch  341/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.766, Loss:  0.517
Epoch   7 Batch  342/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.766, Loss:  0.466
Epoch   7 Batch  343/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.762, Loss:  0.484
Epoch   7 Batch  344/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.760, Loss:  0.471
Epoch   7 Batch  345/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.753, Loss:  0.458
Epoch   7 Batch  346/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.762, Loss:  0.488
Epoch   7 Batch  347/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.767, Loss:  0.440
Epoch   7 Batch  348/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.765, Loss:  0.457
Epoch   7 Batch  349/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.760, Loss:  0.490
Epoch   7 Batch  350/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.761, Loss:  0.503
Epoch   7 Batch  351/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.766, Loss:  0.510
Epoch   7 Batch  352/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.765, Loss:  0.479
Epoch   7 Batch  353/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.754, Loss:  0.507
Epoch   7 Batch  354/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.755, Loss:  0.495
Epoch   7 Batch  355/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.750, Loss:  0.498
Epoch   7 Batch  356/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.761, Loss:  0.482
Epoch   7 Batch  357/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.762, Loss:  0.466
Epoch   7 Batch  358/1077 - Train Accuracy:  0.718, Validation Accuracy:  0.753, Loss:  0.488
Epoch   7 Batch  359/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.759, Loss:  0.489
Epoch   7 Batch  360/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.762, Loss:  0.475
Epoch   7 Batch  361/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.762, Loss:  0.494
Epoch   7 Batch  362/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.763, Loss:  0.467
Epoch   7 Batch  363/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.762, Loss:  0.489
Epoch   7 Batch  364/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.756, Loss:  0.499
Epoch   7 Batch  365/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.750, Loss:  0.474
Epoch   7 Batch  366/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.745, Loss:  0.488
Epoch   7 Batch  367/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.751, Loss:  0.425
Epoch   7 Batch  368/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.748, Loss:  0.486
Epoch   7 Batch  369/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.754, Loss:  0.469
Epoch   7 Batch  370/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.761, Loss:  0.466
Epoch   7 Batch  371/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.753, Loss:  0.495
Epoch   7 Batch  372/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.752, Loss:  0.453
Epoch   7 Batch  373/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.748, Loss:  0.451
Epoch   7 Batch  374/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.753, Loss:  0.514
Epoch   7 Batch  375/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.758, Loss:  0.454
Epoch   7 Batch  376/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.757, Loss:  0.453
Epoch   7 Batch  377/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.750, Loss:  0.514
Epoch   7 Batch  378/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.751, Loss:  0.456
Epoch   7 Batch  379/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.755, Loss:  0.489
Epoch   7 Batch  380/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.754, Loss:  0.476
Epoch   7 Batch  381/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.763, Loss:  0.497
Epoch   7 Batch  382/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.760, Loss:  0.502
Epoch   7 Batch  383/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.762, Loss:  0.481
Epoch   7 Batch  384/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.768, Loss:  0.480
Epoch   7 Batch  385/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.766, Loss:  0.480
Epoch   7 Batch  386/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.765, Loss:  0.475
Epoch   7 Batch  387/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.767, Loss:  0.453
Epoch   7 Batch  388/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.769, Loss:  0.467
Epoch   7 Batch  389/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.763, Loss:  0.475
Epoch   7 Batch  390/1077 - Train Accuracy:  0.724, Validation Accuracy:  0.764, Loss:  0.496
Epoch   7 Batch  391/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.768, Loss:  0.461
Epoch   7 Batch  392/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.763, Loss:  0.442
Epoch   7 Batch  393/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.768, Loss:  0.447
Epoch   7 Batch  394/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.772, Loss:  0.497
Epoch   7 Batch  395/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.773, Loss:  0.439
Epoch   7 Batch  396/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.773, Loss:  0.493
Epoch   7 Batch  397/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.771, Loss:  0.479
Epoch   7 Batch  398/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.767, Loss:  0.505
Epoch   7 Batch  399/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.763, Loss:  0.515
Epoch   7 Batch  400/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.754, Loss:  0.506
Epoch   7 Batch  401/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.751, Loss:  0.465
Epoch   7 Batch  402/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.752, Loss:  0.465
Epoch   7 Batch  403/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.753, Loss:  0.498
Epoch   7 Batch  404/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.749, Loss:  0.450
Epoch   7 Batch  405/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.755, Loss:  0.489
Epoch   7 Batch  406/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.760, Loss:  0.471
Epoch   7 Batch  407/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.761, Loss:  0.516
Epoch   7 Batch  408/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.766, Loss:  0.501
Epoch   7 Batch  409/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.761, Loss:  0.514
Epoch   7 Batch  410/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.760, Loss:  0.524
Epoch   7 Batch  411/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.766, Loss:  0.457
Epoch   7 Batch  412/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.765, Loss:  0.465
Epoch   7 Batch  413/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.763, Loss:  0.462
Epoch   7 Batch  414/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.760, Loss:  0.494
Epoch   7 Batch  415/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.765, Loss:  0.468
Epoch   7 Batch  416/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.773, Loss:  0.480
Epoch   7 Batch  417/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.772, Loss:  0.534
Epoch   7 Batch  418/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.774, Loss:  0.461
Epoch   7 Batch  419/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.776, Loss:  0.482
Epoch   7 Batch  420/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.763, Loss:  0.461
Epoch   7 Batch  421/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.764, Loss:  0.499
Epoch   7 Batch  422/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.764, Loss:  0.454
Epoch   7 Batch  423/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.768, Loss:  0.493
Epoch   7 Batch  424/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.767, Loss:  0.466
Epoch   7 Batch  425/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.770, Loss:  0.468
Epoch   7 Batch  426/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.769, Loss:  0.490
Epoch   7 Batch  427/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.771, Loss:  0.469
Epoch   7 Batch  428/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.771, Loss:  0.464
Epoch   7 Batch  429/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.770, Loss:  0.477
Epoch   7 Batch  430/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.768, Loss:  0.471
Epoch   7 Batch  431/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.767, Loss:  0.476
Epoch   7 Batch  432/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.769, Loss:  0.478
Epoch   7 Batch  433/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.766, Loss:  0.495
Epoch   7 Batch  434/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.764, Loss:  0.489
Epoch   7 Batch  435/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.767, Loss:  0.512
Epoch   7 Batch  436/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.763, Loss:  0.467
Epoch   7 Batch  437/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.766, Loss:  0.493
Epoch   7 Batch  438/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.754, Loss:  0.482
Epoch   7 Batch  439/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.759, Loss:  0.495
Epoch   7 Batch  440/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.755, Loss:  0.474
Epoch   7 Batch  441/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.753, Loss:  0.462
Epoch   7 Batch  442/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.756, Loss:  0.451
Epoch   7 Batch  443/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.757, Loss:  0.473
Epoch   7 Batch  444/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.756, Loss:  0.487
Epoch   7 Batch  445/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.763, Loss:  0.497
Epoch   7 Batch  446/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.770, Loss:  0.421
Epoch   7 Batch  447/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.762, Loss:  0.485
Epoch   7 Batch  448/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.760, Loss:  0.505
Epoch   7 Batch  449/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.761, Loss:  0.502
Epoch   7 Batch  450/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.758, Loss:  0.471
Epoch   7 Batch  451/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.757, Loss:  0.466
Epoch   7 Batch  452/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.751, Loss:  0.473
Epoch   7 Batch  453/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.746, Loss:  0.452
Epoch   7 Batch  454/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.746, Loss:  0.472
Epoch   7 Batch  455/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.753, Loss:  0.472
Epoch   7 Batch  456/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.766, Loss:  0.478
Epoch   7 Batch  457/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.764, Loss:  0.458
Epoch   7 Batch  458/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.767, Loss:  0.510
Epoch   7 Batch  459/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.765, Loss:  0.451
Epoch   7 Batch  460/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.763, Loss:  0.490
Epoch   7 Batch  461/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.763, Loss:  0.472
Epoch   7 Batch  462/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.758, Loss:  0.489
Epoch   7 Batch  463/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.754, Loss:  0.488
Epoch   7 Batch  464/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.761, Loss:  0.470
Epoch   7 Batch  465/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.758, Loss:  0.518
Epoch   7 Batch  466/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.760, Loss:  0.473
Epoch   7 Batch  467/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.760, Loss:  0.448
Epoch   7 Batch  468/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.759, Loss:  0.488
Epoch   7 Batch  469/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.763, Loss:  0.491
Epoch   7 Batch  470/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.766, Loss:  0.497
Epoch   7 Batch  471/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.773, Loss:  0.462
Epoch   7 Batch  472/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.766, Loss:  0.483
Epoch   7 Batch  473/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.754, Loss:  0.490
Epoch   7 Batch  474/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.762, Loss:  0.497
Epoch   7 Batch  475/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.758, Loss:  0.468
Epoch   7 Batch  476/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.760, Loss:  0.460
Epoch   7 Batch  477/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.757, Loss:  0.459
Epoch   7 Batch  478/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.758, Loss:  0.506
Epoch   7 Batch  479/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.759, Loss:  0.504
Epoch   7 Batch  480/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.755, Loss:  0.481
Epoch   7 Batch  481/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.753, Loss:  0.466
Epoch   7 Batch  482/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.756, Loss:  0.514
Epoch   7 Batch  483/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.757, Loss:  0.488
Epoch   7 Batch  484/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.757, Loss:  0.476
Epoch   7 Batch  485/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.757, Loss:  0.479
Epoch   7 Batch  486/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.757, Loss:  0.469
Epoch   7 Batch  487/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.752, Loss:  0.475
Epoch   7 Batch  488/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.749, Loss:  0.482
Epoch   7 Batch  489/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.749, Loss:  0.453
Epoch   7 Batch  490/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.757, Loss:  0.490
Epoch   7 Batch  491/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.755, Loss:  0.480
Epoch   7 Batch  492/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.755, Loss:  0.504
Epoch   7 Batch  493/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.754, Loss:  0.439
Epoch   7 Batch  494/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.752, Loss:  0.472
Epoch   7 Batch  495/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.750, Loss:  0.453
Epoch   7 Batch  496/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.748, Loss:  0.487
Epoch   7 Batch  497/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.749, Loss:  0.514
Epoch   7 Batch  498/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.757, Loss:  0.466
Epoch   7 Batch  499/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.763, Loss:  0.464
Epoch   7 Batch  500/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.762, Loss:  0.480
Epoch   7 Batch  501/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.758, Loss:  0.474
Epoch   7 Batch  502/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.758, Loss:  0.487
Epoch   7 Batch  503/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.757, Loss:  0.471
Epoch   7 Batch  504/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.760, Loss:  0.491
Epoch   7 Batch  505/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.763, Loss:  0.432
Epoch   7 Batch  506/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.761, Loss:  0.484
Epoch   7 Batch  507/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.759, Loss:  0.471
Epoch   7 Batch  508/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.760, Loss:  0.465
Epoch   7 Batch  509/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.759, Loss:  0.511
Epoch   7 Batch  510/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.757, Loss:  0.450
Epoch   7 Batch  511/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.760, Loss:  0.479
Epoch   7 Batch  512/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.760, Loss:  0.452
Epoch   7 Batch  513/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.759, Loss:  0.469
Epoch   7 Batch  514/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.759, Loss:  0.471
Epoch   7 Batch  515/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.756, Loss:  0.511
Epoch   7 Batch  516/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.759, Loss:  0.435
Epoch   7 Batch  517/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.756, Loss:  0.454
Epoch   7 Batch  518/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.748, Loss:  0.450
Epoch   7 Batch  519/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.755, Loss:  0.486
Epoch   7 Batch  520/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.748, Loss:  0.435
Epoch   7 Batch  521/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.754, Loss:  0.458
Epoch   7 Batch  522/1077 - Train Accuracy:  0.728, Validation Accuracy:  0.757, Loss:  0.506
Epoch   7 Batch  523/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.753, Loss:  0.479
Epoch   7 Batch  524/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.754, Loss:  0.484
Epoch   7 Batch  525/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.753, Loss:  0.469
Epoch   7 Batch  526/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.757, Loss:  0.482
Epoch   7 Batch  527/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.760, Loss:  0.470
Epoch   7 Batch  528/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.769, Loss:  0.459
Epoch   7 Batch  529/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.770, Loss:  0.476
Epoch   7 Batch  530/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.769, Loss:  0.494
Epoch   7 Batch  531/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.773, Loss:  0.452
Epoch   7 Batch  532/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.772, Loss:  0.501
Epoch   7 Batch  533/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.768, Loss:  0.499
Epoch   7 Batch  534/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.770, Loss:  0.475
Epoch   7 Batch  535/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.775, Loss:  0.461
Epoch   7 Batch  536/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.774, Loss:  0.460
Epoch   7 Batch  537/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.776, Loss:  0.488
Epoch   7 Batch  538/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.773, Loss:  0.441
Epoch   7 Batch  539/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.762, Loss:  0.486
Epoch   7 Batch  540/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.771, Loss:  0.439
Epoch   7 Batch  541/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.772, Loss:  0.491
Epoch   7 Batch  542/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.766, Loss:  0.485
Epoch   7 Batch  543/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.771, Loss:  0.484
Epoch   7 Batch  544/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.769, Loss:  0.470
Epoch   7 Batch  545/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.774, Loss:  0.528
Epoch   7 Batch  546/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.770, Loss:  0.498
Epoch   7 Batch  547/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.769, Loss:  0.466
Epoch   7 Batch  548/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.771, Loss:  0.485
Epoch   7 Batch  549/1077 - Train Accuracy:  0.732, Validation Accuracy:  0.771, Loss:  0.527
Epoch   7 Batch  550/1077 - Train Accuracy:  0.729, Validation Accuracy:  0.769, Loss:  0.486
Epoch   7 Batch  551/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.772, Loss:  0.502
Epoch   7 Batch  552/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.769, Loss:  0.469
Epoch   7 Batch  553/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.771, Loss:  0.481
Epoch   7 Batch  554/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.769, Loss:  0.477
Epoch   7 Batch  555/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.767, Loss:  0.468
Epoch   7 Batch  556/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.765, Loss:  0.458
Epoch   7 Batch  557/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.761, Loss:  0.466
Epoch   7 Batch  558/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.765, Loss:  0.461
Epoch   7 Batch  559/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.766, Loss:  0.440
Epoch   7 Batch  560/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.768, Loss:  0.465
Epoch   7 Batch  561/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.768, Loss:  0.451
Epoch   7 Batch  562/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.770, Loss:  0.444
Epoch   7 Batch  563/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.764, Loss:  0.508
Epoch   7 Batch  564/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.766, Loss:  0.506
Epoch   7 Batch  565/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.772, Loss:  0.502
Epoch   7 Batch  566/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.772, Loss:  0.520
Epoch   7 Batch  567/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.779, Loss:  0.484
Epoch   7 Batch  568/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.777, Loss:  0.480
Epoch   7 Batch  569/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.777, Loss:  0.505
Epoch   7 Batch  570/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.782, Loss:  0.508
Epoch   7 Batch  571/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.775, Loss:  0.449
Epoch   7 Batch  572/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.769, Loss:  0.447
Epoch   7 Batch  573/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.763, Loss:  0.485
Epoch   7 Batch  574/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.758, Loss:  0.502
Epoch   7 Batch  575/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.756, Loss:  0.469
Epoch   7 Batch  576/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.763, Loss:  0.503
Epoch   7 Batch  577/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.768, Loss:  0.496
Epoch   7 Batch  578/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.758, Loss:  0.511
Epoch   7 Batch  579/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.757, Loss:  0.454
Epoch   7 Batch  580/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.758, Loss:  0.443
Epoch   7 Batch  581/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.754, Loss:  0.454
Epoch   7 Batch  582/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.757, Loss:  0.462
Epoch   7 Batch  583/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.756, Loss:  0.487
Epoch   7 Batch  584/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.753, Loss:  0.467
Epoch   7 Batch  585/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.753, Loss:  0.436
Epoch   7 Batch  586/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.753, Loss:  0.504
Epoch   7 Batch  587/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.752, Loss:  0.462
Epoch   7 Batch  588/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.759, Loss:  0.481
Epoch   7 Batch  589/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.773, Loss:  0.481
Epoch   7 Batch  590/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.771, Loss:  0.497
Epoch   7 Batch  591/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.778, Loss:  0.471
Epoch   7 Batch  592/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.778, Loss:  0.484
Epoch   7 Batch  593/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.777, Loss:  0.465
Epoch   7 Batch  594/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.776, Loss:  0.476
Epoch   7 Batch  595/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.777, Loss:  0.494
Epoch   7 Batch  596/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.775, Loss:  0.496
Epoch   7 Batch  597/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.773, Loss:  0.481
Epoch   7 Batch  598/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.772, Loss:  0.435
Epoch   7 Batch  599/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.772, Loss:  0.529
Epoch   7 Batch  600/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.772, Loss:  0.442
Epoch   7 Batch  601/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.780, Loss:  0.471
Epoch   7 Batch  602/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.781, Loss:  0.476
Epoch   7 Batch  603/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.770, Loss:  0.475
Epoch   7 Batch  604/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.768, Loss:  0.481
Epoch   7 Batch  605/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.757, Loss:  0.516
Epoch   7 Batch  606/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.752, Loss:  0.451
Epoch   7 Batch  607/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.757, Loss:  0.459
Epoch   7 Batch  608/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.759, Loss:  0.488
Epoch   7 Batch  609/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.771, Loss:  0.495
Epoch   7 Batch  610/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.766, Loss:  0.508
Epoch   7 Batch  611/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.770, Loss:  0.491
Epoch   7 Batch  612/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.774, Loss:  0.442
Epoch   7 Batch  613/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.766, Loss:  0.499
Epoch   7 Batch  614/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.761, Loss:  0.459
Epoch   7 Batch  615/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.765, Loss:  0.469
Epoch   7 Batch  616/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.767, Loss:  0.509
Epoch   7 Batch  617/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.765, Loss:  0.471
Epoch   7 Batch  618/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.763, Loss:  0.472
Epoch   7 Batch  619/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.759, Loss:  0.480
Epoch   7 Batch  620/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.759, Loss:  0.468
Epoch   7 Batch  621/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.752, Loss:  0.465
Epoch   7 Batch  622/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.753, Loss:  0.487
Epoch   7 Batch  623/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.750, Loss:  0.508
Epoch   7 Batch  624/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.750, Loss:  0.448
Epoch   7 Batch  625/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.756, Loss:  0.486
Epoch   7 Batch  626/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.760, Loss:  0.445
Epoch   7 Batch  627/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.758, Loss:  0.460
Epoch   7 Batch  628/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.759, Loss:  0.522
Epoch   7 Batch  629/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.758, Loss:  0.499
Epoch   7 Batch  630/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.754, Loss:  0.479
Epoch   7 Batch  631/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.755, Loss:  0.475
Epoch   7 Batch  632/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.766, Loss:  0.501
Epoch   7 Batch  633/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.767, Loss:  0.475
Epoch   7 Batch  634/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.769, Loss:  0.441
Epoch   7 Batch  635/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.768, Loss:  0.525
Epoch   7 Batch  636/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.767, Loss:  0.463
Epoch   7 Batch  637/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.768, Loss:  0.498
Epoch   7 Batch  638/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.765, Loss:  0.455
Epoch   7 Batch  639/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.762, Loss:  0.472
Epoch   7 Batch  640/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.759, Loss:  0.453
Epoch   7 Batch  641/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.760, Loss:  0.462
Epoch   7 Batch  642/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.766, Loss:  0.493
Epoch   7 Batch  643/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.763, Loss:  0.450
Epoch   7 Batch  644/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.758, Loss:  0.478
Epoch   7 Batch  645/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.766, Loss:  0.473
Epoch   7 Batch  646/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.762, Loss:  0.457
Epoch   7 Batch  647/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.758, Loss:  0.475
Epoch   7 Batch  648/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.752, Loss:  0.461
Epoch   7 Batch  649/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.754, Loss:  0.480
Epoch   7 Batch  650/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.743, Loss:  0.507
Epoch   7 Batch  651/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.748, Loss:  0.470
Epoch   7 Batch  652/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.749, Loss:  0.510
Epoch   7 Batch  653/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.756, Loss:  0.474
Epoch   7 Batch  654/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.760, Loss:  0.427
Epoch   7 Batch  655/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.754, Loss:  0.492
Epoch   7 Batch  656/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.750, Loss:  0.474
Epoch   7 Batch  657/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.755, Loss:  0.492
Epoch   7 Batch  658/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.756, Loss:  0.474
Epoch   7 Batch  659/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.756, Loss:  0.466
Epoch   7 Batch  660/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.756, Loss:  0.497
Epoch   7 Batch  661/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.750, Loss:  0.426
Epoch   7 Batch  662/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.756, Loss:  0.446
Epoch   7 Batch  663/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.756, Loss:  0.454
Epoch   7 Batch  664/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.763, Loss:  0.467
Epoch   7 Batch  665/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.762, Loss:  0.478
Epoch   7 Batch  666/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.760, Loss:  0.509
Epoch   7 Batch  667/1077 - Train Accuracy:  0.733, Validation Accuracy:  0.753, Loss:  0.495
Epoch   7 Batch  668/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.753, Loss:  0.479
Epoch   7 Batch  669/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.760, Loss:  0.472
Epoch   7 Batch  670/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.766, Loss:  0.434
Epoch   7 Batch  671/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.758, Loss:  0.503
Epoch   7 Batch  672/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.767, Loss:  0.472
Epoch   7 Batch  673/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.761, Loss:  0.452
Epoch   7 Batch  674/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.754, Loss:  0.480
Epoch   7 Batch  675/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.752, Loss:  0.485
Epoch   7 Batch  676/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.767, Loss:  0.486
Epoch   7 Batch  677/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.761, Loss:  0.492
Epoch   7 Batch  678/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.765, Loss:  0.460
Epoch   7 Batch  679/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.766, Loss:  0.524
Epoch   7 Batch  680/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.763, Loss:  0.442
Epoch   7 Batch  681/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.761, Loss:  0.496
Epoch   7 Batch  682/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.763, Loss:  0.505
Epoch   7 Batch  683/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.759, Loss:  0.476
Epoch   7 Batch  684/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.755, Loss:  0.476
Epoch   7 Batch  685/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.755, Loss:  0.491
Epoch   7 Batch  686/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.760, Loss:  0.441
Epoch   7 Batch  687/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.765, Loss:  0.509
Epoch   7 Batch  688/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.769, Loss:  0.465
Epoch   7 Batch  689/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.772, Loss:  0.460
Epoch   7 Batch  690/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.766, Loss:  0.454
Epoch   7 Batch  691/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.760, Loss:  0.530
Epoch   7 Batch  692/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.759, Loss:  0.430
Epoch   7 Batch  693/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.755, Loss:  0.538
Epoch   7 Batch  694/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.755, Loss:  0.458
Epoch   7 Batch  695/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.755, Loss:  0.441
Epoch   7 Batch  696/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.761, Loss:  0.513
Epoch   7 Batch  697/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.769, Loss:  0.455
Epoch   7 Batch  698/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.763, Loss:  0.456
Epoch   7 Batch  699/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.765, Loss:  0.490
Epoch   7 Batch  700/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.760, Loss:  0.455
Epoch   7 Batch  701/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.762, Loss:  0.487
Epoch   7 Batch  702/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.757, Loss:  0.472
Epoch   7 Batch  703/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.761, Loss:  0.499
Epoch   7 Batch  704/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.764, Loss:  0.507
Epoch   7 Batch  705/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.774, Loss:  0.514
Epoch   7 Batch  706/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.775, Loss:  0.482
Epoch   7 Batch  707/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.774, Loss:  0.469
Epoch   7 Batch  708/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.769, Loss:  0.485
Epoch   7 Batch  709/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.771, Loss:  0.511
Epoch   7 Batch  710/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.776, Loss:  0.469
Epoch   7 Batch  711/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.767, Loss:  0.531
Epoch   7 Batch  712/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.769, Loss:  0.452
Epoch   7 Batch  713/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.777, Loss:  0.429
Epoch   7 Batch  714/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.770, Loss:  0.443
Epoch   7 Batch  715/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.761, Loss:  0.499
Epoch   7 Batch  716/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.763, Loss:  0.435
Epoch   7 Batch  717/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.763, Loss:  0.475
Epoch   7 Batch  718/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.761, Loss:  0.484
Epoch   7 Batch  719/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.755, Loss:  0.444
Epoch   7 Batch  720/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.761, Loss:  0.515
Epoch   7 Batch  721/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.756, Loss:  0.486
Epoch   7 Batch  722/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.763, Loss:  0.465
Epoch   7 Batch  723/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.762, Loss:  0.461
Epoch   7 Batch  724/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.764, Loss:  0.503
Epoch   7 Batch  725/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.760, Loss:  0.442
Epoch   7 Batch  726/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.753, Loss:  0.446
Epoch   7 Batch  727/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.755, Loss:  0.448
Epoch   7 Batch  728/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.765, Loss:  0.469
Epoch   7 Batch  729/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.764, Loss:  0.483
Epoch   7 Batch  730/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.767, Loss:  0.484
Epoch   7 Batch  731/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.760, Loss:  0.474
Epoch   7 Batch  732/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.766, Loss:  0.511
Epoch   7 Batch  733/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.762, Loss:  0.495
Epoch   7 Batch  734/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.757, Loss:  0.514
Epoch   7 Batch  735/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.759, Loss:  0.456
Epoch   7 Batch  736/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.759, Loss:  0.463
Epoch   7 Batch  737/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.759, Loss:  0.491
Epoch   7 Batch  738/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.764, Loss:  0.406
Epoch   7 Batch  739/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.768, Loss:  0.446
Epoch   7 Batch  740/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.761, Loss:  0.471
Epoch   7 Batch  741/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.760, Loss:  0.487
Epoch   7 Batch  742/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.766, Loss:  0.479
Epoch   7 Batch  743/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.765, Loss:  0.487
Epoch   7 Batch  744/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.761, Loss:  0.450
Epoch   7 Batch  745/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.762, Loss:  0.465
Epoch   7 Batch  746/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.763, Loss:  0.461
Epoch   7 Batch  747/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.761, Loss:  0.431
Epoch   7 Batch  748/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.762, Loss:  0.468
Epoch   7 Batch  749/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.768, Loss:  0.489
Epoch   7 Batch  750/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.761, Loss:  0.460
Epoch   7 Batch  751/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.753, Loss:  0.469
Epoch   7 Batch  752/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.765, Loss:  0.438
Epoch   7 Batch  753/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.754, Loss:  0.454
Epoch   7 Batch  754/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.757, Loss:  0.477
Epoch   7 Batch  755/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.761, Loss:  0.481
Epoch   7 Batch  756/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.749, Loss:  0.466
Epoch   7 Batch  757/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.757, Loss:  0.485
Epoch   7 Batch  758/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.754, Loss:  0.436
Epoch   7 Batch  759/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.754, Loss:  0.412
Epoch   7 Batch  760/1077 - Train Accuracy:  0.734, Validation Accuracy:  0.759, Loss:  0.488
Epoch   7 Batch  761/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.761, Loss:  0.481
Epoch   7 Batch  762/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.760, Loss:  0.438
Epoch   7 Batch  763/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.763, Loss:  0.447
Epoch   7 Batch  764/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.761, Loss:  0.464
Epoch   7 Batch  765/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.759, Loss:  0.437
Epoch   7 Batch  766/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.766, Loss:  0.492
Epoch   7 Batch  767/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.767, Loss:  0.458
Epoch   7 Batch  768/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.768, Loss:  0.444
Epoch   7 Batch  769/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.773, Loss:  0.480
Epoch   7 Batch  770/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.772, Loss:  0.447
Epoch   7 Batch  771/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.771, Loss:  0.485
Epoch   7 Batch  772/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.771, Loss:  0.453
Epoch   7 Batch  773/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.768, Loss:  0.465
Epoch   7 Batch  774/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.761, Loss:  0.499
Epoch   7 Batch  775/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.756, Loss:  0.459
Epoch   7 Batch  776/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.757, Loss:  0.485
Epoch   7 Batch  777/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.756, Loss:  0.477
Epoch   7 Batch  778/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.756, Loss:  0.451
Epoch   7 Batch  779/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.755, Loss:  0.487
Epoch   7 Batch  780/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.760, Loss:  0.494
Epoch   7 Batch  781/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.762, Loss:  0.439
Epoch   7 Batch  782/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.760, Loss:  0.458
Epoch   7 Batch  783/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.767, Loss:  0.467
Epoch   7 Batch  784/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.764, Loss:  0.482
Epoch   7 Batch  785/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.762, Loss:  0.445
Epoch   7 Batch  786/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.768, Loss:  0.468
Epoch   7 Batch  787/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.767, Loss:  0.453
Epoch   7 Batch  788/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.769, Loss:  0.459
Epoch   7 Batch  789/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.766, Loss:  0.481
Epoch   7 Batch  790/1077 - Train Accuracy:  0.715, Validation Accuracy:  0.769, Loss:  0.501
Epoch   7 Batch  791/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.768, Loss:  0.474
Epoch   7 Batch  792/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.764, Loss:  0.480
Epoch   7 Batch  793/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.763, Loss:  0.462
Epoch   7 Batch  794/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.767, Loss:  0.467
Epoch   7 Batch  795/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.765, Loss:  0.490
Epoch   7 Batch  796/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.763, Loss:  0.488
Epoch   7 Batch  797/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.766, Loss:  0.482
Epoch   7 Batch  798/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.767, Loss:  0.472
Epoch   7 Batch  799/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.765, Loss:  0.520
Epoch   7 Batch  800/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.766, Loss:  0.450
Epoch   7 Batch  801/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.766, Loss:  0.496
Epoch   7 Batch  802/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.767, Loss:  0.476
Epoch   7 Batch  803/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.766, Loss:  0.476
Epoch   7 Batch  804/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.766, Loss:  0.480
Epoch   7 Batch  805/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.757, Loss:  0.471
Epoch   7 Batch  806/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.753, Loss:  0.475
Epoch   7 Batch  807/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.757, Loss:  0.456
Epoch   7 Batch  808/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.766, Loss:  0.483
Epoch   7 Batch  809/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.771, Loss:  0.496
Epoch   7 Batch  810/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.767, Loss:  0.433
Epoch   7 Batch  811/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.768, Loss:  0.433
Epoch   7 Batch  812/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.762, Loss:  0.485
Epoch   7 Batch  813/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.759, Loss:  0.461
Epoch   7 Batch  814/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.757, Loss:  0.483
Epoch   7 Batch  815/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.752, Loss:  0.481
Epoch   7 Batch  816/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.760, Loss:  0.493
Epoch   7 Batch  817/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.760, Loss:  0.481
Epoch   7 Batch  818/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.761, Loss:  0.478
Epoch   7 Batch  819/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.757, Loss:  0.467
Epoch   7 Batch  820/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.758, Loss:  0.480
Epoch   7 Batch  821/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.758, Loss:  0.469
Epoch   7 Batch  822/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.763, Loss:  0.470
Epoch   7 Batch  823/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.761, Loss:  0.477
Epoch   7 Batch  824/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.765, Loss:  0.449
Epoch   7 Batch  825/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.766, Loss:  0.442
Epoch   7 Batch  826/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.766, Loss:  0.437
Epoch   7 Batch  827/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.764, Loss:  0.488
Epoch   7 Batch  828/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.770, Loss:  0.469
Epoch   7 Batch  829/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.767, Loss:  0.502
Epoch   7 Batch  830/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.767, Loss:  0.456
Epoch   7 Batch  831/1077 - Train Accuracy:  0.727, Validation Accuracy:  0.763, Loss:  0.469
Epoch   7 Batch  832/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.763, Loss:  0.466
Epoch   7 Batch  833/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.762, Loss:  0.473
Epoch   7 Batch  834/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.767, Loss:  0.451
Epoch   7 Batch  835/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.767, Loss:  0.481
Epoch   7 Batch  836/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.766, Loss:  0.484
Epoch   7 Batch  837/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.767, Loss:  0.490
Epoch   7 Batch  838/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.767, Loss:  0.467
Epoch   7 Batch  839/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.764, Loss:  0.461
Epoch   7 Batch  840/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.763, Loss:  0.447
Epoch   7 Batch  841/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.761, Loss:  0.446
Epoch   7 Batch  842/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.766, Loss:  0.452
Epoch   7 Batch  843/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.762, Loss:  0.463
Epoch   7 Batch  844/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.774, Loss:  0.433
Epoch   7 Batch  845/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.776, Loss:  0.479
Epoch   7 Batch  846/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.770, Loss:  0.498
Epoch   7 Batch  847/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.767, Loss:  0.477
Epoch   7 Batch  848/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.766, Loss:  0.486
Epoch   7 Batch  849/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.764, Loss:  0.453
Epoch   7 Batch  850/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.762, Loss:  0.496
Epoch   7 Batch  851/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.763, Loss:  0.460
Epoch   7 Batch  852/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.763, Loss:  0.488
Epoch   7 Batch  853/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.760, Loss:  0.432
Epoch   7 Batch  854/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.761, Loss:  0.465
Epoch   7 Batch  855/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.763, Loss:  0.467
Epoch   7 Batch  856/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.763, Loss:  0.483
Epoch   7 Batch  857/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.765, Loss:  0.461
Epoch   7 Batch  858/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.768, Loss:  0.454
Epoch   7 Batch  859/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.768, Loss:  0.469
Epoch   7 Batch  860/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.770, Loss:  0.460
Epoch   7 Batch  861/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.768, Loss:  0.468
Epoch   7 Batch  862/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.768, Loss:  0.458
Epoch   7 Batch  863/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.768, Loss:  0.438
Epoch   7 Batch  864/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.766, Loss:  0.465
Epoch   7 Batch  865/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.760, Loss:  0.440
Epoch   7 Batch  866/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.762, Loss:  0.441
Epoch   7 Batch  867/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.764, Loss:  0.516
Epoch   7 Batch  868/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.765, Loss:  0.467
Epoch   7 Batch  869/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.767, Loss:  0.474
Epoch   7 Batch  870/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.772, Loss:  0.533
Epoch   7 Batch  871/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.774, Loss:  0.472
Epoch   7 Batch  872/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.775, Loss:  0.451
Epoch   7 Batch  873/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.767, Loss:  0.488
Epoch   7 Batch  874/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.769, Loss:  0.473
Epoch   7 Batch  875/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.771, Loss:  0.474
Epoch   7 Batch  876/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.771, Loss:  0.480
Epoch   7 Batch  877/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.772, Loss:  0.466
Epoch   7 Batch  878/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.771, Loss:  0.474
Epoch   7 Batch  879/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.769, Loss:  0.449
Epoch   7 Batch  880/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.767, Loss:  0.470
Epoch   7 Batch  881/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.764, Loss:  0.487
Epoch   7 Batch  882/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.763, Loss:  0.496
Epoch   7 Batch  883/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.765, Loss:  0.519
Epoch   7 Batch  884/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.772, Loss:  0.457
Epoch   7 Batch  885/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.763, Loss:  0.407
Epoch   7 Batch  886/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.762, Loss:  0.489
Epoch   7 Batch  887/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.766, Loss:  0.492
Epoch   7 Batch  888/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.767, Loss:  0.459
Epoch   7 Batch  889/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.761, Loss:  0.468
Epoch   7 Batch  890/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.762, Loss:  0.447
Epoch   7 Batch  891/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.759, Loss:  0.476
Epoch   7 Batch  892/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.765, Loss:  0.463
Epoch   7 Batch  893/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.760, Loss:  0.477
Epoch   7 Batch  894/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.766, Loss:  0.421
Epoch   7 Batch  895/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.768, Loss:  0.469
Epoch   7 Batch  896/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.767, Loss:  0.511
Epoch   7 Batch  897/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.776, Loss:  0.434
Epoch   7 Batch  898/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.771, Loss:  0.456
Epoch   7 Batch  899/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.776, Loss:  0.472
Epoch   7 Batch  900/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.772, Loss:  0.499
Epoch   7 Batch  901/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.769, Loss:  0.474
Epoch   7 Batch  902/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.767, Loss:  0.481
Epoch   7 Batch  903/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.765, Loss:  0.459
Epoch   7 Batch  904/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.766, Loss:  0.479
Epoch   7 Batch  905/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.765, Loss:  0.462
Epoch   7 Batch  906/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.761, Loss:  0.444
Epoch   7 Batch  907/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.762, Loss:  0.454
Epoch   7 Batch  908/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.757, Loss:  0.493
Epoch   7 Batch  909/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.765, Loss:  0.467
Epoch   7 Batch  910/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.770, Loss:  0.441
Epoch   7 Batch  911/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.775, Loss:  0.419
Epoch   7 Batch  912/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.767, Loss:  0.472
Epoch   7 Batch  913/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.765, Loss:  0.510
Epoch   7 Batch  914/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.762, Loss:  0.434
Epoch   7 Batch  915/1077 - Train Accuracy:  0.720, Validation Accuracy:  0.781, Loss:  0.498
Epoch   7 Batch  916/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.781, Loss:  0.468
Epoch   7 Batch  917/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.776, Loss:  0.493
Epoch   7 Batch  918/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.768, Loss:  0.429
Epoch   7 Batch  919/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.767, Loss:  0.457
Epoch   7 Batch  920/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.771, Loss:  0.458
Epoch   7 Batch  921/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.771, Loss:  0.471
Epoch   7 Batch  922/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.778, Loss:  0.471
Epoch   7 Batch  923/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.779, Loss:  0.495
Epoch   7 Batch  924/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.773, Loss:  0.514
Epoch   7 Batch  925/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.774, Loss:  0.465
Epoch   7 Batch  926/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.777, Loss:  0.474
Epoch   7 Batch  927/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.773, Loss:  0.486
Epoch   7 Batch  928/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.764, Loss:  0.464
Epoch   7 Batch  929/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.765, Loss:  0.506
Epoch   7 Batch  930/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.766, Loss:  0.450
Epoch   7 Batch  931/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.762, Loss:  0.442
Epoch   7 Batch  932/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.760, Loss:  0.489
Epoch   7 Batch  933/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.765, Loss:  0.482
Epoch   7 Batch  934/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.766, Loss:  0.490
Epoch   7 Batch  935/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.765, Loss:  0.478
Epoch   7 Batch  936/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.766, Loss:  0.465
Epoch   7 Batch  937/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.770, Loss:  0.499
Epoch   7 Batch  938/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.771, Loss:  0.468
Epoch   7 Batch  939/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.770, Loss:  0.463
Epoch   7 Batch  940/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.776, Loss:  0.458
Epoch   7 Batch  941/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.780, Loss:  0.454
Epoch   7 Batch  942/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.779, Loss:  0.488
Epoch   7 Batch  943/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.777, Loss:  0.470
Epoch   7 Batch  944/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.781, Loss:  0.453
Epoch   7 Batch  945/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.777, Loss:  0.458
Epoch   7 Batch  946/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.775, Loss:  0.468
Epoch   7 Batch  947/1077 - Train Accuracy:  0.725, Validation Accuracy:  0.776, Loss:  0.528
Epoch   7 Batch  948/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.779, Loss:  0.471
Epoch   7 Batch  949/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.782, Loss:  0.415
Epoch   7 Batch  950/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.783, Loss:  0.431
Epoch   7 Batch  951/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.765, Loss:  0.459
Epoch   7 Batch  952/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.762, Loss:  0.444
Epoch   7 Batch  953/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.763, Loss:  0.465
Epoch   7 Batch  954/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.763, Loss:  0.487
Epoch   7 Batch  955/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.767, Loss:  0.468
Epoch   7 Batch  956/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.768, Loss:  0.472
Epoch   7 Batch  957/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.772, Loss:  0.447
Epoch   7 Batch  958/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.773, Loss:  0.443
Epoch   7 Batch  959/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.769, Loss:  0.443
Epoch   7 Batch  960/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.774, Loss:  0.446
Epoch   7 Batch  961/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.781, Loss:  0.480
Epoch   7 Batch  962/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.781, Loss:  0.446
Epoch   7 Batch  963/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.784, Loss:  0.535
Epoch   7 Batch  964/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.783, Loss:  0.456
Epoch   7 Batch  965/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.774, Loss:  0.491
Epoch   7 Batch  966/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.770, Loss:  0.408
Epoch   7 Batch  967/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.769, Loss:  0.438
Epoch   7 Batch  968/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.770, Loss:  0.500
Epoch   7 Batch  969/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.772, Loss:  0.494
Epoch   7 Batch  970/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.768, Loss:  0.491
Epoch   7 Batch  971/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.768, Loss:  0.463
Epoch   7 Batch  972/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.774, Loss:  0.476
Epoch   7 Batch  973/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.772, Loss:  0.421
Epoch   7 Batch  974/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.773, Loss:  0.455
Epoch   7 Batch  975/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.763, Loss:  0.442
Epoch   7 Batch  976/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.776, Loss:  0.452
Epoch   7 Batch  977/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.763, Loss:  0.436
Epoch   7 Batch  978/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.766, Loss:  0.470
Epoch   7 Batch  979/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.767, Loss:  0.505
Epoch   7 Batch  980/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.758, Loss:  0.458
Epoch   7 Batch  981/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.762, Loss:  0.482
Epoch   7 Batch  982/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.761, Loss:  0.456
Epoch   7 Batch  983/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.765, Loss:  0.490
Epoch   7 Batch  984/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.761, Loss:  0.507
Epoch   7 Batch  985/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.761, Loss:  0.453
Epoch   7 Batch  986/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.769, Loss:  0.472
Epoch   7 Batch  987/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.770, Loss:  0.443
Epoch   7 Batch  988/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.771, Loss:  0.465
Epoch   7 Batch  989/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.772, Loss:  0.483
Epoch   7 Batch  990/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.773, Loss:  0.491
Epoch   7 Batch  991/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.775, Loss:  0.488
Epoch   7 Batch  992/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.772, Loss:  0.472
Epoch   7 Batch  993/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.772, Loss:  0.434
Epoch   7 Batch  994/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.772, Loss:  0.464
Epoch   7 Batch  995/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.771, Loss:  0.448
Epoch   7 Batch  996/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.761, Loss:  0.452
Epoch   7 Batch  997/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.759, Loss:  0.487
Epoch   7 Batch  998/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.760, Loss:  0.450
Epoch   7 Batch  999/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.765, Loss:  0.463
Epoch   7 Batch 1000/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.759, Loss:  0.435
Epoch   7 Batch 1001/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.759, Loss:  0.429
Epoch   7 Batch 1002/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.766, Loss:  0.453
Epoch   7 Batch 1003/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.772, Loss:  0.456
Epoch   7 Batch 1004/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.776, Loss:  0.468
Epoch   7 Batch 1005/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.775, Loss:  0.469
Epoch   7 Batch 1006/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.772, Loss:  0.456
Epoch   7 Batch 1007/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.767, Loss:  0.434
Epoch   7 Batch 1008/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.776, Loss:  0.481
Epoch   7 Batch 1009/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.767, Loss:  0.434
Epoch   7 Batch 1010/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.771, Loss:  0.475
Epoch   7 Batch 1011/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.763, Loss:  0.465
Epoch   7 Batch 1012/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.766, Loss:  0.442
Epoch   7 Batch 1013/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.760, Loss:  0.438
Epoch   7 Batch 1014/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.760, Loss:  0.479
Epoch   7 Batch 1015/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.763, Loss:  0.508
Epoch   7 Batch 1016/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.763, Loss:  0.482
Epoch   7 Batch 1017/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.763, Loss:  0.478
Epoch   7 Batch 1018/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.767, Loss:  0.433
Epoch   7 Batch 1019/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.769, Loss:  0.486
Epoch   7 Batch 1020/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.765, Loss:  0.448
Epoch   7 Batch 1021/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.766, Loss:  0.452
Epoch   7 Batch 1022/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.763, Loss:  0.441
Epoch   7 Batch 1023/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.768, Loss:  0.428
Epoch   7 Batch 1024/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.770, Loss:  0.499
Epoch   7 Batch 1025/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.770, Loss:  0.465
Epoch   7 Batch 1026/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.763, Loss:  0.449
Epoch   7 Batch 1027/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.764, Loss:  0.480
Epoch   7 Batch 1028/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.765, Loss:  0.469
Epoch   7 Batch 1029/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.767, Loss:  0.461
Epoch   7 Batch 1030/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.762, Loss:  0.468
Epoch   7 Batch 1031/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.763, Loss:  0.496
Epoch   7 Batch 1032/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.765, Loss:  0.460
Epoch   7 Batch 1033/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.767, Loss:  0.454
Epoch   7 Batch 1034/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.763, Loss:  0.473
Epoch   7 Batch 1035/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.756, Loss:  0.429
Epoch   7 Batch 1036/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.758, Loss:  0.479
Epoch   7 Batch 1037/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.761, Loss:  0.499
Epoch   7 Batch 1038/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.766, Loss:  0.462
Epoch   7 Batch 1039/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.770, Loss:  0.432
Epoch   7 Batch 1040/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.766, Loss:  0.471
Epoch   7 Batch 1041/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.766, Loss:  0.484
Epoch   7 Batch 1042/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.760, Loss:  0.462
Epoch   7 Batch 1043/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.754, Loss:  0.466
Epoch   7 Batch 1044/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.745, Loss:  0.459
Epoch   7 Batch 1045/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.747, Loss:  0.465
Epoch   7 Batch 1046/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.753, Loss:  0.442
Epoch   7 Batch 1047/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.760, Loss:  0.453
Epoch   7 Batch 1048/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.761, Loss:  0.471
Epoch   7 Batch 1049/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.761, Loss:  0.490
Epoch   7 Batch 1050/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.766, Loss:  0.471
Epoch   7 Batch 1051/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.766, Loss:  0.446
Epoch   7 Batch 1052/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.774, Loss:  0.439
Epoch   7 Batch 1053/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.771, Loss:  0.462
Epoch   7 Batch 1054/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.771, Loss:  0.482
Epoch   7 Batch 1055/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.773, Loss:  0.466
Epoch   7 Batch 1056/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.773, Loss:  0.462
Epoch   7 Batch 1057/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.772, Loss:  0.481
Epoch   7 Batch 1058/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.774, Loss:  0.507
Epoch   7 Batch 1059/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.768, Loss:  0.513
Epoch   7 Batch 1060/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.772, Loss:  0.412
Epoch   7 Batch 1061/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.772, Loss:  0.489
Epoch   7 Batch 1062/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.771, Loss:  0.460
Epoch   7 Batch 1063/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.768, Loss:  0.463
Epoch   7 Batch 1064/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.769, Loss:  0.457
Epoch   7 Batch 1065/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.770, Loss:  0.443
Epoch   7 Batch 1066/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.764, Loss:  0.457
Epoch   7 Batch 1067/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.762, Loss:  0.469
Epoch   7 Batch 1068/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.761, Loss:  0.445
Epoch   7 Batch 1069/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.759, Loss:  0.421
Epoch   7 Batch 1070/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.758, Loss:  0.476
Epoch   7 Batch 1071/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.762, Loss:  0.452
Epoch   7 Batch 1072/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.762, Loss:  0.473
Epoch   7 Batch 1073/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.766, Loss:  0.473
Epoch   7 Batch 1074/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.767, Loss:  0.483
Epoch   7 Batch 1075/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.767, Loss:  0.503
Epoch   8 Batch    0/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.769, Loss:  0.423
Epoch   8 Batch    1/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.774, Loss:  0.470
Epoch   8 Batch    2/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.774, Loss:  0.493
Epoch   8 Batch    3/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.772, Loss:  0.457
Epoch   8 Batch    4/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.777, Loss:  0.504
Epoch   8 Batch    5/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.772, Loss:  0.515
Epoch   8 Batch    6/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.772, Loss:  0.466
Epoch   8 Batch    7/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.773, Loss:  0.437
Epoch   8 Batch    8/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.772, Loss:  0.459
Epoch   8 Batch    9/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.775, Loss:  0.440
Epoch   8 Batch   10/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.768, Loss:  0.482
Epoch   8 Batch   11/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.762, Loss:  0.463
Epoch   8 Batch   12/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.762, Loss:  0.481
Epoch   8 Batch   13/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.759, Loss:  0.464
Epoch   8 Batch   14/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.757, Loss:  0.421
Epoch   8 Batch   15/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.761, Loss:  0.440
Epoch   8 Batch   16/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.760, Loss:  0.462
Epoch   8 Batch   17/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.765, Loss:  0.467
Epoch   8 Batch   18/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.768, Loss:  0.466
Epoch   8 Batch   19/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.765, Loss:  0.467
Epoch   8 Batch   20/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.768, Loss:  0.444
Epoch   8 Batch   21/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.768, Loss:  0.493
Epoch   8 Batch   22/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.769, Loss:  0.464
Epoch   8 Batch   23/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.769, Loss:  0.465
Epoch   8 Batch   24/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.771, Loss:  0.469
Epoch   8 Batch   25/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.771, Loss:  0.439
Epoch   8 Batch   26/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.771, Loss:  0.492
Epoch   8 Batch   27/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.771, Loss:  0.413
Epoch   8 Batch   28/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.771, Loss:  0.460
Epoch   8 Batch   29/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.771, Loss:  0.452
Epoch   8 Batch   30/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.764, Loss:  0.451
Epoch   8 Batch   31/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.764, Loss:  0.461
Epoch   8 Batch   32/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.763, Loss:  0.429
Epoch   8 Batch   33/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.760, Loss:  0.417
Epoch   8 Batch   34/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.759, Loss:  0.476
Epoch   8 Batch   35/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.756, Loss:  0.476
Epoch   8 Batch   36/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.754, Loss:  0.459
Epoch   8 Batch   37/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.757, Loss:  0.466
Epoch   8 Batch   38/1077 - Train Accuracy:  0.744, Validation Accuracy:  0.759, Loss:  0.524
Epoch   8 Batch   39/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.761, Loss:  0.511
Epoch   8 Batch   40/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.762, Loss:  0.466
Epoch   8 Batch   41/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.771, Loss:  0.468
Epoch   8 Batch   42/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.766, Loss:  0.491
Epoch   8 Batch   43/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.765, Loss:  0.469
Epoch   8 Batch   44/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.762, Loss:  0.487
Epoch   8 Batch   45/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.764, Loss:  0.465
Epoch   8 Batch   46/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.766, Loss:  0.499
Epoch   8 Batch   47/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.763, Loss:  0.457
Epoch   8 Batch   48/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.760, Loss:  0.500
Epoch   8 Batch   49/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.761, Loss:  0.480
Epoch   8 Batch   50/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.758, Loss:  0.473
Epoch   8 Batch   51/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.753, Loss:  0.442
Epoch   8 Batch   52/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.757, Loss:  0.469
Epoch   8 Batch   53/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.753, Loss:  0.492
Epoch   8 Batch   54/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.761, Loss:  0.517
Epoch   8 Batch   55/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.761, Loss:  0.449
Epoch   8 Batch   56/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.762, Loss:  0.471
Epoch   8 Batch   57/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.759, Loss:  0.437
Epoch   8 Batch   58/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.746, Loss:  0.454
Epoch   8 Batch   59/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.747, Loss:  0.476
Epoch   8 Batch   60/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.748, Loss:  0.455
Epoch   8 Batch   61/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.754, Loss:  0.468
Epoch   8 Batch   62/1077 - Train Accuracy:  0.737, Validation Accuracy:  0.762, Loss:  0.504
Epoch   8 Batch   63/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.758, Loss:  0.420
Epoch   8 Batch   64/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.759, Loss:  0.464
Epoch   8 Batch   65/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.761, Loss:  0.470
Epoch   8 Batch   66/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.761, Loss:  0.446
Epoch   8 Batch   67/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.760, Loss:  0.447
Epoch   8 Batch   68/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.768, Loss:  0.472
Epoch   8 Batch   69/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.765, Loss:  0.499
Epoch   8 Batch   70/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.767, Loss:  0.479
Epoch   8 Batch   71/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.767, Loss:  0.446
Epoch   8 Batch   72/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.771, Loss:  0.449
Epoch   8 Batch   73/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.774, Loss:  0.488
Epoch   8 Batch   74/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.773, Loss:  0.416
Epoch   8 Batch   75/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.775, Loss:  0.501
Epoch   8 Batch   76/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.773, Loss:  0.424
Epoch   8 Batch   77/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.775, Loss:  0.470
Epoch   8 Batch   78/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.774, Loss:  0.486
Epoch   8 Batch   79/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.776, Loss:  0.468
Epoch   8 Batch   80/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.780, Loss:  0.472
Epoch   8 Batch   81/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.792, Loss:  0.462
Epoch   8 Batch   82/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.779, Loss:  0.403
Epoch   8 Batch   83/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.783, Loss:  0.497
Epoch   8 Batch   84/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.778, Loss:  0.479
Epoch   8 Batch   85/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.771, Loss:  0.436
Epoch   8 Batch   86/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.770, Loss:  0.448
Epoch   8 Batch   87/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.762, Loss:  0.488
Epoch   8 Batch   88/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.760, Loss:  0.475
Epoch   8 Batch   89/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.758, Loss:  0.461
Epoch   8 Batch   90/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.765, Loss:  0.495
Epoch   8 Batch   91/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.770, Loss:  0.406
Epoch   8 Batch   92/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.768, Loss:  0.461
Epoch   8 Batch   93/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.772, Loss:  0.468
Epoch   8 Batch   94/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.772, Loss:  0.436
Epoch   8 Batch   95/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.781, Loss:  0.465
Epoch   8 Batch   96/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.783, Loss:  0.451
Epoch   8 Batch   97/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.775, Loss:  0.465
Epoch   8 Batch   98/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.778, Loss:  0.429
Epoch   8 Batch   99/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.772, Loss:  0.477
Epoch   8 Batch  100/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.772, Loss:  0.471
Epoch   8 Batch  101/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.774, Loss:  0.470
Epoch   8 Batch  102/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.773, Loss:  0.435
Epoch   8 Batch  103/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.781, Loss:  0.532
Epoch   8 Batch  104/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.777, Loss:  0.482
Epoch   8 Batch  105/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.771, Loss:  0.452
Epoch   8 Batch  106/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.770, Loss:  0.526
Epoch   8 Batch  107/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.763, Loss:  0.451
Epoch   8 Batch  108/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.764, Loss:  0.417
Epoch   8 Batch  109/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.765, Loss:  0.452
Epoch   8 Batch  110/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.767, Loss:  0.419
Epoch   8 Batch  111/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.765, Loss:  0.480
Epoch   8 Batch  112/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.772, Loss:  0.469
Epoch   8 Batch  113/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.774, Loss:  0.475
Epoch   8 Batch  114/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.779, Loss:  0.439
Epoch   8 Batch  115/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.773, Loss:  0.479
Epoch   8 Batch  116/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.771, Loss:  0.498
Epoch   8 Batch  117/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.774, Loss:  0.485
Epoch   8 Batch  118/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.775, Loss:  0.476
Epoch   8 Batch  119/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.775, Loss:  0.467
Epoch   8 Batch  120/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.778, Loss:  0.472
Epoch   8 Batch  121/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.777, Loss:  0.470
Epoch   8 Batch  122/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.776, Loss:  0.454
Epoch   8 Batch  123/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.773, Loss:  0.438
Epoch   8 Batch  124/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.773, Loss:  0.473
Epoch   8 Batch  125/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.775, Loss:  0.458
Epoch   8 Batch  126/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.777, Loss:  0.445
Epoch   8 Batch  127/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.770, Loss:  0.457
Epoch   8 Batch  128/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.765, Loss:  0.453
Epoch   8 Batch  129/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.760, Loss:  0.481
Epoch   8 Batch  130/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.758, Loss:  0.425
Epoch   8 Batch  131/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.759, Loss:  0.460
Epoch   8 Batch  132/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.769, Loss:  0.478
Epoch   8 Batch  133/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.770, Loss:  0.482
Epoch   8 Batch  134/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.771, Loss:  0.435
Epoch   8 Batch  135/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.771, Loss:  0.444
Epoch   8 Batch  136/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.776, Loss:  0.451
Epoch   8 Batch  137/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.783, Loss:  0.414
Epoch   8 Batch  138/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.780, Loss:  0.433
Epoch   8 Batch  139/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.778, Loss:  0.464
Epoch   8 Batch  140/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.779, Loss:  0.475
Epoch   8 Batch  141/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.772, Loss:  0.455
Epoch   8 Batch  142/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.773, Loss:  0.430
Epoch   8 Batch  143/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.771, Loss:  0.450
Epoch   8 Batch  144/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.771, Loss:  0.514
Epoch   8 Batch  145/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.770, Loss:  0.477
Epoch   8 Batch  146/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.773, Loss:  0.495
Epoch   8 Batch  147/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.770, Loss:  0.486
Epoch   8 Batch  148/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.775, Loss:  0.460
Epoch   8 Batch  149/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.771, Loss:  0.458
Epoch   8 Batch  150/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.771, Loss:  0.445
Epoch   8 Batch  151/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.771, Loss:  0.432
Epoch   8 Batch  152/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.771, Loss:  0.469
Epoch   8 Batch  153/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.769, Loss:  0.485
Epoch   8 Batch  154/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.765, Loss:  0.484
Epoch   8 Batch  155/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.763, Loss:  0.487
Epoch   8 Batch  156/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.757, Loss:  0.465
Epoch   8 Batch  157/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.761, Loss:  0.468
Epoch   8 Batch  158/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.761, Loss:  0.457
Epoch   8 Batch  159/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.758, Loss:  0.413
Epoch   8 Batch  160/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.759, Loss:  0.443
Epoch   8 Batch  161/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.762, Loss:  0.466
Epoch   8 Batch  162/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.760, Loss:  0.507
Epoch   8 Batch  163/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.761, Loss:  0.481
Epoch   8 Batch  164/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.760, Loss:  0.443
Epoch   8 Batch  165/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.760, Loss:  0.456
Epoch   8 Batch  166/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.756, Loss:  0.449
Epoch   8 Batch  167/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.754, Loss:  0.455
Epoch   8 Batch  168/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.754, Loss:  0.482
Epoch   8 Batch  169/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.753, Loss:  0.470
Epoch   8 Batch  170/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.751, Loss:  0.498
Epoch   8 Batch  171/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.760, Loss:  0.449
Epoch   8 Batch  172/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.761, Loss:  0.433
Epoch   8 Batch  173/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.758, Loss:  0.491
Epoch   8 Batch  174/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.753, Loss:  0.433
Epoch   8 Batch  175/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.753, Loss:  0.431
Epoch   8 Batch  176/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.754, Loss:  0.468
Epoch   8 Batch  177/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.756, Loss:  0.485
Epoch   8 Batch  178/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.757, Loss:  0.437
Epoch   8 Batch  179/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.753, Loss:  0.472
Epoch   8 Batch  180/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.763, Loss:  0.459
Epoch   8 Batch  181/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.769, Loss:  0.469
Epoch   8 Batch  182/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.766, Loss:  0.478
Epoch   8 Batch  183/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.775, Loss:  0.469
Epoch   8 Batch  184/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.777, Loss:  0.451
Epoch   8 Batch  185/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.772, Loss:  0.476
Epoch   8 Batch  186/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.765, Loss:  0.470
Epoch   8 Batch  187/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.762, Loss:  0.447
Epoch   8 Batch  188/1077 - Train Accuracy:  0.739, Validation Accuracy:  0.761, Loss:  0.486
Epoch   8 Batch  189/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.765, Loss:  0.467
Epoch   8 Batch  190/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.766, Loss:  0.453
Epoch   8 Batch  191/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.765, Loss:  0.414
Epoch   8 Batch  192/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.768, Loss:  0.476
Epoch   8 Batch  193/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.772, Loss:  0.458
Epoch   8 Batch  194/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.768, Loss:  0.426
Epoch   8 Batch  195/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.770, Loss:  0.449
Epoch   8 Batch  196/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.771, Loss:  0.466
Epoch   8 Batch  197/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.772, Loss:  0.460
Epoch   8 Batch  198/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.775, Loss:  0.432
Epoch   8 Batch  199/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.775, Loss:  0.438
Epoch   8 Batch  200/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.766, Loss:  0.468
Epoch   8 Batch  201/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.765, Loss:  0.418
Epoch   8 Batch  202/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.766, Loss:  0.480
Epoch   8 Batch  203/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.768, Loss:  0.447
Epoch   8 Batch  204/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.772, Loss:  0.495
Epoch   8 Batch  205/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.772, Loss:  0.468
Epoch   8 Batch  206/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.762, Loss:  0.438
Epoch   8 Batch  207/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.761, Loss:  0.460
Epoch   8 Batch  208/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.757, Loss:  0.441
Epoch   8 Batch  209/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.761, Loss:  0.407
Epoch   8 Batch  210/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.762, Loss:  0.465
Epoch   8 Batch  211/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.765, Loss:  0.455
Epoch   8 Batch  212/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.778, Loss:  0.425
Epoch   8 Batch  213/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.773, Loss:  0.415
Epoch   8 Batch  214/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.766, Loss:  0.442
Epoch   8 Batch  215/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.766, Loss:  0.486
Epoch   8 Batch  216/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.764, Loss:  0.459
Epoch   8 Batch  217/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.760, Loss:  0.436
Epoch   8 Batch  218/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.756, Loss:  0.486
Epoch   8 Batch  219/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.757, Loss:  0.457
Epoch   8 Batch  220/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.760, Loss:  0.458
Epoch   8 Batch  221/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.760, Loss:  0.454
Epoch   8 Batch  222/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.766, Loss:  0.496
Epoch   8 Batch  223/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.774, Loss:  0.417
Epoch   8 Batch  224/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.779, Loss:  0.453
Epoch   8 Batch  225/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.779, Loss:  0.442
Epoch   8 Batch  226/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.778, Loss:  0.460
Epoch   8 Batch  227/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.776, Loss:  0.489
Epoch   8 Batch  228/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.774, Loss:  0.432
Epoch   8 Batch  229/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.774, Loss:  0.471
Epoch   8 Batch  230/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.775, Loss:  0.427
Epoch   8 Batch  231/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.778, Loss:  0.489
Epoch   8 Batch  232/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.777, Loss:  0.485
Epoch   8 Batch  233/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.783, Loss:  0.507
Epoch   8 Batch  234/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.782, Loss:  0.468
Epoch   8 Batch  235/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.779, Loss:  0.427
Epoch   8 Batch  236/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.784, Loss:  0.469
Epoch   8 Batch  237/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.786, Loss:  0.416
Epoch   8 Batch  238/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.786, Loss:  0.457
Epoch   8 Batch  239/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.780, Loss:  0.433
Epoch   8 Batch  240/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.774, Loss:  0.439
Epoch   8 Batch  241/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.770, Loss:  0.412
Epoch   8 Batch  242/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.770, Loss:  0.432
Epoch   8 Batch  243/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.769, Loss:  0.475
Epoch   8 Batch  244/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.767, Loss:  0.452
Epoch   8 Batch  245/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.767, Loss:  0.428
Epoch   8 Batch  246/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.768, Loss:  0.449
Epoch   8 Batch  247/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.763, Loss:  0.430
Epoch   8 Batch  248/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.758, Loss:  0.435
Epoch   8 Batch  249/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.753, Loss:  0.459
Epoch   8 Batch  250/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.757, Loss:  0.423
Epoch   8 Batch  251/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.762, Loss:  0.460
Epoch   8 Batch  252/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.762, Loss:  0.452
Epoch   8 Batch  253/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.776, Loss:  0.449
Epoch   8 Batch  254/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.777, Loss:  0.445
Epoch   8 Batch  255/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.778, Loss:  0.460
Epoch   8 Batch  256/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.777, Loss:  0.493
Epoch   8 Batch  257/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.778, Loss:  0.447
Epoch   8 Batch  258/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.775, Loss:  0.448
Epoch   8 Batch  259/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.778, Loss:  0.453
Epoch   8 Batch  260/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.774, Loss:  0.421
Epoch   8 Batch  261/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.774, Loss:  0.448
Epoch   8 Batch  262/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.768, Loss:  0.446
Epoch   8 Batch  263/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.764, Loss:  0.433
Epoch   8 Batch  264/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.765, Loss:  0.458
Epoch   8 Batch  265/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.761, Loss:  0.457
Epoch   8 Batch  266/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.760, Loss:  0.455
Epoch   8 Batch  267/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.761, Loss:  0.425
Epoch   8 Batch  268/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.759, Loss:  0.461
Epoch   8 Batch  269/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.759, Loss:  0.482
Epoch   8 Batch  270/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.760, Loss:  0.479
Epoch   8 Batch  271/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.760, Loss:  0.439
Epoch   8 Batch  272/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.758, Loss:  0.489
Epoch   8 Batch  273/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.761, Loss:  0.446
Epoch   8 Batch  274/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.761, Loss:  0.432
Epoch   8 Batch  275/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.755, Loss:  0.443
Epoch   8 Batch  276/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.757, Loss:  0.472
Epoch   8 Batch  277/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.759, Loss:  0.420
Epoch   8 Batch  278/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.760, Loss:  0.496
Epoch   8 Batch  279/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.761, Loss:  0.511
Epoch   8 Batch  280/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.763, Loss:  0.480
Epoch   8 Batch  281/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.768, Loss:  0.461
Epoch   8 Batch  282/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.767, Loss:  0.474
Epoch   8 Batch  283/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.761, Loss:  0.469
Epoch   8 Batch  284/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.759, Loss:  0.495
Epoch   8 Batch  285/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.763, Loss:  0.451
Epoch   8 Batch  286/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.769, Loss:  0.442
Epoch   8 Batch  287/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.772, Loss:  0.455
Epoch   8 Batch  288/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.771, Loss:  0.465
Epoch   8 Batch  289/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.773, Loss:  0.452
Epoch   8 Batch  290/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.774, Loss:  0.471
Epoch   8 Batch  291/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.774, Loss:  0.474
Epoch   8 Batch  292/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.771, Loss:  0.417
Epoch   8 Batch  293/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.775, Loss:  0.505
Epoch   8 Batch  294/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.777, Loss:  0.450
Epoch   8 Batch  295/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.771, Loss:  0.500
Epoch   8 Batch  296/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.763, Loss:  0.440
Epoch   8 Batch  297/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.764, Loss:  0.478
Epoch   8 Batch  298/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.774, Loss:  0.493
Epoch   8 Batch  299/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.772, Loss:  0.423
Epoch   8 Batch  300/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.762, Loss:  0.464
Epoch   8 Batch  301/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.766, Loss:  0.446
Epoch   8 Batch  302/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.770, Loss:  0.444
Epoch   8 Batch  303/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.763, Loss:  0.480
Epoch   8 Batch  304/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.760, Loss:  0.425
Epoch   8 Batch  305/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.771, Loss:  0.457
Epoch   8 Batch  306/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.770, Loss:  0.449
Epoch   8 Batch  307/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.769, Loss:  0.468
Epoch   8 Batch  308/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.774, Loss:  0.483
Epoch   8 Batch  309/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.784, Loss:  0.425
Epoch   8 Batch  310/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.777, Loss:  0.463
Epoch   8 Batch  311/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.774, Loss:  0.427
Epoch   8 Batch  312/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.781, Loss:  0.475
Epoch   8 Batch  313/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.780, Loss:  0.443
Epoch   8 Batch  314/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.765, Loss:  0.445
Epoch   8 Batch  315/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.765, Loss:  0.440
Epoch   8 Batch  316/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.765, Loss:  0.420
Epoch   8 Batch  317/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.763, Loss:  0.508
Epoch   8 Batch  318/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.770, Loss:  0.466
Epoch   8 Batch  319/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.762, Loss:  0.467
Epoch   8 Batch  320/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.761, Loss:  0.459
Epoch   8 Batch  321/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.761, Loss:  0.443
Epoch   8 Batch  322/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.767, Loss:  0.440
Epoch   8 Batch  323/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.766, Loss:  0.441
Epoch   8 Batch  324/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.764, Loss:  0.452
Epoch   8 Batch  325/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.761, Loss:  0.421
Epoch   8 Batch  326/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.760, Loss:  0.447
Epoch   8 Batch  327/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.755, Loss:  0.474
Epoch   8 Batch  328/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.762, Loss:  0.460
Epoch   8 Batch  329/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.764, Loss:  0.492
Epoch   8 Batch  330/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.755, Loss:  0.449
Epoch   8 Batch  331/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.754, Loss:  0.471
Epoch   8 Batch  332/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.759, Loss:  0.409
Epoch   8 Batch  333/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.765, Loss:  0.440
Epoch   8 Batch  334/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.763, Loss:  0.445
Epoch   8 Batch  335/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.764, Loss:  0.437
Epoch   8 Batch  336/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.767, Loss:  0.489
Epoch   8 Batch  337/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.781, Loss:  0.470
Epoch   8 Batch  338/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.781, Loss:  0.509
Epoch   8 Batch  339/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.780, Loss:  0.437
Epoch   8 Batch  340/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.777, Loss:  0.462
Epoch   8 Batch  341/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.783, Loss:  0.484
Epoch   8 Batch  342/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.781, Loss:  0.431
Epoch   8 Batch  343/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.781, Loss:  0.459
Epoch   8 Batch  344/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.787, Loss:  0.448
Epoch   8 Batch  345/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.778, Loss:  0.448
Epoch   8 Batch  346/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.772, Loss:  0.470
Epoch   8 Batch  347/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.771, Loss:  0.435
Epoch   8 Batch  348/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.769, Loss:  0.438
Epoch   8 Batch  349/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.775, Loss:  0.447
Epoch   8 Batch  350/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.778, Loss:  0.462
Epoch   8 Batch  351/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.777, Loss:  0.491
Epoch   8 Batch  352/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.776, Loss:  0.473
Epoch   8 Batch  353/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.770, Loss:  0.487
Epoch   8 Batch  354/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.772, Loss:  0.484
Epoch   8 Batch  355/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.776, Loss:  0.461
Epoch   8 Batch  356/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.768, Loss:  0.449
Epoch   8 Batch  357/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.767, Loss:  0.456
Epoch   8 Batch  358/1077 - Train Accuracy:  0.742, Validation Accuracy:  0.766, Loss:  0.464
Epoch   8 Batch  359/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.764, Loss:  0.463
Epoch   8 Batch  360/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.766, Loss:  0.461
Epoch   8 Batch  361/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.768, Loss:  0.466
Epoch   8 Batch  362/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.766, Loss:  0.453
Epoch   8 Batch  363/1077 - Train Accuracy:  0.740, Validation Accuracy:  0.768, Loss:  0.459
Epoch   8 Batch  364/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.768, Loss:  0.476
Epoch   8 Batch  365/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.764, Loss:  0.447
Epoch   8 Batch  366/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.760, Loss:  0.459
Epoch   8 Batch  367/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.767, Loss:  0.402
Epoch   8 Batch  368/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.765, Loss:  0.458
Epoch   8 Batch  369/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.773, Loss:  0.445
Epoch   8 Batch  370/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.772, Loss:  0.462
Epoch   8 Batch  371/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.775, Loss:  0.471
Epoch   8 Batch  372/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.771, Loss:  0.437
Epoch   8 Batch  373/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.771, Loss:  0.422
Epoch   8 Batch  374/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.770, Loss:  0.484
Epoch   8 Batch  375/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.768, Loss:  0.418
Epoch   8 Batch  376/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.767, Loss:  0.449
Epoch   8 Batch  377/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.769, Loss:  0.480
Epoch   8 Batch  378/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.776, Loss:  0.413
Epoch   8 Batch  379/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.770, Loss:  0.456
Epoch   8 Batch  380/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.769, Loss:  0.436
Epoch   8 Batch  381/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.766, Loss:  0.464
Epoch   8 Batch  382/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.758, Loss:  0.483
Epoch   8 Batch  383/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.761, Loss:  0.445
Epoch   8 Batch  384/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.755, Loss:  0.438
Epoch   8 Batch  385/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.755, Loss:  0.449
Epoch   8 Batch  386/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.755, Loss:  0.426
Epoch   8 Batch  387/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.770, Loss:  0.445
Epoch   8 Batch  388/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.771, Loss:  0.452
Epoch   8 Batch  389/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.774, Loss:  0.455
Epoch   8 Batch  390/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.775, Loss:  0.475
Epoch   8 Batch  391/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.774, Loss:  0.440
Epoch   8 Batch  392/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.775, Loss:  0.413
Epoch   8 Batch  393/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.765, Loss:  0.423
Epoch   8 Batch  394/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.756, Loss:  0.492
Epoch   8 Batch  395/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.761, Loss:  0.427
Epoch   8 Batch  396/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.764, Loss:  0.480
Epoch   8 Batch  397/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.766, Loss:  0.465
Epoch   8 Batch  398/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.766, Loss:  0.501
Epoch   8 Batch  399/1077 - Train Accuracy:  0.726, Validation Accuracy:  0.765, Loss:  0.477
Epoch   8 Batch  400/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.767, Loss:  0.466
Epoch   8 Batch  401/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.768, Loss:  0.438
Epoch   8 Batch  402/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.765, Loss:  0.442
Epoch   8 Batch  403/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.764, Loss:  0.477
Epoch   8 Batch  404/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.762, Loss:  0.419
Epoch   8 Batch  405/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.766, Loss:  0.478
Epoch   8 Batch  406/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.762, Loss:  0.439
Epoch   8 Batch  407/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.766, Loss:  0.497
Epoch   8 Batch  408/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.766, Loss:  0.450
Epoch   8 Batch  409/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.768, Loss:  0.479
Epoch   8 Batch  410/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.770, Loss:  0.479
Epoch   8 Batch  411/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.761, Loss:  0.427
Epoch   8 Batch  412/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.767, Loss:  0.438
Epoch   8 Batch  413/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.768, Loss:  0.430
Epoch   8 Batch  414/1077 - Train Accuracy:  0.738, Validation Accuracy:  0.771, Loss:  0.468
Epoch   8 Batch  415/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.767, Loss:  0.432
Epoch   8 Batch  416/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.766, Loss:  0.440
Epoch   8 Batch  417/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.771, Loss:  0.489
Epoch   8 Batch  418/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.771, Loss:  0.435
Epoch   8 Batch  419/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.767, Loss:  0.452
Epoch   8 Batch  420/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.769, Loss:  0.422
Epoch   8 Batch  421/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.773, Loss:  0.477
Epoch   8 Batch  422/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.778, Loss:  0.442
Epoch   8 Batch  423/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.786, Loss:  0.467
Epoch   8 Batch  424/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.785, Loss:  0.453
Epoch   8 Batch  425/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.777, Loss:  0.424
Epoch   8 Batch  426/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.783, Loss:  0.472
Epoch   8 Batch  427/1077 - Train Accuracy:  0.731, Validation Accuracy:  0.778, Loss:  0.443
Epoch   8 Batch  428/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.777, Loss:  0.436
Epoch   8 Batch  429/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.776, Loss:  0.437
Epoch   8 Batch  430/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.771, Loss:  0.443
Epoch   8 Batch  431/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.770, Loss:  0.450
Epoch   8 Batch  432/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.769, Loss:  0.462
Epoch   8 Batch  433/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.768, Loss:  0.470
Epoch   8 Batch  434/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.770, Loss:  0.459
Epoch   8 Batch  435/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.766, Loss:  0.487
Epoch   8 Batch  436/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.770, Loss:  0.450
Epoch   8 Batch  437/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.764, Loss:  0.466
Epoch   8 Batch  438/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.761, Loss:  0.439
Epoch   8 Batch  439/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.760, Loss:  0.462
Epoch   8 Batch  440/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.760, Loss:  0.475
Epoch   8 Batch  441/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.760, Loss:  0.450
Epoch   8 Batch  442/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.760, Loss:  0.442
Epoch   8 Batch  443/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.766, Loss:  0.431
Epoch   8 Batch  444/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.769, Loss:  0.442
Epoch   8 Batch  445/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.772, Loss:  0.474
Epoch   8 Batch  446/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.779, Loss:  0.409
Epoch   8 Batch  447/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.786, Loss:  0.469
Epoch   8 Batch  448/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.787, Loss:  0.461
Epoch   8 Batch  449/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.785, Loss:  0.474
Epoch   8 Batch  450/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.767, Loss:  0.438
Epoch   8 Batch  451/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.762, Loss:  0.438
Epoch   8 Batch  452/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.761, Loss:  0.470
Epoch   8 Batch  453/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.766, Loss:  0.440
Epoch   8 Batch  454/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.772, Loss:  0.468
Epoch   8 Batch  455/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.776, Loss:  0.424
Epoch   8 Batch  456/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.774, Loss:  0.454
Epoch   8 Batch  457/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.774, Loss:  0.420
Epoch   8 Batch  458/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.762, Loss:  0.472
Epoch   8 Batch  459/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.766, Loss:  0.435
Epoch   8 Batch  460/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.763, Loss:  0.469
Epoch   8 Batch  461/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.763, Loss:  0.436
Epoch   8 Batch  462/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.771, Loss:  0.442
Epoch   8 Batch  463/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.772, Loss:  0.459
Epoch   8 Batch  464/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.769, Loss:  0.440
Epoch   8 Batch  465/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.775, Loss:  0.491
Epoch   8 Batch  466/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.781, Loss:  0.438
Epoch   8 Batch  467/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.771, Loss:  0.422
Epoch   8 Batch  468/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.768, Loss:  0.456
Epoch   8 Batch  469/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.763, Loss:  0.469
Epoch   8 Batch  470/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.762, Loss:  0.475
Epoch   8 Batch  471/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.766, Loss:  0.440
Epoch   8 Batch  472/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.767, Loss:  0.441
Epoch   8 Batch  473/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.763, Loss:  0.469
Epoch   8 Batch  474/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.767, Loss:  0.448
Epoch   8 Batch  475/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.771, Loss:  0.436
Epoch   8 Batch  476/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.771, Loss:  0.440
Epoch   8 Batch  477/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.777, Loss:  0.441
Epoch   8 Batch  478/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.769, Loss:  0.474
Epoch   8 Batch  479/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.770, Loss:  0.469
Epoch   8 Batch  480/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.771, Loss:  0.449
Epoch   8 Batch  481/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.768, Loss:  0.459
Epoch   8 Batch  482/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.762, Loss:  0.465
Epoch   8 Batch  483/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.763, Loss:  0.469
Epoch   8 Batch  484/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.764, Loss:  0.440
Epoch   8 Batch  485/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.766, Loss:  0.445
Epoch   8 Batch  486/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.771, Loss:  0.456
Epoch   8 Batch  487/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.772, Loss:  0.461
Epoch   8 Batch  488/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.772, Loss:  0.459
Epoch   8 Batch  489/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.772, Loss:  0.443
Epoch   8 Batch  490/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.775, Loss:  0.471
Epoch   8 Batch  491/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.778, Loss:  0.453
Epoch   8 Batch  492/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.779, Loss:  0.470
Epoch   8 Batch  493/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.772, Loss:  0.434
Epoch   8 Batch  494/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.771, Loss:  0.437
Epoch   8 Batch  495/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.765, Loss:  0.428
Epoch   8 Batch  496/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.767, Loss:  0.457
Epoch   8 Batch  497/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.776, Loss:  0.493
Epoch   8 Batch  498/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.774, Loss:  0.446
Epoch   8 Batch  499/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.777, Loss:  0.439
Epoch   8 Batch  500/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.776, Loss:  0.438
Epoch   8 Batch  501/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.772, Loss:  0.458
Epoch   8 Batch  502/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.773, Loss:  0.453
Epoch   8 Batch  503/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.773, Loss:  0.451
Epoch   8 Batch  504/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.773, Loss:  0.462
Epoch   8 Batch  505/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.771, Loss:  0.395
Epoch   8 Batch  506/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.768, Loss:  0.453
Epoch   8 Batch  507/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.770, Loss:  0.453
Epoch   8 Batch  508/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.770, Loss:  0.435
Epoch   8 Batch  509/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.774, Loss:  0.483
Epoch   8 Batch  510/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.774, Loss:  0.439
Epoch   8 Batch  511/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.779, Loss:  0.455
Epoch   8 Batch  512/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.773, Loss:  0.462
Epoch   8 Batch  513/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.768, Loss:  0.462
Epoch   8 Batch  514/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.766, Loss:  0.475
Epoch   8 Batch  515/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.774, Loss:  0.461
Epoch   8 Batch  516/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.782, Loss:  0.414
Epoch   8 Batch  517/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.781, Loss:  0.456
Epoch   8 Batch  518/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.782, Loss:  0.423
Epoch   8 Batch  519/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.776, Loss:  0.462
Epoch   8 Batch  520/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.778, Loss:  0.424
Epoch   8 Batch  521/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.781, Loss:  0.444
Epoch   8 Batch  522/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.779, Loss:  0.472
Epoch   8 Batch  523/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.780, Loss:  0.459
Epoch   8 Batch  524/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.778, Loss:  0.438
Epoch   8 Batch  525/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.780, Loss:  0.453
Epoch   8 Batch  526/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.784, Loss:  0.438
Epoch   8 Batch  527/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.778, Loss:  0.454
Epoch   8 Batch  528/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.784, Loss:  0.451
Epoch   8 Batch  529/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.776, Loss:  0.447
Epoch   8 Batch  530/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.773, Loss:  0.468
Epoch   8 Batch  531/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.769, Loss:  0.444
Epoch   8 Batch  532/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.764, Loss:  0.471
Epoch   8 Batch  533/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.766, Loss:  0.463
Epoch   8 Batch  534/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.760, Loss:  0.449
Epoch   8 Batch  535/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.751, Loss:  0.450
Epoch   8 Batch  536/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.761, Loss:  0.457
Epoch   8 Batch  537/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.765, Loss:  0.460
Epoch   8 Batch  538/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.768, Loss:  0.414
Epoch   8 Batch  539/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.764, Loss:  0.480
Epoch   8 Batch  540/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.771, Loss:  0.404
Epoch   8 Batch  541/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.774, Loss:  0.455
Epoch   8 Batch  542/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.783, Loss:  0.468
Epoch   8 Batch  543/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.780, Loss:  0.471
Epoch   8 Batch  544/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.455
Epoch   8 Batch  545/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.783, Loss:  0.485
Epoch   8 Batch  546/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.779, Loss:  0.457
Epoch   8 Batch  547/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.774, Loss:  0.474
Epoch   8 Batch  548/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.776, Loss:  0.465
Epoch   8 Batch  549/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.776, Loss:  0.474
Epoch   8 Batch  550/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.774, Loss:  0.471
Epoch   8 Batch  551/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.779, Loss:  0.475
Epoch   8 Batch  552/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.777, Loss:  0.479
Epoch   8 Batch  553/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.775, Loss:  0.489
Epoch   8 Batch  554/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.776, Loss:  0.462
Epoch   8 Batch  555/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.772, Loss:  0.455
Epoch   8 Batch  556/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.776, Loss:  0.445
Epoch   8 Batch  557/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.779, Loss:  0.448
Epoch   8 Batch  558/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.772, Loss:  0.436
Epoch   8 Batch  559/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.772, Loss:  0.454
Epoch   8 Batch  560/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.782, Loss:  0.452
Epoch   8 Batch  561/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.778, Loss:  0.426
Epoch   8 Batch  562/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.779, Loss:  0.409
Epoch   8 Batch  563/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.770, Loss:  0.476
Epoch   8 Batch  564/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.767, Loss:  0.467
Epoch   8 Batch  565/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.770, Loss:  0.473
Epoch   8 Batch  566/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.770, Loss:  0.473
Epoch   8 Batch  567/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.767, Loss:  0.460
Epoch   8 Batch  568/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.768, Loss:  0.458
Epoch   8 Batch  569/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.770, Loss:  0.457
Epoch   8 Batch  570/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.770, Loss:  0.476
Epoch   8 Batch  571/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.776, Loss:  0.433
Epoch   8 Batch  572/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.773, Loss:  0.432
Epoch   8 Batch  573/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.766, Loss:  0.470
Epoch   8 Batch  574/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.767, Loss:  0.486
Epoch   8 Batch  575/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.772, Loss:  0.434
Epoch   8 Batch  576/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.770, Loss:  0.459
Epoch   8 Batch  577/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.766, Loss:  0.486
Epoch   8 Batch  578/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.758, Loss:  0.466
Epoch   8 Batch  579/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.762, Loss:  0.445
Epoch   8 Batch  580/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.762, Loss:  0.422
Epoch   8 Batch  581/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.761, Loss:  0.445
Epoch   8 Batch  582/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.768, Loss:  0.461
Epoch   8 Batch  583/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.766, Loss:  0.456
Epoch   8 Batch  584/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.767, Loss:  0.451
Epoch   8 Batch  585/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.766, Loss:  0.417
Epoch   8 Batch  586/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.766, Loss:  0.470
Epoch   8 Batch  587/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.757, Loss:  0.451
Epoch   8 Batch  588/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.752, Loss:  0.447
Epoch   8 Batch  589/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.756, Loss:  0.461
Epoch   8 Batch  590/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.752, Loss:  0.474
Epoch   8 Batch  591/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.764, Loss:  0.438
Epoch   8 Batch  592/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.763, Loss:  0.495
Epoch   8 Batch  593/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.766, Loss:  0.435
Epoch   8 Batch  594/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.762, Loss:  0.456
Epoch   8 Batch  595/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.762, Loss:  0.474
Epoch   8 Batch  596/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.766, Loss:  0.464
Epoch   8 Batch  597/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.762, Loss:  0.459
Epoch   8 Batch  598/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.762, Loss:  0.447
Epoch   8 Batch  599/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.766, Loss:  0.531
Epoch   8 Batch  600/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.767, Loss:  0.444
Epoch   8 Batch  601/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.762, Loss:  0.451
Epoch   8 Batch  602/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.757, Loss:  0.454
Epoch   8 Batch  603/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.756, Loss:  0.453
Epoch   8 Batch  604/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.755, Loss:  0.461
Epoch   8 Batch  605/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.759, Loss:  0.489
Epoch   8 Batch  606/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.764, Loss:  0.408
Epoch   8 Batch  607/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.777, Loss:  0.430
Epoch   8 Batch  608/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.773, Loss:  0.480
Epoch   8 Batch  609/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.768, Loss:  0.467
Epoch   8 Batch  610/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.775, Loss:  0.483
Epoch   8 Batch  611/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.774, Loss:  0.468
Epoch   8 Batch  612/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.773, Loss:  0.430
Epoch   8 Batch  613/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.773, Loss:  0.457
Epoch   8 Batch  614/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.772, Loss:  0.440
Epoch   8 Batch  615/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.775, Loss:  0.444
Epoch   8 Batch  616/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.775, Loss:  0.478
Epoch   8 Batch  617/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.772, Loss:  0.447
Epoch   8 Batch  618/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.774, Loss:  0.457
Epoch   8 Batch  619/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.770, Loss:  0.471
Epoch   8 Batch  620/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.770, Loss:  0.455
Epoch   8 Batch  621/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.769, Loss:  0.447
Epoch   8 Batch  622/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.770, Loss:  0.462
Epoch   8 Batch  623/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.757, Loss:  0.485
Epoch   8 Batch  624/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.761, Loss:  0.409
Epoch   8 Batch  625/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.766, Loss:  0.470
Epoch   8 Batch  626/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.771, Loss:  0.414
Epoch   8 Batch  627/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.777, Loss:  0.450
Epoch   8 Batch  628/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.774, Loss:  0.465
Epoch   8 Batch  629/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.776, Loss:  0.449
Epoch   8 Batch  630/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.784, Loss:  0.462
Epoch   8 Batch  631/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.781, Loss:  0.444
Epoch   8 Batch  632/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.784, Loss:  0.435
Epoch   8 Batch  633/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.773, Loss:  0.454
Epoch   8 Batch  634/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.765, Loss:  0.413
Epoch   8 Batch  635/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.765, Loss:  0.490
Epoch   8 Batch  636/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.766, Loss:  0.440
Epoch   8 Batch  637/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.768, Loss:  0.454
Epoch   8 Batch  638/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.773, Loss:  0.437
Epoch   8 Batch  639/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.770, Loss:  0.454
Epoch   8 Batch  640/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.770, Loss:  0.422
Epoch   8 Batch  641/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.770, Loss:  0.432
Epoch   8 Batch  642/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.771, Loss:  0.447
Epoch   8 Batch  643/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.772, Loss:  0.426
Epoch   8 Batch  644/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.768, Loss:  0.465
Epoch   8 Batch  645/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.768, Loss:  0.443
Epoch   8 Batch  646/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.768, Loss:  0.443
Epoch   8 Batch  647/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.769, Loss:  0.429
Epoch   8 Batch  648/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.768, Loss:  0.430
Epoch   8 Batch  649/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.772, Loss:  0.443
Epoch   8 Batch  650/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.768, Loss:  0.452
Epoch   8 Batch  651/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.772, Loss:  0.435
Epoch   8 Batch  652/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.779, Loss:  0.497
Epoch   8 Batch  653/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.788, Loss:  0.462
Epoch   8 Batch  654/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.783, Loss:  0.424
Epoch   8 Batch  655/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.781, Loss:  0.485
Epoch   8 Batch  656/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.789, Loss:  0.457
Epoch   8 Batch  657/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.782, Loss:  0.468
Epoch   8 Batch  658/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.784, Loss:  0.441
Epoch   8 Batch  659/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.782, Loss:  0.449
Epoch   8 Batch  660/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.779, Loss:  0.470
Epoch   8 Batch  661/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.774, Loss:  0.381
Epoch   8 Batch  662/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.778, Loss:  0.430
Epoch   8 Batch  663/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.781, Loss:  0.435
Epoch   8 Batch  664/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.775, Loss:  0.452
Epoch   8 Batch  665/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.781, Loss:  0.450
Epoch   8 Batch  666/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.778, Loss:  0.473
Epoch   8 Batch  667/1077 - Train Accuracy:  0.747, Validation Accuracy:  0.778, Loss:  0.485
Epoch   8 Batch  668/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.776, Loss:  0.434
Epoch   8 Batch  669/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.780, Loss:  0.435
Epoch   8 Batch  670/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.782, Loss:  0.401
Epoch   8 Batch  671/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.772, Loss:  0.495
Epoch   8 Batch  672/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.773, Loss:  0.436
Epoch   8 Batch  673/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.771, Loss:  0.430
Epoch   8 Batch  674/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.769, Loss:  0.433
Epoch   8 Batch  675/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.764, Loss:  0.466
Epoch   8 Batch  676/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.770, Loss:  0.469
Epoch   8 Batch  677/1077 - Train Accuracy:  0.745, Validation Accuracy:  0.761, Loss:  0.468
Epoch   8 Batch  678/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.764, Loss:  0.436
Epoch   8 Batch  679/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.762, Loss:  0.467
Epoch   8 Batch  680/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.763, Loss:  0.438
Epoch   8 Batch  681/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.763, Loss:  0.472
Epoch   8 Batch  682/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.769, Loss:  0.463
Epoch   8 Batch  683/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.774, Loss:  0.437
Epoch   8 Batch  684/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.768, Loss:  0.451
Epoch   8 Batch  685/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.767, Loss:  0.479
Epoch   8 Batch  686/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.769, Loss:  0.424
Epoch   8 Batch  687/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.762, Loss:  0.481
Epoch   8 Batch  688/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.763, Loss:  0.434
Epoch   8 Batch  689/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.771, Loss:  0.421
Epoch   8 Batch  690/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.766, Loss:  0.432
Epoch   8 Batch  691/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.761, Loss:  0.487
Epoch   8 Batch  692/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.763, Loss:  0.437
Epoch   8 Batch  693/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.761, Loss:  0.499
Epoch   8 Batch  694/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.764, Loss:  0.435
Epoch   8 Batch  695/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.765, Loss:  0.433
Epoch   8 Batch  696/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.765, Loss:  0.476
Epoch   8 Batch  697/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.759, Loss:  0.439
Epoch   8 Batch  698/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.766, Loss:  0.436
Epoch   8 Batch  699/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.775, Loss:  0.466
Epoch   8 Batch  700/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.777, Loss:  0.427
Epoch   8 Batch  701/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.777, Loss:  0.475
Epoch   8 Batch  702/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.782, Loss:  0.451
Epoch   8 Batch  703/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.775, Loss:  0.453
Epoch   8 Batch  704/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.773, Loss:  0.494
Epoch   8 Batch  705/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.779, Loss:  0.469
Epoch   8 Batch  706/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.778, Loss:  0.459
Epoch   8 Batch  707/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.779, Loss:  0.453
Epoch   8 Batch  708/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.776, Loss:  0.457
Epoch   8 Batch  709/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.776, Loss:  0.483
Epoch   8 Batch  710/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.771, Loss:  0.442
Epoch   8 Batch  711/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.778, Loss:  0.485
Epoch   8 Batch  712/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.779, Loss:  0.443
Epoch   8 Batch  713/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.781, Loss:  0.406
Epoch   8 Batch  714/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.783, Loss:  0.439
Epoch   8 Batch  715/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.772, Loss:  0.476
Epoch   8 Batch  716/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.772, Loss:  0.433
Epoch   8 Batch  717/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.770, Loss:  0.459
Epoch   8 Batch  718/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.759, Loss:  0.444
Epoch   8 Batch  719/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.765, Loss:  0.423
Epoch   8 Batch  720/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.773, Loss:  0.500
Epoch   8 Batch  721/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.772, Loss:  0.463
Epoch   8 Batch  722/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.776, Loss:  0.435
Epoch   8 Batch  723/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.773, Loss:  0.448
Epoch   8 Batch  724/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.758, Loss:  0.496
Epoch   8 Batch  725/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.765, Loss:  0.418
Epoch   8 Batch  726/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.769, Loss:  0.429
Epoch   8 Batch  727/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.772, Loss:  0.416
Epoch   8 Batch  728/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.768, Loss:  0.453
Epoch   8 Batch  729/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.768, Loss:  0.465
Epoch   8 Batch  730/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.771, Loss:  0.463
Epoch   8 Batch  731/1077 - Train Accuracy:  0.752, Validation Accuracy:  0.772, Loss:  0.453
Epoch   8 Batch  732/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.778, Loss:  0.475
Epoch   8 Batch  733/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.776, Loss:  0.449
Epoch   8 Batch  734/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.769, Loss:  0.478
Epoch   8 Batch  735/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.767, Loss:  0.441
Epoch   8 Batch  736/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.767, Loss:  0.433
Epoch   8 Batch  737/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.770, Loss:  0.506
Epoch   8 Batch  738/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.770, Loss:  0.384
Epoch   8 Batch  739/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.769, Loss:  0.438
Epoch   8 Batch  740/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.766, Loss:  0.455
Epoch   8 Batch  741/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.767, Loss:  0.461
Epoch   8 Batch  742/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.769, Loss:  0.462
Epoch   8 Batch  743/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.773, Loss:  0.455
Epoch   8 Batch  744/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.773, Loss:  0.416
Epoch   8 Batch  745/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.770, Loss:  0.435
Epoch   8 Batch  746/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.784, Loss:  0.442
Epoch   8 Batch  747/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.783, Loss:  0.429
Epoch   8 Batch  748/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.770, Loss:  0.409
Epoch   8 Batch  749/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.766, Loss:  0.465
Epoch   8 Batch  750/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.760, Loss:  0.431
Epoch   8 Batch  751/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.765, Loss:  0.439
Epoch   8 Batch  752/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.770, Loss:  0.407
Epoch   8 Batch  753/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.764, Loss:  0.433
Epoch   8 Batch  754/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.768, Loss:  0.450
Epoch   8 Batch  755/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.773, Loss:  0.454
Epoch   8 Batch  756/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.770, Loss:  0.417
Epoch   8 Batch  757/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.780, Loss:  0.473
Epoch   8 Batch  758/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.775, Loss:  0.421
Epoch   8 Batch  759/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.776, Loss:  0.427
Epoch   8 Batch  760/1077 - Train Accuracy:  0.741, Validation Accuracy:  0.776, Loss:  0.456
Epoch   8 Batch  761/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.775, Loss:  0.482
Epoch   8 Batch  762/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.783, Loss:  0.431
Epoch   8 Batch  763/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.784, Loss:  0.409
Epoch   8 Batch  764/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.782, Loss:  0.452
Epoch   8 Batch  765/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.784, Loss:  0.421
Epoch   8 Batch  766/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.780, Loss:  0.466
Epoch   8 Batch  767/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.780, Loss:  0.429
Epoch   8 Batch  768/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.780, Loss:  0.443
Epoch   8 Batch  769/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.781, Loss:  0.455
Epoch   8 Batch  770/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.771, Loss:  0.418
Epoch   8 Batch  771/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.767, Loss:  0.472
Epoch   8 Batch  772/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.761, Loss:  0.431
Epoch   8 Batch  773/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.768, Loss:  0.428
Epoch   8 Batch  774/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.767, Loss:  0.463
Epoch   8 Batch  775/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.773, Loss:  0.439
Epoch   8 Batch  776/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.773, Loss:  0.445
Epoch   8 Batch  777/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.772, Loss:  0.442
Epoch   8 Batch  778/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.768, Loss:  0.422
Epoch   8 Batch  779/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.771, Loss:  0.463
Epoch   8 Batch  780/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.775, Loss:  0.485
Epoch   8 Batch  781/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.768, Loss:  0.438
Epoch   8 Batch  782/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.767, Loss:  0.453
Epoch   8 Batch  783/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.766, Loss:  0.450
Epoch   8 Batch  784/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.769, Loss:  0.457
Epoch   8 Batch  785/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.770, Loss:  0.410
Epoch   8 Batch  786/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.775, Loss:  0.437
Epoch   8 Batch  787/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.772, Loss:  0.423
Epoch   8 Batch  788/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.773, Loss:  0.433
Epoch   8 Batch  789/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.768, Loss:  0.451
Epoch   8 Batch  790/1077 - Train Accuracy:  0.735, Validation Accuracy:  0.769, Loss:  0.493
Epoch   8 Batch  791/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.768, Loss:  0.443
Epoch   8 Batch  792/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.767, Loss:  0.457
Epoch   8 Batch  793/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.767, Loss:  0.451
Epoch   8 Batch  794/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.767, Loss:  0.452
Epoch   8 Batch  795/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.763, Loss:  0.483
Epoch   8 Batch  796/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.766, Loss:  0.462
Epoch   8 Batch  797/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.778, Loss:  0.453
Epoch   8 Batch  798/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.777, Loss:  0.438
Epoch   8 Batch  799/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.782, Loss:  0.475
Epoch   8 Batch  800/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.784, Loss:  0.457
Epoch   8 Batch  801/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.779, Loss:  0.456
Epoch   8 Batch  802/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.782, Loss:  0.457
Epoch   8 Batch  803/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.778, Loss:  0.471
Epoch   8 Batch  804/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.778, Loss:  0.452
Epoch   8 Batch  805/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.776, Loss:  0.436
Epoch   8 Batch  806/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.782, Loss:  0.453
Epoch   8 Batch  807/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.778, Loss:  0.424
Epoch   8 Batch  808/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.771, Loss:  0.467
Epoch   8 Batch  809/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.774, Loss:  0.476
Epoch   8 Batch  810/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.775, Loss:  0.412
Epoch   8 Batch  811/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.781, Loss:  0.425
Epoch   8 Batch  812/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.779, Loss:  0.461
Epoch   8 Batch  813/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.775, Loss:  0.443
Epoch   8 Batch  814/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.782, Loss:  0.459
Epoch   8 Batch  815/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.783, Loss:  0.460
Epoch   8 Batch  816/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.784, Loss:  0.461
Epoch   8 Batch  817/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.785, Loss:  0.469
Epoch   8 Batch  818/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.784, Loss:  0.456
Epoch   8 Batch  819/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.775, Loss:  0.436
Epoch   8 Batch  820/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.780, Loss:  0.469
Epoch   8 Batch  821/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.780, Loss:  0.431
Epoch   8 Batch  822/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.783, Loss:  0.444
Epoch   8 Batch  823/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.783, Loss:  0.432
Epoch   8 Batch  824/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.778, Loss:  0.431
Epoch   8 Batch  825/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.783, Loss:  0.447
Epoch   8 Batch  826/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.778, Loss:  0.430
Epoch   8 Batch  827/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.776, Loss:  0.476
Epoch   8 Batch  828/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.777, Loss:  0.448
Epoch   8 Batch  829/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.776, Loss:  0.466
Epoch   8 Batch  830/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.784, Loss:  0.441
Epoch   8 Batch  831/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.782, Loss:  0.464
Epoch   8 Batch  832/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.767, Loss:  0.451
Epoch   8 Batch  833/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.771, Loss:  0.461
Epoch   8 Batch  834/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.779, Loss:  0.438
Epoch   8 Batch  835/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.778, Loss:  0.450
Epoch   8 Batch  836/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.779, Loss:  0.474
Epoch   8 Batch  837/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.776, Loss:  0.464
Epoch   8 Batch  838/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.772, Loss:  0.441
Epoch   8 Batch  839/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.774, Loss:  0.433
Epoch   8 Batch  840/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.770, Loss:  0.436
Epoch   8 Batch  841/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.763, Loss:  0.428
Epoch   8 Batch  842/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.773, Loss:  0.433
Epoch   8 Batch  843/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.778, Loss:  0.429
Epoch   8 Batch  844/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.779, Loss:  0.417
Epoch   8 Batch  845/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.772, Loss:  0.432
Epoch   8 Batch  846/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.775, Loss:  0.450
Epoch   8 Batch  847/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.783, Loss:  0.449
Epoch   8 Batch  848/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.783, Loss:  0.449
Epoch   8 Batch  849/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.772, Loss:  0.434
Epoch   8 Batch  850/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.772, Loss:  0.470
Epoch   8 Batch  851/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.770, Loss:  0.446
Epoch   8 Batch  852/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.771, Loss:  0.465
Epoch   8 Batch  853/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.781, Loss:  0.415
Epoch   8 Batch  854/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.778, Loss:  0.449
Epoch   8 Batch  855/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.774, Loss:  0.455
Epoch   8 Batch  856/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.774, Loss:  0.464
Epoch   8 Batch  857/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.772, Loss:  0.429
Epoch   8 Batch  858/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.777, Loss:  0.434
Epoch   8 Batch  859/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.786, Loss:  0.459
Epoch   8 Batch  860/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.784, Loss:  0.438
Epoch   8 Batch  861/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.782, Loss:  0.448
Epoch   8 Batch  862/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.782, Loss:  0.470
Epoch   8 Batch  863/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.777, Loss:  0.417
Epoch   8 Batch  864/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.775, Loss:  0.439
Epoch   8 Batch  865/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.779, Loss:  0.404
Epoch   8 Batch  866/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.777, Loss:  0.429
Epoch   8 Batch  867/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.773, Loss:  0.505
Epoch   8 Batch  868/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.766, Loss:  0.447
Epoch   8 Batch  869/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.768, Loss:  0.466
Epoch   8 Batch  870/1077 - Train Accuracy:  0.736, Validation Accuracy:  0.779, Loss:  0.501
Epoch   8 Batch  871/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.780, Loss:  0.445
Epoch   8 Batch  872/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.777, Loss:  0.456
Epoch   8 Batch  873/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.778, Loss:  0.435
Epoch   8 Batch  874/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.775, Loss:  0.462
Epoch   8 Batch  875/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.771, Loss:  0.445
Epoch   8 Batch  876/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.770, Loss:  0.463
Epoch   8 Batch  877/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.770, Loss:  0.430
Epoch   8 Batch  878/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.783, Loss:  0.457
Epoch   8 Batch  879/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.781, Loss:  0.418
Epoch   8 Batch  880/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.773, Loss:  0.428
Epoch   8 Batch  881/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.775, Loss:  0.467
Epoch   8 Batch  882/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.776, Loss:  0.461
Epoch   8 Batch  883/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.769, Loss:  0.501
Epoch   8 Batch  884/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.765, Loss:  0.434
Epoch   8 Batch  885/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.770, Loss:  0.405
Epoch   8 Batch  886/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.773, Loss:  0.476
Epoch   8 Batch  887/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.772, Loss:  0.462
Epoch   8 Batch  888/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.776, Loss:  0.436
Epoch   8 Batch  889/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.770, Loss:  0.461
Epoch   8 Batch  890/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.777, Loss:  0.424
Epoch   8 Batch  891/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.778, Loss:  0.471
Epoch   8 Batch  892/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.772, Loss:  0.418
Epoch   8 Batch  893/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.776, Loss:  0.431
Epoch   8 Batch  894/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.772, Loss:  0.428
Epoch   8 Batch  895/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.772, Loss:  0.445
Epoch   8 Batch  896/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.772, Loss:  0.475
Epoch   8 Batch  897/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.766, Loss:  0.400
Epoch   8 Batch  898/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.777, Loss:  0.425
Epoch   8 Batch  899/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.773, Loss:  0.440
Epoch   8 Batch  900/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.785, Loss:  0.487
Epoch   8 Batch  901/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.782, Loss:  0.434
Epoch   8 Batch  902/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.779, Loss:  0.455
Epoch   8 Batch  903/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.776, Loss:  0.433
Epoch   8 Batch  904/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.774, Loss:  0.448
Epoch   8 Batch  905/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.783, Loss:  0.441
Epoch   8 Batch  906/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.776, Loss:  0.437
Epoch   8 Batch  907/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.766, Loss:  0.439
Epoch   8 Batch  908/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.766, Loss:  0.458
Epoch   8 Batch  909/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.766, Loss:  0.445
Epoch   8 Batch  910/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.775, Loss:  0.440
Epoch   8 Batch  911/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.773, Loss:  0.400
Epoch   8 Batch  912/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.770, Loss:  0.459
Epoch   8 Batch  913/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.781, Loss:  0.464
Epoch   8 Batch  914/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.781, Loss:  0.410
Epoch   8 Batch  915/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.781, Loss:  0.472
Epoch   8 Batch  916/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.788, Loss:  0.462
Epoch   8 Batch  917/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.792, Loss:  0.448
Epoch   8 Batch  918/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.790, Loss:  0.412
Epoch   8 Batch  919/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.787, Loss:  0.444
Epoch   8 Batch  920/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.784, Loss:  0.490
Epoch   8 Batch  921/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.781, Loss:  0.456
Epoch   8 Batch  922/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.778, Loss:  0.419
Epoch   8 Batch  923/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.785, Loss:  0.471
Epoch   8 Batch  924/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.784, Loss:  0.495
Epoch   8 Batch  925/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.781, Loss:  0.441
Epoch   8 Batch  926/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.784, Loss:  0.459
Epoch   8 Batch  927/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.784, Loss:  0.444
Epoch   8 Batch  928/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.778, Loss:  0.455
Epoch   8 Batch  929/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.773, Loss:  0.466
Epoch   8 Batch  930/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.773, Loss:  0.441
Epoch   8 Batch  931/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.779, Loss:  0.437
Epoch   8 Batch  932/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.778, Loss:  0.455
Epoch   8 Batch  933/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.775, Loss:  0.468
Epoch   8 Batch  934/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.777, Loss:  0.445
Epoch   8 Batch  935/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.775, Loss:  0.465
Epoch   8 Batch  936/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.779, Loss:  0.444
Epoch   8 Batch  937/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.785, Loss:  0.482
Epoch   8 Batch  938/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.786, Loss:  0.457
Epoch   8 Batch  939/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.789, Loss:  0.440
Epoch   8 Batch  940/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.795, Loss:  0.463
Epoch   8 Batch  941/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.792, Loss:  0.411
Epoch   8 Batch  942/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.462
Epoch   8 Batch  943/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.803, Loss:  0.472
Epoch   8 Batch  944/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.808, Loss:  0.438
Epoch   8 Batch  945/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.802, Loss:  0.423
Epoch   8 Batch  946/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.791, Loss:  0.446
Epoch   8 Batch  947/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.794, Loss:  0.484
Epoch   8 Batch  948/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.790, Loss:  0.441
Epoch   8 Batch  949/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.780, Loss:  0.399
Epoch   8 Batch  950/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.780, Loss:  0.421
Epoch   8 Batch  951/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.787, Loss:  0.437
Epoch   8 Batch  952/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.778, Loss:  0.423
Epoch   8 Batch  953/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.783, Loss:  0.456
Epoch   8 Batch  954/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.780, Loss:  0.460
Epoch   8 Batch  955/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.779, Loss:  0.455
Epoch   8 Batch  956/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.786, Loss:  0.438
Epoch   8 Batch  957/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.787, Loss:  0.427
Epoch   8 Batch  958/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.788, Loss:  0.429
Epoch   8 Batch  959/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.790, Loss:  0.419
Epoch   8 Batch  960/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.791, Loss:  0.430
Epoch   8 Batch  961/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.799, Loss:  0.477
Epoch   8 Batch  962/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.798, Loss:  0.425
Epoch   8 Batch  963/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.799, Loss:  0.499
Epoch   8 Batch  964/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.798, Loss:  0.425
Epoch   8 Batch  965/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.793, Loss:  0.465
Epoch   8 Batch  966/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.793, Loss:  0.394
Epoch   8 Batch  967/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.792, Loss:  0.438
Epoch   8 Batch  968/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.789, Loss:  0.466
Epoch   8 Batch  969/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.788, Loss:  0.465
Epoch   8 Batch  970/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.780, Loss:  0.454
Epoch   8 Batch  971/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.784, Loss:  0.428
Epoch   8 Batch  972/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.777, Loss:  0.431
Epoch   8 Batch  973/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.783, Loss:  0.414
Epoch   8 Batch  974/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.772, Loss:  0.438
Epoch   8 Batch  975/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.770, Loss:  0.421
Epoch   8 Batch  976/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.771, Loss:  0.410
Epoch   8 Batch  977/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.764, Loss:  0.421
Epoch   8 Batch  978/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.771, Loss:  0.454
Epoch   8 Batch  979/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.773, Loss:  0.485
Epoch   8 Batch  980/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.765, Loss:  0.436
Epoch   8 Batch  981/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.771, Loss:  0.451
Epoch   8 Batch  982/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.782, Loss:  0.438
Epoch   8 Batch  983/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.777, Loss:  0.484
Epoch   8 Batch  984/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.776, Loss:  0.470
Epoch   8 Batch  985/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.775, Loss:  0.433
Epoch   8 Batch  986/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.776, Loss:  0.450
Epoch   8 Batch  987/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.777, Loss:  0.422
Epoch   8 Batch  988/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.778, Loss:  0.447
Epoch   8 Batch  989/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.778, Loss:  0.446
Epoch   8 Batch  990/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.778, Loss:  0.458
Epoch   8 Batch  991/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.779, Loss:  0.450
Epoch   8 Batch  992/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.777, Loss:  0.438
Epoch   8 Batch  993/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.771, Loss:  0.419
Epoch   8 Batch  994/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.766, Loss:  0.432
Epoch   8 Batch  995/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.763, Loss:  0.428
Epoch   8 Batch  996/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.767, Loss:  0.446
Epoch   8 Batch  997/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.770, Loss:  0.475
Epoch   8 Batch  998/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.771, Loss:  0.432
Epoch   8 Batch  999/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.762, Loss:  0.464
Epoch   8 Batch 1000/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.760, Loss:  0.413
Epoch   8 Batch 1001/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.763, Loss:  0.399
Epoch   8 Batch 1002/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.774, Loss:  0.433
Epoch   8 Batch 1003/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.777, Loss:  0.430
Epoch   8 Batch 1004/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.769, Loss:  0.436
Epoch   8 Batch 1005/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.780, Loss:  0.451
Epoch   8 Batch 1006/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.777, Loss:  0.416
Epoch   8 Batch 1007/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.776, Loss:  0.398
Epoch   8 Batch 1008/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.774, Loss:  0.468
Epoch   8 Batch 1009/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.778, Loss:  0.415
Epoch   8 Batch 1010/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.782, Loss:  0.446
Epoch   8 Batch 1011/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.778, Loss:  0.461
Epoch   8 Batch 1012/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.778, Loss:  0.418
Epoch   8 Batch 1013/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.786, Loss:  0.426
Epoch   8 Batch 1014/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.787, Loss:  0.472
Epoch   8 Batch 1015/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.782, Loss:  0.458
Epoch   8 Batch 1016/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.783, Loss:  0.447
Epoch   8 Batch 1017/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.775, Loss:  0.445
Epoch   8 Batch 1018/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.773, Loss:  0.417
Epoch   8 Batch 1019/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.773, Loss:  0.477
Epoch   8 Batch 1020/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.777, Loss:  0.427
Epoch   8 Batch 1021/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.774, Loss:  0.425
Epoch   8 Batch 1022/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.775, Loss:  0.411
Epoch   8 Batch 1023/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.773, Loss:  0.407
Epoch   8 Batch 1024/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.770, Loss:  0.462
Epoch   8 Batch 1025/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.770, Loss:  0.456
Epoch   8 Batch 1026/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.772, Loss:  0.417
Epoch   8 Batch 1027/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.771, Loss:  0.472
Epoch   8 Batch 1028/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.767, Loss:  0.440
Epoch   8 Batch 1029/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.772, Loss:  0.461
Epoch   8 Batch 1030/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.773, Loss:  0.443
Epoch   8 Batch 1031/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.771, Loss:  0.464
Epoch   8 Batch 1032/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.772, Loss:  0.438
Epoch   8 Batch 1033/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.776, Loss:  0.431
Epoch   8 Batch 1034/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.774, Loss:  0.452
Epoch   8 Batch 1035/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.781, Loss:  0.412
Epoch   8 Batch 1036/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.782, Loss:  0.454
Epoch   8 Batch 1037/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.778, Loss:  0.456
Epoch   8 Batch 1038/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.778, Loss:  0.426
Epoch   8 Batch 1039/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.776, Loss:  0.438
Epoch   8 Batch 1040/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.777, Loss:  0.457
Epoch   8 Batch 1041/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.778, Loss:  0.460
Epoch   8 Batch 1042/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.786, Loss:  0.435
Epoch   8 Batch 1043/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.791, Loss:  0.461
Epoch   8 Batch 1044/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.792, Loss:  0.434
Epoch   8 Batch 1045/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.788, Loss:  0.466
Epoch   8 Batch 1046/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.784, Loss:  0.400
Epoch   8 Batch 1047/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.784, Loss:  0.443
Epoch   8 Batch 1048/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.786, Loss:  0.439
Epoch   8 Batch 1049/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.786, Loss:  0.477
Epoch   8 Batch 1050/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.773, Loss:  0.439
Epoch   8 Batch 1051/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.776, Loss:  0.431
Epoch   8 Batch 1052/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.777, Loss:  0.412
Epoch   8 Batch 1053/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.781, Loss:  0.425
Epoch   8 Batch 1054/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.782, Loss:  0.464
Epoch   8 Batch 1055/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.774, Loss:  0.422
Epoch   8 Batch 1056/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.774, Loss:  0.435
Epoch   8 Batch 1057/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.781, Loss:  0.456
Epoch   8 Batch 1058/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.776, Loss:  0.498
Epoch   8 Batch 1059/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.775, Loss:  0.489
Epoch   8 Batch 1060/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.774, Loss:  0.420
Epoch   8 Batch 1061/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.769, Loss:  0.475
Epoch   8 Batch 1062/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.774, Loss:  0.435
Epoch   8 Batch 1063/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.773, Loss:  0.442
Epoch   8 Batch 1064/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.765, Loss:  0.459
Epoch   8 Batch 1065/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.767, Loss:  0.433
Epoch   8 Batch 1066/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.768, Loss:  0.411
Epoch   8 Batch 1067/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.769, Loss:  0.456
Epoch   8 Batch 1068/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.775, Loss:  0.419
Epoch   8 Batch 1069/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.775, Loss:  0.405
Epoch   8 Batch 1070/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.780, Loss:  0.445
Epoch   8 Batch 1071/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.783, Loss:  0.445
Epoch   8 Batch 1072/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.787, Loss:  0.422
Epoch   8 Batch 1073/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.786, Loss:  0.498
Epoch   8 Batch 1074/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.791, Loss:  0.465
Epoch   8 Batch 1075/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.786, Loss:  0.475
Epoch   9 Batch    0/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.786, Loss:  0.419
Epoch   9 Batch    1/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.780, Loss:  0.446
Epoch   9 Batch    2/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.774, Loss:  0.456
Epoch   9 Batch    3/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.778, Loss:  0.426
Epoch   9 Batch    4/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.778, Loss:  0.449
Epoch   9 Batch    5/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.780, Loss:  0.475
Epoch   9 Batch    6/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.780, Loss:  0.461
Epoch   9 Batch    7/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.777, Loss:  0.432
Epoch   9 Batch    8/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.787, Loss:  0.428
Epoch   9 Batch    9/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.781, Loss:  0.450
Epoch   9 Batch   10/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.772, Loss:  0.455
Epoch   9 Batch   11/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.780, Loss:  0.429
Epoch   9 Batch   12/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.779, Loss:  0.462
Epoch   9 Batch   13/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.781, Loss:  0.432
Epoch   9 Batch   14/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.778, Loss:  0.405
Epoch   9 Batch   15/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.773, Loss:  0.424
Epoch   9 Batch   16/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.776, Loss:  0.447
Epoch   9 Batch   17/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.777, Loss:  0.436
Epoch   9 Batch   18/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.779, Loss:  0.424
Epoch   9 Batch   19/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.784, Loss:  0.429
Epoch   9 Batch   20/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.784, Loss:  0.432
Epoch   9 Batch   21/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.784, Loss:  0.467
Epoch   9 Batch   22/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.783, Loss:  0.456
Epoch   9 Batch   23/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.779, Loss:  0.430
Epoch   9 Batch   24/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.782, Loss:  0.424
Epoch   9 Batch   25/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.781, Loss:  0.418
Epoch   9 Batch   26/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.783, Loss:  0.445
Epoch   9 Batch   27/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.781, Loss:  0.409
Epoch   9 Batch   28/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.778, Loss:  0.427
Epoch   9 Batch   29/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.771, Loss:  0.439
Epoch   9 Batch   30/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.773, Loss:  0.424
Epoch   9 Batch   31/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.763, Loss:  0.440
Epoch   9 Batch   32/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.769, Loss:  0.408
Epoch   9 Batch   33/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.769, Loss:  0.400
Epoch   9 Batch   34/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.777, Loss:  0.437
Epoch   9 Batch   35/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.778, Loss:  0.451
Epoch   9 Batch   36/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.781, Loss:  0.426
Epoch   9 Batch   37/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.787, Loss:  0.448
Epoch   9 Batch   38/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.786, Loss:  0.485
Epoch   9 Batch   39/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.780, Loss:  0.487
Epoch   9 Batch   40/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.777, Loss:  0.433
Epoch   9 Batch   41/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.780, Loss:  0.433
Epoch   9 Batch   42/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.777, Loss:  0.454
Epoch   9 Batch   43/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.775, Loss:  0.440
Epoch   9 Batch   44/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.770, Loss:  0.471
Epoch   9 Batch   45/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.775, Loss:  0.451
Epoch   9 Batch   46/1077 - Train Accuracy:  0.750, Validation Accuracy:  0.772, Loss:  0.472
Epoch   9 Batch   47/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.772, Loss:  0.428
Epoch   9 Batch   48/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.775, Loss:  0.471
Epoch   9 Batch   49/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.769, Loss:  0.454
Epoch   9 Batch   50/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.770, Loss:  0.442
Epoch   9 Batch   51/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.775, Loss:  0.418
Epoch   9 Batch   52/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.782, Loss:  0.444
Epoch   9 Batch   53/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.778, Loss:  0.458
Epoch   9 Batch   54/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.773, Loss:  0.482
Epoch   9 Batch   55/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.768, Loss:  0.424
Epoch   9 Batch   56/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.765, Loss:  0.418
Epoch   9 Batch   57/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.764, Loss:  0.398
Epoch   9 Batch   58/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.765, Loss:  0.424
Epoch   9 Batch   59/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.764, Loss:  0.458
Epoch   9 Batch   60/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.773, Loss:  0.424
Epoch   9 Batch   61/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.774, Loss:  0.448
Epoch   9 Batch   62/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.777, Loss:  0.455
Epoch   9 Batch   63/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.778, Loss:  0.416
Epoch   9 Batch   64/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.784, Loss:  0.425
Epoch   9 Batch   65/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.772, Loss:  0.447
Epoch   9 Batch   66/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.777, Loss:  0.419
Epoch   9 Batch   67/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.775, Loss:  0.444
Epoch   9 Batch   68/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.777, Loss:  0.459
Epoch   9 Batch   69/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.777, Loss:  0.462
Epoch   9 Batch   70/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.776, Loss:  0.460
Epoch   9 Batch   71/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.775, Loss:  0.433
Epoch   9 Batch   72/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.779, Loss:  0.452
Epoch   9 Batch   73/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.785, Loss:  0.468
Epoch   9 Batch   74/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.788, Loss:  0.408
Epoch   9 Batch   75/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.788, Loss:  0.479
Epoch   9 Batch   76/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.787, Loss:  0.407
Epoch   9 Batch   77/1077 - Train Accuracy:  0.753, Validation Accuracy:  0.781, Loss:  0.459
Epoch   9 Batch   78/1077 - Train Accuracy:  0.751, Validation Accuracy:  0.777, Loss:  0.450
Epoch   9 Batch   79/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.777, Loss:  0.448
Epoch   9 Batch   80/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.778, Loss:  0.458
Epoch   9 Batch   81/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.774, Loss:  0.428
Epoch   9 Batch   82/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.779, Loss:  0.385
Epoch   9 Batch   83/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.780, Loss:  0.461
Epoch   9 Batch   84/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.786, Loss:  0.451
Epoch   9 Batch   85/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.786, Loss:  0.425
Epoch   9 Batch   86/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.786, Loss:  0.448
Epoch   9 Batch   87/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.783, Loss:  0.471
Epoch   9 Batch   88/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.789, Loss:  0.447
Epoch   9 Batch   89/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.789, Loss:  0.447
Epoch   9 Batch   90/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.788, Loss:  0.467
Epoch   9 Batch   91/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.780, Loss:  0.385
Epoch   9 Batch   92/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.794, Loss:  0.426
Epoch   9 Batch   93/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.792, Loss:  0.456
Epoch   9 Batch   94/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.796, Loss:  0.416
Epoch   9 Batch   95/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.796, Loss:  0.442
Epoch   9 Batch   96/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.792, Loss:  0.435
Epoch   9 Batch   97/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.791, Loss:  0.439
Epoch   9 Batch   98/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.791, Loss:  0.419
Epoch   9 Batch   99/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.789, Loss:  0.460
Epoch   9 Batch  100/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.776, Loss:  0.451
Epoch   9 Batch  101/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.775, Loss:  0.447
Epoch   9 Batch  102/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.773, Loss:  0.406
Epoch   9 Batch  103/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.785, Loss:  0.484
Epoch   9 Batch  104/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.782, Loss:  0.459
Epoch   9 Batch  105/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.773, Loss:  0.423
Epoch   9 Batch  106/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.774, Loss:  0.475
Epoch   9 Batch  107/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.781, Loss:  0.440
Epoch   9 Batch  108/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.788, Loss:  0.404
Epoch   9 Batch  109/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.790, Loss:  0.440
Epoch   9 Batch  110/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.792, Loss:  0.397
Epoch   9 Batch  111/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.794, Loss:  0.443
Epoch   9 Batch  112/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.798, Loss:  0.437
Epoch   9 Batch  113/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.797, Loss:  0.464
Epoch   9 Batch  114/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.795, Loss:  0.433
Epoch   9 Batch  115/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.795, Loss:  0.470
Epoch   9 Batch  116/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.787, Loss:  0.445
Epoch   9 Batch  117/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.784, Loss:  0.485
Epoch   9 Batch  118/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.793, Loss:  0.475
Epoch   9 Batch  119/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.791, Loss:  0.436
Epoch   9 Batch  120/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.791, Loss:  0.461
Epoch   9 Batch  121/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.794, Loss:  0.427
Epoch   9 Batch  122/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.800, Loss:  0.417
Epoch   9 Batch  123/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.406
Epoch   9 Batch  124/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.795, Loss:  0.447
Epoch   9 Batch  125/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.794, Loss:  0.453
Epoch   9 Batch  126/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.787, Loss:  0.418
Epoch   9 Batch  127/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.784, Loss:  0.438
Epoch   9 Batch  128/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.783, Loss:  0.419
Epoch   9 Batch  129/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.783, Loss:  0.449
Epoch   9 Batch  130/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.783, Loss:  0.420
Epoch   9 Batch  131/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.782, Loss:  0.421
Epoch   9 Batch  132/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.779, Loss:  0.447
Epoch   9 Batch  133/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.776, Loss:  0.435
Epoch   9 Batch  134/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.777, Loss:  0.422
Epoch   9 Batch  135/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.782, Loss:  0.451
Epoch   9 Batch  136/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.787, Loss:  0.427
Epoch   9 Batch  137/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.795, Loss:  0.394
Epoch   9 Batch  138/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.784, Loss:  0.420
Epoch   9 Batch  139/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.790, Loss:  0.435
Epoch   9 Batch  140/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.793, Loss:  0.462
Epoch   9 Batch  141/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.794, Loss:  0.432
Epoch   9 Batch  142/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.793, Loss:  0.424
Epoch   9 Batch  143/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.796, Loss:  0.446
Epoch   9 Batch  144/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.790, Loss:  0.470
Epoch   9 Batch  145/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.797, Loss:  0.453
Epoch   9 Batch  146/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.790, Loss:  0.444
Epoch   9 Batch  147/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.792, Loss:  0.465
Epoch   9 Batch  148/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.787, Loss:  0.458
Epoch   9 Batch  149/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.788, Loss:  0.439
Epoch   9 Batch  150/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.784, Loss:  0.423
Epoch   9 Batch  151/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.784, Loss:  0.395
Epoch   9 Batch  152/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.787, Loss:  0.457
Epoch   9 Batch  153/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.786, Loss:  0.477
Epoch   9 Batch  154/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.786, Loss:  0.449
Epoch   9 Batch  155/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.785, Loss:  0.443
Epoch   9 Batch  156/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.787, Loss:  0.440
Epoch   9 Batch  157/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.786, Loss:  0.454
Epoch   9 Batch  158/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.788, Loss:  0.446
Epoch   9 Batch  159/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.787, Loss:  0.382
Epoch   9 Batch  160/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.787, Loss:  0.421
Epoch   9 Batch  161/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.785, Loss:  0.440
Epoch   9 Batch  162/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.785, Loss:  0.477
Epoch   9 Batch  163/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.786, Loss:  0.474
Epoch   9 Batch  164/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.783, Loss:  0.449
Epoch   9 Batch  165/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.783, Loss:  0.423
Epoch   9 Batch  166/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.787, Loss:  0.447
Epoch   9 Batch  167/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.790, Loss:  0.457
Epoch   9 Batch  168/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.793, Loss:  0.483
Epoch   9 Batch  169/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.793, Loss:  0.436
Epoch   9 Batch  170/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.789, Loss:  0.481
Epoch   9 Batch  171/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.783, Loss:  0.409
Epoch   9 Batch  172/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.786, Loss:  0.414
Epoch   9 Batch  173/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.778, Loss:  0.445
Epoch   9 Batch  174/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.773, Loss:  0.426
Epoch   9 Batch  175/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.773, Loss:  0.427
Epoch   9 Batch  176/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.782, Loss:  0.440
Epoch   9 Batch  177/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.779, Loss:  0.464
Epoch   9 Batch  178/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.779, Loss:  0.421
Epoch   9 Batch  179/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.776, Loss:  0.452
Epoch   9 Batch  180/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.779, Loss:  0.417
Epoch   9 Batch  181/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.778, Loss:  0.458
Epoch   9 Batch  182/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.782, Loss:  0.431
Epoch   9 Batch  183/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.782, Loss:  0.461
Epoch   9 Batch  184/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.792, Loss:  0.424
Epoch   9 Batch  185/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.790, Loss:  0.457
Epoch   9 Batch  186/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.795, Loss:  0.448
Epoch   9 Batch  187/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.796, Loss:  0.423
Epoch   9 Batch  188/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.792, Loss:  0.453
Epoch   9 Batch  189/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.786, Loss:  0.445
Epoch   9 Batch  190/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.792, Loss:  0.425
Epoch   9 Batch  191/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.782, Loss:  0.397
Epoch   9 Batch  192/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.784, Loss:  0.437
Epoch   9 Batch  193/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.790, Loss:  0.426
Epoch   9 Batch  194/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.784, Loss:  0.396
Epoch   9 Batch  195/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.788, Loss:  0.422
Epoch   9 Batch  196/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.789, Loss:  0.431
Epoch   9 Batch  197/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.786, Loss:  0.435
Epoch   9 Batch  198/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.788, Loss:  0.414
Epoch   9 Batch  199/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.792, Loss:  0.415
Epoch   9 Batch  200/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.790, Loss:  0.441
Epoch   9 Batch  201/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.789, Loss:  0.398
Epoch   9 Batch  202/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.792, Loss:  0.443
Epoch   9 Batch  203/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.791, Loss:  0.425
Epoch   9 Batch  204/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.783, Loss:  0.460
Epoch   9 Batch  205/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.792, Loss:  0.440
Epoch   9 Batch  206/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.797, Loss:  0.421
Epoch   9 Batch  207/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.793, Loss:  0.441
Epoch   9 Batch  208/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.783, Loss:  0.422
Epoch   9 Batch  209/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.779, Loss:  0.405
Epoch   9 Batch  210/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.777, Loss:  0.447
Epoch   9 Batch  211/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.769, Loss:  0.437
Epoch   9 Batch  212/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.777, Loss:  0.401
Epoch   9 Batch  213/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.771, Loss:  0.386
Epoch   9 Batch  214/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.768, Loss:  0.435
Epoch   9 Batch  215/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.769, Loss:  0.457
Epoch   9 Batch  216/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.765, Loss:  0.444
Epoch   9 Batch  217/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.775, Loss:  0.437
Epoch   9 Batch  218/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.770, Loss:  0.461
Epoch   9 Batch  219/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.778, Loss:  0.436
Epoch   9 Batch  220/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.782, Loss:  0.450
Epoch   9 Batch  221/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.777, Loss:  0.445
Epoch   9 Batch  222/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.446
Epoch   9 Batch  223/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.780, Loss:  0.408
Epoch   9 Batch  224/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.779, Loss:  0.427
Epoch   9 Batch  225/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.781, Loss:  0.423
Epoch   9 Batch  226/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.782, Loss:  0.434
Epoch   9 Batch  227/1077 - Train Accuracy:  0.743, Validation Accuracy:  0.785, Loss:  0.477
Epoch   9 Batch  228/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.781, Loss:  0.419
Epoch   9 Batch  229/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.785, Loss:  0.442
Epoch   9 Batch  230/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.784, Loss:  0.416
Epoch   9 Batch  231/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.784, Loss:  0.477
Epoch   9 Batch  232/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.787, Loss:  0.449
Epoch   9 Batch  233/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.786, Loss:  0.461
Epoch   9 Batch  234/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.784, Loss:  0.441
Epoch   9 Batch  235/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.787, Loss:  0.405
Epoch   9 Batch  236/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.788, Loss:  0.468
Epoch   9 Batch  237/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.786, Loss:  0.407
Epoch   9 Batch  238/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.780, Loss:  0.434
Epoch   9 Batch  239/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.789, Loss:  0.399
Epoch   9 Batch  240/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.786, Loss:  0.408
Epoch   9 Batch  241/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.788, Loss:  0.404
Epoch   9 Batch  242/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.793, Loss:  0.432
Epoch   9 Batch  243/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.784, Loss:  0.456
Epoch   9 Batch  244/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.790, Loss:  0.432
Epoch   9 Batch  245/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.785, Loss:  0.423
Epoch   9 Batch  246/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.784, Loss:  0.459
Epoch   9 Batch  247/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.791, Loss:  0.423
Epoch   9 Batch  248/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.789, Loss:  0.418
Epoch   9 Batch  249/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.789, Loss:  0.429
Epoch   9 Batch  250/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.792, Loss:  0.417
Epoch   9 Batch  251/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.792, Loss:  0.418
Epoch   9 Batch  252/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.786, Loss:  0.424
Epoch   9 Batch  253/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.787, Loss:  0.430
Epoch   9 Batch  254/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.785, Loss:  0.433
Epoch   9 Batch  255/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.777, Loss:  0.432
Epoch   9 Batch  256/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.775, Loss:  0.480
Epoch   9 Batch  257/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.409
Epoch   9 Batch  258/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.794, Loss:  0.419
Epoch   9 Batch  259/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.801, Loss:  0.430
Epoch   9 Batch  260/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.796, Loss:  0.416
Epoch   9 Batch  261/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.780, Loss:  0.426
Epoch   9 Batch  262/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.781, Loss:  0.412
Epoch   9 Batch  263/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.787, Loss:  0.424
Epoch   9 Batch  264/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.800, Loss:  0.439
Epoch   9 Batch  265/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.795, Loss:  0.441
Epoch   9 Batch  266/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.784, Loss:  0.438
Epoch   9 Batch  267/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.787, Loss:  0.411
Epoch   9 Batch  268/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.781, Loss:  0.424
Epoch   9 Batch  269/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.780, Loss:  0.476
Epoch   9 Batch  270/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.775, Loss:  0.461
Epoch   9 Batch  271/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.771, Loss:  0.419
Epoch   9 Batch  272/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.771, Loss:  0.478
Epoch   9 Batch  273/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.770, Loss:  0.414
Epoch   9 Batch  274/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.769, Loss:  0.416
Epoch   9 Batch  275/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.774, Loss:  0.427
Epoch   9 Batch  276/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.769, Loss:  0.482
Epoch   9 Batch  277/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.771, Loss:  0.395
Epoch   9 Batch  278/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.779, Loss:  0.465
Epoch   9 Batch  279/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.777, Loss:  0.505
Epoch   9 Batch  280/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.779, Loss:  0.461
Epoch   9 Batch  281/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.779, Loss:  0.458
Epoch   9 Batch  282/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.777, Loss:  0.471
Epoch   9 Batch  283/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.775, Loss:  0.427
Epoch   9 Batch  284/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.779, Loss:  0.459
Epoch   9 Batch  285/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.781, Loss:  0.423
Epoch   9 Batch  286/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.784, Loss:  0.414
Epoch   9 Batch  287/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.783, Loss:  0.413
Epoch   9 Batch  288/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.790, Loss:  0.460
Epoch   9 Batch  289/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.776, Loss:  0.421
Epoch   9 Batch  290/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.775, Loss:  0.438
Epoch   9 Batch  291/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.777, Loss:  0.472
Epoch   9 Batch  292/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.778, Loss:  0.404
Epoch   9 Batch  293/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.774, Loss:  0.468
Epoch   9 Batch  294/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.771, Loss:  0.411
Epoch   9 Batch  295/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.773, Loss:  0.453
Epoch   9 Batch  296/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.777, Loss:  0.419
Epoch   9 Batch  297/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.784, Loss:  0.480
Epoch   9 Batch  298/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.784, Loss:  0.451
Epoch   9 Batch  299/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.785, Loss:  0.411
Epoch   9 Batch  300/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.778, Loss:  0.449
Epoch   9 Batch  301/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.777, Loss:  0.436
Epoch   9 Batch  302/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.774, Loss:  0.439
Epoch   9 Batch  303/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.769, Loss:  0.443
Epoch   9 Batch  304/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.766, Loss:  0.415
Epoch   9 Batch  305/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.771, Loss:  0.431
Epoch   9 Batch  306/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.779, Loss:  0.432
Epoch   9 Batch  307/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.774, Loss:  0.439
Epoch   9 Batch  308/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.767, Loss:  0.485
Epoch   9 Batch  309/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.772, Loss:  0.400
Epoch   9 Batch  310/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.767, Loss:  0.443
Epoch   9 Batch  311/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.775, Loss:  0.418
Epoch   9 Batch  312/1077 - Train Accuracy:  0.760, Validation Accuracy:  0.782, Loss:  0.451
Epoch   9 Batch  313/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.784, Loss:  0.416
Epoch   9 Batch  314/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.783, Loss:  0.427
Epoch   9 Batch  315/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.773, Loss:  0.400
Epoch   9 Batch  316/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.762, Loss:  0.415
Epoch   9 Batch  317/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.763, Loss:  0.477
Epoch   9 Batch  318/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.759, Loss:  0.429
Epoch   9 Batch  319/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.762, Loss:  0.442
Epoch   9 Batch  320/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.759, Loss:  0.437
Epoch   9 Batch  321/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.757, Loss:  0.443
Epoch   9 Batch  322/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.756, Loss:  0.420
Epoch   9 Batch  323/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.757, Loss:  0.429
Epoch   9 Batch  324/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.757, Loss:  0.424
Epoch   9 Batch  325/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.755, Loss:  0.413
Epoch   9 Batch  326/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.762, Loss:  0.404
Epoch   9 Batch  327/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.763, Loss:  0.461
Epoch   9 Batch  328/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.772, Loss:  0.440
Epoch   9 Batch  329/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.775, Loss:  0.456
Epoch   9 Batch  330/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.775, Loss:  0.430
Epoch   9 Batch  331/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.779, Loss:  0.434
Epoch   9 Batch  332/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.782, Loss:  0.374
Epoch   9 Batch  333/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.778, Loss:  0.439
Epoch   9 Batch  334/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.776, Loss:  0.425
Epoch   9 Batch  335/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.775, Loss:  0.404
Epoch   9 Batch  336/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.775, Loss:  0.465
Epoch   9 Batch  337/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.779, Loss:  0.465
Epoch   9 Batch  338/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.783, Loss:  0.456
Epoch   9 Batch  339/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.782, Loss:  0.411
Epoch   9 Batch  340/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.789, Loss:  0.427
Epoch   9 Batch  341/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.792, Loss:  0.481
Epoch   9 Batch  342/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.791, Loss:  0.399
Epoch   9 Batch  343/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.790, Loss:  0.414
Epoch   9 Batch  344/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.790, Loss:  0.431
Epoch   9 Batch  345/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.796, Loss:  0.423
Epoch   9 Batch  346/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.796, Loss:  0.466
Epoch   9 Batch  347/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.790, Loss:  0.410
Epoch   9 Batch  348/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.795, Loss:  0.418
Epoch   9 Batch  349/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.789, Loss:  0.427
Epoch   9 Batch  350/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.789, Loss:  0.467
Epoch   9 Batch  351/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.779, Loss:  0.467
Epoch   9 Batch  352/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.781, Loss:  0.458
Epoch   9 Batch  353/1077 - Train Accuracy:  0.746, Validation Accuracy:  0.781, Loss:  0.489
Epoch   9 Batch  354/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.778, Loss:  0.443
Epoch   9 Batch  355/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.783, Loss:  0.454
Epoch   9 Batch  356/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.784, Loss:  0.438
Epoch   9 Batch  357/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.778, Loss:  0.424
Epoch   9 Batch  358/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.782, Loss:  0.463
Epoch   9 Batch  359/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.782, Loss:  0.437
Epoch   9 Batch  360/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.783, Loss:  0.441
Epoch   9 Batch  361/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.782, Loss:  0.460
Epoch   9 Batch  362/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.770, Loss:  0.440
Epoch   9 Batch  363/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.776, Loss:  0.450
Epoch   9 Batch  364/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.779, Loss:  0.468
Epoch   9 Batch  365/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.786, Loss:  0.403
Epoch   9 Batch  366/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.784, Loss:  0.452
Epoch   9 Batch  367/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.788, Loss:  0.389
Epoch   9 Batch  368/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.778, Loss:  0.459
Epoch   9 Batch  369/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.784, Loss:  0.411
Epoch   9 Batch  370/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.785, Loss:  0.435
Epoch   9 Batch  371/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.785, Loss:  0.443
Epoch   9 Batch  372/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.790, Loss:  0.413
Epoch   9 Batch  373/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.794, Loss:  0.415
Epoch   9 Batch  374/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.784, Loss:  0.473
Epoch   9 Batch  375/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.779, Loss:  0.414
Epoch   9 Batch  376/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.782, Loss:  0.424
Epoch   9 Batch  377/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.782, Loss:  0.438
Epoch   9 Batch  378/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.775, Loss:  0.399
Epoch   9 Batch  379/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.778, Loss:  0.441
Epoch   9 Batch  380/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.777, Loss:  0.425
Epoch   9 Batch  381/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.767, Loss:  0.451
Epoch   9 Batch  382/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.771, Loss:  0.487
Epoch   9 Batch  383/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.774, Loss:  0.433
Epoch   9 Batch  384/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.775, Loss:  0.426
Epoch   9 Batch  385/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.776, Loss:  0.435
Epoch   9 Batch  386/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.776, Loss:  0.404
Epoch   9 Batch  387/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.784, Loss:  0.429
Epoch   9 Batch  388/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.787, Loss:  0.425
Epoch   9 Batch  389/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.782, Loss:  0.424
Epoch   9 Batch  390/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.782, Loss:  0.459
Epoch   9 Batch  391/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.788, Loss:  0.425
Epoch   9 Batch  392/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.791, Loss:  0.420
Epoch   9 Batch  393/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.786, Loss:  0.407
Epoch   9 Batch  394/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.785, Loss:  0.459
Epoch   9 Batch  395/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.776, Loss:  0.391
Epoch   9 Batch  396/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.785, Loss:  0.458
Epoch   9 Batch  397/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.783, Loss:  0.437
Epoch   9 Batch  398/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.782, Loss:  0.453
Epoch   9 Batch  399/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.782, Loss:  0.461
Epoch   9 Batch  400/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.781, Loss:  0.439
Epoch   9 Batch  401/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.790, Loss:  0.415
Epoch   9 Batch  402/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.787, Loss:  0.410
Epoch   9 Batch  403/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.786, Loss:  0.440
Epoch   9 Batch  404/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.779, Loss:  0.399
Epoch   9 Batch  405/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.777, Loss:  0.467
Epoch   9 Batch  406/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.786, Loss:  0.421
Epoch   9 Batch  407/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.460
Epoch   9 Batch  408/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.784, Loss:  0.442
Epoch   9 Batch  409/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.782, Loss:  0.449
Epoch   9 Batch  410/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.782, Loss:  0.452
Epoch   9 Batch  411/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.780, Loss:  0.413
Epoch   9 Batch  412/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.780, Loss:  0.418
Epoch   9 Batch  413/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.781, Loss:  0.431
Epoch   9 Batch  414/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.782, Loss:  0.432
Epoch   9 Batch  415/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.788, Loss:  0.412
Epoch   9 Batch  416/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.796, Loss:  0.427
Epoch   9 Batch  417/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.789, Loss:  0.464
Epoch   9 Batch  418/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.781, Loss:  0.401
Epoch   9 Batch  419/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.782, Loss:  0.427
Epoch   9 Batch  420/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.782, Loss:  0.413
Epoch   9 Batch  421/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.782, Loss:  0.445
Epoch   9 Batch  422/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.782, Loss:  0.407
Epoch   9 Batch  423/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.783, Loss:  0.439
Epoch   9 Batch  424/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.792, Loss:  0.435
Epoch   9 Batch  425/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.785, Loss:  0.426
Epoch   9 Batch  426/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.780, Loss:  0.446
Epoch   9 Batch  427/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.788, Loss:  0.426
Epoch   9 Batch  428/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.786, Loss:  0.403
Epoch   9 Batch  429/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.786, Loss:  0.426
Epoch   9 Batch  430/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.788, Loss:  0.435
Epoch   9 Batch  431/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.788, Loss:  0.439
Epoch   9 Batch  432/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.785, Loss:  0.420
Epoch   9 Batch  433/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.783, Loss:  0.429
Epoch   9 Batch  434/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.783, Loss:  0.442
Epoch   9 Batch  435/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.786, Loss:  0.461
Epoch   9 Batch  436/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.779, Loss:  0.422
Epoch   9 Batch  437/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.781, Loss:  0.454
Epoch   9 Batch  438/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.782, Loss:  0.442
Epoch   9 Batch  439/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.781, Loss:  0.447
Epoch   9 Batch  440/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.783, Loss:  0.430
Epoch   9 Batch  441/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.787, Loss:  0.420
Epoch   9 Batch  442/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.787, Loss:  0.407
Epoch   9 Batch  443/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.788, Loss:  0.422
Epoch   9 Batch  444/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.781, Loss:  0.427
Epoch   9 Batch  445/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.780, Loss:  0.461
Epoch   9 Batch  446/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.773, Loss:  0.390
Epoch   9 Batch  447/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.771, Loss:  0.459
Epoch   9 Batch  448/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.781, Loss:  0.458
Epoch   9 Batch  449/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.780, Loss:  0.459
Epoch   9 Batch  450/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.777, Loss:  0.428
Epoch   9 Batch  451/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.773, Loss:  0.402
Epoch   9 Batch  452/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.773, Loss:  0.434
Epoch   9 Batch  453/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.781, Loss:  0.414
Epoch   9 Batch  454/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.778, Loss:  0.428
Epoch   9 Batch  455/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.776, Loss:  0.415
Epoch   9 Batch  456/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.779, Loss:  0.431
Epoch   9 Batch  457/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.783, Loss:  0.403
Epoch   9 Batch  458/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.779, Loss:  0.447
Epoch   9 Batch  459/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.780, Loss:  0.412
Epoch   9 Batch  460/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.784, Loss:  0.454
Epoch   9 Batch  461/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.783, Loss:  0.427
Epoch   9 Batch  462/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.786, Loss:  0.422
Epoch   9 Batch  463/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.784, Loss:  0.449
Epoch   9 Batch  464/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.785, Loss:  0.414
Epoch   9 Batch  465/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.790, Loss:  0.472
Epoch   9 Batch  466/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.789, Loss:  0.414
Epoch   9 Batch  467/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.781, Loss:  0.412
Epoch   9 Batch  468/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.783, Loss:  0.439
Epoch   9 Batch  469/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.782, Loss:  0.460
Epoch   9 Batch  470/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.775, Loss:  0.447
Epoch   9 Batch  471/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.783, Loss:  0.425
Epoch   9 Batch  472/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.779, Loss:  0.388
Epoch   9 Batch  473/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.781, Loss:  0.457
Epoch   9 Batch  474/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.783, Loss:  0.459
Epoch   9 Batch  475/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.785, Loss:  0.417
Epoch   9 Batch  476/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.786, Loss:  0.438
Epoch   9 Batch  477/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.780, Loss:  0.400
Epoch   9 Batch  478/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.786, Loss:  0.446
Epoch   9 Batch  479/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.777, Loss:  0.445
Epoch   9 Batch  480/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.770, Loss:  0.435
Epoch   9 Batch  481/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.769, Loss:  0.432
Epoch   9 Batch  482/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.772, Loss:  0.445
Epoch   9 Batch  483/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.777, Loss:  0.435
Epoch   9 Batch  484/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.778, Loss:  0.449
Epoch   9 Batch  485/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.777, Loss:  0.449
Epoch   9 Batch  486/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.781, Loss:  0.432
Epoch   9 Batch  487/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.784, Loss:  0.451
Epoch   9 Batch  488/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.784, Loss:  0.433
Epoch   9 Batch  489/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.779, Loss:  0.412
Epoch   9 Batch  490/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.779, Loss:  0.425
Epoch   9 Batch  491/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.780, Loss:  0.448
Epoch   9 Batch  492/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.785, Loss:  0.451
Epoch   9 Batch  493/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.782, Loss:  0.404
Epoch   9 Batch  494/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.773, Loss:  0.408
Epoch   9 Batch  495/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.769, Loss:  0.428
Epoch   9 Batch  496/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.759, Loss:  0.435
Epoch   9 Batch  497/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.770, Loss:  0.471
Epoch   9 Batch  498/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.767, Loss:  0.425
Epoch   9 Batch  499/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.764, Loss:  0.424
Epoch   9 Batch  500/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.760, Loss:  0.427
Epoch   9 Batch  501/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.761, Loss:  0.420
Epoch   9 Batch  502/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.770, Loss:  0.430
Epoch   9 Batch  503/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.770, Loss:  0.424
Epoch   9 Batch  504/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.774, Loss:  0.427
Epoch   9 Batch  505/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.774, Loss:  0.375
Epoch   9 Batch  506/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.780, Loss:  0.440
Epoch   9 Batch  507/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.779, Loss:  0.424
Epoch   9 Batch  508/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.780, Loss:  0.423
Epoch   9 Batch  509/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.777, Loss:  0.460
Epoch   9 Batch  510/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.781, Loss:  0.406
Epoch   9 Batch  511/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.775, Loss:  0.448
Epoch   9 Batch  512/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.776, Loss:  0.419
Epoch   9 Batch  513/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.774, Loss:  0.416
Epoch   9 Batch  514/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.777, Loss:  0.451
Epoch   9 Batch  515/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.785, Loss:  0.454
Epoch   9 Batch  516/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.779, Loss:  0.401
Epoch   9 Batch  517/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.778, Loss:  0.432
Epoch   9 Batch  518/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.786, Loss:  0.429
Epoch   9 Batch  519/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.787, Loss:  0.413
Epoch   9 Batch  520/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.783, Loss:  0.415
Epoch   9 Batch  521/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.783, Loss:  0.418
Epoch   9 Batch  522/1077 - Train Accuracy:  0.757, Validation Accuracy:  0.785, Loss:  0.467
Epoch   9 Batch  523/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.784, Loss:  0.434
Epoch   9 Batch  524/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.791, Loss:  0.441
Epoch   9 Batch  525/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.789, Loss:  0.446
Epoch   9 Batch  526/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.787, Loss:  0.429
Epoch   9 Batch  527/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.784, Loss:  0.433
Epoch   9 Batch  528/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.785, Loss:  0.423
Epoch   9 Batch  529/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.795, Loss:  0.415
Epoch   9 Batch  530/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.791, Loss:  0.455
Epoch   9 Batch  531/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.795, Loss:  0.437
Epoch   9 Batch  532/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.779, Loss:  0.452
Epoch   9 Batch  533/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.775, Loss:  0.452
Epoch   9 Batch  534/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.773, Loss:  0.435
Epoch   9 Batch  535/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.777, Loss:  0.433
Epoch   9 Batch  536/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.779, Loss:  0.401
Epoch   9 Batch  537/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.779, Loss:  0.430
Epoch   9 Batch  538/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.781, Loss:  0.397
Epoch   9 Batch  539/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.778, Loss:  0.446
Epoch   9 Batch  540/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.776, Loss:  0.421
Epoch   9 Batch  541/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.777, Loss:  0.449
Epoch   9 Batch  542/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.781, Loss:  0.438
Epoch   9 Batch  543/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.780, Loss:  0.442
Epoch   9 Batch  544/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.785, Loss:  0.418
Epoch   9 Batch  545/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.788, Loss:  0.445
Epoch   9 Batch  546/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.799, Loss:  0.453
Epoch   9 Batch  547/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.800, Loss:  0.431
Epoch   9 Batch  548/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.437
Epoch   9 Batch  549/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.798, Loss:  0.476
Epoch   9 Batch  550/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.794, Loss:  0.453
Epoch   9 Batch  551/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.787, Loss:  0.436
Epoch   9 Batch  552/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.791, Loss:  0.430
Epoch   9 Batch  553/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.789, Loss:  0.443
Epoch   9 Batch  554/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.783, Loss:  0.439
Epoch   9 Batch  555/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.782, Loss:  0.433
Epoch   9 Batch  556/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.788, Loss:  0.417
Epoch   9 Batch  557/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.787, Loss:  0.403
Epoch   9 Batch  558/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.788, Loss:  0.407
Epoch   9 Batch  559/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.789, Loss:  0.437
Epoch   9 Batch  560/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.795, Loss:  0.404
Epoch   9 Batch  561/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.803, Loss:  0.419
Epoch   9 Batch  562/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.801, Loss:  0.389
Epoch   9 Batch  563/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.794, Loss:  0.468
Epoch   9 Batch  564/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.790, Loss:  0.450
Epoch   9 Batch  565/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.785, Loss:  0.433
Epoch   9 Batch  566/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.789, Loss:  0.471
Epoch   9 Batch  567/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.783, Loss:  0.447
Epoch   9 Batch  568/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.781, Loss:  0.425
Epoch   9 Batch  569/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.781, Loss:  0.425
Epoch   9 Batch  570/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.784, Loss:  0.458
Epoch   9 Batch  571/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.782, Loss:  0.401
Epoch   9 Batch  572/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.785, Loss:  0.410
Epoch   9 Batch  573/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.792, Loss:  0.449
Epoch   9 Batch  574/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.791, Loss:  0.451
Epoch   9 Batch  575/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.788, Loss:  0.404
Epoch   9 Batch  576/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.792, Loss:  0.449
Epoch   9 Batch  577/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.790, Loss:  0.468
Epoch   9 Batch  578/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.789, Loss:  0.464
Epoch   9 Batch  579/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.784, Loss:  0.433
Epoch   9 Batch  580/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.788, Loss:  0.390
Epoch   9 Batch  581/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.792, Loss:  0.414
Epoch   9 Batch  582/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.798, Loss:  0.440
Epoch   9 Batch  583/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.799, Loss:  0.442
Epoch   9 Batch  584/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.794, Loss:  0.433
Epoch   9 Batch  585/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.796, Loss:  0.385
Epoch   9 Batch  586/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.793, Loss:  0.471
Epoch   9 Batch  587/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.792, Loss:  0.412
Epoch   9 Batch  588/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.780, Loss:  0.437
Epoch   9 Batch  589/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.779, Loss:  0.451
Epoch   9 Batch  590/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.774, Loss:  0.458
Epoch   9 Batch  591/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.778, Loss:  0.403
Epoch   9 Batch  592/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.779, Loss:  0.449
Epoch   9 Batch  593/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.779, Loss:  0.429
Epoch   9 Batch  594/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.782, Loss:  0.429
Epoch   9 Batch  595/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.780, Loss:  0.449
Epoch   9 Batch  596/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.785, Loss:  0.442
Epoch   9 Batch  597/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.795, Loss:  0.441
Epoch   9 Batch  598/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.787, Loss:  0.432
Epoch   9 Batch  599/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.780, Loss:  0.469
Epoch   9 Batch  600/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.787, Loss:  0.416
Epoch   9 Batch  601/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.787, Loss:  0.431
Epoch   9 Batch  602/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.788, Loss:  0.433
Epoch   9 Batch  603/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.784, Loss:  0.441
Epoch   9 Batch  604/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.790, Loss:  0.449
Epoch   9 Batch  605/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.796, Loss:  0.462
Epoch   9 Batch  606/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.795, Loss:  0.392
Epoch   9 Batch  607/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.801, Loss:  0.404
Epoch   9 Batch  608/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.807, Loss:  0.450
Epoch   9 Batch  609/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.805, Loss:  0.440
Epoch   9 Batch  610/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.810, Loss:  0.458
Epoch   9 Batch  611/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.808, Loss:  0.460
Epoch   9 Batch  612/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.805, Loss:  0.406
Epoch   9 Batch  613/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.806, Loss:  0.446
Epoch   9 Batch  614/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.808, Loss:  0.413
Epoch   9 Batch  615/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.806, Loss:  0.428
Epoch   9 Batch  616/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.806, Loss:  0.457
Epoch   9 Batch  617/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.806, Loss:  0.411
Epoch   9 Batch  618/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.806, Loss:  0.427
Epoch   9 Batch  619/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.804, Loss:  0.437
Epoch   9 Batch  620/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.803, Loss:  0.417
Epoch   9 Batch  621/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.800, Loss:  0.439
Epoch   9 Batch  622/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.793, Loss:  0.443
Epoch   9 Batch  623/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.796, Loss:  0.462
Epoch   9 Batch  624/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.799, Loss:  0.413
Epoch   9 Batch  625/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.802, Loss:  0.428
Epoch   9 Batch  626/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.798, Loss:  0.377
Epoch   9 Batch  627/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.799, Loss:  0.445
Epoch   9 Batch  628/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.797, Loss:  0.457
Epoch   9 Batch  629/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.792, Loss:  0.440
Epoch   9 Batch  630/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.790, Loss:  0.429
Epoch   9 Batch  631/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.788, Loss:  0.415
Epoch   9 Batch  632/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.793, Loss:  0.439
Epoch   9 Batch  633/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.795, Loss:  0.438
Epoch   9 Batch  634/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.789, Loss:  0.396
Epoch   9 Batch  635/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.795, Loss:  0.472
Epoch   9 Batch  636/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.788, Loss:  0.415
Epoch   9 Batch  637/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.788, Loss:  0.445
Epoch   9 Batch  638/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.791, Loss:  0.415
Epoch   9 Batch  639/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.788, Loss:  0.432
Epoch   9 Batch  640/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.787, Loss:  0.406
Epoch   9 Batch  641/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.779, Loss:  0.420
Epoch   9 Batch  642/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.780, Loss:  0.435
Epoch   9 Batch  643/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.782, Loss:  0.396
Epoch   9 Batch  644/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.783, Loss:  0.431
Epoch   9 Batch  645/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.793, Loss:  0.427
Epoch   9 Batch  646/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.800, Loss:  0.414
Epoch   9 Batch  647/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.802, Loss:  0.431
Epoch   9 Batch  648/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.796, Loss:  0.425
Epoch   9 Batch  649/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.799, Loss:  0.444
Epoch   9 Batch  650/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.798, Loss:  0.435
Epoch   9 Batch  651/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.800, Loss:  0.423
Epoch   9 Batch  652/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.799, Loss:  0.460
Epoch   9 Batch  653/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.796, Loss:  0.434
Epoch   9 Batch  654/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.800, Loss:  0.409
Epoch   9 Batch  655/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.798, Loss:  0.464
Epoch   9 Batch  656/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.797, Loss:  0.432
Epoch   9 Batch  657/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.798, Loss:  0.448
Epoch   9 Batch  658/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.789, Loss:  0.418
Epoch   9 Batch  659/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.791, Loss:  0.419
Epoch   9 Batch  660/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.784, Loss:  0.457
Epoch   9 Batch  661/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.776, Loss:  0.370
Epoch   9 Batch  662/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.778, Loss:  0.389
Epoch   9 Batch  663/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.790, Loss:  0.405
Epoch   9 Batch  664/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.791, Loss:  0.427
Epoch   9 Batch  665/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.792, Loss:  0.429
Epoch   9 Batch  666/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.793, Loss:  0.448
Epoch   9 Batch  667/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.793, Loss:  0.456
Epoch   9 Batch  668/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.792, Loss:  0.427
Epoch   9 Batch  669/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.789, Loss:  0.405
Epoch   9 Batch  670/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.791, Loss:  0.388
Epoch   9 Batch  671/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.786, Loss:  0.434
Epoch   9 Batch  672/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.784, Loss:  0.408
Epoch   9 Batch  673/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.778, Loss:  0.399
Epoch   9 Batch  674/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.780, Loss:  0.420
Epoch   9 Batch  675/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.785, Loss:  0.442
Epoch   9 Batch  676/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.790, Loss:  0.440
Epoch   9 Batch  677/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.787, Loss:  0.471
Epoch   9 Batch  678/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.791, Loss:  0.398
Epoch   9 Batch  679/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.793, Loss:  0.472
Epoch   9 Batch  680/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.793, Loss:  0.410
Epoch   9 Batch  681/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.789, Loss:  0.451
Epoch   9 Batch  682/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.780, Loss:  0.431
Epoch   9 Batch  683/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.783, Loss:  0.417
Epoch   9 Batch  684/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.781, Loss:  0.429
Epoch   9 Batch  685/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.782, Loss:  0.444
Epoch   9 Batch  686/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.780, Loss:  0.408
Epoch   9 Batch  687/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.781, Loss:  0.457
Epoch   9 Batch  688/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.781, Loss:  0.418
Epoch   9 Batch  689/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.788, Loss:  0.413
Epoch   9 Batch  690/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.785, Loss:  0.417
Epoch   9 Batch  691/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.785, Loss:  0.484
Epoch   9 Batch  692/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.788, Loss:  0.416
Epoch   9 Batch  693/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.789, Loss:  0.470
Epoch   9 Batch  694/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.788, Loss:  0.410
Epoch   9 Batch  695/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.787, Loss:  0.412
Epoch   9 Batch  696/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.786, Loss:  0.430
Epoch   9 Batch  697/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.792, Loss:  0.411
Epoch   9 Batch  698/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.786, Loss:  0.410
Epoch   9 Batch  699/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.789, Loss:  0.442
Epoch   9 Batch  700/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.794, Loss:  0.408
Epoch   9 Batch  701/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.785, Loss:  0.436
Epoch   9 Batch  702/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.783, Loss:  0.456
Epoch   9 Batch  703/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.781, Loss:  0.448
Epoch   9 Batch  704/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.780, Loss:  0.447
Epoch   9 Batch  705/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.785, Loss:  0.452
Epoch   9 Batch  706/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.785, Loss:  0.444
Epoch   9 Batch  707/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.789, Loss:  0.444
Epoch   9 Batch  708/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.791, Loss:  0.434
Epoch   9 Batch  709/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.789, Loss:  0.465
Epoch   9 Batch  710/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.790, Loss:  0.417
Epoch   9 Batch  711/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.791, Loss:  0.462
Epoch   9 Batch  712/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.788, Loss:  0.431
Epoch   9 Batch  713/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.791, Loss:  0.398
Epoch   9 Batch  714/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.789, Loss:  0.415
Epoch   9 Batch  715/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.794, Loss:  0.468
Epoch   9 Batch  716/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.795, Loss:  0.395
Epoch   9 Batch  717/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.791, Loss:  0.424
Epoch   9 Batch  718/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.791, Loss:  0.435
Epoch   9 Batch  719/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.788, Loss:  0.418
Epoch   9 Batch  720/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.788, Loss:  0.482
Epoch   9 Batch  721/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.782, Loss:  0.436
Epoch   9 Batch  722/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.782, Loss:  0.403
Epoch   9 Batch  723/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.781, Loss:  0.422
Epoch   9 Batch  724/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.781, Loss:  0.466
Epoch   9 Batch  725/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.781, Loss:  0.380
Epoch   9 Batch  726/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.777, Loss:  0.418
Epoch   9 Batch  727/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.783, Loss:  0.403
Epoch   9 Batch  728/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.782, Loss:  0.415
Epoch   9 Batch  729/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.783, Loss:  0.447
Epoch   9 Batch  730/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.780, Loss:  0.446
Epoch   9 Batch  731/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.779, Loss:  0.434
Epoch   9 Batch  732/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.776, Loss:  0.461
Epoch   9 Batch  733/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.782, Loss:  0.461
Epoch   9 Batch  734/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.782, Loss:  0.461
Epoch   9 Batch  735/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.786, Loss:  0.422
Epoch   9 Batch  736/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.786, Loss:  0.420
Epoch   9 Batch  737/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.790, Loss:  0.464
Epoch   9 Batch  738/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.784, Loss:  0.363
Epoch   9 Batch  739/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.784, Loss:  0.402
Epoch   9 Batch  740/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.792, Loss:  0.414
Epoch   9 Batch  741/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.793, Loss:  0.441
Epoch   9 Batch  742/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.791, Loss:  0.433
Epoch   9 Batch  743/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.790, Loss:  0.445
Epoch   9 Batch  744/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.792, Loss:  0.403
Epoch   9 Batch  745/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.794, Loss:  0.432
Epoch   9 Batch  746/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.793, Loss:  0.412
Epoch   9 Batch  747/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.795, Loss:  0.400
Epoch   9 Batch  748/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.797, Loss:  0.414
Epoch   9 Batch  749/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.791, Loss:  0.444
Epoch   9 Batch  750/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.791, Loss:  0.430
Epoch   9 Batch  751/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.786, Loss:  0.420
Epoch   9 Batch  752/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.785, Loss:  0.385
Epoch   9 Batch  753/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.791, Loss:  0.410
Epoch   9 Batch  754/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.787, Loss:  0.440
Epoch   9 Batch  755/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.789, Loss:  0.426
Epoch   9 Batch  756/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.794, Loss:  0.399
Epoch   9 Batch  757/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.784, Loss:  0.434
Epoch   9 Batch  758/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.782, Loss:  0.398
Epoch   9 Batch  759/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.788, Loss:  0.386
Epoch   9 Batch  760/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.789, Loss:  0.426
Epoch   9 Batch  761/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.793, Loss:  0.453
Epoch   9 Batch  762/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.797, Loss:  0.399
Epoch   9 Batch  763/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.800, Loss:  0.398
Epoch   9 Batch  764/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.803, Loss:  0.430
Epoch   9 Batch  765/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.798, Loss:  0.408
Epoch   9 Batch  766/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.802, Loss:  0.449
Epoch   9 Batch  767/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.809, Loss:  0.408
Epoch   9 Batch  768/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.808, Loss:  0.420
Epoch   9 Batch  769/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.798, Loss:  0.439
Epoch   9 Batch  770/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.800, Loss:  0.391
Epoch   9 Batch  771/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.798, Loss:  0.433
Epoch   9 Batch  772/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.794, Loss:  0.396
Epoch   9 Batch  773/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.792, Loss:  0.413
Epoch   9 Batch  774/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.435
Epoch   9 Batch  775/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.795, Loss:  0.420
Epoch   9 Batch  776/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.796, Loss:  0.421
Epoch   9 Batch  777/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.794, Loss:  0.430
Epoch   9 Batch  778/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.799, Loss:  0.400
Epoch   9 Batch  779/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.794, Loss:  0.428
Epoch   9 Batch  780/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.795, Loss:  0.443
Epoch   9 Batch  781/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.781, Loss:  0.401
Epoch   9 Batch  782/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.782, Loss:  0.417
Epoch   9 Batch  783/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.787, Loss:  0.418
Epoch   9 Batch  784/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.788, Loss:  0.406
Epoch   9 Batch  785/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.789, Loss:  0.402
Epoch   9 Batch  786/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.796, Loss:  0.434
Epoch   9 Batch  787/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.795, Loss:  0.390
Epoch   9 Batch  788/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.799, Loss:  0.413
Epoch   9 Batch  789/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.800, Loss:  0.441
Epoch   9 Batch  790/1077 - Train Accuracy:  0.749, Validation Accuracy:  0.799, Loss:  0.466
Epoch   9 Batch  791/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.801, Loss:  0.428
Epoch   9 Batch  792/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.798, Loss:  0.417
Epoch   9 Batch  793/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.798, Loss:  0.439
Epoch   9 Batch  794/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.794, Loss:  0.428
Epoch   9 Batch  795/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.794, Loss:  0.469
Epoch   9 Batch  796/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.441
Epoch   9 Batch  797/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.803, Loss:  0.431
Epoch   9 Batch  798/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.799, Loss:  0.426
Epoch   9 Batch  799/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.796, Loss:  0.479
Epoch   9 Batch  800/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.793, Loss:  0.420
Epoch   9 Batch  801/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.793, Loss:  0.442
Epoch   9 Batch  802/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.799, Loss:  0.428
Epoch   9 Batch  803/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.794, Loss:  0.434
Epoch   9 Batch  804/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.792, Loss:  0.428
Epoch   9 Batch  805/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.791, Loss:  0.430
Epoch   9 Batch  806/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.790, Loss:  0.424
Epoch   9 Batch  807/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.788, Loss:  0.394
Epoch   9 Batch  808/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.785, Loss:  0.442
Epoch   9 Batch  809/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.787, Loss:  0.459
Epoch   9 Batch  810/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.785, Loss:  0.397
Epoch   9 Batch  811/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.785, Loss:  0.384
Epoch   9 Batch  812/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.785, Loss:  0.449
Epoch   9 Batch  813/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.782, Loss:  0.433
Epoch   9 Batch  814/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.787, Loss:  0.442
Epoch   9 Batch  815/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.789, Loss:  0.431
Epoch   9 Batch  816/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.792, Loss:  0.429
Epoch   9 Batch  817/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.792, Loss:  0.440
Epoch   9 Batch  818/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.795, Loss:  0.432
Epoch   9 Batch  819/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.794, Loss:  0.413
Epoch   9 Batch  820/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.793, Loss:  0.446
Epoch   9 Batch  821/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.795, Loss:  0.428
Epoch   9 Batch  822/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.793, Loss:  0.433
Epoch   9 Batch  823/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.793, Loss:  0.429
Epoch   9 Batch  824/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.792, Loss:  0.413
Epoch   9 Batch  825/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.792, Loss:  0.411
Epoch   9 Batch  826/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.796, Loss:  0.400
Epoch   9 Batch  827/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.795, Loss:  0.450
Epoch   9 Batch  828/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.793, Loss:  0.430
Epoch   9 Batch  829/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.789, Loss:  0.445
Epoch   9 Batch  830/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.789, Loss:  0.429
Epoch   9 Batch  831/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.784, Loss:  0.428
Epoch   9 Batch  832/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.785, Loss:  0.422
Epoch   9 Batch  833/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.782, Loss:  0.438
Epoch   9 Batch  834/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.778, Loss:  0.409
Epoch   9 Batch  835/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.788, Loss:  0.429
Epoch   9 Batch  836/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.793, Loss:  0.450
Epoch   9 Batch  837/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.793, Loss:  0.454
Epoch   9 Batch  838/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.793, Loss:  0.406
Epoch   9 Batch  839/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.798, Loss:  0.419
Epoch   9 Batch  840/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.798, Loss:  0.398
Epoch   9 Batch  841/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.796, Loss:  0.424
Epoch   9 Batch  842/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.798, Loss:  0.414
Epoch   9 Batch  843/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.797, Loss:  0.424
Epoch   9 Batch  844/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.797, Loss:  0.406
Epoch   9 Batch  845/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.799, Loss:  0.410
Epoch   9 Batch  846/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.792, Loss:  0.433
Epoch   9 Batch  847/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.788, Loss:  0.447
Epoch   9 Batch  848/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.793, Loss:  0.433
Epoch   9 Batch  849/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.790, Loss:  0.401
Epoch   9 Batch  850/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.790, Loss:  0.455
Epoch   9 Batch  851/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.785, Loss:  0.404
Epoch   9 Batch  852/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.784, Loss:  0.444
Epoch   9 Batch  853/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.787, Loss:  0.403
Epoch   9 Batch  854/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.782, Loss:  0.449
Epoch   9 Batch  855/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.785, Loss:  0.430
Epoch   9 Batch  856/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.787, Loss:  0.441
Epoch   9 Batch  857/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.783, Loss:  0.403
Epoch   9 Batch  858/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.787, Loss:  0.406
Epoch   9 Batch  859/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.788, Loss:  0.436
Epoch   9 Batch  860/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.787, Loss:  0.425
Epoch   9 Batch  861/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.787, Loss:  0.404
Epoch   9 Batch  862/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.781, Loss:  0.427
Epoch   9 Batch  863/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.783, Loss:  0.405
Epoch   9 Batch  864/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.779, Loss:  0.407
Epoch   9 Batch  865/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.783, Loss:  0.389
Epoch   9 Batch  866/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.784, Loss:  0.409
Epoch   9 Batch  867/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.781, Loss:  0.499
Epoch   9 Batch  868/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.788, Loss:  0.436
Epoch   9 Batch  869/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.785, Loss:  0.433
Epoch   9 Batch  870/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.783, Loss:  0.469
Epoch   9 Batch  871/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.775, Loss:  0.417
Epoch   9 Batch  872/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.771, Loss:  0.410
Epoch   9 Batch  873/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.781, Loss:  0.434
Epoch   9 Batch  874/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.783, Loss:  0.428
Epoch   9 Batch  875/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.782, Loss:  0.408
Epoch   9 Batch  876/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.784, Loss:  0.437
Epoch   9 Batch  877/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.795, Loss:  0.395
Epoch   9 Batch  878/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.797, Loss:  0.424
Epoch   9 Batch  879/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.802, Loss:  0.388
Epoch   9 Batch  880/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.799, Loss:  0.406
Epoch   9 Batch  881/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.796, Loss:  0.443
Epoch   9 Batch  882/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.801, Loss:  0.439
Epoch   9 Batch  883/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.795, Loss:  0.503
Epoch   9 Batch  884/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.794, Loss:  0.400
Epoch   9 Batch  885/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.793, Loss:  0.367
Epoch   9 Batch  886/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.792, Loss:  0.429
Epoch   9 Batch  887/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.797, Loss:  0.451
Epoch   9 Batch  888/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.795, Loss:  0.424
Epoch   9 Batch  889/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.798, Loss:  0.419
Epoch   9 Batch  890/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.794, Loss:  0.400
Epoch   9 Batch  891/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.795, Loss:  0.433
Epoch   9 Batch  892/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.795, Loss:  0.389
Epoch   9 Batch  893/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.795, Loss:  0.421
Epoch   9 Batch  894/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.798, Loss:  0.395
Epoch   9 Batch  895/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.794, Loss:  0.431
Epoch   9 Batch  896/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.781, Loss:  0.461
Epoch   9 Batch  897/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.785, Loss:  0.388
Epoch   9 Batch  898/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.796, Loss:  0.406
Epoch   9 Batch  899/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.794, Loss:  0.422
Epoch   9 Batch  900/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.791, Loss:  0.446
Epoch   9 Batch  901/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.794, Loss:  0.429
Epoch   9 Batch  902/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.796, Loss:  0.412
Epoch   9 Batch  903/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.796, Loss:  0.419
Epoch   9 Batch  904/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.790, Loss:  0.416
Epoch   9 Batch  905/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.788, Loss:  0.402
Epoch   9 Batch  906/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.795, Loss:  0.419
Epoch   9 Batch  907/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.794, Loss:  0.397
Epoch   9 Batch  908/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.795, Loss:  0.438
Epoch   9 Batch  909/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.790, Loss:  0.425
Epoch   9 Batch  910/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.794, Loss:  0.412
Epoch   9 Batch  911/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.793, Loss:  0.370
Epoch   9 Batch  912/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.784, Loss:  0.422
Epoch   9 Batch  913/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.794, Loss:  0.452
Epoch   9 Batch  914/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.787, Loss:  0.385
Epoch   9 Batch  915/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.789, Loss:  0.465
Epoch   9 Batch  916/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.790, Loss:  0.447
Epoch   9 Batch  917/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.789, Loss:  0.422
Epoch   9 Batch  918/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.797, Loss:  0.396
Epoch   9 Batch  919/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.794, Loss:  0.412
Epoch   9 Batch  920/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.798, Loss:  0.446
Epoch   9 Batch  921/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.793, Loss:  0.435
Epoch   9 Batch  922/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.798, Loss:  0.426
Epoch   9 Batch  923/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.796, Loss:  0.427
Epoch   9 Batch  924/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.463
Epoch   9 Batch  925/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.800, Loss:  0.417
Epoch   9 Batch  926/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.801, Loss:  0.433
Epoch   9 Batch  927/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.804, Loss:  0.435
Epoch   9 Batch  928/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.805, Loss:  0.429
Epoch   9 Batch  929/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.800, Loss:  0.453
Epoch   9 Batch  930/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.806, Loss:  0.409
Epoch   9 Batch  931/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.807, Loss:  0.406
Epoch   9 Batch  932/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.804, Loss:  0.420
Epoch   9 Batch  933/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.800, Loss:  0.438
Epoch   9 Batch  934/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.796, Loss:  0.445
Epoch   9 Batch  935/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.799, Loss:  0.440
Epoch   9 Batch  936/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.800, Loss:  0.420
Epoch   9 Batch  937/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.800, Loss:  0.463
Epoch   9 Batch  938/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.800, Loss:  0.446
Epoch   9 Batch  939/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.799, Loss:  0.424
Epoch   9 Batch  940/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.799, Loss:  0.422
Epoch   9 Batch  941/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.803, Loss:  0.403
Epoch   9 Batch  942/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.804, Loss:  0.427
Epoch   9 Batch  943/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.804, Loss:  0.434
Epoch   9 Batch  944/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.804, Loss:  0.419
Epoch   9 Batch  945/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.799, Loss:  0.403
Epoch   9 Batch  946/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.792, Loss:  0.436
Epoch   9 Batch  947/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.793, Loss:  0.466
Epoch   9 Batch  948/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.793, Loss:  0.420
Epoch   9 Batch  949/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.786, Loss:  0.379
Epoch   9 Batch  950/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.783, Loss:  0.386
Epoch   9 Batch  951/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.779, Loss:  0.427
Epoch   9 Batch  952/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.777, Loss:  0.411
Epoch   9 Batch  953/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.775, Loss:  0.405
Epoch   9 Batch  954/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.780, Loss:  0.429
Epoch   9 Batch  955/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.781, Loss:  0.429
Epoch   9 Batch  956/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.779, Loss:  0.420
Epoch   9 Batch  957/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.779, Loss:  0.409
Epoch   9 Batch  958/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.784, Loss:  0.405
Epoch   9 Batch  959/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.780, Loss:  0.405
Epoch   9 Batch  960/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.783, Loss:  0.409
Epoch   9 Batch  961/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.788, Loss:  0.445
Epoch   9 Batch  962/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.788, Loss:  0.425
Epoch   9 Batch  963/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.786, Loss:  0.469
Epoch   9 Batch  964/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.789, Loss:  0.394
Epoch   9 Batch  965/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.792, Loss:  0.435
Epoch   9 Batch  966/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.790, Loss:  0.375
Epoch   9 Batch  967/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.790, Loss:  0.396
Epoch   9 Batch  968/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.790, Loss:  0.444
Epoch   9 Batch  969/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.795, Loss:  0.437
Epoch   9 Batch  970/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.786, Loss:  0.439
Epoch   9 Batch  971/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.791, Loss:  0.425
Epoch   9 Batch  972/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.790, Loss:  0.416
Epoch   9 Batch  973/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.789, Loss:  0.381
Epoch   9 Batch  974/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.788, Loss:  0.414
Epoch   9 Batch  975/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.784, Loss:  0.394
Epoch   9 Batch  976/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.787, Loss:  0.402
Epoch   9 Batch  977/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.786, Loss:  0.403
Epoch   9 Batch  978/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.783, Loss:  0.431
Epoch   9 Batch  979/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.784, Loss:  0.455
Epoch   9 Batch  980/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.784, Loss:  0.415
Epoch   9 Batch  981/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.783, Loss:  0.446
Epoch   9 Batch  982/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.780, Loss:  0.399
Epoch   9 Batch  983/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.792, Loss:  0.454
Epoch   9 Batch  984/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.795, Loss:  0.461
Epoch   9 Batch  985/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.792, Loss:  0.424
Epoch   9 Batch  986/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.791, Loss:  0.426
Epoch   9 Batch  987/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.795, Loss:  0.425
Epoch   9 Batch  988/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.793, Loss:  0.416
Epoch   9 Batch  989/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.797, Loss:  0.444
Epoch   9 Batch  990/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.797, Loss:  0.451
Epoch   9 Batch  991/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.798, Loss:  0.413
Epoch   9 Batch  992/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.797, Loss:  0.421
Epoch   9 Batch  993/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.797, Loss:  0.382
Epoch   9 Batch  994/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.796, Loss:  0.422
Epoch   9 Batch  995/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.409
Epoch   9 Batch  996/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.797, Loss:  0.426
Epoch   9 Batch  997/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.787, Loss:  0.431
Epoch   9 Batch  998/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.783, Loss:  0.414
Epoch   9 Batch  999/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.785, Loss:  0.433
Epoch   9 Batch 1000/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.783, Loss:  0.385
Epoch   9 Batch 1001/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.779, Loss:  0.387
Epoch   9 Batch 1002/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.789, Loss:  0.422
Epoch   9 Batch 1003/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.788, Loss:  0.407
Epoch   9 Batch 1004/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.783, Loss:  0.405
Epoch   9 Batch 1005/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.776, Loss:  0.437
Epoch   9 Batch 1006/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.777, Loss:  0.413
Epoch   9 Batch 1007/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.773, Loss:  0.401
Epoch   9 Batch 1008/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.771, Loss:  0.449
Epoch   9 Batch 1009/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.764, Loss:  0.388
Epoch   9 Batch 1010/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.762, Loss:  0.434
Epoch   9 Batch 1011/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.772, Loss:  0.422
Epoch   9 Batch 1012/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.774, Loss:  0.403
Epoch   9 Batch 1013/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.775, Loss:  0.400
Epoch   9 Batch 1014/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.777, Loss:  0.451
Epoch   9 Batch 1015/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.785, Loss:  0.466
Epoch   9 Batch 1016/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.792, Loss:  0.430
Epoch   9 Batch 1017/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.793, Loss:  0.446
Epoch   9 Batch 1018/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.784, Loss:  0.409
Epoch   9 Batch 1019/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.776, Loss:  0.459
Epoch   9 Batch 1020/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.789, Loss:  0.387
Epoch   9 Batch 1021/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.793, Loss:  0.406
Epoch   9 Batch 1022/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.792, Loss:  0.396
Epoch   9 Batch 1023/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.794, Loss:  0.397
Epoch   9 Batch 1024/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.798, Loss:  0.438
Epoch   9 Batch 1025/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.791, Loss:  0.441
Epoch   9 Batch 1026/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.790, Loss:  0.401
Epoch   9 Batch 1027/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.796, Loss:  0.456
Epoch   9 Batch 1028/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.799, Loss:  0.426
Epoch   9 Batch 1029/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.793, Loss:  0.410
Epoch   9 Batch 1030/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.794, Loss:  0.434
Epoch   9 Batch 1031/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.796, Loss:  0.452
Epoch   9 Batch 1032/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.790, Loss:  0.418
Epoch   9 Batch 1033/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.785, Loss:  0.404
Epoch   9 Batch 1034/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.786, Loss:  0.444
Epoch   9 Batch 1035/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.798, Loss:  0.389
Epoch   9 Batch 1036/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.781, Loss:  0.431
Epoch   9 Batch 1037/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.788, Loss:  0.451
Epoch   9 Batch 1038/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.790, Loss:  0.425
Epoch   9 Batch 1039/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.786, Loss:  0.406
Epoch   9 Batch 1040/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.787, Loss:  0.446
Epoch   9 Batch 1041/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.783, Loss:  0.447
Epoch   9 Batch 1042/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.786, Loss:  0.432
Epoch   9 Batch 1043/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.783, Loss:  0.448
Epoch   9 Batch 1044/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.786, Loss:  0.416
Epoch   9 Batch 1045/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.784, Loss:  0.431
Epoch   9 Batch 1046/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.785, Loss:  0.387
Epoch   9 Batch 1047/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.786, Loss:  0.403
Epoch   9 Batch 1048/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.787, Loss:  0.419
Epoch   9 Batch 1049/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.789, Loss:  0.447
Epoch   9 Batch 1050/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.792, Loss:  0.423
Epoch   9 Batch 1051/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.790, Loss:  0.402
Epoch   9 Batch 1052/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.795, Loss:  0.422
Epoch   9 Batch 1053/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.798, Loss:  0.405
Epoch   9 Batch 1054/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.797, Loss:  0.417
Epoch   9 Batch 1055/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.798, Loss:  0.411
Epoch   9 Batch 1056/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.794, Loss:  0.410
Epoch   9 Batch 1057/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.794, Loss:  0.438
Epoch   9 Batch 1058/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.794, Loss:  0.467
Epoch   9 Batch 1059/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.792, Loss:  0.461
Epoch   9 Batch 1060/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.795, Loss:  0.402
Epoch   9 Batch 1061/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.789, Loss:  0.439
Epoch   9 Batch 1062/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.785, Loss:  0.425
Epoch   9 Batch 1063/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.786, Loss:  0.409
Epoch   9 Batch 1064/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.789, Loss:  0.433
Epoch   9 Batch 1065/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.794, Loss:  0.403
Epoch   9 Batch 1066/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.791, Loss:  0.398
Epoch   9 Batch 1067/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.795, Loss:  0.418
Epoch   9 Batch 1068/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.796, Loss:  0.406
Epoch   9 Batch 1069/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.797, Loss:  0.375
Epoch   9 Batch 1070/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.797, Loss:  0.431
Epoch   9 Batch 1071/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.793, Loss:  0.393
Epoch   9 Batch 1072/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.794, Loss:  0.407
Epoch   9 Batch 1073/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.794, Loss:  0.424
Epoch   9 Batch 1074/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.793, Loss:  0.445
Epoch   9 Batch 1075/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.792, Loss:  0.467
Epoch  10 Batch    0/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.794, Loss:  0.387
Epoch  10 Batch    1/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.789, Loss:  0.430
Epoch  10 Batch    2/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.790, Loss:  0.438
Epoch  10 Batch    3/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.791, Loss:  0.425
Epoch  10 Batch    4/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.794, Loss:  0.427
Epoch  10 Batch    5/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.793, Loss:  0.454
Epoch  10 Batch    6/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.792, Loss:  0.425
Epoch  10 Batch    7/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.783, Loss:  0.397
Epoch  10 Batch    8/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.786, Loss:  0.409
Epoch  10 Batch    9/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.788, Loss:  0.415
Epoch  10 Batch   10/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.793, Loss:  0.452
Epoch  10 Batch   11/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.782, Loss:  0.428
Epoch  10 Batch   12/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.782, Loss:  0.438
Epoch  10 Batch   13/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.788, Loss:  0.414
Epoch  10 Batch   14/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.788, Loss:  0.405
Epoch  10 Batch   15/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.789, Loss:  0.408
Epoch  10 Batch   16/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.789, Loss:  0.415
Epoch  10 Batch   17/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.778, Loss:  0.402
Epoch  10 Batch   18/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.782, Loss:  0.418
Epoch  10 Batch   19/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.787, Loss:  0.416
Epoch  10 Batch   20/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.788, Loss:  0.415
Epoch  10 Batch   21/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.786, Loss:  0.446
Epoch  10 Batch   22/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.787, Loss:  0.427
Epoch  10 Batch   23/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.783, Loss:  0.409
Epoch  10 Batch   24/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.790, Loss:  0.405
Epoch  10 Batch   25/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.786, Loss:  0.409
Epoch  10 Batch   26/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.787, Loss:  0.450
Epoch  10 Batch   27/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.786, Loss:  0.382
Epoch  10 Batch   28/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.787, Loss:  0.407
Epoch  10 Batch   29/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.789, Loss:  0.400
Epoch  10 Batch   30/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.792, Loss:  0.417
Epoch  10 Batch   31/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.776, Loss:  0.418
Epoch  10 Batch   32/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.779, Loss:  0.385
Epoch  10 Batch   33/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.778, Loss:  0.373
Epoch  10 Batch   34/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.784, Loss:  0.407
Epoch  10 Batch   35/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.781, Loss:  0.419
Epoch  10 Batch   36/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.781, Loss:  0.411
Epoch  10 Batch   37/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.781, Loss:  0.408
Epoch  10 Batch   38/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.783, Loss:  0.464
Epoch  10 Batch   39/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.783, Loss:  0.455
Epoch  10 Batch   40/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.779, Loss:  0.420
Epoch  10 Batch   41/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.780, Loss:  0.427
Epoch  10 Batch   42/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.780, Loss:  0.431
Epoch  10 Batch   43/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.780, Loss:  0.413
Epoch  10 Batch   44/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.778, Loss:  0.427
Epoch  10 Batch   45/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.779, Loss:  0.427
Epoch  10 Batch   46/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.785, Loss:  0.459
Epoch  10 Batch   47/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.789, Loss:  0.419
Epoch  10 Batch   48/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.797, Loss:  0.463
Epoch  10 Batch   49/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.789, Loss:  0.431
Epoch  10 Batch   50/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.791, Loss:  0.423
Epoch  10 Batch   51/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.793, Loss:  0.395
Epoch  10 Batch   52/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.793, Loss:  0.392
Epoch  10 Batch   53/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.793, Loss:  0.438
Epoch  10 Batch   54/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.792, Loss:  0.466
Epoch  10 Batch   55/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.793, Loss:  0.411
Epoch  10 Batch   56/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.794, Loss:  0.408
Epoch  10 Batch   57/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.796, Loss:  0.366
Epoch  10 Batch   58/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.794, Loss:  0.402
Epoch  10 Batch   59/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.784, Loss:  0.428
Epoch  10 Batch   60/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.782, Loss:  0.401
Epoch  10 Batch   61/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.787, Loss:  0.424
Epoch  10 Batch   62/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.781, Loss:  0.439
Epoch  10 Batch   63/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.786, Loss:  0.397
Epoch  10 Batch   64/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.789, Loss:  0.404
Epoch  10 Batch   65/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.790, Loss:  0.425
Epoch  10 Batch   66/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.787, Loss:  0.389
Epoch  10 Batch   67/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.798, Loss:  0.415
Epoch  10 Batch   68/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.806, Loss:  0.441
Epoch  10 Batch   69/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.811, Loss:  0.463
Epoch  10 Batch   70/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.812, Loss:  0.437
Epoch  10 Batch   71/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.812, Loss:  0.409
Epoch  10 Batch   72/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.806, Loss:  0.439
Epoch  10 Batch   73/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.805, Loss:  0.423
Epoch  10 Batch   74/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.809, Loss:  0.394
Epoch  10 Batch   75/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.816, Loss:  0.447
Epoch  10 Batch   76/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.810, Loss:  0.397
Epoch  10 Batch   77/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.811, Loss:  0.432
Epoch  10 Batch   78/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.812, Loss:  0.441
Epoch  10 Batch   79/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.807, Loss:  0.425
Epoch  10 Batch   80/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.804, Loss:  0.419
Epoch  10 Batch   81/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.799, Loss:  0.417
Epoch  10 Batch   82/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.804, Loss:  0.361
Epoch  10 Batch   83/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.800, Loss:  0.417
Epoch  10 Batch   84/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.805, Loss:  0.427
Epoch  10 Batch   85/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.794, Loss:  0.403
Epoch  10 Batch   86/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.794, Loss:  0.408
Epoch  10 Batch   87/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.784, Loss:  0.451
Epoch  10 Batch   88/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.776, Loss:  0.440
Epoch  10 Batch   89/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.774, Loss:  0.437
Epoch  10 Batch   90/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.773, Loss:  0.444
Epoch  10 Batch   91/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.771, Loss:  0.373
Epoch  10 Batch   92/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.771, Loss:  0.433
Epoch  10 Batch   93/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.779, Loss:  0.433
Epoch  10 Batch   94/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.782, Loss:  0.384
Epoch  10 Batch   95/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.791, Loss:  0.427
Epoch  10 Batch   96/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.793, Loss:  0.415
Epoch  10 Batch   97/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.791, Loss:  0.412
Epoch  10 Batch   98/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.789, Loss:  0.412
Epoch  10 Batch   99/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.786, Loss:  0.432
Epoch  10 Batch  100/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.786, Loss:  0.418
Epoch  10 Batch  101/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.791, Loss:  0.431
Epoch  10 Batch  102/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.800, Loss:  0.392
Epoch  10 Batch  103/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.796, Loss:  0.482
Epoch  10 Batch  104/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.795, Loss:  0.434
Epoch  10 Batch  105/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.793, Loss:  0.415
Epoch  10 Batch  106/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.788, Loss:  0.472
Epoch  10 Batch  107/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.797, Loss:  0.408
Epoch  10 Batch  108/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.792, Loss:  0.364
Epoch  10 Batch  109/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.791, Loss:  0.418
Epoch  10 Batch  110/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.794, Loss:  0.386
Epoch  10 Batch  111/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.798, Loss:  0.419
Epoch  10 Batch  112/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.796, Loss:  0.399
Epoch  10 Batch  113/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.793, Loss:  0.425
Epoch  10 Batch  114/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.791, Loss:  0.378
Epoch  10 Batch  115/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.784, Loss:  0.442
Epoch  10 Batch  116/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.776, Loss:  0.445
Epoch  10 Batch  117/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.783, Loss:  0.453
Epoch  10 Batch  118/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.784, Loss:  0.451
Epoch  10 Batch  119/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.786, Loss:  0.413
Epoch  10 Batch  120/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.797, Loss:  0.446
Epoch  10 Batch  121/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.798, Loss:  0.416
Epoch  10 Batch  122/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.798, Loss:  0.402
Epoch  10 Batch  123/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.800, Loss:  0.375
Epoch  10 Batch  124/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.798, Loss:  0.441
Epoch  10 Batch  125/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.797, Loss:  0.426
Epoch  10 Batch  126/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.795, Loss:  0.402
Epoch  10 Batch  127/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.397
Epoch  10 Batch  128/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.799, Loss:  0.386
Epoch  10 Batch  129/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.797, Loss:  0.429
Epoch  10 Batch  130/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.797, Loss:  0.388
Epoch  10 Batch  131/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.796, Loss:  0.414
Epoch  10 Batch  132/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.796, Loss:  0.415
Epoch  10 Batch  133/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.423
Epoch  10 Batch  134/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.801, Loss:  0.384
Epoch  10 Batch  135/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.801, Loss:  0.421
Epoch  10 Batch  136/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.797, Loss:  0.401
Epoch  10 Batch  137/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.800, Loss:  0.379
Epoch  10 Batch  138/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.799, Loss:  0.405
Epoch  10 Batch  139/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.799, Loss:  0.432
Epoch  10 Batch  140/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.798, Loss:  0.431
Epoch  10 Batch  141/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.807, Loss:  0.424
Epoch  10 Batch  142/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.807, Loss:  0.390
Epoch  10 Batch  143/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.798, Loss:  0.429
Epoch  10 Batch  144/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.797, Loss:  0.478
Epoch  10 Batch  145/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.804, Loss:  0.430
Epoch  10 Batch  146/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.803, Loss:  0.428
Epoch  10 Batch  147/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.802, Loss:  0.439
Epoch  10 Batch  148/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.802, Loss:  0.419
Epoch  10 Batch  149/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.801, Loss:  0.425
Epoch  10 Batch  150/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.805, Loss:  0.410
Epoch  10 Batch  151/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.804, Loss:  0.399
Epoch  10 Batch  152/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.804, Loss:  0.438
Epoch  10 Batch  153/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.804, Loss:  0.448
Epoch  10 Batch  154/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.799, Loss:  0.435
Epoch  10 Batch  155/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.800, Loss:  0.420
Epoch  10 Batch  156/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.790, Loss:  0.405
Epoch  10 Batch  157/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.793, Loss:  0.407
Epoch  10 Batch  158/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.793, Loss:  0.416
Epoch  10 Batch  159/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.781, Loss:  0.366
Epoch  10 Batch  160/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.788, Loss:  0.408
Epoch  10 Batch  161/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.792, Loss:  0.410
Epoch  10 Batch  162/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.791, Loss:  0.444
Epoch  10 Batch  163/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.795, Loss:  0.459
Epoch  10 Batch  164/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.784, Loss:  0.426
Epoch  10 Batch  165/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.784, Loss:  0.421
Epoch  10 Batch  166/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.787, Loss:  0.420
Epoch  10 Batch  167/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.793, Loss:  0.422
Epoch  10 Batch  168/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.793, Loss:  0.472
Epoch  10 Batch  169/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.787, Loss:  0.403
Epoch  10 Batch  170/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.785, Loss:  0.430
Epoch  10 Batch  171/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.783, Loss:  0.387
Epoch  10 Batch  172/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.780, Loss:  0.396
Epoch  10 Batch  173/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.782, Loss:  0.439
Epoch  10 Batch  174/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.789, Loss:  0.402
Epoch  10 Batch  175/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.784, Loss:  0.411
Epoch  10 Batch  176/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.793, Loss:  0.411
Epoch  10 Batch  177/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.790, Loss:  0.418
Epoch  10 Batch  178/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.790, Loss:  0.408
Epoch  10 Batch  179/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.795, Loss:  0.436
Epoch  10 Batch  180/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.799, Loss:  0.407
Epoch  10 Batch  181/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.790, Loss:  0.433
Epoch  10 Batch  182/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.792, Loss:  0.432
Epoch  10 Batch  183/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.796, Loss:  0.438
Epoch  10 Batch  184/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.795, Loss:  0.406
Epoch  10 Batch  185/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.791, Loss:  0.433
Epoch  10 Batch  186/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.786, Loss:  0.411
Epoch  10 Batch  187/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.795, Loss:  0.404
Epoch  10 Batch  188/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.796, Loss:  0.418
Epoch  10 Batch  189/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.793, Loss:  0.440
Epoch  10 Batch  190/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.791, Loss:  0.421
Epoch  10 Batch  191/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.801, Loss:  0.376
Epoch  10 Batch  192/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.802, Loss:  0.445
Epoch  10 Batch  193/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.803, Loss:  0.406
Epoch  10 Batch  194/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.805, Loss:  0.384
Epoch  10 Batch  195/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.798, Loss:  0.416
Epoch  10 Batch  196/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.417
Epoch  10 Batch  197/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.795, Loss:  0.407
Epoch  10 Batch  198/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.798, Loss:  0.380
Epoch  10 Batch  199/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.798, Loss:  0.381
Epoch  10 Batch  200/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.797, Loss:  0.411
Epoch  10 Batch  201/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.797, Loss:  0.361
Epoch  10 Batch  202/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.796, Loss:  0.429
Epoch  10 Batch  203/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.792, Loss:  0.412
Epoch  10 Batch  204/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.789, Loss:  0.442
Epoch  10 Batch  205/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.783, Loss:  0.412
Epoch  10 Batch  206/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.787, Loss:  0.401
Epoch  10 Batch  207/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.784, Loss:  0.397
Epoch  10 Batch  208/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.777, Loss:  0.393
Epoch  10 Batch  209/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.777, Loss:  0.376
Epoch  10 Batch  210/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.789, Loss:  0.420
Epoch  10 Batch  211/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.792, Loss:  0.404
Epoch  10 Batch  212/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.790, Loss:  0.383
Epoch  10 Batch  213/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.785, Loss:  0.391
Epoch  10 Batch  214/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.790, Loss:  0.404
Epoch  10 Batch  215/1077 - Train Accuracy:  0.758, Validation Accuracy:  0.790, Loss:  0.440
Epoch  10 Batch  216/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.787, Loss:  0.434
Epoch  10 Batch  217/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.781, Loss:  0.392
Epoch  10 Batch  218/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.777, Loss:  0.448
Epoch  10 Batch  219/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.782, Loss:  0.416
Epoch  10 Batch  220/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.784, Loss:  0.404
Epoch  10 Batch  221/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.782, Loss:  0.426
Epoch  10 Batch  222/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.783, Loss:  0.427
Epoch  10 Batch  223/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.784, Loss:  0.380
Epoch  10 Batch  224/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.788, Loss:  0.414
Epoch  10 Batch  225/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.791, Loss:  0.414
Epoch  10 Batch  226/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.785, Loss:  0.389
Epoch  10 Batch  227/1077 - Train Accuracy:  0.755, Validation Accuracy:  0.783, Loss:  0.449
Epoch  10 Batch  228/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.797, Loss:  0.394
Epoch  10 Batch  229/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.788, Loss:  0.415
Epoch  10 Batch  230/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.788, Loss:  0.384
Epoch  10 Batch  231/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.799, Loss:  0.422
Epoch  10 Batch  232/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.801, Loss:  0.433
Epoch  10 Batch  233/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.808, Loss:  0.433
Epoch  10 Batch  234/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.806, Loss:  0.414
Epoch  10 Batch  235/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.810, Loss:  0.381
Epoch  10 Batch  236/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.803, Loss:  0.422
Epoch  10 Batch  237/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.808, Loss:  0.374
Epoch  10 Batch  238/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.814, Loss:  0.396
Epoch  10 Batch  239/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.806, Loss:  0.385
Epoch  10 Batch  240/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.804, Loss:  0.388
Epoch  10 Batch  241/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.794, Loss:  0.376
Epoch  10 Batch  242/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.794, Loss:  0.415
Epoch  10 Batch  243/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.789, Loss:  0.420
Epoch  10 Batch  244/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.782, Loss:  0.417
Epoch  10 Batch  245/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.786, Loss:  0.372
Epoch  10 Batch  246/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.790, Loss:  0.428
Epoch  10 Batch  247/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.790, Loss:  0.394
Epoch  10 Batch  248/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.794, Loss:  0.399
Epoch  10 Batch  249/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.799, Loss:  0.418
Epoch  10 Batch  250/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.797, Loss:  0.405
Epoch  10 Batch  251/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.798, Loss:  0.407
Epoch  10 Batch  252/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.795, Loss:  0.408
Epoch  10 Batch  253/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.795, Loss:  0.414
Epoch  10 Batch  254/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.796, Loss:  0.414
Epoch  10 Batch  255/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.797, Loss:  0.417
Epoch  10 Batch  256/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.788, Loss:  0.437
Epoch  10 Batch  257/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.798, Loss:  0.399
Epoch  10 Batch  258/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.800, Loss:  0.408
Epoch  10 Batch  259/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.807, Loss:  0.407
Epoch  10 Batch  260/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.804, Loss:  0.383
Epoch  10 Batch  261/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.397
Epoch  10 Batch  262/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.799, Loss:  0.398
Epoch  10 Batch  263/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.802, Loss:  0.401
Epoch  10 Batch  264/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.803, Loss:  0.423
Epoch  10 Batch  265/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.802, Loss:  0.422
Epoch  10 Batch  266/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.803, Loss:  0.422
Epoch  10 Batch  267/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.804, Loss:  0.386
Epoch  10 Batch  268/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.802, Loss:  0.420
Epoch  10 Batch  269/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.790, Loss:  0.436
Epoch  10 Batch  270/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.791, Loss:  0.462
Epoch  10 Batch  271/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.786, Loss:  0.397
Epoch  10 Batch  272/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.781, Loss:  0.448
Epoch  10 Batch  273/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.778, Loss:  0.395
Epoch  10 Batch  274/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.782, Loss:  0.411
Epoch  10 Batch  275/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.783, Loss:  0.418
Epoch  10 Batch  276/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.783, Loss:  0.461
Epoch  10 Batch  277/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.787, Loss:  0.373
Epoch  10 Batch  278/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.785, Loss:  0.463
Epoch  10 Batch  279/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.784, Loss:  0.453
Epoch  10 Batch  280/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.784, Loss:  0.445
Epoch  10 Batch  281/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.788, Loss:  0.409
Epoch  10 Batch  282/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.792, Loss:  0.460
Epoch  10 Batch  283/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.792, Loss:  0.414
Epoch  10 Batch  284/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.793, Loss:  0.442
Epoch  10 Batch  285/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.792, Loss:  0.405
Epoch  10 Batch  286/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.787, Loss:  0.381
Epoch  10 Batch  287/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.790, Loss:  0.414
Epoch  10 Batch  288/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.790, Loss:  0.431
Epoch  10 Batch  289/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.789, Loss:  0.406
Epoch  10 Batch  290/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.789, Loss:  0.427
Epoch  10 Batch  291/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.788, Loss:  0.430
Epoch  10 Batch  292/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.787, Loss:  0.402
Epoch  10 Batch  293/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.784, Loss:  0.436
Epoch  10 Batch  294/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.784, Loss:  0.387
Epoch  10 Batch  295/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.784, Loss:  0.469
Epoch  10 Batch  296/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.784, Loss:  0.408
Epoch  10 Batch  297/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.785, Loss:  0.450
Epoch  10 Batch  298/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.784, Loss:  0.450
Epoch  10 Batch  299/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.788, Loss:  0.375
Epoch  10 Batch  300/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.792, Loss:  0.399
Epoch  10 Batch  301/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.793, Loss:  0.389
Epoch  10 Batch  302/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.793, Loss:  0.426
Epoch  10 Batch  303/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.793, Loss:  0.418
Epoch  10 Batch  304/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.792, Loss:  0.390
Epoch  10 Batch  305/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.794, Loss:  0.426
Epoch  10 Batch  306/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.799, Loss:  0.388
Epoch  10 Batch  307/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.795, Loss:  0.408
Epoch  10 Batch  308/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.791, Loss:  0.452
Epoch  10 Batch  309/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.803, Loss:  0.388
Epoch  10 Batch  310/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.794, Loss:  0.432
Epoch  10 Batch  311/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.794, Loss:  0.390
Epoch  10 Batch  312/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.796, Loss:  0.448
Epoch  10 Batch  313/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.802, Loss:  0.392
Epoch  10 Batch  314/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.801, Loss:  0.407
Epoch  10 Batch  315/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.793, Loss:  0.380
Epoch  10 Batch  316/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.794, Loss:  0.394
Epoch  10 Batch  317/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.792, Loss:  0.444
Epoch  10 Batch  318/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.796, Loss:  0.420
Epoch  10 Batch  319/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.796, Loss:  0.423
Epoch  10 Batch  320/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.799, Loss:  0.424
Epoch  10 Batch  321/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.797, Loss:  0.407
Epoch  10 Batch  322/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.794, Loss:  0.393
Epoch  10 Batch  323/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.787, Loss:  0.402
Epoch  10 Batch  324/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.784, Loss:  0.404
Epoch  10 Batch  325/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.785, Loss:  0.381
Epoch  10 Batch  326/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.782, Loss:  0.391
Epoch  10 Batch  327/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.783, Loss:  0.439
Epoch  10 Batch  328/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.782, Loss:  0.433
Epoch  10 Batch  329/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.785, Loss:  0.427
Epoch  10 Batch  330/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.788, Loss:  0.405
Epoch  10 Batch  331/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.792, Loss:  0.422
Epoch  10 Batch  332/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.794, Loss:  0.356
Epoch  10 Batch  333/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.798, Loss:  0.409
Epoch  10 Batch  334/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.793, Loss:  0.406
Epoch  10 Batch  335/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.793, Loss:  0.404
Epoch  10 Batch  336/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.793, Loss:  0.450
Epoch  10 Batch  337/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.797, Loss:  0.435
Epoch  10 Batch  338/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.792, Loss:  0.456
Epoch  10 Batch  339/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.793, Loss:  0.393
Epoch  10 Batch  340/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.793, Loss:  0.419
Epoch  10 Batch  341/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.467
Epoch  10 Batch  342/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.806, Loss:  0.397
Epoch  10 Batch  343/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.807, Loss:  0.414
Epoch  10 Batch  344/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.802, Loss:  0.406
Epoch  10 Batch  345/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.386
Epoch  10 Batch  346/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.805, Loss:  0.438
Epoch  10 Batch  347/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.801, Loss:  0.381
Epoch  10 Batch  348/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.797, Loss:  0.377
Epoch  10 Batch  349/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.798, Loss:  0.395
Epoch  10 Batch  350/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.803, Loss:  0.408
Epoch  10 Batch  351/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.804, Loss:  0.438
Epoch  10 Batch  352/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.803, Loss:  0.448
Epoch  10 Batch  353/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.804, Loss:  0.451
Epoch  10 Batch  354/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.806, Loss:  0.418
Epoch  10 Batch  355/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.806, Loss:  0.428
Epoch  10 Batch  356/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.804, Loss:  0.388
Epoch  10 Batch  357/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.800, Loss:  0.401
Epoch  10 Batch  358/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.796, Loss:  0.452
Epoch  10 Batch  359/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.787, Loss:  0.416
Epoch  10 Batch  360/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.791, Loss:  0.428
Epoch  10 Batch  361/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.793, Loss:  0.444
Epoch  10 Batch  362/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.795, Loss:  0.419
Epoch  10 Batch  363/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.795, Loss:  0.418
Epoch  10 Batch  364/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.793, Loss:  0.439
Epoch  10 Batch  365/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.790, Loss:  0.406
Epoch  10 Batch  366/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.789, Loss:  0.412
Epoch  10 Batch  367/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.792, Loss:  0.366
Epoch  10 Batch  368/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.791, Loss:  0.420
Epoch  10 Batch  369/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.789, Loss:  0.379
Epoch  10 Batch  370/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.791, Loss:  0.404
Epoch  10 Batch  371/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.795, Loss:  0.417
Epoch  10 Batch  372/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.793, Loss:  0.383
Epoch  10 Batch  373/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.802, Loss:  0.396
Epoch  10 Batch  374/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.795, Loss:  0.443
Epoch  10 Batch  375/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.795, Loss:  0.396
Epoch  10 Batch  376/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.797, Loss:  0.399
Epoch  10 Batch  377/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.801, Loss:  0.426
Epoch  10 Batch  378/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.799, Loss:  0.381
Epoch  10 Batch  379/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.794, Loss:  0.434
Epoch  10 Batch  380/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.798, Loss:  0.398
Epoch  10 Batch  381/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.799, Loss:  0.425
Epoch  10 Batch  382/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.796, Loss:  0.425
Epoch  10 Batch  383/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.797, Loss:  0.419
Epoch  10 Batch  384/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.797, Loss:  0.419
Epoch  10 Batch  385/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.410
Epoch  10 Batch  386/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.802, Loss:  0.418
Epoch  10 Batch  387/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.800, Loss:  0.383
Epoch  10 Batch  388/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.797, Loss:  0.412
Epoch  10 Batch  389/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.801, Loss:  0.409
Epoch  10 Batch  390/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.800, Loss:  0.446
Epoch  10 Batch  391/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.802, Loss:  0.398
Epoch  10 Batch  392/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.797, Loss:  0.368
Epoch  10 Batch  393/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.794, Loss:  0.393
Epoch  10 Batch  394/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.799, Loss:  0.416
Epoch  10 Batch  395/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.802, Loss:  0.390
Epoch  10 Batch  396/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.797, Loss:  0.425
Epoch  10 Batch  397/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.800, Loss:  0.407
Epoch  10 Batch  398/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.797, Loss:  0.430
Epoch  10 Batch  399/1077 - Train Accuracy:  0.748, Validation Accuracy:  0.799, Loss:  0.450
Epoch  10 Batch  400/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.800, Loss:  0.434
Epoch  10 Batch  401/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.807, Loss:  0.409
Epoch  10 Batch  402/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.799, Loss:  0.392
Epoch  10 Batch  403/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.795, Loss:  0.417
Epoch  10 Batch  404/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.797, Loss:  0.388
Epoch  10 Batch  405/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.793, Loss:  0.442
Epoch  10 Batch  406/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.794, Loss:  0.375
Epoch  10 Batch  407/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.794, Loss:  0.428
Epoch  10 Batch  408/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.796, Loss:  0.421
Epoch  10 Batch  409/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.796, Loss:  0.446
Epoch  10 Batch  410/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.801, Loss:  0.447
Epoch  10 Batch  411/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.800, Loss:  0.397
Epoch  10 Batch  412/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.798, Loss:  0.384
Epoch  10 Batch  413/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.799, Loss:  0.413
Epoch  10 Batch  414/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.803, Loss:  0.433
Epoch  10 Batch  415/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.802, Loss:  0.424
Epoch  10 Batch  416/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.796, Loss:  0.406
Epoch  10 Batch  417/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.798, Loss:  0.433
Epoch  10 Batch  418/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.795, Loss:  0.394
Epoch  10 Batch  419/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.794, Loss:  0.411
Epoch  10 Batch  420/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.794, Loss:  0.378
Epoch  10 Batch  421/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.792, Loss:  0.422
Epoch  10 Batch  422/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.791, Loss:  0.397
Epoch  10 Batch  423/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.794, Loss:  0.417
Epoch  10 Batch  424/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.799, Loss:  0.419
Epoch  10 Batch  425/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.802, Loss:  0.394
Epoch  10 Batch  426/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.799, Loss:  0.445
Epoch  10 Batch  427/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.802, Loss:  0.411
Epoch  10 Batch  428/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.799, Loss:  0.374
Epoch  10 Batch  429/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.803, Loss:  0.412
Epoch  10 Batch  430/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.796, Loss:  0.410
Epoch  10 Batch  431/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.793, Loss:  0.393
Epoch  10 Batch  432/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.793, Loss:  0.412
Epoch  10 Batch  433/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.792, Loss:  0.415
Epoch  10 Batch  434/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.787, Loss:  0.425
Epoch  10 Batch  435/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.787, Loss:  0.440
Epoch  10 Batch  436/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.784, Loss:  0.402
Epoch  10 Batch  437/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.783, Loss:  0.412
Epoch  10 Batch  438/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.779, Loss:  0.394
Epoch  10 Batch  439/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.783, Loss:  0.439
Epoch  10 Batch  440/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.781, Loss:  0.429
Epoch  10 Batch  441/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.780, Loss:  0.399
Epoch  10 Batch  442/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.779, Loss:  0.404
Epoch  10 Batch  443/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.781, Loss:  0.395
Epoch  10 Batch  444/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.785, Loss:  0.401
Epoch  10 Batch  445/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.794, Loss:  0.437
Epoch  10 Batch  446/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.795, Loss:  0.371
Epoch  10 Batch  447/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.805, Loss:  0.423
Epoch  10 Batch  448/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.435
Epoch  10 Batch  449/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.803, Loss:  0.437
Epoch  10 Batch  450/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.806, Loss:  0.433
Epoch  10 Batch  451/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.801, Loss:  0.396
Epoch  10 Batch  452/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.804, Loss:  0.419
Epoch  10 Batch  453/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.810, Loss:  0.386
Epoch  10 Batch  454/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.810, Loss:  0.425
Epoch  10 Batch  455/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.793, Loss:  0.415
Epoch  10 Batch  456/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.800, Loss:  0.414
Epoch  10 Batch  457/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.804, Loss:  0.385
Epoch  10 Batch  458/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.806, Loss:  0.425
Epoch  10 Batch  459/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.808, Loss:  0.377
Epoch  10 Batch  460/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.809, Loss:  0.434
Epoch  10 Batch  461/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.806, Loss:  0.401
Epoch  10 Batch  462/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.807, Loss:  0.401
Epoch  10 Batch  463/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.801, Loss:  0.405
Epoch  10 Batch  464/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.804, Loss:  0.402
Epoch  10 Batch  465/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.797, Loss:  0.443
Epoch  10 Batch  466/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.803, Loss:  0.380
Epoch  10 Batch  467/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.796, Loss:  0.374
Epoch  10 Batch  468/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.805, Loss:  0.437
Epoch  10 Batch  469/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.805, Loss:  0.422
Epoch  10 Batch  470/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.804, Loss:  0.433
Epoch  10 Batch  471/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.411
Epoch  10 Batch  472/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.812, Loss:  0.391
Epoch  10 Batch  473/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.815, Loss:  0.414
Epoch  10 Batch  474/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.813, Loss:  0.420
Epoch  10 Batch  475/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.809, Loss:  0.385
Epoch  10 Batch  476/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.808, Loss:  0.404
Epoch  10 Batch  477/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.802, Loss:  0.391
Epoch  10 Batch  478/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.801, Loss:  0.443
Epoch  10 Batch  479/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.800, Loss:  0.431
Epoch  10 Batch  480/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.800, Loss:  0.433
Epoch  10 Batch  481/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.799, Loss:  0.390
Epoch  10 Batch  482/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.800, Loss:  0.435
Epoch  10 Batch  483/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.802, Loss:  0.425
Epoch  10 Batch  484/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.798, Loss:  0.404
Epoch  10 Batch  485/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.801, Loss:  0.430
Epoch  10 Batch  486/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.798, Loss:  0.389
Epoch  10 Batch  487/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.808, Loss:  0.406
Epoch  10 Batch  488/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.804, Loss:  0.400
Epoch  10 Batch  489/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.804, Loss:  0.403
Epoch  10 Batch  490/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.795, Loss:  0.412
Epoch  10 Batch  491/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.795, Loss:  0.411
Epoch  10 Batch  492/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.789, Loss:  0.445
Epoch  10 Batch  493/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.799, Loss:  0.381
Epoch  10 Batch  494/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.799, Loss:  0.388
Epoch  10 Batch  495/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.794, Loss:  0.410
Epoch  10 Batch  496/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.797, Loss:  0.419
Epoch  10 Batch  497/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.798, Loss:  0.439
Epoch  10 Batch  498/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.796, Loss:  0.405
Epoch  10 Batch  499/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.794, Loss:  0.381
Epoch  10 Batch  500/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.794, Loss:  0.394
Epoch  10 Batch  501/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.793, Loss:  0.413
Epoch  10 Batch  502/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.798, Loss:  0.400
Epoch  10 Batch  503/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.794, Loss:  0.392
Epoch  10 Batch  504/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.788, Loss:  0.410
Epoch  10 Batch  505/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.793, Loss:  0.350
Epoch  10 Batch  506/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.792, Loss:  0.417
Epoch  10 Batch  507/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.788, Loss:  0.394
Epoch  10 Batch  508/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.790, Loss:  0.379
Epoch  10 Batch  509/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.791, Loss:  0.443
Epoch  10 Batch  510/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.793, Loss:  0.375
Epoch  10 Batch  511/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.794, Loss:  0.413
Epoch  10 Batch  512/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.790, Loss:  0.396
Epoch  10 Batch  513/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.788, Loss:  0.407
Epoch  10 Batch  514/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.788, Loss:  0.422
Epoch  10 Batch  515/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.792, Loss:  0.404
Epoch  10 Batch  516/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.795, Loss:  0.375
Epoch  10 Batch  517/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.788, Loss:  0.405
Epoch  10 Batch  518/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.784, Loss:  0.393
Epoch  10 Batch  519/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.787, Loss:  0.409
Epoch  10 Batch  520/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.788, Loss:  0.392
Epoch  10 Batch  521/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.788, Loss:  0.401
Epoch  10 Batch  522/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.789, Loss:  0.435
Epoch  10 Batch  523/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.789, Loss:  0.404
Epoch  10 Batch  524/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.793, Loss:  0.411
Epoch  10 Batch  525/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.794, Loss:  0.405
Epoch  10 Batch  526/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.792, Loss:  0.398
Epoch  10 Batch  527/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.792, Loss:  0.416
Epoch  10 Batch  528/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.789, Loss:  0.402
Epoch  10 Batch  529/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.793, Loss:  0.406
Epoch  10 Batch  530/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.793, Loss:  0.416
Epoch  10 Batch  531/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.803, Loss:  0.412
Epoch  10 Batch  532/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.800, Loss:  0.437
Epoch  10 Batch  533/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.798, Loss:  0.424
Epoch  10 Batch  534/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.799, Loss:  0.396
Epoch  10 Batch  535/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.795, Loss:  0.395
Epoch  10 Batch  536/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.795, Loss:  0.396
Epoch  10 Batch  537/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.798, Loss:  0.415
Epoch  10 Batch  538/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.800, Loss:  0.373
Epoch  10 Batch  539/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.800, Loss:  0.442
Epoch  10 Batch  540/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.798, Loss:  0.384
Epoch  10 Batch  541/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.795, Loss:  0.417
Epoch  10 Batch  542/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.798, Loss:  0.411
Epoch  10 Batch  543/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.409
Epoch  10 Batch  544/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.802, Loss:  0.405
Epoch  10 Batch  545/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.801, Loss:  0.446
Epoch  10 Batch  546/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.801, Loss:  0.425
Epoch  10 Batch  547/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.798, Loss:  0.414
Epoch  10 Batch  548/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.800, Loss:  0.427
Epoch  10 Batch  549/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.798, Loss:  0.443
Epoch  10 Batch  550/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.805, Loss:  0.430
Epoch  10 Batch  551/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.802, Loss:  0.414
Epoch  10 Batch  552/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.800, Loss:  0.420
Epoch  10 Batch  553/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.804, Loss:  0.423
Epoch  10 Batch  554/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.811, Loss:  0.412
Epoch  10 Batch  555/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.795, Loss:  0.396
Epoch  10 Batch  556/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.794, Loss:  0.383
Epoch  10 Batch  557/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.801, Loss:  0.405
Epoch  10 Batch  558/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.802, Loss:  0.398
Epoch  10 Batch  559/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.797, Loss:  0.405
Epoch  10 Batch  560/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.798, Loss:  0.395
Epoch  10 Batch  561/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.803, Loss:  0.383
Epoch  10 Batch  562/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.803, Loss:  0.370
Epoch  10 Batch  563/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.803, Loss:  0.437
Epoch  10 Batch  564/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.804, Loss:  0.418
Epoch  10 Batch  565/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.800, Loss:  0.430
Epoch  10 Batch  566/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.803, Loss:  0.448
Epoch  10 Batch  567/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.795, Loss:  0.424
Epoch  10 Batch  568/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.793, Loss:  0.387
Epoch  10 Batch  569/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.792, Loss:  0.427
Epoch  10 Batch  570/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.795, Loss:  0.448
Epoch  10 Batch  571/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.797, Loss:  0.366
Epoch  10 Batch  572/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.784, Loss:  0.397
Epoch  10 Batch  573/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.787, Loss:  0.444
Epoch  10 Batch  574/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.785, Loss:  0.421
Epoch  10 Batch  575/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.783, Loss:  0.397
Epoch  10 Batch  576/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.779, Loss:  0.438
Epoch  10 Batch  577/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.778, Loss:  0.441
Epoch  10 Batch  578/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.781, Loss:  0.434
Epoch  10 Batch  579/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.785, Loss:  0.393
Epoch  10 Batch  580/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.786, Loss:  0.379
Epoch  10 Batch  581/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.790, Loss:  0.388
Epoch  10 Batch  582/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.787, Loss:  0.412
Epoch  10 Batch  583/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.788, Loss:  0.429
Epoch  10 Batch  584/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.790, Loss:  0.392
Epoch  10 Batch  585/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.787, Loss:  0.375
Epoch  10 Batch  586/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.792, Loss:  0.432
Epoch  10 Batch  587/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.791, Loss:  0.383
Epoch  10 Batch  588/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.791, Loss:  0.401
Epoch  10 Batch  589/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.788, Loss:  0.436
Epoch  10 Batch  590/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.789, Loss:  0.433
Epoch  10 Batch  591/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.791, Loss:  0.392
Epoch  10 Batch  592/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.790, Loss:  0.404
Epoch  10 Batch  593/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.789, Loss:  0.396
Epoch  10 Batch  594/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.794, Loss:  0.427
Epoch  10 Batch  595/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.793, Loss:  0.427
Epoch  10 Batch  596/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.787, Loss:  0.428
Epoch  10 Batch  597/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.790, Loss:  0.403
Epoch  10 Batch  598/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.792, Loss:  0.398
Epoch  10 Batch  599/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.793, Loss:  0.446
Epoch  10 Batch  600/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.791, Loss:  0.398
Epoch  10 Batch  601/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.790, Loss:  0.393
Epoch  10 Batch  602/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.795, Loss:  0.406
Epoch  10 Batch  603/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.796, Loss:  0.390
Epoch  10 Batch  604/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.796, Loss:  0.404
Epoch  10 Batch  605/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.423
Epoch  10 Batch  606/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.793, Loss:  0.379
Epoch  10 Batch  607/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.797, Loss:  0.368
Epoch  10 Batch  608/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.796, Loss:  0.418
Epoch  10 Batch  609/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.797, Loss:  0.424
Epoch  10 Batch  610/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.794, Loss:  0.436
Epoch  10 Batch  611/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.797, Loss:  0.420
Epoch  10 Batch  612/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.799, Loss:  0.384
Epoch  10 Batch  613/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.799, Loss:  0.426
Epoch  10 Batch  614/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.803, Loss:  0.399
Epoch  10 Batch  615/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.801, Loss:  0.401
Epoch  10 Batch  616/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.804, Loss:  0.434
Epoch  10 Batch  617/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.807, Loss:  0.405
Epoch  10 Batch  618/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.803, Loss:  0.406
Epoch  10 Batch  619/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.803, Loss:  0.418
Epoch  10 Batch  620/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.802, Loss:  0.392
Epoch  10 Batch  621/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.803, Loss:  0.407
Epoch  10 Batch  622/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.803, Loss:  0.441
Epoch  10 Batch  623/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.795, Loss:  0.426
Epoch  10 Batch  624/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.801, Loss:  0.380
Epoch  10 Batch  625/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.804, Loss:  0.405
Epoch  10 Batch  626/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.797, Loss:  0.371
Epoch  10 Batch  627/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.801, Loss:  0.405
Epoch  10 Batch  628/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.798, Loss:  0.418
Epoch  10 Batch  629/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.794, Loss:  0.433
Epoch  10 Batch  630/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.790, Loss:  0.406
Epoch  10 Batch  631/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.798, Loss:  0.415
Epoch  10 Batch  632/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.794, Loss:  0.428
Epoch  10 Batch  633/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.793, Loss:  0.397
Epoch  10 Batch  634/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.798, Loss:  0.370
Epoch  10 Batch  635/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.803, Loss:  0.456
Epoch  10 Batch  636/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.804, Loss:  0.391
Epoch  10 Batch  637/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.800, Loss:  0.422
Epoch  10 Batch  638/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.788, Loss:  0.389
Epoch  10 Batch  639/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.803, Loss:  0.391
Epoch  10 Batch  640/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.801, Loss:  0.393
Epoch  10 Batch  641/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.798, Loss:  0.411
Epoch  10 Batch  642/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.794, Loss:  0.414
Epoch  10 Batch  643/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.785, Loss:  0.368
Epoch  10 Batch  644/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.793, Loss:  0.401
Epoch  10 Batch  645/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.404
Epoch  10 Batch  646/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.795, Loss:  0.395
Epoch  10 Batch  647/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.804, Loss:  0.389
Epoch  10 Batch  648/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.793, Loss:  0.395
Epoch  10 Batch  649/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.797, Loss:  0.416
Epoch  10 Batch  650/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.798, Loss:  0.414
Epoch  10 Batch  651/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.798, Loss:  0.387
Epoch  10 Batch  652/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.799, Loss:  0.412
Epoch  10 Batch  653/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.799, Loss:  0.409
Epoch  10 Batch  654/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.799, Loss:  0.383
Epoch  10 Batch  655/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.798, Loss:  0.421
Epoch  10 Batch  656/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.799, Loss:  0.404
Epoch  10 Batch  657/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.799, Loss:  0.443
Epoch  10 Batch  658/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.809, Loss:  0.399
Epoch  10 Batch  659/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.805, Loss:  0.411
Epoch  10 Batch  660/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.803, Loss:  0.427
Epoch  10 Batch  661/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.804, Loss:  0.364
Epoch  10 Batch  662/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.798, Loss:  0.391
Epoch  10 Batch  663/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.803, Loss:  0.388
Epoch  10 Batch  664/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.801, Loss:  0.403
Epoch  10 Batch  665/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.801, Loss:  0.412
Epoch  10 Batch  666/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.801, Loss:  0.431
Epoch  10 Batch  667/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.797, Loss:  0.449
Epoch  10 Batch  668/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.795, Loss:  0.406
Epoch  10 Batch  669/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.794, Loss:  0.392
Epoch  10 Batch  670/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.795, Loss:  0.362
Epoch  10 Batch  671/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.795, Loss:  0.441
Epoch  10 Batch  672/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.790, Loss:  0.396
Epoch  10 Batch  673/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.792, Loss:  0.369
Epoch  10 Batch  674/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.799, Loss:  0.397
Epoch  10 Batch  675/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.802, Loss:  0.403
Epoch  10 Batch  676/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.802, Loss:  0.398
Epoch  10 Batch  677/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.805, Loss:  0.445
Epoch  10 Batch  678/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.797, Loss:  0.373
Epoch  10 Batch  679/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.798, Loss:  0.444
Epoch  10 Batch  680/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.795, Loss:  0.382
Epoch  10 Batch  681/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.794, Loss:  0.430
Epoch  10 Batch  682/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.798, Loss:  0.403
Epoch  10 Batch  683/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.797, Loss:  0.409
Epoch  10 Batch  684/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.389
Epoch  10 Batch  685/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.794, Loss:  0.414
Epoch  10 Batch  686/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.795, Loss:  0.380
Epoch  10 Batch  687/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.793, Loss:  0.452
Epoch  10 Batch  688/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.791, Loss:  0.389
Epoch  10 Batch  689/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.794, Loss:  0.389
Epoch  10 Batch  690/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.794, Loss:  0.393
Epoch  10 Batch  691/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.800, Loss:  0.430
Epoch  10 Batch  692/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.799, Loss:  0.373
Epoch  10 Batch  693/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.797, Loss:  0.459
Epoch  10 Batch  694/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.799, Loss:  0.395
Epoch  10 Batch  695/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.810, Loss:  0.398
Epoch  10 Batch  696/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.797, Loss:  0.438
Epoch  10 Batch  697/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.798, Loss:  0.386
Epoch  10 Batch  698/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.794, Loss:  0.376
Epoch  10 Batch  699/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.799, Loss:  0.418
Epoch  10 Batch  700/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.790, Loss:  0.372
Epoch  10 Batch  701/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.791, Loss:  0.416
Epoch  10 Batch  702/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.791, Loss:  0.416
Epoch  10 Batch  703/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.789, Loss:  0.430
Epoch  10 Batch  704/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.436
Epoch  10 Batch  705/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.794, Loss:  0.433
Epoch  10 Batch  706/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.790, Loss:  0.419
Epoch  10 Batch  707/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.799, Loss:  0.388
Epoch  10 Batch  708/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.800, Loss:  0.403
Epoch  10 Batch  709/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.793, Loss:  0.454
Epoch  10 Batch  710/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.399
Epoch  10 Batch  711/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.802, Loss:  0.463
Epoch  10 Batch  712/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.798, Loss:  0.388
Epoch  10 Batch  713/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.797, Loss:  0.366
Epoch  10 Batch  714/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.792, Loss:  0.394
Epoch  10 Batch  715/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.790, Loss:  0.422
Epoch  10 Batch  716/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.795, Loss:  0.383
Epoch  10 Batch  717/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.807, Loss:  0.392
Epoch  10 Batch  718/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.807, Loss:  0.421
Epoch  10 Batch  719/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.811, Loss:  0.378
Epoch  10 Batch  720/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.807, Loss:  0.434
Epoch  10 Batch  721/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.402
Epoch  10 Batch  722/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.804, Loss:  0.385
Epoch  10 Batch  723/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.800, Loss:  0.397
Epoch  10 Batch  724/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.799, Loss:  0.438
Epoch  10 Batch  725/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.800, Loss:  0.374
Epoch  10 Batch  726/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.795, Loss:  0.397
Epoch  10 Batch  727/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.796, Loss:  0.367
Epoch  10 Batch  728/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.794, Loss:  0.409
Epoch  10 Batch  729/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.797, Loss:  0.412
Epoch  10 Batch  730/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.793, Loss:  0.422
Epoch  10 Batch  731/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.791, Loss:  0.410
Epoch  10 Batch  732/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.792, Loss:  0.420
Epoch  10 Batch  733/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.791, Loss:  0.423
Epoch  10 Batch  734/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.787, Loss:  0.432
Epoch  10 Batch  735/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.795, Loss:  0.412
Epoch  10 Batch  736/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.370
Epoch  10 Batch  737/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.801, Loss:  0.422
Epoch  10 Batch  738/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.805, Loss:  0.366
Epoch  10 Batch  739/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.799, Loss:  0.379
Epoch  10 Batch  740/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.805, Loss:  0.399
Epoch  10 Batch  741/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.794, Loss:  0.413
Epoch  10 Batch  742/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.415
Epoch  10 Batch  743/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.792, Loss:  0.407
Epoch  10 Batch  744/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.790, Loss:  0.386
Epoch  10 Batch  745/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.792, Loss:  0.395
Epoch  10 Batch  746/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.803, Loss:  0.390
Epoch  10 Batch  747/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.795, Loss:  0.380
Epoch  10 Batch  748/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.793, Loss:  0.388
Epoch  10 Batch  749/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.796, Loss:  0.410
Epoch  10 Batch  750/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.801, Loss:  0.398
Epoch  10 Batch  751/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.808, Loss:  0.394
Epoch  10 Batch  752/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.797, Loss:  0.361
Epoch  10 Batch  753/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.796, Loss:  0.398
Epoch  10 Batch  754/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.803, Loss:  0.405
Epoch  10 Batch  755/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.801, Loss:  0.400
Epoch  10 Batch  756/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.805, Loss:  0.372
Epoch  10 Batch  757/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.797, Loss:  0.400
Epoch  10 Batch  758/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.798, Loss:  0.369
Epoch  10 Batch  759/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.798, Loss:  0.362
Epoch  10 Batch  760/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.795, Loss:  0.421
Epoch  10 Batch  761/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.801, Loss:  0.440
Epoch  10 Batch  762/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.801, Loss:  0.378
Epoch  10 Batch  763/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.800, Loss:  0.376
Epoch  10 Batch  764/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.805, Loss:  0.404
Epoch  10 Batch  765/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.806, Loss:  0.383
Epoch  10 Batch  766/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.809, Loss:  0.425
Epoch  10 Batch  767/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.387
Epoch  10 Batch  768/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.806, Loss:  0.403
Epoch  10 Batch  769/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.809, Loss:  0.398
Epoch  10 Batch  770/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.811, Loss:  0.376
Epoch  10 Batch  771/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.413
Epoch  10 Batch  772/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.805, Loss:  0.409
Epoch  10 Batch  773/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.803, Loss:  0.398
Epoch  10 Batch  774/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.804, Loss:  0.448
Epoch  10 Batch  775/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.801, Loss:  0.409
Epoch  10 Batch  776/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.796, Loss:  0.401
Epoch  10 Batch  777/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.799, Loss:  0.398
Epoch  10 Batch  778/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.793, Loss:  0.376
Epoch  10 Batch  779/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.797, Loss:  0.412
Epoch  10 Batch  780/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.804, Loss:  0.407
Epoch  10 Batch  781/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.806, Loss:  0.377
Epoch  10 Batch  782/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.794, Loss:  0.403
Epoch  10 Batch  783/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.793, Loss:  0.408
Epoch  10 Batch  784/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.795, Loss:  0.407
Epoch  10 Batch  785/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.797, Loss:  0.381
Epoch  10 Batch  786/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.800, Loss:  0.414
Epoch  10 Batch  787/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.799, Loss:  0.369
Epoch  10 Batch  788/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.797, Loss:  0.382
Epoch  10 Batch  789/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.809, Loss:  0.420
Epoch  10 Batch  790/1077 - Train Accuracy:  0.761, Validation Accuracy:  0.805, Loss:  0.450
Epoch  10 Batch  791/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.812, Loss:  0.389
Epoch  10 Batch  792/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.814, Loss:  0.415
Epoch  10 Batch  793/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.804, Loss:  0.399
Epoch  10 Batch  794/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.805, Loss:  0.403
Epoch  10 Batch  795/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.799, Loss:  0.440
Epoch  10 Batch  796/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.795, Loss:  0.413
Epoch  10 Batch  797/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.794, Loss:  0.421
Epoch  10 Batch  798/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.798, Loss:  0.419
Epoch  10 Batch  799/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.797, Loss:  0.441
Epoch  10 Batch  800/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.797, Loss:  0.402
Epoch  10 Batch  801/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.794, Loss:  0.422
Epoch  10 Batch  802/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.792, Loss:  0.390
Epoch  10 Batch  803/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.789, Loss:  0.412
Epoch  10 Batch  804/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.792, Loss:  0.423
Epoch  10 Batch  805/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.801, Loss:  0.423
Epoch  10 Batch  806/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.803, Loss:  0.403
Epoch  10 Batch  807/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.802, Loss:  0.374
Epoch  10 Batch  808/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.801, Loss:  0.424
Epoch  10 Batch  809/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.805, Loss:  0.427
Epoch  10 Batch  810/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.801, Loss:  0.374
Epoch  10 Batch  811/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.797, Loss:  0.374
Epoch  10 Batch  812/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.795, Loss:  0.420
Epoch  10 Batch  813/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.799, Loss:  0.388
Epoch  10 Batch  814/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.793, Loss:  0.419
Epoch  10 Batch  815/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.798, Loss:  0.392
Epoch  10 Batch  816/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.799, Loss:  0.411
Epoch  10 Batch  817/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.800, Loss:  0.431
Epoch  10 Batch  818/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.798, Loss:  0.391
Epoch  10 Batch  819/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.797, Loss:  0.396
Epoch  10 Batch  820/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.805, Loss:  0.432
Epoch  10 Batch  821/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.798, Loss:  0.398
Epoch  10 Batch  822/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.799, Loss:  0.394
Epoch  10 Batch  823/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.799, Loss:  0.395
Epoch  10 Batch  824/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.789, Loss:  0.381
Epoch  10 Batch  825/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.789, Loss:  0.406
Epoch  10 Batch  826/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.790, Loss:  0.364
Epoch  10 Batch  827/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.795, Loss:  0.422
Epoch  10 Batch  828/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.792, Loss:  0.391
Epoch  10 Batch  829/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.793, Loss:  0.431
Epoch  10 Batch  830/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.795, Loss:  0.409
Epoch  10 Batch  831/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.804, Loss:  0.412
Epoch  10 Batch  832/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.807, Loss:  0.397
Epoch  10 Batch  833/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.811, Loss:  0.399
Epoch  10 Batch  834/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.814, Loss:  0.402
Epoch  10 Batch  835/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.815, Loss:  0.402
Epoch  10 Batch  836/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.814, Loss:  0.420
Epoch  10 Batch  837/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.813, Loss:  0.424
Epoch  10 Batch  838/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.809, Loss:  0.392
Epoch  10 Batch  839/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.808, Loss:  0.375
Epoch  10 Batch  840/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.803, Loss:  0.375
Epoch  10 Batch  841/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.798, Loss:  0.401
Epoch  10 Batch  842/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.798, Loss:  0.393
Epoch  10 Batch  843/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.799, Loss:  0.372
Epoch  10 Batch  844/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.801, Loss:  0.376
Epoch  10 Batch  845/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.808, Loss:  0.396
Epoch  10 Batch  846/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.809, Loss:  0.416
Epoch  10 Batch  847/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.808, Loss:  0.420
Epoch  10 Batch  848/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.810, Loss:  0.394
Epoch  10 Batch  849/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.378
Epoch  10 Batch  850/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.806, Loss:  0.432
Epoch  10 Batch  851/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.809, Loss:  0.387
Epoch  10 Batch  852/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.810, Loss:  0.413
Epoch  10 Batch  853/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.809, Loss:  0.389
Epoch  10 Batch  854/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.814, Loss:  0.418
Epoch  10 Batch  855/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.814, Loss:  0.407
Epoch  10 Batch  856/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.812, Loss:  0.420
Epoch  10 Batch  857/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.809, Loss:  0.373
Epoch  10 Batch  858/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.808, Loss:  0.380
Epoch  10 Batch  859/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.807, Loss:  0.402
Epoch  10 Batch  860/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.811, Loss:  0.391
Epoch  10 Batch  861/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.810, Loss:  0.402
Epoch  10 Batch  862/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.808, Loss:  0.408
Epoch  10 Batch  863/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.801, Loss:  0.378
Epoch  10 Batch  864/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.794, Loss:  0.389
Epoch  10 Batch  865/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.792, Loss:  0.366
Epoch  10 Batch  866/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.791, Loss:  0.394
Epoch  10 Batch  867/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.795, Loss:  0.472
Epoch  10 Batch  868/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.794, Loss:  0.405
Epoch  10 Batch  869/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.791, Loss:  0.410
Epoch  10 Batch  870/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.793, Loss:  0.455
Epoch  10 Batch  871/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.789, Loss:  0.396
Epoch  10 Batch  872/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.789, Loss:  0.379
Epoch  10 Batch  873/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.800, Loss:  0.423
Epoch  10 Batch  874/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.802, Loss:  0.409
Epoch  10 Batch  875/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.801, Loss:  0.398
Epoch  10 Batch  876/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.417
Epoch  10 Batch  877/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.800, Loss:  0.389
Epoch  10 Batch  878/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.800, Loss:  0.398
Epoch  10 Batch  879/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.794, Loss:  0.371
Epoch  10 Batch  880/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.789, Loss:  0.383
Epoch  10 Batch  881/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.788, Loss:  0.430
Epoch  10 Batch  882/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.781, Loss:  0.419
Epoch  10 Batch  883/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.780, Loss:  0.460
Epoch  10 Batch  884/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.784, Loss:  0.383
Epoch  10 Batch  885/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.788, Loss:  0.353
Epoch  10 Batch  886/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.795, Loss:  0.422
Epoch  10 Batch  887/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.798, Loss:  0.407
Epoch  10 Batch  888/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.803, Loss:  0.381
Epoch  10 Batch  889/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.799, Loss:  0.398
Epoch  10 Batch  890/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.797, Loss:  0.373
Epoch  10 Batch  891/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.796, Loss:  0.407
Epoch  10 Batch  892/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.800, Loss:  0.384
Epoch  10 Batch  893/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.810, Loss:  0.391
Epoch  10 Batch  894/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.812, Loss:  0.351
Epoch  10 Batch  895/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.815, Loss:  0.398
Epoch  10 Batch  896/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.816, Loss:  0.442
Epoch  10 Batch  897/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.808, Loss:  0.365
Epoch  10 Batch  898/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.808, Loss:  0.353
Epoch  10 Batch  899/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.816, Loss:  0.404
Epoch  10 Batch  900/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.808, Loss:  0.417
Epoch  10 Batch  901/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.803, Loss:  0.417
Epoch  10 Batch  902/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.808, Loss:  0.421
Epoch  10 Batch  903/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.807, Loss:  0.382
Epoch  10 Batch  904/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.802, Loss:  0.406
Epoch  10 Batch  905/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.807, Loss:  0.389
Epoch  10 Batch  906/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.807, Loss:  0.395
Epoch  10 Batch  907/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.790, Loss:  0.397
Epoch  10 Batch  908/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.787, Loss:  0.405
Epoch  10 Batch  909/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.790, Loss:  0.398
Epoch  10 Batch  910/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.795, Loss:  0.387
Epoch  10 Batch  911/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.799, Loss:  0.355
Epoch  10 Batch  912/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.795, Loss:  0.425
Epoch  10 Batch  913/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.790, Loss:  0.450
Epoch  10 Batch  914/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.795, Loss:  0.366
Epoch  10 Batch  915/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.806, Loss:  0.444
Epoch  10 Batch  916/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.806, Loss:  0.401
Epoch  10 Batch  917/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.811, Loss:  0.410
Epoch  10 Batch  918/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.811, Loss:  0.377
Epoch  10 Batch  919/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.817, Loss:  0.394
Epoch  10 Batch  920/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.804, Loss:  0.421
Epoch  10 Batch  921/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.809, Loss:  0.390
Epoch  10 Batch  922/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.800, Loss:  0.386
Epoch  10 Batch  923/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.791, Loss:  0.399
Epoch  10 Batch  924/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.797, Loss:  0.427
Epoch  10 Batch  925/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.792, Loss:  0.379
Epoch  10 Batch  926/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.797, Loss:  0.426
Epoch  10 Batch  927/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.801, Loss:  0.433
Epoch  10 Batch  928/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.808, Loss:  0.406
Epoch  10 Batch  929/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.808, Loss:  0.414
Epoch  10 Batch  930/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.810, Loss:  0.402
Epoch  10 Batch  931/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.801, Loss:  0.384
Epoch  10 Batch  932/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.811, Loss:  0.380
Epoch  10 Batch  933/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.810, Loss:  0.409
Epoch  10 Batch  934/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.808, Loss:  0.429
Epoch  10 Batch  935/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.807, Loss:  0.411
Epoch  10 Batch  936/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.803, Loss:  0.402
Epoch  10 Batch  937/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.801, Loss:  0.416
Epoch  10 Batch  938/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.802, Loss:  0.414
Epoch  10 Batch  939/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.805, Loss:  0.409
Epoch  10 Batch  940/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.813, Loss:  0.390
Epoch  10 Batch  941/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.806, Loss:  0.377
Epoch  10 Batch  942/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.811, Loss:  0.407
Epoch  10 Batch  943/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.809, Loss:  0.401
Epoch  10 Batch  944/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.812, Loss:  0.373
Epoch  10 Batch  945/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.805, Loss:  0.385
Epoch  10 Batch  946/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.804, Loss:  0.414
Epoch  10 Batch  947/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.799, Loss:  0.423
Epoch  10 Batch  948/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.803, Loss:  0.391
Epoch  10 Batch  949/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.801, Loss:  0.356
Epoch  10 Batch  950/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.788, Loss:  0.388
Epoch  10 Batch  951/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.794, Loss:  0.405
Epoch  10 Batch  952/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.805, Loss:  0.368
Epoch  10 Batch  953/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.804, Loss:  0.400
Epoch  10 Batch  954/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.789, Loss:  0.415
Epoch  10 Batch  955/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.782, Loss:  0.397
Epoch  10 Batch  956/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.787, Loss:  0.412
Epoch  10 Batch  957/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.787, Loss:  0.381
Epoch  10 Batch  958/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.787, Loss:  0.404
Epoch  10 Batch  959/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.790, Loss:  0.370
Epoch  10 Batch  960/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.789, Loss:  0.371
Epoch  10 Batch  961/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.781, Loss:  0.417
Epoch  10 Batch  962/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.787, Loss:  0.385
Epoch  10 Batch  963/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.792, Loss:  0.462
Epoch  10 Batch  964/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.793, Loss:  0.374
Epoch  10 Batch  965/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.793, Loss:  0.429
Epoch  10 Batch  966/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.795, Loss:  0.349
Epoch  10 Batch  967/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.800, Loss:  0.384
Epoch  10 Batch  968/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.800, Loss:  0.416
Epoch  10 Batch  969/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.818, Loss:  0.419
Epoch  10 Batch  970/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.815, Loss:  0.419
Epoch  10 Batch  971/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.389
Epoch  10 Batch  972/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.797, Loss:  0.398
Epoch  10 Batch  973/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.797, Loss:  0.361
Epoch  10 Batch  974/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.800, Loss:  0.399
Epoch  10 Batch  975/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.803, Loss:  0.379
Epoch  10 Batch  976/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.807, Loss:  0.366
Epoch  10 Batch  977/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.802, Loss:  0.377
Epoch  10 Batch  978/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.806, Loss:  0.418
Epoch  10 Batch  979/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.798, Loss:  0.423
Epoch  10 Batch  980/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.794, Loss:  0.395
Epoch  10 Batch  981/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.798, Loss:  0.394
Epoch  10 Batch  982/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.802, Loss:  0.390
Epoch  10 Batch  983/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.805, Loss:  0.417
Epoch  10 Batch  984/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.797, Loss:  0.439
Epoch  10 Batch  985/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.800, Loss:  0.380
Epoch  10 Batch  986/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.795, Loss:  0.404
Epoch  10 Batch  987/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.799, Loss:  0.372
Epoch  10 Batch  988/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.795, Loss:  0.398
Epoch  10 Batch  989/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.789, Loss:  0.406
Epoch  10 Batch  990/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.798, Loss:  0.415
Epoch  10 Batch  991/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.795, Loss:  0.375
Epoch  10 Batch  992/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.795, Loss:  0.395
Epoch  10 Batch  993/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.789, Loss:  0.368
Epoch  10 Batch  994/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.786, Loss:  0.394
Epoch  10 Batch  995/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.783, Loss:  0.375
Epoch  10 Batch  996/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.785, Loss:  0.398
Epoch  10 Batch  997/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.789, Loss:  0.420
Epoch  10 Batch  998/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.788, Loss:  0.395
Epoch  10 Batch  999/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.784, Loss:  0.395
Epoch  10 Batch 1000/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.789, Loss:  0.385
Epoch  10 Batch 1001/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.782, Loss:  0.361
Epoch  10 Batch 1002/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.787, Loss:  0.403
Epoch  10 Batch 1003/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.785, Loss:  0.396
Epoch  10 Batch 1004/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.791, Loss:  0.400
Epoch  10 Batch 1005/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.789, Loss:  0.407
Epoch  10 Batch 1006/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.796, Loss:  0.379
Epoch  10 Batch 1007/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.797, Loss:  0.371
Epoch  10 Batch 1008/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.802, Loss:  0.408
Epoch  10 Batch 1009/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.803, Loss:  0.365
Epoch  10 Batch 1010/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.809, Loss:  0.419
Epoch  10 Batch 1011/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.797, Loss:  0.391
Epoch  10 Batch 1012/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.378
Epoch  10 Batch 1013/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.800, Loss:  0.375
Epoch  10 Batch 1014/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.800, Loss:  0.422
Epoch  10 Batch 1015/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.798, Loss:  0.426
Epoch  10 Batch 1016/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.795, Loss:  0.398
Epoch  10 Batch 1017/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.790, Loss:  0.416
Epoch  10 Batch 1018/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.795, Loss:  0.378
Epoch  10 Batch 1019/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.796, Loss:  0.414
Epoch  10 Batch 1020/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.793, Loss:  0.367
Epoch  10 Batch 1021/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.792, Loss:  0.387
Epoch  10 Batch 1022/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.786, Loss:  0.366
Epoch  10 Batch 1023/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.791, Loss:  0.381
Epoch  10 Batch 1024/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.799, Loss:  0.448
Epoch  10 Batch 1025/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.806, Loss:  0.425
Epoch  10 Batch 1026/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.799, Loss:  0.388
Epoch  10 Batch 1027/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.806, Loss:  0.418
Epoch  10 Batch 1028/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.805, Loss:  0.386
Epoch  10 Batch 1029/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.807, Loss:  0.380
Epoch  10 Batch 1030/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.807, Loss:  0.388
Epoch  10 Batch 1031/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.810, Loss:  0.436
Epoch  10 Batch 1032/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.812, Loss:  0.411
Epoch  10 Batch 1033/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.801, Loss:  0.384
Epoch  10 Batch 1034/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.806, Loss:  0.402
Epoch  10 Batch 1035/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.805, Loss:  0.356
Epoch  10 Batch 1036/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.804, Loss:  0.402
Epoch  10 Batch 1037/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.809, Loss:  0.407
Epoch  10 Batch 1038/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.805, Loss:  0.398
Epoch  10 Batch 1039/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.808, Loss:  0.365
Epoch  10 Batch 1040/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.803, Loss:  0.400
Epoch  10 Batch 1041/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.798, Loss:  0.404
Epoch  10 Batch 1042/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.794, Loss:  0.406
Epoch  10 Batch 1043/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.798, Loss:  0.415
Epoch  10 Batch 1044/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.805, Loss:  0.388
Epoch  10 Batch 1045/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.805, Loss:  0.403
Epoch  10 Batch 1046/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.806, Loss:  0.372
Epoch  10 Batch 1047/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.798, Loss:  0.394
Epoch  10 Batch 1048/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.804, Loss:  0.400
Epoch  10 Batch 1049/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.798, Loss:  0.418
Epoch  10 Batch 1050/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.800, Loss:  0.403
Epoch  10 Batch 1051/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.796, Loss:  0.391
Epoch  10 Batch 1052/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.796, Loss:  0.375
Epoch  10 Batch 1053/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.795, Loss:  0.386
Epoch  10 Batch 1054/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.791, Loss:  0.397
Epoch  10 Batch 1055/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.788, Loss:  0.384
Epoch  10 Batch 1056/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.788, Loss:  0.379
Epoch  10 Batch 1057/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.794, Loss:  0.425
Epoch  10 Batch 1058/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.789, Loss:  0.432
Epoch  10 Batch 1059/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.794, Loss:  0.428
Epoch  10 Batch 1060/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.796, Loss:  0.356
Epoch  10 Batch 1061/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.795, Loss:  0.413
Epoch  10 Batch 1062/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.790, Loss:  0.409
Epoch  10 Batch 1063/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.789, Loss:  0.392
Epoch  10 Batch 1064/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.793, Loss:  0.406
Epoch  10 Batch 1065/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.793, Loss:  0.379
Epoch  10 Batch 1066/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.793, Loss:  0.379
Epoch  10 Batch 1067/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.790, Loss:  0.412
Epoch  10 Batch 1068/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.796, Loss:  0.381
Epoch  10 Batch 1069/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.803, Loss:  0.355
Epoch  10 Batch 1070/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.805, Loss:  0.398
Epoch  10 Batch 1071/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.805, Loss:  0.373
Epoch  10 Batch 1072/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.798, Loss:  0.392
Epoch  10 Batch 1073/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.800, Loss:  0.425
Epoch  10 Batch 1074/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.414
Epoch  10 Batch 1075/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.800, Loss:  0.438
Epoch  11 Batch    0/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.805, Loss:  0.371
Epoch  11 Batch    1/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.798, Loss:  0.384
Epoch  11 Batch    2/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.801, Loss:  0.421
Epoch  11 Batch    3/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.803, Loss:  0.392
Epoch  11 Batch    4/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.411
Epoch  11 Batch    5/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.801, Loss:  0.421
Epoch  11 Batch    6/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.801, Loss:  0.414
Epoch  11 Batch    7/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.802, Loss:  0.386
Epoch  11 Batch    8/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.805, Loss:  0.383
Epoch  11 Batch    9/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.811, Loss:  0.387
Epoch  11 Batch   10/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.808, Loss:  0.416
Epoch  11 Batch   11/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.807, Loss:  0.393
Epoch  11 Batch   12/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.806, Loss:  0.398
Epoch  11 Batch   13/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.805, Loss:  0.424
Epoch  11 Batch   14/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.811, Loss:  0.353
Epoch  11 Batch   15/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.816, Loss:  0.394
Epoch  11 Batch   16/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.816, Loss:  0.400
Epoch  11 Batch   17/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.822, Loss:  0.377
Epoch  11 Batch   18/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.818, Loss:  0.399
Epoch  11 Batch   19/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.818, Loss:  0.397
Epoch  11 Batch   20/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.821, Loss:  0.367
Epoch  11 Batch   21/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.812, Loss:  0.426
Epoch  11 Batch   22/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.816, Loss:  0.405
Epoch  11 Batch   23/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.809, Loss:  0.400
Epoch  11 Batch   24/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.812, Loss:  0.376
Epoch  11 Batch   25/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.809, Loss:  0.382
Epoch  11 Batch   26/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.815, Loss:  0.431
Epoch  11 Batch   27/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.810, Loss:  0.359
Epoch  11 Batch   28/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.802, Loss:  0.392
Epoch  11 Batch   29/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.804, Loss:  0.386
Epoch  11 Batch   30/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.798, Loss:  0.387
Epoch  11 Batch   31/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.798, Loss:  0.384
Epoch  11 Batch   32/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.804, Loss:  0.352
Epoch  11 Batch   33/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.805, Loss:  0.364
Epoch  11 Batch   34/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.801, Loss:  0.392
Epoch  11 Batch   35/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.801, Loss:  0.414
Epoch  11 Batch   36/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.799, Loss:  0.380
Epoch  11 Batch   37/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.800, Loss:  0.409
Epoch  11 Batch   38/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.808, Loss:  0.430
Epoch  11 Batch   39/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.804, Loss:  0.443
Epoch  11 Batch   40/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.816, Loss:  0.398
Epoch  11 Batch   41/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.816, Loss:  0.393
Epoch  11 Batch   42/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.809, Loss:  0.424
Epoch  11 Batch   43/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.811, Loss:  0.408
Epoch  11 Batch   44/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.803, Loss:  0.415
Epoch  11 Batch   45/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.390
Epoch  11 Batch   46/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.805, Loss:  0.419
Epoch  11 Batch   47/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.811, Loss:  0.386
Epoch  11 Batch   48/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.810, Loss:  0.421
Epoch  11 Batch   49/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.812, Loss:  0.433
Epoch  11 Batch   50/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.411
Epoch  11 Batch   51/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.819, Loss:  0.368
Epoch  11 Batch   52/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.815, Loss:  0.397
Epoch  11 Batch   53/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.815, Loss:  0.417
Epoch  11 Batch   54/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.809, Loss:  0.436
Epoch  11 Batch   55/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.798, Loss:  0.384
Epoch  11 Batch   56/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.798, Loss:  0.370
Epoch  11 Batch   57/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.805, Loss:  0.366
Epoch  11 Batch   58/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.801, Loss:  0.388
Epoch  11 Batch   59/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.795, Loss:  0.392
Epoch  11 Batch   60/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.795, Loss:  0.409
Epoch  11 Batch   61/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.804, Loss:  0.416
Epoch  11 Batch   62/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.812, Loss:  0.431
Epoch  11 Batch   63/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.810, Loss:  0.376
Epoch  11 Batch   64/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.389
Epoch  11 Batch   65/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.812, Loss:  0.395
Epoch  11 Batch   66/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.811, Loss:  0.356
Epoch  11 Batch   67/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.811, Loss:  0.383
Epoch  11 Batch   68/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.806, Loss:  0.402
Epoch  11 Batch   69/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.802, Loss:  0.436
Epoch  11 Batch   70/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.798, Loss:  0.405
Epoch  11 Batch   71/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.790, Loss:  0.381
Epoch  11 Batch   72/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.792, Loss:  0.408
Epoch  11 Batch   73/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.791, Loss:  0.402
Epoch  11 Batch   74/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.793, Loss:  0.362
Epoch  11 Batch   75/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.790, Loss:  0.422
Epoch  11 Batch   76/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.793, Loss:  0.372
Epoch  11 Batch   77/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.791, Loss:  0.419
Epoch  11 Batch   78/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.796, Loss:  0.407
Epoch  11 Batch   79/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.412
Epoch  11 Batch   80/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.815, Loss:  0.401
Epoch  11 Batch   81/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.822, Loss:  0.391
Epoch  11 Batch   82/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.809, Loss:  0.353
Epoch  11 Batch   83/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.809, Loss:  0.419
Epoch  11 Batch   84/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.814, Loss:  0.393
Epoch  11 Batch   85/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.812, Loss:  0.362
Epoch  11 Batch   86/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.814, Loss:  0.384
Epoch  11 Batch   87/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.811, Loss:  0.417
Epoch  11 Batch   88/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.800, Loss:  0.418
Epoch  11 Batch   89/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.409
Epoch  11 Batch   90/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.795, Loss:  0.414
Epoch  11 Batch   91/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.803, Loss:  0.348
Epoch  11 Batch   92/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.802, Loss:  0.392
Epoch  11 Batch   93/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.805, Loss:  0.409
Epoch  11 Batch   94/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.809, Loss:  0.368
Epoch  11 Batch   95/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.812, Loss:  0.401
Epoch  11 Batch   96/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.808, Loss:  0.392
Epoch  11 Batch   97/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.805, Loss:  0.392
Epoch  11 Batch   98/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.801, Loss:  0.386
Epoch  11 Batch   99/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.807, Loss:  0.406
Epoch  11 Batch  100/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.813, Loss:  0.402
Epoch  11 Batch  101/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.812, Loss:  0.407
Epoch  11 Batch  102/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.816, Loss:  0.380
Epoch  11 Batch  103/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.817, Loss:  0.444
Epoch  11 Batch  104/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.815, Loss:  0.423
Epoch  11 Batch  105/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.816, Loss:  0.375
Epoch  11 Batch  106/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.426
Epoch  11 Batch  107/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.815, Loss:  0.387
Epoch  11 Batch  108/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.815, Loss:  0.349
Epoch  11 Batch  109/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.810, Loss:  0.396
Epoch  11 Batch  110/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.809, Loss:  0.367
Epoch  11 Batch  111/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.809, Loss:  0.404
Epoch  11 Batch  112/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.805, Loss:  0.381
Epoch  11 Batch  113/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.811, Loss:  0.394
Epoch  11 Batch  114/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.814, Loss:  0.375
Epoch  11 Batch  115/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.814, Loss:  0.400
Epoch  11 Batch  116/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.814, Loss:  0.427
Epoch  11 Batch  117/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.808, Loss:  0.413
Epoch  11 Batch  118/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.818, Loss:  0.422
Epoch  11 Batch  119/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.823, Loss:  0.402
Epoch  11 Batch  120/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.822, Loss:  0.415
Epoch  11 Batch  121/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.818, Loss:  0.399
Epoch  11 Batch  122/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.817, Loss:  0.384
Epoch  11 Batch  123/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.816, Loss:  0.360
Epoch  11 Batch  124/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.817, Loss:  0.413
Epoch  11 Batch  125/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.811, Loss:  0.396
Epoch  11 Batch  126/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.810, Loss:  0.385
Epoch  11 Batch  127/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.818, Loss:  0.410
Epoch  11 Batch  128/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.378
Epoch  11 Batch  129/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.819, Loss:  0.385
Epoch  11 Batch  130/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.817, Loss:  0.366
Epoch  11 Batch  131/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.817, Loss:  0.389
Epoch  11 Batch  132/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.820, Loss:  0.390
Epoch  11 Batch  133/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.396
Epoch  11 Batch  134/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.816, Loss:  0.372
Epoch  11 Batch  135/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.811, Loss:  0.398
Epoch  11 Batch  136/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.813, Loss:  0.381
Epoch  11 Batch  137/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.814, Loss:  0.347
Epoch  11 Batch  138/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.811, Loss:  0.366
Epoch  11 Batch  139/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.398
Epoch  11 Batch  140/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.810, Loss:  0.399
Epoch  11 Batch  141/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.810, Loss:  0.400
Epoch  11 Batch  142/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.806, Loss:  0.376
Epoch  11 Batch  143/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.802, Loss:  0.405
Epoch  11 Batch  144/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.799, Loss:  0.414
Epoch  11 Batch  145/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.803, Loss:  0.406
Epoch  11 Batch  146/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.798, Loss:  0.406
Epoch  11 Batch  147/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.797, Loss:  0.415
Epoch  11 Batch  148/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.798, Loss:  0.402
Epoch  11 Batch  149/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.798, Loss:  0.416
Epoch  11 Batch  150/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.799, Loss:  0.387
Epoch  11 Batch  151/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.797, Loss:  0.368
Epoch  11 Batch  152/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.801, Loss:  0.404
Epoch  11 Batch  153/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.797, Loss:  0.413
Epoch  11 Batch  154/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.403
Epoch  11 Batch  155/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.807, Loss:  0.396
Epoch  11 Batch  156/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.815, Loss:  0.380
Epoch  11 Batch  157/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.816, Loss:  0.391
Epoch  11 Batch  158/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.812, Loss:  0.393
Epoch  11 Batch  159/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.814, Loss:  0.361
Epoch  11 Batch  160/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.814, Loss:  0.374
Epoch  11 Batch  161/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.816, Loss:  0.415
Epoch  11 Batch  162/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.816, Loss:  0.424
Epoch  11 Batch  163/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.811, Loss:  0.424
Epoch  11 Batch  164/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.814, Loss:  0.400
Epoch  11 Batch  165/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.809, Loss:  0.380
Epoch  11 Batch  166/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.807, Loss:  0.392
Epoch  11 Batch  167/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.805, Loss:  0.410
Epoch  11 Batch  168/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.802, Loss:  0.418
Epoch  11 Batch  169/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.794, Loss:  0.409
Epoch  11 Batch  170/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.789, Loss:  0.406
Epoch  11 Batch  171/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.790, Loss:  0.386
Epoch  11 Batch  172/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.787, Loss:  0.366
Epoch  11 Batch  173/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.786, Loss:  0.402
Epoch  11 Batch  174/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.786, Loss:  0.374
Epoch  11 Batch  175/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.793, Loss:  0.380
Epoch  11 Batch  176/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.794, Loss:  0.396
Epoch  11 Batch  177/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.789, Loss:  0.407
Epoch  11 Batch  178/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.790, Loss:  0.387
Epoch  11 Batch  179/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.798, Loss:  0.400
Epoch  11 Batch  180/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.800, Loss:  0.390
Epoch  11 Batch  181/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.804, Loss:  0.421
Epoch  11 Batch  182/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.809, Loss:  0.383
Epoch  11 Batch  183/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.810, Loss:  0.403
Epoch  11 Batch  184/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.813, Loss:  0.370
Epoch  11 Batch  185/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.809, Loss:  0.413
Epoch  11 Batch  186/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.802, Loss:  0.411
Epoch  11 Batch  187/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.801, Loss:  0.377
Epoch  11 Batch  188/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.804, Loss:  0.401
Epoch  11 Batch  189/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.804, Loss:  0.395
Epoch  11 Batch  190/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.385
Epoch  11 Batch  191/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.805, Loss:  0.352
Epoch  11 Batch  192/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.806, Loss:  0.427
Epoch  11 Batch  193/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.809, Loss:  0.391
Epoch  11 Batch  194/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.811, Loss:  0.356
Epoch  11 Batch  195/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.814, Loss:  0.385
Epoch  11 Batch  196/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.815, Loss:  0.396
Epoch  11 Batch  197/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.815, Loss:  0.387
Epoch  11 Batch  198/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.814, Loss:  0.385
Epoch  11 Batch  199/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.809, Loss:  0.371
Epoch  11 Batch  200/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.807, Loss:  0.396
Epoch  11 Batch  201/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.808, Loss:  0.367
Epoch  11 Batch  202/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.803, Loss:  0.406
Epoch  11 Batch  203/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.800, Loss:  0.394
Epoch  11 Batch  204/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.798, Loss:  0.410
Epoch  11 Batch  205/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.810, Loss:  0.410
Epoch  11 Batch  206/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.805, Loss:  0.396
Epoch  11 Batch  207/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.799, Loss:  0.398
Epoch  11 Batch  208/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.800, Loss:  0.385
Epoch  11 Batch  209/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.794, Loss:  0.353
Epoch  11 Batch  210/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.800, Loss:  0.395
Epoch  11 Batch  211/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.797, Loss:  0.389
Epoch  11 Batch  212/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.794, Loss:  0.364
Epoch  11 Batch  213/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.791, Loss:  0.358
Epoch  11 Batch  214/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.797, Loss:  0.380
Epoch  11 Batch  215/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.797, Loss:  0.401
Epoch  11 Batch  216/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.806, Loss:  0.412
Epoch  11 Batch  217/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.800, Loss:  0.375
Epoch  11 Batch  218/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.794, Loss:  0.410
Epoch  11 Batch  219/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.795, Loss:  0.408
Epoch  11 Batch  220/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.799, Loss:  0.383
Epoch  11 Batch  221/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.797, Loss:  0.389
Epoch  11 Batch  222/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.797, Loss:  0.405
Epoch  11 Batch  223/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.797, Loss:  0.345
Epoch  11 Batch  224/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.795, Loss:  0.385
Epoch  11 Batch  225/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.795, Loss:  0.390
Epoch  11 Batch  226/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.801, Loss:  0.380
Epoch  11 Batch  227/1077 - Train Accuracy:  0.769, Validation Accuracy:  0.806, Loss:  0.439
Epoch  11 Batch  228/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.808, Loss:  0.381
Epoch  11 Batch  229/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.810, Loss:  0.409
Epoch  11 Batch  230/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.811, Loss:  0.360
Epoch  11 Batch  231/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.812, Loss:  0.401
Epoch  11 Batch  232/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.819, Loss:  0.394
Epoch  11 Batch  233/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.445
Epoch  11 Batch  234/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.818, Loss:  0.400
Epoch  11 Batch  235/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.813, Loss:  0.368
Epoch  11 Batch  236/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.812, Loss:  0.390
Epoch  11 Batch  237/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.813, Loss:  0.357
Epoch  11 Batch  238/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.813, Loss:  0.396
Epoch  11 Batch  239/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.809, Loss:  0.351
Epoch  11 Batch  240/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.806, Loss:  0.368
Epoch  11 Batch  241/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.806, Loss:  0.356
Epoch  11 Batch  242/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.814, Loss:  0.376
Epoch  11 Batch  243/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.815, Loss:  0.410
Epoch  11 Batch  244/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.814, Loss:  0.384
Epoch  11 Batch  245/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.810, Loss:  0.349
Epoch  11 Batch  246/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.811, Loss:  0.375
Epoch  11 Batch  247/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.816, Loss:  0.370
Epoch  11 Batch  248/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.821, Loss:  0.370
Epoch  11 Batch  249/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.822, Loss:  0.373
Epoch  11 Batch  250/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.822, Loss:  0.368
Epoch  11 Batch  251/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.820, Loss:  0.390
Epoch  11 Batch  252/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.828, Loss:  0.364
Epoch  11 Batch  253/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.830, Loss:  0.389
Epoch  11 Batch  254/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.828, Loss:  0.392
Epoch  11 Batch  255/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.828, Loss:  0.394
Epoch  11 Batch  256/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.828, Loss:  0.412
Epoch  11 Batch  257/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.828, Loss:  0.376
Epoch  11 Batch  258/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.367
Epoch  11 Batch  259/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.379
Epoch  11 Batch  260/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.811, Loss:  0.372
Epoch  11 Batch  261/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.810, Loss:  0.372
Epoch  11 Batch  262/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.390
Epoch  11 Batch  263/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.803, Loss:  0.375
Epoch  11 Batch  264/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.798, Loss:  0.401
Epoch  11 Batch  265/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.792, Loss:  0.409
Epoch  11 Batch  266/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.792, Loss:  0.395
Epoch  11 Batch  267/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.799, Loss:  0.376
Epoch  11 Batch  268/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.795, Loss:  0.390
Epoch  11 Batch  269/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.797, Loss:  0.424
Epoch  11 Batch  270/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.793, Loss:  0.423
Epoch  11 Batch  271/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.788, Loss:  0.371
Epoch  11 Batch  272/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.788, Loss:  0.443
Epoch  11 Batch  273/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.782, Loss:  0.368
Epoch  11 Batch  274/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.781, Loss:  0.382
Epoch  11 Batch  275/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.785, Loss:  0.403
Epoch  11 Batch  276/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.779, Loss:  0.431
Epoch  11 Batch  277/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.771, Loss:  0.360
Epoch  11 Batch  278/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.772, Loss:  0.424
Epoch  11 Batch  279/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.769, Loss:  0.441
Epoch  11 Batch  280/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.771, Loss:  0.416
Epoch  11 Batch  281/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.788, Loss:  0.402
Epoch  11 Batch  282/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.789, Loss:  0.432
Epoch  11 Batch  283/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.786, Loss:  0.396
Epoch  11 Batch  284/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.801, Loss:  0.423
Epoch  11 Batch  285/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.799, Loss:  0.383
Epoch  11 Batch  286/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.801, Loss:  0.364
Epoch  11 Batch  287/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.801, Loss:  0.397
Epoch  11 Batch  288/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.804, Loss:  0.426
Epoch  11 Batch  289/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.808, Loss:  0.390
Epoch  11 Batch  290/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.803, Loss:  0.440
Epoch  11 Batch  291/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.804, Loss:  0.385
Epoch  11 Batch  292/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.805, Loss:  0.374
Epoch  11 Batch  293/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.798, Loss:  0.419
Epoch  11 Batch  294/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.796, Loss:  0.388
Epoch  11 Batch  295/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.795, Loss:  0.408
Epoch  11 Batch  296/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.793, Loss:  0.377
Epoch  11 Batch  297/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.797, Loss:  0.420
Epoch  11 Batch  298/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.793, Loss:  0.417
Epoch  11 Batch  299/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.789, Loss:  0.361
Epoch  11 Batch  300/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.788, Loss:  0.407
Epoch  11 Batch  301/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.789, Loss:  0.375
Epoch  11 Batch  302/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.788, Loss:  0.395
Epoch  11 Batch  303/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.795, Loss:  0.418
Epoch  11 Batch  304/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.802, Loss:  0.359
Epoch  11 Batch  305/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.811, Loss:  0.384
Epoch  11 Batch  306/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.389
Epoch  11 Batch  307/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.809, Loss:  0.387
Epoch  11 Batch  308/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.810, Loss:  0.422
Epoch  11 Batch  309/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.811, Loss:  0.350
Epoch  11 Batch  310/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.808, Loss:  0.396
Epoch  11 Batch  311/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.808, Loss:  0.360
Epoch  11 Batch  312/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.808, Loss:  0.423
Epoch  11 Batch  313/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.810, Loss:  0.381
Epoch  11 Batch  314/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.803, Loss:  0.392
Epoch  11 Batch  315/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.806, Loss:  0.383
Epoch  11 Batch  316/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.803, Loss:  0.366
Epoch  11 Batch  317/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.798, Loss:  0.433
Epoch  11 Batch  318/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.797, Loss:  0.392
Epoch  11 Batch  319/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.798, Loss:  0.398
Epoch  11 Batch  320/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.799, Loss:  0.387
Epoch  11 Batch  321/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.808, Loss:  0.402
Epoch  11 Batch  322/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.371
Epoch  11 Batch  323/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.382
Epoch  11 Batch  324/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.803, Loss:  0.393
Epoch  11 Batch  325/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.807, Loss:  0.368
Epoch  11 Batch  326/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.802, Loss:  0.374
Epoch  11 Batch  327/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.799, Loss:  0.417
Epoch  11 Batch  328/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.794, Loss:  0.399
Epoch  11 Batch  329/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.793, Loss:  0.419
Epoch  11 Batch  330/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.798, Loss:  0.390
Epoch  11 Batch  331/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.806, Loss:  0.408
Epoch  11 Batch  332/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.806, Loss:  0.343
Epoch  11 Batch  333/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.802, Loss:  0.403
Epoch  11 Batch  334/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.797, Loss:  0.388
Epoch  11 Batch  335/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.355
Epoch  11 Batch  336/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.820, Loss:  0.413
Epoch  11 Batch  337/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.818, Loss:  0.419
Epoch  11 Batch  338/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.817, Loss:  0.416
Epoch  11 Batch  339/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.818, Loss:  0.384
Epoch  11 Batch  340/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.815, Loss:  0.408
Epoch  11 Batch  341/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.420
Epoch  11 Batch  342/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.812, Loss:  0.384
Epoch  11 Batch  343/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.812, Loss:  0.386
Epoch  11 Batch  344/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.813, Loss:  0.377
Epoch  11 Batch  345/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.817, Loss:  0.380
Epoch  11 Batch  346/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.812, Loss:  0.398
Epoch  11 Batch  347/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.808, Loss:  0.365
Epoch  11 Batch  348/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.800, Loss:  0.367
Epoch  11 Batch  349/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.795, Loss:  0.388
Epoch  11 Batch  350/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.797, Loss:  0.403
Epoch  11 Batch  351/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.793, Loss:  0.407
Epoch  11 Batch  352/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.797, Loss:  0.410
Epoch  11 Batch  353/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.789, Loss:  0.424
Epoch  11 Batch  354/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.797, Loss:  0.423
Epoch  11 Batch  355/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.797, Loss:  0.387
Epoch  11 Batch  356/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.790, Loss:  0.396
Epoch  11 Batch  357/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.791, Loss:  0.374
Epoch  11 Batch  358/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.794, Loss:  0.400
Epoch  11 Batch  359/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.796, Loss:  0.398
Epoch  11 Batch  360/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.800, Loss:  0.384
Epoch  11 Batch  361/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.814, Loss:  0.401
Epoch  11 Batch  362/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.805, Loss:  0.400
Epoch  11 Batch  363/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.810, Loss:  0.419
Epoch  11 Batch  364/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.810, Loss:  0.419
Epoch  11 Batch  365/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.801, Loss:  0.364
Epoch  11 Batch  366/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.801, Loss:  0.388
Epoch  11 Batch  367/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.797, Loss:  0.360
Epoch  11 Batch  368/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.801, Loss:  0.392
Epoch  11 Batch  369/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.812, Loss:  0.364
Epoch  11 Batch  370/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.815, Loss:  0.378
Epoch  11 Batch  371/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.818, Loss:  0.382
Epoch  11 Batch  372/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.814, Loss:  0.356
Epoch  11 Batch  373/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.359
Epoch  11 Batch  374/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.806, Loss:  0.424
Epoch  11 Batch  375/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.806, Loss:  0.386
Epoch  11 Batch  376/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.800, Loss:  0.396
Epoch  11 Batch  377/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.804, Loss:  0.397
Epoch  11 Batch  378/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.803, Loss:  0.362
Epoch  11 Batch  379/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.810, Loss:  0.406
Epoch  11 Batch  380/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.815, Loss:  0.366
Epoch  11 Batch  381/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.816, Loss:  0.413
Epoch  11 Batch  382/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.814, Loss:  0.424
Epoch  11 Batch  383/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.819, Loss:  0.397
Epoch  11 Batch  384/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.400
Epoch  11 Batch  385/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.824, Loss:  0.399
Epoch  11 Batch  386/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.820, Loss:  0.390
Epoch  11 Batch  387/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.821, Loss:  0.377
Epoch  11 Batch  388/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.821, Loss:  0.394
Epoch  11 Batch  389/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.821, Loss:  0.390
Epoch  11 Batch  390/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.821, Loss:  0.435
Epoch  11 Batch  391/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.803, Loss:  0.388
Epoch  11 Batch  392/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.797, Loss:  0.369
Epoch  11 Batch  393/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.798, Loss:  0.350
Epoch  11 Batch  394/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.791, Loss:  0.405
Epoch  11 Batch  395/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.788, Loss:  0.354
Epoch  11 Batch  396/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.791, Loss:  0.400
Epoch  11 Batch  397/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.791, Loss:  0.382
Epoch  11 Batch  398/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.788, Loss:  0.395
Epoch  11 Batch  399/1077 - Train Accuracy:  0.763, Validation Accuracy:  0.783, Loss:  0.405
Epoch  11 Batch  400/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.783, Loss:  0.410
Epoch  11 Batch  401/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.777, Loss:  0.386
Epoch  11 Batch  402/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.780, Loss:  0.375
Epoch  11 Batch  403/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.788, Loss:  0.427
Epoch  11 Batch  404/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.788, Loss:  0.352
Epoch  11 Batch  405/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.806, Loss:  0.407
Epoch  11 Batch  406/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.810, Loss:  0.368
Epoch  11 Batch  407/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.816, Loss:  0.410
Epoch  11 Batch  408/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.816, Loss:  0.413
Epoch  11 Batch  409/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.422
Epoch  11 Batch  410/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.820, Loss:  0.409
Epoch  11 Batch  411/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.816, Loss:  0.399
Epoch  11 Batch  412/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.372
Epoch  11 Batch  413/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.392
Epoch  11 Batch  414/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.813, Loss:  0.410
Epoch  11 Batch  415/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.810, Loss:  0.397
Epoch  11 Batch  416/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.802, Loss:  0.362
Epoch  11 Batch  417/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.808, Loss:  0.415
Epoch  11 Batch  418/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.800, Loss:  0.383
Epoch  11 Batch  419/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.796, Loss:  0.396
Epoch  11 Batch  420/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.797, Loss:  0.365
Epoch  11 Batch  421/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.798, Loss:  0.419
Epoch  11 Batch  422/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.367
Epoch  11 Batch  423/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.799, Loss:  0.381
Epoch  11 Batch  424/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.800, Loss:  0.390
Epoch  11 Batch  425/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.800, Loss:  0.370
Epoch  11 Batch  426/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.800, Loss:  0.406
Epoch  11 Batch  427/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.804, Loss:  0.385
Epoch  11 Batch  428/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.802, Loss:  0.378
Epoch  11 Batch  429/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.804, Loss:  0.388
Epoch  11 Batch  430/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.803, Loss:  0.372
Epoch  11 Batch  431/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.807, Loss:  0.381
Epoch  11 Batch  432/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.806, Loss:  0.384
Epoch  11 Batch  433/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.806, Loss:  0.387
Epoch  11 Batch  434/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.806, Loss:  0.380
Epoch  11 Batch  435/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.807, Loss:  0.424
Epoch  11 Batch  436/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.803, Loss:  0.381
Epoch  11 Batch  437/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.805, Loss:  0.394
Epoch  11 Batch  438/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.802, Loss:  0.381
Epoch  11 Batch  439/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.807, Loss:  0.405
Epoch  11 Batch  440/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.804, Loss:  0.396
Epoch  11 Batch  441/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.802, Loss:  0.380
Epoch  11 Batch  442/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.804, Loss:  0.368
Epoch  11 Batch  443/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.805, Loss:  0.386
Epoch  11 Batch  444/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.800, Loss:  0.387
Epoch  11 Batch  445/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.802, Loss:  0.393
Epoch  11 Batch  446/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.802, Loss:  0.335
Epoch  11 Batch  447/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.811, Loss:  0.421
Epoch  11 Batch  448/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.803, Loss:  0.413
Epoch  11 Batch  449/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.801, Loss:  0.414
Epoch  11 Batch  450/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.794, Loss:  0.407
Epoch  11 Batch  451/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.797, Loss:  0.360
Epoch  11 Batch  452/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.797, Loss:  0.387
Epoch  11 Batch  453/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.787, Loss:  0.376
Epoch  11 Batch  454/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.792, Loss:  0.384
Epoch  11 Batch  455/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.801, Loss:  0.396
Epoch  11 Batch  456/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.800, Loss:  0.390
Epoch  11 Batch  457/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.804, Loss:  0.366
Epoch  11 Batch  458/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.795, Loss:  0.412
Epoch  11 Batch  459/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.796, Loss:  0.390
Epoch  11 Batch  460/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.792, Loss:  0.393
Epoch  11 Batch  461/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.793, Loss:  0.375
Epoch  11 Batch  462/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.792, Loss:  0.380
Epoch  11 Batch  463/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.795, Loss:  0.396
Epoch  11 Batch  464/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.796, Loss:  0.376
Epoch  11 Batch  465/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.793, Loss:  0.428
Epoch  11 Batch  466/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.795, Loss:  0.369
Epoch  11 Batch  467/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.794, Loss:  0.379
Epoch  11 Batch  468/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.794, Loss:  0.401
Epoch  11 Batch  469/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.794, Loss:  0.387
Epoch  11 Batch  470/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.794, Loss:  0.407
Epoch  11 Batch  471/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.795, Loss:  0.367
Epoch  11 Batch  472/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.795, Loss:  0.378
Epoch  11 Batch  473/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.794, Loss:  0.391
Epoch  11 Batch  474/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.793, Loss:  0.398
Epoch  11 Batch  475/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.794, Loss:  0.381
Epoch  11 Batch  476/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.792, Loss:  0.392
Epoch  11 Batch  477/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.792, Loss:  0.377
Epoch  11 Batch  478/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.794, Loss:  0.406
Epoch  11 Batch  479/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.798, Loss:  0.403
Epoch  11 Batch  480/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.795, Loss:  0.391
Epoch  11 Batch  481/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.800, Loss:  0.378
Epoch  11 Batch  482/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.805, Loss:  0.425
Epoch  11 Batch  483/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.801, Loss:  0.398
Epoch  11 Batch  484/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.803, Loss:  0.403
Epoch  11 Batch  485/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.804, Loss:  0.412
Epoch  11 Batch  486/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.803, Loss:  0.375
Epoch  11 Batch  487/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.802, Loss:  0.389
Epoch  11 Batch  488/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.809, Loss:  0.398
Epoch  11 Batch  489/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.814, Loss:  0.371
Epoch  11 Batch  490/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.808, Loss:  0.402
Epoch  11 Batch  491/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.799, Loss:  0.372
Epoch  11 Batch  492/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.803, Loss:  0.405
Epoch  11 Batch  493/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.800, Loss:  0.357
Epoch  11 Batch  494/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.800, Loss:  0.379
Epoch  11 Batch  495/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.796, Loss:  0.376
Epoch  11 Batch  496/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.801, Loss:  0.388
Epoch  11 Batch  497/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.796, Loss:  0.428
Epoch  11 Batch  498/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.798, Loss:  0.385
Epoch  11 Batch  499/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.800, Loss:  0.371
Epoch  11 Batch  500/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.800, Loss:  0.371
Epoch  11 Batch  501/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.801, Loss:  0.400
Epoch  11 Batch  502/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.800, Loss:  0.399
Epoch  11 Batch  503/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.803, Loss:  0.387
Epoch  11 Batch  504/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.802, Loss:  0.403
Epoch  11 Batch  505/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.801, Loss:  0.341
Epoch  11 Batch  506/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.803, Loss:  0.401
Epoch  11 Batch  507/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.801, Loss:  0.399
Epoch  11 Batch  508/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.809, Loss:  0.379
Epoch  11 Batch  509/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.813, Loss:  0.420
Epoch  11 Batch  510/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.807, Loss:  0.397
Epoch  11 Batch  511/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.811, Loss:  0.406
Epoch  11 Batch  512/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.812, Loss:  0.383
Epoch  11 Batch  513/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.814, Loss:  0.404
Epoch  11 Batch  514/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.818, Loss:  0.388
Epoch  11 Batch  515/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.815, Loss:  0.393
Epoch  11 Batch  516/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.814, Loss:  0.355
Epoch  11 Batch  517/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.811, Loss:  0.381
Epoch  11 Batch  518/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.805, Loss:  0.358
Epoch  11 Batch  519/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.800, Loss:  0.400
Epoch  11 Batch  520/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.798, Loss:  0.366
Epoch  11 Batch  521/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.799, Loss:  0.384
Epoch  11 Batch  522/1077 - Train Accuracy:  0.767, Validation Accuracy:  0.798, Loss:  0.414
Epoch  11 Batch  523/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.798, Loss:  0.402
Epoch  11 Batch  524/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.389
Epoch  11 Batch  525/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.801, Loss:  0.396
Epoch  11 Batch  526/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.795, Loss:  0.404
Epoch  11 Batch  527/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.795, Loss:  0.384
Epoch  11 Batch  528/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.802, Loss:  0.404
Epoch  11 Batch  529/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.794, Loss:  0.351
Epoch  11 Batch  530/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.802, Loss:  0.396
Epoch  11 Batch  531/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.804, Loss:  0.375
Epoch  11 Batch  532/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.807, Loss:  0.410
Epoch  11 Batch  533/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.804, Loss:  0.397
Epoch  11 Batch  534/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.802, Loss:  0.406
Epoch  11 Batch  535/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.808, Loss:  0.383
Epoch  11 Batch  536/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.813, Loss:  0.369
Epoch  11 Batch  537/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.808, Loss:  0.394
Epoch  11 Batch  538/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.806, Loss:  0.364
Epoch  11 Batch  539/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.800, Loss:  0.405
Epoch  11 Batch  540/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.798, Loss:  0.356
Epoch  11 Batch  541/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.805, Loss:  0.391
Epoch  11 Batch  542/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.805, Loss:  0.400
Epoch  11 Batch  543/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.805, Loss:  0.399
Epoch  11 Batch  544/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.800, Loss:  0.384
Epoch  11 Batch  545/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.409
Epoch  11 Batch  546/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.792, Loss:  0.409
Epoch  11 Batch  547/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.791, Loss:  0.381
Epoch  11 Batch  548/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.792, Loss:  0.397
Epoch  11 Batch  549/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.797, Loss:  0.434
Epoch  11 Batch  550/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.797, Loss:  0.427
Epoch  11 Batch  551/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.799, Loss:  0.408
Epoch  11 Batch  552/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.799, Loss:  0.401
Epoch  11 Batch  553/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.416
Epoch  11 Batch  554/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.804, Loss:  0.406
Epoch  11 Batch  555/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.803, Loss:  0.371
Epoch  11 Batch  556/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.803, Loss:  0.378
Epoch  11 Batch  557/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.798, Loss:  0.368
Epoch  11 Batch  558/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.799, Loss:  0.382
Epoch  11 Batch  559/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.803, Loss:  0.408
Epoch  11 Batch  560/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.799, Loss:  0.384
Epoch  11 Batch  561/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.795, Loss:  0.377
Epoch  11 Batch  562/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.794, Loss:  0.366
Epoch  11 Batch  563/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.795, Loss:  0.398
Epoch  11 Batch  564/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.795, Loss:  0.407
Epoch  11 Batch  565/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.801, Loss:  0.407
Epoch  11 Batch  566/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.793, Loss:  0.420
Epoch  11 Batch  567/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.788, Loss:  0.405
Epoch  11 Batch  568/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.789, Loss:  0.381
Epoch  11 Batch  569/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.786, Loss:  0.398
Epoch  11 Batch  570/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.782, Loss:  0.422
Epoch  11 Batch  571/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.788, Loss:  0.362
Epoch  11 Batch  572/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.786, Loss:  0.363
Epoch  11 Batch  573/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.788, Loss:  0.405
Epoch  11 Batch  574/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.786, Loss:  0.396
Epoch  11 Batch  575/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.785, Loss:  0.398
Epoch  11 Batch  576/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.784, Loss:  0.394
Epoch  11 Batch  577/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.778, Loss:  0.416
Epoch  11 Batch  578/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.771, Loss:  0.390
Epoch  11 Batch  579/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.777, Loss:  0.393
Epoch  11 Batch  580/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.780, Loss:  0.349
Epoch  11 Batch  581/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.781, Loss:  0.371
Epoch  11 Batch  582/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.776, Loss:  0.392
Epoch  11 Batch  583/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.775, Loss:  0.394
Epoch  11 Batch  584/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.778, Loss:  0.397
Epoch  11 Batch  585/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.779, Loss:  0.352
Epoch  11 Batch  586/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.777, Loss:  0.416
Epoch  11 Batch  587/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.784, Loss:  0.364
Epoch  11 Batch  588/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.798, Loss:  0.382
Epoch  11 Batch  589/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.798, Loss:  0.391
Epoch  11 Batch  590/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.799, Loss:  0.407
Epoch  11 Batch  591/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.789, Loss:  0.367
Epoch  11 Batch  592/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.783, Loss:  0.394
Epoch  11 Batch  593/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.783, Loss:  0.393
Epoch  11 Batch  594/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.784, Loss:  0.399
Epoch  11 Batch  595/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.783, Loss:  0.401
Epoch  11 Batch  596/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.785, Loss:  0.401
Epoch  11 Batch  597/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.784, Loss:  0.389
Epoch  11 Batch  598/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.793, Loss:  0.379
Epoch  11 Batch  599/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.794, Loss:  0.435
Epoch  11 Batch  600/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.797, Loss:  0.378
Epoch  11 Batch  601/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.793, Loss:  0.363
Epoch  11 Batch  602/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.786, Loss:  0.378
Epoch  11 Batch  603/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.794, Loss:  0.387
Epoch  11 Batch  604/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.797, Loss:  0.403
Epoch  11 Batch  605/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.430
Epoch  11 Batch  606/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.795, Loss:  0.368
Epoch  11 Batch  607/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.805, Loss:  0.366
Epoch  11 Batch  608/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.805, Loss:  0.408
Epoch  11 Batch  609/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.801, Loss:  0.416
Epoch  11 Batch  610/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.801, Loss:  0.413
Epoch  11 Batch  611/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.798, Loss:  0.404
Epoch  11 Batch  612/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.798, Loss:  0.366
Epoch  11 Batch  613/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.795, Loss:  0.403
Epoch  11 Batch  614/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.786, Loss:  0.361
Epoch  11 Batch  615/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.790, Loss:  0.382
Epoch  11 Batch  616/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.791, Loss:  0.414
Epoch  11 Batch  617/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.791, Loss:  0.381
Epoch  11 Batch  618/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.800, Loss:  0.396
Epoch  11 Batch  619/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.804, Loss:  0.381
Epoch  11 Batch  620/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.799, Loss:  0.383
Epoch  11 Batch  621/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.792, Loss:  0.387
Epoch  11 Batch  622/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.794, Loss:  0.410
Epoch  11 Batch  623/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.795, Loss:  0.410
Epoch  11 Batch  624/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.785, Loss:  0.361
Epoch  11 Batch  625/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.795, Loss:  0.380
Epoch  11 Batch  626/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.802, Loss:  0.328
Epoch  11 Batch  627/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.809, Loss:  0.380
Epoch  11 Batch  628/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.810, Loss:  0.406
Epoch  11 Batch  629/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.806, Loss:  0.410
Epoch  11 Batch  630/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.806, Loss:  0.375
Epoch  11 Batch  631/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.804, Loss:  0.367
Epoch  11 Batch  632/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.805, Loss:  0.383
Epoch  11 Batch  633/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.805, Loss:  0.395
Epoch  11 Batch  634/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.804, Loss:  0.339
Epoch  11 Batch  635/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.808, Loss:  0.423
Epoch  11 Batch  636/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.796, Loss:  0.379
Epoch  11 Batch  637/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.799, Loss:  0.401
Epoch  11 Batch  638/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.798, Loss:  0.382
Epoch  11 Batch  639/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.801, Loss:  0.386
Epoch  11 Batch  640/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.795, Loss:  0.367
Epoch  11 Batch  641/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.793, Loss:  0.369
Epoch  11 Batch  642/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.794, Loss:  0.401
Epoch  11 Batch  643/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.800, Loss:  0.361
Epoch  11 Batch  644/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.800, Loss:  0.369
Epoch  11 Batch  645/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.804, Loss:  0.373
Epoch  11 Batch  646/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.807, Loss:  0.375
Epoch  11 Batch  647/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.810, Loss:  0.375
Epoch  11 Batch  648/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.816, Loss:  0.361
Epoch  11 Batch  649/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.821, Loss:  0.396
Epoch  11 Batch  650/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.820, Loss:  0.402
Epoch  11 Batch  651/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.820, Loss:  0.374
Epoch  11 Batch  652/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.818, Loss:  0.410
Epoch  11 Batch  653/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.816, Loss:  0.386
Epoch  11 Batch  654/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.817, Loss:  0.377
Epoch  11 Batch  655/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.817, Loss:  0.406
Epoch  11 Batch  656/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.817, Loss:  0.380
Epoch  11 Batch  657/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.818, Loss:  0.402
Epoch  11 Batch  658/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.816, Loss:  0.377
Epoch  11 Batch  659/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.389
Epoch  11 Batch  660/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.388
Epoch  11 Batch  661/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.815, Loss:  0.345
Epoch  11 Batch  662/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.815, Loss:  0.350
Epoch  11 Batch  663/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.814, Loss:  0.358
Epoch  11 Batch  664/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.812, Loss:  0.373
Epoch  11 Batch  665/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.812, Loss:  0.390
Epoch  11 Batch  666/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.807, Loss:  0.418
Epoch  11 Batch  667/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.803, Loss:  0.415
Epoch  11 Batch  668/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.374
Epoch  11 Batch  669/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.799, Loss:  0.360
Epoch  11 Batch  670/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.790, Loss:  0.344
Epoch  11 Batch  671/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.792, Loss:  0.398
Epoch  11 Batch  672/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.797, Loss:  0.381
Epoch  11 Batch  673/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.788, Loss:  0.360
Epoch  11 Batch  674/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.789, Loss:  0.379
Epoch  11 Batch  675/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.784, Loss:  0.387
Epoch  11 Batch  676/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.791, Loss:  0.368
Epoch  11 Batch  677/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.787, Loss:  0.422
Epoch  11 Batch  678/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.804, Loss:  0.372
Epoch  11 Batch  679/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.808, Loss:  0.395
Epoch  11 Batch  680/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.808, Loss:  0.360
Epoch  11 Batch  681/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.806, Loss:  0.403
Epoch  11 Batch  682/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.802, Loss:  0.388
Epoch  11 Batch  683/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.798, Loss:  0.382
Epoch  11 Batch  684/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.799, Loss:  0.367
Epoch  11 Batch  685/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.795, Loss:  0.414
Epoch  11 Batch  686/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.799, Loss:  0.357
Epoch  11 Batch  687/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.795, Loss:  0.416
Epoch  11 Batch  688/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.797, Loss:  0.369
Epoch  11 Batch  689/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.801, Loss:  0.360
Epoch  11 Batch  690/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.801, Loss:  0.379
Epoch  11 Batch  691/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.802, Loss:  0.412
Epoch  11 Batch  692/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.802, Loss:  0.369
Epoch  11 Batch  693/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.800, Loss:  0.436
Epoch  11 Batch  694/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.799, Loss:  0.400
Epoch  11 Batch  695/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.805, Loss:  0.362
Epoch  11 Batch  696/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.802, Loss:  0.421
Epoch  11 Batch  697/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.800, Loss:  0.380
Epoch  11 Batch  698/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.805, Loss:  0.374
Epoch  11 Batch  699/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.810, Loss:  0.398
Epoch  11 Batch  700/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.814, Loss:  0.358
Epoch  11 Batch  701/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.393
Epoch  11 Batch  702/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.799, Loss:  0.386
Epoch  11 Batch  703/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.808, Loss:  0.399
Epoch  11 Batch  704/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.805, Loss:  0.406
Epoch  11 Batch  705/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.811, Loss:  0.413
Epoch  11 Batch  706/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.821, Loss:  0.409
Epoch  11 Batch  707/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.373
Epoch  11 Batch  708/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.817, Loss:  0.385
Epoch  11 Batch  709/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.816, Loss:  0.418
Epoch  11 Batch  710/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.820, Loss:  0.380
Epoch  11 Batch  711/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.819, Loss:  0.418
Epoch  11 Batch  712/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.818, Loss:  0.392
Epoch  11 Batch  713/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.358
Epoch  11 Batch  714/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.814, Loss:  0.380
Epoch  11 Batch  715/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.815, Loss:  0.411
Epoch  11 Batch  716/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.800, Loss:  0.370
Epoch  11 Batch  717/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.794, Loss:  0.397
Epoch  11 Batch  718/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.799, Loss:  0.404
Epoch  11 Batch  719/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.798, Loss:  0.359
Epoch  11 Batch  720/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.799, Loss:  0.414
Epoch  11 Batch  721/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.798, Loss:  0.390
Epoch  11 Batch  722/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.795, Loss:  0.385
Epoch  11 Batch  723/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.792, Loss:  0.381
Epoch  11 Batch  724/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.795, Loss:  0.421
Epoch  11 Batch  725/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.795, Loss:  0.357
Epoch  11 Batch  726/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.793, Loss:  0.367
Epoch  11 Batch  727/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.796, Loss:  0.339
Epoch  11 Batch  728/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.800, Loss:  0.399
Epoch  11 Batch  729/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.804, Loss:  0.411
Epoch  11 Batch  730/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.808, Loss:  0.389
Epoch  11 Batch  731/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.810, Loss:  0.392
Epoch  11 Batch  732/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.809, Loss:  0.414
Epoch  11 Batch  733/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.815, Loss:  0.382
Epoch  11 Batch  734/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.817, Loss:  0.409
Epoch  11 Batch  735/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.814, Loss:  0.373
Epoch  11 Batch  736/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.368
Epoch  11 Batch  737/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.811, Loss:  0.422
Epoch  11 Batch  738/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.816, Loss:  0.339
Epoch  11 Batch  739/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.814, Loss:  0.367
Epoch  11 Batch  740/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.809, Loss:  0.373
Epoch  11 Batch  741/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.805, Loss:  0.396
Epoch  11 Batch  742/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.810, Loss:  0.396
Epoch  11 Batch  743/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.807, Loss:  0.411
Epoch  11 Batch  744/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.807, Loss:  0.364
Epoch  11 Batch  745/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.805, Loss:  0.401
Epoch  11 Batch  746/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.799, Loss:  0.376
Epoch  11 Batch  747/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.803, Loss:  0.351
Epoch  11 Batch  748/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.803, Loss:  0.365
Epoch  11 Batch  749/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.800, Loss:  0.379
Epoch  11 Batch  750/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.800, Loss:  0.363
Epoch  11 Batch  751/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.805, Loss:  0.371
Epoch  11 Batch  752/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.794, Loss:  0.341
Epoch  11 Batch  753/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.800, Loss:  0.357
Epoch  11 Batch  754/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.808, Loss:  0.400
Epoch  11 Batch  755/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.800, Loss:  0.385
Epoch  11 Batch  756/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.802, Loss:  0.365
Epoch  11 Batch  757/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.798, Loss:  0.382
Epoch  11 Batch  758/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.797, Loss:  0.346
Epoch  11 Batch  759/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.801, Loss:  0.332
Epoch  11 Batch  760/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.804, Loss:  0.409
Epoch  11 Batch  761/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.802, Loss:  0.393
Epoch  11 Batch  762/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.804, Loss:  0.359
Epoch  11 Batch  763/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.804, Loss:  0.363
Epoch  11 Batch  764/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.804, Loss:  0.394
Epoch  11 Batch  765/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.803, Loss:  0.370
Epoch  11 Batch  766/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.812, Loss:  0.404
Epoch  11 Batch  767/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.383
Epoch  11 Batch  768/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.810, Loss:  0.372
Epoch  11 Batch  769/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.809, Loss:  0.389
Epoch  11 Batch  770/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.805, Loss:  0.350
Epoch  11 Batch  771/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.806, Loss:  0.390
Epoch  11 Batch  772/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.803, Loss:  0.383
Epoch  11 Batch  773/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.807, Loss:  0.372
Epoch  11 Batch  774/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.810, Loss:  0.397
Epoch  11 Batch  775/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.813, Loss:  0.372
Epoch  11 Batch  776/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.814, Loss:  0.382
Epoch  11 Batch  777/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.823, Loss:  0.373
Epoch  11 Batch  778/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.365
Epoch  11 Batch  779/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.815, Loss:  0.374
Epoch  11 Batch  780/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.815, Loss:  0.413
Epoch  11 Batch  781/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.809, Loss:  0.357
Epoch  11 Batch  782/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.809, Loss:  0.372
Epoch  11 Batch  783/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.805, Loss:  0.383
Epoch  11 Batch  784/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.807, Loss:  0.368
Epoch  11 Batch  785/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.807, Loss:  0.349
Epoch  11 Batch  786/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.812, Loss:  0.371
Epoch  11 Batch  787/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.811, Loss:  0.372
Epoch  11 Batch  788/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.809, Loss:  0.361
Epoch  11 Batch  789/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.812, Loss:  0.385
Epoch  11 Batch  790/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.817, Loss:  0.408
Epoch  11 Batch  791/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.813, Loss:  0.400
Epoch  11 Batch  792/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.814, Loss:  0.381
Epoch  11 Batch  793/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.819, Loss:  0.379
Epoch  11 Batch  794/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.818, Loss:  0.381
Epoch  11 Batch  795/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.832, Loss:  0.398
Epoch  11 Batch  796/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.390
Epoch  11 Batch  797/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.820, Loss:  0.373
Epoch  11 Batch  798/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.810, Loss:  0.392
Epoch  11 Batch  799/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.805, Loss:  0.443
Epoch  11 Batch  800/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.806, Loss:  0.382
Epoch  11 Batch  801/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.805, Loss:  0.382
Epoch  11 Batch  802/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.805, Loss:  0.386
Epoch  11 Batch  803/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.808, Loss:  0.390
Epoch  11 Batch  804/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.803, Loss:  0.389
Epoch  11 Batch  805/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.789, Loss:  0.393
Epoch  11 Batch  806/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.788, Loss:  0.373
Epoch  11 Batch  807/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.792, Loss:  0.368
Epoch  11 Batch  808/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.794, Loss:  0.403
Epoch  11 Batch  809/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.791, Loss:  0.397
Epoch  11 Batch  810/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.788, Loss:  0.370
Epoch  11 Batch  811/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.787, Loss:  0.359
Epoch  11 Batch  812/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.787, Loss:  0.405
Epoch  11 Batch  813/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.794, Loss:  0.365
Epoch  11 Batch  814/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.798, Loss:  0.390
Epoch  11 Batch  815/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.798, Loss:  0.371
Epoch  11 Batch  816/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.797, Loss:  0.389
Epoch  11 Batch  817/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.799, Loss:  0.418
Epoch  11 Batch  818/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.796, Loss:  0.410
Epoch  11 Batch  819/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.797, Loss:  0.387
Epoch  11 Batch  820/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.805, Loss:  0.401
Epoch  11 Batch  821/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.389
Epoch  11 Batch  822/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.809, Loss:  0.398
Epoch  11 Batch  823/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.376
Epoch  11 Batch  824/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.812, Loss:  0.390
Epoch  11 Batch  825/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.811, Loss:  0.380
Epoch  11 Batch  826/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.814, Loss:  0.362
Epoch  11 Batch  827/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.816, Loss:  0.429
Epoch  11 Batch  828/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.824, Loss:  0.405
Epoch  11 Batch  829/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.818, Loss:  0.413
Epoch  11 Batch  830/1077 - Train Accuracy:  0.774, Validation Accuracy:  0.808, Loss:  0.390
Epoch  11 Batch  831/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.808, Loss:  0.400
Epoch  11 Batch  832/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.809, Loss:  0.384
Epoch  11 Batch  833/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.806, Loss:  0.374
Epoch  11 Batch  834/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.805, Loss:  0.368
Epoch  11 Batch  835/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.801, Loss:  0.397
Epoch  11 Batch  836/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.799, Loss:  0.404
Epoch  11 Batch  837/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.804, Loss:  0.422
Epoch  11 Batch  838/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.804, Loss:  0.381
Epoch  11 Batch  839/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.811, Loss:  0.368
Epoch  11 Batch  840/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.806, Loss:  0.372
Epoch  11 Batch  841/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.808, Loss:  0.391
Epoch  11 Batch  842/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.805, Loss:  0.376
Epoch  11 Batch  843/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.805, Loss:  0.379
Epoch  11 Batch  844/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.812, Loss:  0.368
Epoch  11 Batch  845/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.808, Loss:  0.364
Epoch  11 Batch  846/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.815, Loss:  0.374
Epoch  11 Batch  847/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.405
Epoch  11 Batch  848/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.814, Loss:  0.382
Epoch  11 Batch  849/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.811, Loss:  0.383
Epoch  11 Batch  850/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.811, Loss:  0.410
Epoch  11 Batch  851/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.358
Epoch  11 Batch  852/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.823, Loss:  0.396
Epoch  11 Batch  853/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.822, Loss:  0.357
Epoch  11 Batch  854/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.825, Loss:  0.408
Epoch  11 Batch  855/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.826, Loss:  0.392
Epoch  11 Batch  856/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.821, Loss:  0.395
Epoch  11 Batch  857/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.371
Epoch  11 Batch  858/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.810, Loss:  0.361
Epoch  11 Batch  859/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.810, Loss:  0.402
Epoch  11 Batch  860/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.810, Loss:  0.370
Epoch  11 Batch  861/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.810, Loss:  0.375
Epoch  11 Batch  862/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.809, Loss:  0.382
Epoch  11 Batch  863/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.359
Epoch  11 Batch  864/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.810, Loss:  0.366
Epoch  11 Batch  865/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.810, Loss:  0.358
Epoch  11 Batch  866/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.806, Loss:  0.375
Epoch  11 Batch  867/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.794, Loss:  0.436
Epoch  11 Batch  868/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.794, Loss:  0.371
Epoch  11 Batch  869/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.795, Loss:  0.391
Epoch  11 Batch  870/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.795, Loss:  0.404
Epoch  11 Batch  871/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.792, Loss:  0.375
Epoch  11 Batch  872/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.795, Loss:  0.357
Epoch  11 Batch  873/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.805, Loss:  0.393
Epoch  11 Batch  874/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.799, Loss:  0.419
Epoch  11 Batch  875/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.805, Loss:  0.394
Epoch  11 Batch  876/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.809, Loss:  0.386
Epoch  11 Batch  877/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.814, Loss:  0.379
Epoch  11 Batch  878/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.812, Loss:  0.384
Epoch  11 Batch  879/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.811, Loss:  0.362
Epoch  11 Batch  880/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.821, Loss:  0.375
Epoch  11 Batch  881/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.821, Loss:  0.404
Epoch  11 Batch  882/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.417
Epoch  11 Batch  883/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.811, Loss:  0.460
Epoch  11 Batch  884/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.380
Epoch  11 Batch  885/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.330
Epoch  11 Batch  886/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.815, Loss:  0.391
Epoch  11 Batch  887/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.388
Epoch  11 Batch  888/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.816, Loss:  0.362
Epoch  11 Batch  889/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.817, Loss:  0.393
Epoch  11 Batch  890/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.815, Loss:  0.348
Epoch  11 Batch  891/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.814, Loss:  0.413
Epoch  11 Batch  892/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.812, Loss:  0.360
Epoch  11 Batch  893/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.800, Loss:  0.386
Epoch  11 Batch  894/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.798, Loss:  0.358
Epoch  11 Batch  895/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.801, Loss:  0.378
Epoch  11 Batch  896/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.807, Loss:  0.414
Epoch  11 Batch  897/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.812, Loss:  0.341
Epoch  11 Batch  898/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.812, Loss:  0.368
Epoch  11 Batch  899/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.812, Loss:  0.378
Epoch  11 Batch  900/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.812, Loss:  0.408
Epoch  11 Batch  901/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.819, Loss:  0.400
Epoch  11 Batch  902/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.822, Loss:  0.397
Epoch  11 Batch  903/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.823, Loss:  0.376
Epoch  11 Batch  904/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.815, Loss:  0.387
Epoch  11 Batch  905/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.824, Loss:  0.375
Epoch  11 Batch  906/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.821, Loss:  0.363
Epoch  11 Batch  907/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.824, Loss:  0.380
Epoch  11 Batch  908/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.818, Loss:  0.397
Epoch  11 Batch  909/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.814, Loss:  0.381
Epoch  11 Batch  910/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.822, Loss:  0.377
Epoch  11 Batch  911/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.812, Loss:  0.331
Epoch  11 Batch  912/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.807, Loss:  0.376
Epoch  11 Batch  913/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.430
Epoch  11 Batch  914/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.808, Loss:  0.370
Epoch  11 Batch  915/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.810, Loss:  0.410
Epoch  11 Batch  916/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.812, Loss:  0.414
Epoch  11 Batch  917/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.390
Epoch  11 Batch  918/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.808, Loss:  0.368
Epoch  11 Batch  919/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.808, Loss:  0.372
Epoch  11 Batch  920/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.805, Loss:  0.390
Epoch  11 Batch  921/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.804, Loss:  0.395
Epoch  11 Batch  922/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.805, Loss:  0.367
Epoch  11 Batch  923/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.798, Loss:  0.385
Epoch  11 Batch  924/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.802, Loss:  0.426
Epoch  11 Batch  925/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.797, Loss:  0.372
Epoch  11 Batch  926/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.794, Loss:  0.390
Epoch  11 Batch  927/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.793, Loss:  0.407
Epoch  11 Batch  928/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.800, Loss:  0.381
Epoch  11 Batch  929/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.805, Loss:  0.398
Epoch  11 Batch  930/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.804, Loss:  0.372
Epoch  11 Batch  931/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.806, Loss:  0.360
Epoch  11 Batch  932/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.804, Loss:  0.376
Epoch  11 Batch  933/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.807, Loss:  0.394
Epoch  11 Batch  934/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.807, Loss:  0.395
Epoch  11 Batch  935/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.389
Epoch  11 Batch  936/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.803, Loss:  0.396
Epoch  11 Batch  937/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.801, Loss:  0.406
Epoch  11 Batch  938/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.803, Loss:  0.417
Epoch  11 Batch  939/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.806, Loss:  0.378
Epoch  11 Batch  940/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.809, Loss:  0.372
Epoch  11 Batch  941/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.805, Loss:  0.368
Epoch  11 Batch  942/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.811, Loss:  0.391
Epoch  11 Batch  943/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.810, Loss:  0.384
Epoch  11 Batch  944/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.811, Loss:  0.370
Epoch  11 Batch  945/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.812, Loss:  0.364
Epoch  11 Batch  946/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.803, Loss:  0.380
Epoch  11 Batch  947/1077 - Train Accuracy:  0.756, Validation Accuracy:  0.808, Loss:  0.415
Epoch  11 Batch  948/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.811, Loss:  0.381
Epoch  11 Batch  949/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.815, Loss:  0.342
Epoch  11 Batch  950/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.809, Loss:  0.353
Epoch  11 Batch  951/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.809, Loss:  0.364
Epoch  11 Batch  952/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.814, Loss:  0.370
Epoch  11 Batch  953/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.816, Loss:  0.387
Epoch  11 Batch  954/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.809, Loss:  0.394
Epoch  11 Batch  955/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.807, Loss:  0.412
Epoch  11 Batch  956/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.798, Loss:  0.383
Epoch  11 Batch  957/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.792, Loss:  0.377
Epoch  11 Batch  958/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.791, Loss:  0.365
Epoch  11 Batch  959/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.805, Loss:  0.365
Epoch  11 Batch  960/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.803, Loss:  0.372
Epoch  11 Batch  961/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.807, Loss:  0.397
Epoch  11 Batch  962/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.811, Loss:  0.380
Epoch  11 Batch  963/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.803, Loss:  0.423
Epoch  11 Batch  964/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.802, Loss:  0.347
Epoch  11 Batch  965/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.801, Loss:  0.416
Epoch  11 Batch  966/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.800, Loss:  0.341
Epoch  11 Batch  967/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.805, Loss:  0.361
Epoch  11 Batch  968/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.808, Loss:  0.417
Epoch  11 Batch  969/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.804, Loss:  0.402
Epoch  11 Batch  970/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.806, Loss:  0.385
Epoch  11 Batch  971/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.804, Loss:  0.372
Epoch  11 Batch  972/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.802, Loss:  0.386
Epoch  11 Batch  973/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.791, Loss:  0.357
Epoch  11 Batch  974/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.796, Loss:  0.368
Epoch  11 Batch  975/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.803, Loss:  0.370
Epoch  11 Batch  976/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.802, Loss:  0.366
Epoch  11 Batch  977/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.800, Loss:  0.365
Epoch  11 Batch  978/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.800, Loss:  0.394
Epoch  11 Batch  979/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.793, Loss:  0.420
Epoch  11 Batch  980/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.797, Loss:  0.370
Epoch  11 Batch  981/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.806, Loss:  0.382
Epoch  11 Batch  982/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.808, Loss:  0.350
Epoch  11 Batch  983/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.811, Loss:  0.410
Epoch  11 Batch  984/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.812, Loss:  0.409
Epoch  11 Batch  985/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.806, Loss:  0.351
Epoch  11 Batch  986/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.811, Loss:  0.396
Epoch  11 Batch  987/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.808, Loss:  0.368
Epoch  11 Batch  988/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.394
Epoch  11 Batch  989/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.811, Loss:  0.408
Epoch  11 Batch  990/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.797, Loss:  0.407
Epoch  11 Batch  991/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.807, Loss:  0.382
Epoch  11 Batch  992/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.805, Loss:  0.388
Epoch  11 Batch  993/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.807, Loss:  0.349
Epoch  11 Batch  994/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.803, Loss:  0.381
Epoch  11 Batch  995/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.809, Loss:  0.354
Epoch  11 Batch  996/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.813, Loss:  0.381
Epoch  11 Batch  997/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.812, Loss:  0.395
Epoch  11 Batch  998/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.386
Epoch  11 Batch  999/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.813, Loss:  0.389
Epoch  11 Batch 1000/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.812, Loss:  0.365
Epoch  11 Batch 1001/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.811, Loss:  0.353
Epoch  11 Batch 1002/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.804, Loss:  0.352
Epoch  11 Batch 1003/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.804, Loss:  0.381
Epoch  11 Batch 1004/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.809, Loss:  0.384
Epoch  11 Batch 1005/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.807, Loss:  0.391
Epoch  11 Batch 1006/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.806, Loss:  0.364
Epoch  11 Batch 1007/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.804, Loss:  0.366
Epoch  11 Batch 1008/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.808, Loss:  0.427
Epoch  11 Batch 1009/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.806, Loss:  0.350
Epoch  11 Batch 1010/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.810, Loss:  0.409
Epoch  11 Batch 1011/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.811, Loss:  0.387
Epoch  11 Batch 1012/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.812, Loss:  0.345
Epoch  11 Batch 1013/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.808, Loss:  0.357
Epoch  11 Batch 1014/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.806, Loss:  0.400
Epoch  11 Batch 1015/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.794, Loss:  0.421
Epoch  11 Batch 1016/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.800, Loss:  0.390
Epoch  11 Batch 1017/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.791, Loss:  0.389
Epoch  11 Batch 1018/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.800, Loss:  0.365
Epoch  11 Batch 1019/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.801, Loss:  0.388
Epoch  11 Batch 1020/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.803, Loss:  0.368
Epoch  11 Batch 1021/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.812, Loss:  0.362
Epoch  11 Batch 1022/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.807, Loss:  0.365
Epoch  11 Batch 1023/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.815, Loss:  0.353
Epoch  11 Batch 1024/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.819, Loss:  0.439
Epoch  11 Batch 1025/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.811, Loss:  0.373
Epoch  11 Batch 1026/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.810, Loss:  0.372
Epoch  11 Batch 1027/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.810, Loss:  0.381
Epoch  11 Batch 1028/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.805, Loss:  0.371
Epoch  11 Batch 1029/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.804, Loss:  0.383
Epoch  11 Batch 1030/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.810, Loss:  0.373
Epoch  11 Batch 1031/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.816, Loss:  0.417
Epoch  11 Batch 1032/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.823, Loss:  0.390
Epoch  11 Batch 1033/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.823, Loss:  0.365
Epoch  11 Batch 1034/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.826, Loss:  0.381
Epoch  11 Batch 1035/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.828, Loss:  0.340
Epoch  11 Batch 1036/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.381
Epoch  11 Batch 1037/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.822, Loss:  0.385
Epoch  11 Batch 1038/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.813, Loss:  0.385
Epoch  11 Batch 1039/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.815, Loss:  0.342
Epoch  11 Batch 1040/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.803, Loss:  0.415
Epoch  11 Batch 1041/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.808, Loss:  0.402
Epoch  11 Batch 1042/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.808, Loss:  0.400
Epoch  11 Batch 1043/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.801, Loss:  0.380
Epoch  11 Batch 1044/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.799, Loss:  0.378
Epoch  11 Batch 1045/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.796, Loss:  0.390
Epoch  11 Batch 1046/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.797, Loss:  0.348
Epoch  11 Batch 1047/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.797, Loss:  0.372
Epoch  11 Batch 1048/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.798, Loss:  0.387
Epoch  11 Batch 1049/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.798, Loss:  0.405
Epoch  11 Batch 1050/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.803, Loss:  0.393
Epoch  11 Batch 1051/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.808, Loss:  0.388
Epoch  11 Batch 1052/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.805, Loss:  0.362
Epoch  11 Batch 1053/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.808, Loss:  0.381
Epoch  11 Batch 1054/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.809, Loss:  0.379
Epoch  11 Batch 1055/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.808, Loss:  0.378
Epoch  11 Batch 1056/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.807, Loss:  0.352
Epoch  11 Batch 1057/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.808, Loss:  0.405
Epoch  11 Batch 1058/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.812, Loss:  0.418
Epoch  11 Batch 1059/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.811, Loss:  0.430
Epoch  11 Batch 1060/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.811, Loss:  0.361
Epoch  11 Batch 1061/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.812, Loss:  0.392
Epoch  11 Batch 1062/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.809, Loss:  0.382
Epoch  11 Batch 1063/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.809, Loss:  0.376
Epoch  11 Batch 1064/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.804, Loss:  0.384
Epoch  11 Batch 1065/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.804, Loss:  0.385
Epoch  11 Batch 1066/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.809, Loss:  0.361
Epoch  11 Batch 1067/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.809, Loss:  0.382
Epoch  11 Batch 1068/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.807, Loss:  0.374
Epoch  11 Batch 1069/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.809, Loss:  0.342
Epoch  11 Batch 1070/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.808, Loss:  0.382
Epoch  11 Batch 1071/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.390
Epoch  11 Batch 1072/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.812, Loss:  0.378
Epoch  11 Batch 1073/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.809, Loss:  0.402
Epoch  11 Batch 1074/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.813, Loss:  0.397
Epoch  11 Batch 1075/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.812, Loss:  0.413
Epoch  12 Batch    0/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.812, Loss:  0.361
Epoch  12 Batch    1/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.811, Loss:  0.376
Epoch  12 Batch    2/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.807, Loss:  0.387
Epoch  12 Batch    3/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.372
Epoch  12 Batch    4/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.810, Loss:  0.394
Epoch  12 Batch    5/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.810, Loss:  0.400
Epoch  12 Batch    6/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.809, Loss:  0.400
Epoch  12 Batch    7/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.814, Loss:  0.354
Epoch  12 Batch    8/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.815, Loss:  0.366
Epoch  12 Batch    9/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.815, Loss:  0.368
Epoch  12 Batch   10/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.817, Loss:  0.396
Epoch  12 Batch   11/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.817, Loss:  0.387
Epoch  12 Batch   12/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.386
Epoch  12 Batch   13/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.817, Loss:  0.377
Epoch  12 Batch   14/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.816, Loss:  0.361
Epoch  12 Batch   15/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.811, Loss:  0.363
Epoch  12 Batch   16/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.817, Loss:  0.392
Epoch  12 Batch   17/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.811, Loss:  0.356
Epoch  12 Batch   18/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.809, Loss:  0.370
Epoch  12 Batch   19/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.805, Loss:  0.371
Epoch  12 Batch   20/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.806, Loss:  0.350
Epoch  12 Batch   21/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.810, Loss:  0.416
Epoch  12 Batch   22/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.805, Loss:  0.394
Epoch  12 Batch   23/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.805, Loss:  0.371
Epoch  12 Batch   24/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.803, Loss:  0.373
Epoch  12 Batch   25/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.802, Loss:  0.348
Epoch  12 Batch   26/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.798, Loss:  0.407
Epoch  12 Batch   27/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.803, Loss:  0.348
Epoch  12 Batch   28/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.803, Loss:  0.367
Epoch  12 Batch   29/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.800, Loss:  0.358
Epoch  12 Batch   30/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.799, Loss:  0.358
Epoch  12 Batch   31/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.801, Loss:  0.383
Epoch  12 Batch   32/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.800, Loss:  0.347
Epoch  12 Batch   33/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.800, Loss:  0.333
Epoch  12 Batch   34/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.801, Loss:  0.374
Epoch  12 Batch   35/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.802, Loss:  0.383
Epoch  12 Batch   36/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.800, Loss:  0.368
Epoch  12 Batch   37/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.799, Loss:  0.389
Epoch  12 Batch   38/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.800, Loss:  0.419
Epoch  12 Batch   39/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.798, Loss:  0.420
Epoch  12 Batch   40/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.800, Loss:  0.382
Epoch  12 Batch   41/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.803, Loss:  0.371
Epoch  12 Batch   42/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.389
Epoch  12 Batch   43/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.799, Loss:  0.363
Epoch  12 Batch   44/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.809, Loss:  0.405
Epoch  12 Batch   45/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.383
Epoch  12 Batch   46/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.813, Loss:  0.404
Epoch  12 Batch   47/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.821, Loss:  0.372
Epoch  12 Batch   48/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.821, Loss:  0.423
Epoch  12 Batch   49/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.816, Loss:  0.399
Epoch  12 Batch   50/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.823, Loss:  0.399
Epoch  12 Batch   51/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.821, Loss:  0.361
Epoch  12 Batch   52/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.816, Loss:  0.380
Epoch  12 Batch   53/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.810, Loss:  0.394
Epoch  12 Batch   54/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.811, Loss:  0.432
Epoch  12 Batch   55/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.809, Loss:  0.371
Epoch  12 Batch   56/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.812, Loss:  0.356
Epoch  12 Batch   57/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.806, Loss:  0.337
Epoch  12 Batch   58/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.810, Loss:  0.364
Epoch  12 Batch   59/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.808, Loss:  0.388
Epoch  12 Batch   60/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.799, Loss:  0.369
Epoch  12 Batch   61/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.799, Loss:  0.389
Epoch  12 Batch   62/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.805, Loss:  0.408
Epoch  12 Batch   63/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.803, Loss:  0.350
Epoch  12 Batch   64/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.799, Loss:  0.363
Epoch  12 Batch   65/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.796, Loss:  0.384
Epoch  12 Batch   66/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.798, Loss:  0.359
Epoch  12 Batch   67/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.798, Loss:  0.364
Epoch  12 Batch   68/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.798, Loss:  0.412
Epoch  12 Batch   69/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.799, Loss:  0.416
Epoch  12 Batch   70/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.807, Loss:  0.370
Epoch  12 Batch   71/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.802, Loss:  0.372
Epoch  12 Batch   72/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.806, Loss:  0.393
Epoch  12 Batch   73/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.805, Loss:  0.390
Epoch  12 Batch   74/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.803, Loss:  0.363
Epoch  12 Batch   75/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.800, Loss:  0.397
Epoch  12 Batch   76/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.799, Loss:  0.342
Epoch  12 Batch   77/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.812, Loss:  0.389
Epoch  12 Batch   78/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.799, Loss:  0.403
Epoch  12 Batch   79/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.802, Loss:  0.375
Epoch  12 Batch   80/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.798, Loss:  0.374
Epoch  12 Batch   81/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.365
Epoch  12 Batch   82/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.807, Loss:  0.343
Epoch  12 Batch   83/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.801, Loss:  0.404
Epoch  12 Batch   84/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.798, Loss:  0.382
Epoch  12 Batch   85/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.796, Loss:  0.356
Epoch  12 Batch   86/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.797, Loss:  0.377
Epoch  12 Batch   87/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.796, Loss:  0.418
Epoch  12 Batch   88/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.805, Loss:  0.395
Epoch  12 Batch   89/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.810, Loss:  0.388
Epoch  12 Batch   90/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.809, Loss:  0.399
Epoch  12 Batch   91/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.814, Loss:  0.331
Epoch  12 Batch   92/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.816, Loss:  0.390
Epoch  12 Batch   93/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.804, Loss:  0.384
Epoch  12 Batch   94/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.803, Loss:  0.364
Epoch  12 Batch   95/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.803, Loss:  0.411
Epoch  12 Batch   96/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.807, Loss:  0.363
Epoch  12 Batch   97/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.806, Loss:  0.380
Epoch  12 Batch   98/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.815, Loss:  0.367
Epoch  12 Batch   99/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.811, Loss:  0.380
Epoch  12 Batch  100/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.821, Loss:  0.380
Epoch  12 Batch  101/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.811, Loss:  0.379
Epoch  12 Batch  102/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.807, Loss:  0.368
Epoch  12 Batch  103/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.809, Loss:  0.442
Epoch  12 Batch  104/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.809, Loss:  0.397
Epoch  12 Batch  105/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.807, Loss:  0.376
Epoch  12 Batch  106/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.804, Loss:  0.427
Epoch  12 Batch  107/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.805, Loss:  0.371
Epoch  12 Batch  108/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.807, Loss:  0.340
Epoch  12 Batch  109/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.810, Loss:  0.375
Epoch  12 Batch  110/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.354
Epoch  12 Batch  111/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.394
Epoch  12 Batch  112/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.810, Loss:  0.361
Epoch  12 Batch  113/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.817, Loss:  0.393
Epoch  12 Batch  114/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.816, Loss:  0.356
Epoch  12 Batch  115/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.814, Loss:  0.407
Epoch  12 Batch  116/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.811, Loss:  0.394
Epoch  12 Batch  117/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.811, Loss:  0.400
Epoch  12 Batch  118/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.811, Loss:  0.405
Epoch  12 Batch  119/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.807, Loss:  0.388
Epoch  12 Batch  120/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.809, Loss:  0.393
Epoch  12 Batch  121/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.798, Loss:  0.375
Epoch  12 Batch  122/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.803, Loss:  0.354
Epoch  12 Batch  123/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.809, Loss:  0.332
Epoch  12 Batch  124/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.812, Loss:  0.404
Epoch  12 Batch  125/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.822, Loss:  0.408
Epoch  12 Batch  126/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.822, Loss:  0.361
Epoch  12 Batch  127/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.397
Epoch  12 Batch  128/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.816, Loss:  0.353
Epoch  12 Batch  129/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.816, Loss:  0.382
Epoch  12 Batch  130/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.813, Loss:  0.336
Epoch  12 Batch  131/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.809, Loss:  0.369
Epoch  12 Batch  132/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.802, Loss:  0.375
Epoch  12 Batch  133/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.802, Loss:  0.386
Epoch  12 Batch  134/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.804, Loss:  0.356
Epoch  12 Batch  135/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.806, Loss:  0.380
Epoch  12 Batch  136/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.804, Loss:  0.374
Epoch  12 Batch  137/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.809, Loss:  0.332
Epoch  12 Batch  138/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.806, Loss:  0.363
Epoch  12 Batch  139/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.809, Loss:  0.400
Epoch  12 Batch  140/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.813, Loss:  0.394
Epoch  12 Batch  141/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.809, Loss:  0.371
Epoch  12 Batch  142/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.811, Loss:  0.360
Epoch  12 Batch  143/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.803, Loss:  0.388
Epoch  12 Batch  144/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.798, Loss:  0.413
Epoch  12 Batch  145/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.799, Loss:  0.390
Epoch  12 Batch  146/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.805, Loss:  0.370
Epoch  12 Batch  147/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.812, Loss:  0.411
Epoch  12 Batch  148/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.817, Loss:  0.393
Epoch  12 Batch  149/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.817, Loss:  0.387
Epoch  12 Batch  150/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.363
Epoch  12 Batch  151/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.337
Epoch  12 Batch  152/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.414
Epoch  12 Batch  153/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.826, Loss:  0.394
Epoch  12 Batch  154/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.832, Loss:  0.381
Epoch  12 Batch  155/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.832, Loss:  0.406
Epoch  12 Batch  156/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.831, Loss:  0.351
Epoch  12 Batch  157/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.828, Loss:  0.393
Epoch  12 Batch  158/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.819, Loss:  0.378
Epoch  12 Batch  159/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.810, Loss:  0.333
Epoch  12 Batch  160/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.806, Loss:  0.376
Epoch  12 Batch  161/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.805, Loss:  0.377
Epoch  12 Batch  162/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.806, Loss:  0.418
Epoch  12 Batch  163/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.808, Loss:  0.423
Epoch  12 Batch  164/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.801, Loss:  0.408
Epoch  12 Batch  165/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.810, Loss:  0.368
Epoch  12 Batch  166/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.805, Loss:  0.391
Epoch  12 Batch  167/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.810, Loss:  0.393
Epoch  12 Batch  168/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.808, Loss:  0.423
Epoch  12 Batch  169/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.805, Loss:  0.372
Epoch  12 Batch  170/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.801, Loss:  0.415
Epoch  12 Batch  171/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.801, Loss:  0.350
Epoch  12 Batch  172/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.801, Loss:  0.333
Epoch  12 Batch  173/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.806, Loss:  0.388
Epoch  12 Batch  174/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.808, Loss:  0.367
Epoch  12 Batch  175/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.807, Loss:  0.354
Epoch  12 Batch  176/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.808, Loss:  0.392
Epoch  12 Batch  177/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.809, Loss:  0.404
Epoch  12 Batch  178/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.808, Loss:  0.365
Epoch  12 Batch  179/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.404
Epoch  12 Batch  180/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.804, Loss:  0.377
Epoch  12 Batch  181/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.806, Loss:  0.394
Epoch  12 Batch  182/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.807, Loss:  0.383
Epoch  12 Batch  183/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.805, Loss:  0.385
Epoch  12 Batch  184/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.809, Loss:  0.371
Epoch  12 Batch  185/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.810, Loss:  0.390
Epoch  12 Batch  186/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.807, Loss:  0.386
Epoch  12 Batch  187/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.809, Loss:  0.365
Epoch  12 Batch  188/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.814, Loss:  0.373
Epoch  12 Batch  189/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.812, Loss:  0.380
Epoch  12 Batch  190/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.392
Epoch  12 Batch  191/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.809, Loss:  0.333
Epoch  12 Batch  192/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.803, Loss:  0.387
Epoch  12 Batch  193/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.806, Loss:  0.370
Epoch  12 Batch  194/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.811, Loss:  0.331
Epoch  12 Batch  195/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.812, Loss:  0.376
Epoch  12 Batch  196/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.377
Epoch  12 Batch  197/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.817, Loss:  0.361
Epoch  12 Batch  198/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.815, Loss:  0.348
Epoch  12 Batch  199/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.820, Loss:  0.372
Epoch  12 Batch  200/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.819, Loss:  0.378
Epoch  12 Batch  201/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.815, Loss:  0.319
Epoch  12 Batch  202/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.403
Epoch  12 Batch  203/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.819, Loss:  0.367
Epoch  12 Batch  204/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.815, Loss:  0.416
Epoch  12 Batch  205/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.822, Loss:  0.381
Epoch  12 Batch  206/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.825, Loss:  0.373
Epoch  12 Batch  207/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.825, Loss:  0.375
Epoch  12 Batch  208/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.366
Epoch  12 Batch  209/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.816, Loss:  0.340
Epoch  12 Batch  210/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.809, Loss:  0.399
Epoch  12 Batch  211/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.806, Loss:  0.363
Epoch  12 Batch  212/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.809, Loss:  0.341
Epoch  12 Batch  213/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.810, Loss:  0.340
Epoch  12 Batch  214/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.810, Loss:  0.371
Epoch  12 Batch  215/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.818, Loss:  0.400
Epoch  12 Batch  216/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.815, Loss:  0.351
Epoch  12 Batch  217/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.822, Loss:  0.370
Epoch  12 Batch  218/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.817, Loss:  0.429
Epoch  12 Batch  219/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.821, Loss:  0.379
Epoch  12 Batch  220/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.821, Loss:  0.371
Epoch  12 Batch  221/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.820, Loss:  0.395
Epoch  12 Batch  222/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.821, Loss:  0.392
Epoch  12 Batch  223/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.348
Epoch  12 Batch  224/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.826, Loss:  0.381
Epoch  12 Batch  225/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.810, Loss:  0.388
Epoch  12 Batch  226/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.809, Loss:  0.377
Epoch  12 Batch  227/1077 - Train Accuracy:  0.765, Validation Accuracy:  0.813, Loss:  0.422
Epoch  12 Batch  228/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.814, Loss:  0.373
Epoch  12 Batch  229/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.812, Loss:  0.380
Epoch  12 Batch  230/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.812, Loss:  0.355
Epoch  12 Batch  231/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.807, Loss:  0.389
Epoch  12 Batch  232/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.808, Loss:  0.379
Epoch  12 Batch  233/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.807, Loss:  0.425
Epoch  12 Batch  234/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.808, Loss:  0.402
Epoch  12 Batch  235/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.799, Loss:  0.336
Epoch  12 Batch  236/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.803, Loss:  0.410
Epoch  12 Batch  237/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.800, Loss:  0.347
Epoch  12 Batch  238/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.804, Loss:  0.375
Epoch  12 Batch  239/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.812, Loss:  0.338
Epoch  12 Batch  240/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.809, Loss:  0.356
Epoch  12 Batch  241/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.340
Epoch  12 Batch  242/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.821, Loss:  0.370
Epoch  12 Batch  243/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.373
Epoch  12 Batch  244/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.357
Epoch  12 Batch  245/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.816, Loss:  0.339
Epoch  12 Batch  246/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.816, Loss:  0.365
Epoch  12 Batch  247/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.810, Loss:  0.347
Epoch  12 Batch  248/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.802, Loss:  0.366
Epoch  12 Batch  249/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.807, Loss:  0.369
Epoch  12 Batch  250/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.811, Loss:  0.338
Epoch  12 Batch  251/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.379
Epoch  12 Batch  252/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.353
Epoch  12 Batch  253/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.825, Loss:  0.367
Epoch  12 Batch  254/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.817, Loss:  0.373
Epoch  12 Batch  255/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.813, Loss:  0.365
Epoch  12 Batch  256/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.813, Loss:  0.396
Epoch  12 Batch  257/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.352
Epoch  12 Batch  258/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.809, Loss:  0.343
Epoch  12 Batch  259/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.814, Loss:  0.352
Epoch  12 Batch  260/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.813, Loss:  0.370
Epoch  12 Batch  261/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.826, Loss:  0.368
Epoch  12 Batch  262/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.829, Loss:  0.369
Epoch  12 Batch  263/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.831, Loss:  0.361
Epoch  12 Batch  264/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.833, Loss:  0.374
Epoch  12 Batch  265/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.824, Loss:  0.381
Epoch  12 Batch  266/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.821, Loss:  0.368
Epoch  12 Batch  267/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.827, Loss:  0.350
Epoch  12 Batch  268/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.374
Epoch  12 Batch  269/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.388
Epoch  12 Batch  270/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.815, Loss:  0.400
Epoch  12 Batch  271/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.812, Loss:  0.361
Epoch  12 Batch  272/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.807, Loss:  0.419
Epoch  12 Batch  273/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.801, Loss:  0.366
Epoch  12 Batch  274/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.801, Loss:  0.363
Epoch  12 Batch  275/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.796, Loss:  0.377
Epoch  12 Batch  276/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.794, Loss:  0.413
Epoch  12 Batch  277/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.795, Loss:  0.338
Epoch  12 Batch  278/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.794, Loss:  0.407
Epoch  12 Batch  279/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.800, Loss:  0.428
Epoch  12 Batch  280/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.792, Loss:  0.377
Epoch  12 Batch  281/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.787, Loss:  0.377
Epoch  12 Batch  282/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.784, Loss:  0.407
Epoch  12 Batch  283/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.783, Loss:  0.380
Epoch  12 Batch  284/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.782, Loss:  0.400
Epoch  12 Batch  285/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.783, Loss:  0.384
Epoch  12 Batch  286/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.781, Loss:  0.356
Epoch  12 Batch  287/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.790, Loss:  0.372
Epoch  12 Batch  288/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.792, Loss:  0.395
Epoch  12 Batch  289/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.790, Loss:  0.388
Epoch  12 Batch  290/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.798, Loss:  0.397
Epoch  12 Batch  291/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.811, Loss:  0.382
Epoch  12 Batch  292/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.808, Loss:  0.375
Epoch  12 Batch  293/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.807, Loss:  0.405
Epoch  12 Batch  294/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.806, Loss:  0.346
Epoch  12 Batch  295/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.806, Loss:  0.429
Epoch  12 Batch  296/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.806, Loss:  0.359
Epoch  12 Batch  297/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.806, Loss:  0.417
Epoch  12 Batch  298/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.806, Loss:  0.397
Epoch  12 Batch  299/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.804, Loss:  0.355
Epoch  12 Batch  300/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.804, Loss:  0.387
Epoch  12 Batch  301/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.800, Loss:  0.360
Epoch  12 Batch  302/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.803, Loss:  0.365
Epoch  12 Batch  303/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.799, Loss:  0.412
Epoch  12 Batch  304/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.798, Loss:  0.368
Epoch  12 Batch  305/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.803, Loss:  0.391
Epoch  12 Batch  306/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.807, Loss:  0.368
Epoch  12 Batch  307/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.809, Loss:  0.379
Epoch  12 Batch  308/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.804, Loss:  0.414
Epoch  12 Batch  309/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.805, Loss:  0.347
Epoch  12 Batch  310/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.804, Loss:  0.390
Epoch  12 Batch  311/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.818, Loss:  0.350
Epoch  12 Batch  312/1077 - Train Accuracy:  0.771, Validation Accuracy:  0.819, Loss:  0.398
Epoch  12 Batch  313/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.822, Loss:  0.366
Epoch  12 Batch  314/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.815, Loss:  0.354
Epoch  12 Batch  315/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.815, Loss:  0.363
Epoch  12 Batch  316/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.805, Loss:  0.355
Epoch  12 Batch  317/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.805, Loss:  0.432
Epoch  12 Batch  318/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.813, Loss:  0.360
Epoch  12 Batch  319/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.817, Loss:  0.388
Epoch  12 Batch  320/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.817, Loss:  0.374
Epoch  12 Batch  321/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.810, Loss:  0.383
Epoch  12 Batch  322/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.809, Loss:  0.355
Epoch  12 Batch  323/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.809, Loss:  0.366
Epoch  12 Batch  324/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.812, Loss:  0.385
Epoch  12 Batch  325/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.345
Epoch  12 Batch  326/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.350
Epoch  12 Batch  327/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.809, Loss:  0.403
Epoch  12 Batch  328/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.804, Loss:  0.374
Epoch  12 Batch  329/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.804, Loss:  0.395
Epoch  12 Batch  330/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.804, Loss:  0.379
Epoch  12 Batch  331/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.804, Loss:  0.379
Epoch  12 Batch  332/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.799, Loss:  0.324
Epoch  12 Batch  333/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.800, Loss:  0.395
Epoch  12 Batch  334/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.802, Loss:  0.370
Epoch  12 Batch  335/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.809, Loss:  0.358
Epoch  12 Batch  336/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.812, Loss:  0.399
Epoch  12 Batch  337/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.815, Loss:  0.400
Epoch  12 Batch  338/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.814, Loss:  0.396
Epoch  12 Batch  339/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.818, Loss:  0.343
Epoch  12 Batch  340/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.813, Loss:  0.371
Epoch  12 Batch  341/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.811, Loss:  0.432
Epoch  12 Batch  342/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.816, Loss:  0.360
Epoch  12 Batch  343/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.819, Loss:  0.368
Epoch  12 Batch  344/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.824, Loss:  0.376
Epoch  12 Batch  345/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.343
Epoch  12 Batch  346/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.818, Loss:  0.398
Epoch  12 Batch  347/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.818, Loss:  0.352
Epoch  12 Batch  348/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.821, Loss:  0.339
Epoch  12 Batch  349/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.818, Loss:  0.356
Epoch  12 Batch  350/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.819, Loss:  0.377
Epoch  12 Batch  351/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.816, Loss:  0.398
Epoch  12 Batch  352/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.390
Epoch  12 Batch  353/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.810, Loss:  0.426
Epoch  12 Batch  354/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.811, Loss:  0.404
Epoch  12 Batch  355/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.811, Loss:  0.380
Epoch  12 Batch  356/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.812, Loss:  0.371
Epoch  12 Batch  357/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.813, Loss:  0.357
Epoch  12 Batch  358/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.815, Loss:  0.403
Epoch  12 Batch  359/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.820, Loss:  0.381
Epoch  12 Batch  360/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.817, Loss:  0.377
Epoch  12 Batch  361/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.821, Loss:  0.384
Epoch  12 Batch  362/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.816, Loss:  0.377
Epoch  12 Batch  363/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.820, Loss:  0.399
Epoch  12 Batch  364/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.825, Loss:  0.405
Epoch  12 Batch  365/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.819, Loss:  0.357
Epoch  12 Batch  366/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.823, Loss:  0.377
Epoch  12 Batch  367/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.334
Epoch  12 Batch  368/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.351
Epoch  12 Batch  369/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.353
Epoch  12 Batch  370/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.822, Loss:  0.376
Epoch  12 Batch  371/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.825, Loss:  0.360
Epoch  12 Batch  372/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.817, Loss:  0.353
Epoch  12 Batch  373/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.817, Loss:  0.361
Epoch  12 Batch  374/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.806, Loss:  0.401
Epoch  12 Batch  375/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.805, Loss:  0.362
Epoch  12 Batch  376/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.805, Loss:  0.370
Epoch  12 Batch  377/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.809, Loss:  0.384
Epoch  12 Batch  378/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.809, Loss:  0.337
Epoch  12 Batch  379/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.814, Loss:  0.366
Epoch  12 Batch  380/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.815, Loss:  0.372
Epoch  12 Batch  381/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.812, Loss:  0.382
Epoch  12 Batch  382/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.806, Loss:  0.421
Epoch  12 Batch  383/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.806, Loss:  0.357
Epoch  12 Batch  384/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.804, Loss:  0.378
Epoch  12 Batch  385/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.806, Loss:  0.388
Epoch  12 Batch  386/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.805, Loss:  0.354
Epoch  12 Batch  387/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.806, Loss:  0.365
Epoch  12 Batch  388/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.807, Loss:  0.376
Epoch  12 Batch  389/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.807, Loss:  0.376
Epoch  12 Batch  390/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.809, Loss:  0.405
Epoch  12 Batch  391/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.808, Loss:  0.376
Epoch  12 Batch  392/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.813, Loss:  0.361
Epoch  12 Batch  393/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.811, Loss:  0.336
Epoch  12 Batch  394/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.817, Loss:  0.381
Epoch  12 Batch  395/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.342
Epoch  12 Batch  396/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.823, Loss:  0.380
Epoch  12 Batch  397/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.823, Loss:  0.382
Epoch  12 Batch  398/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.817, Loss:  0.383
Epoch  12 Batch  399/1077 - Train Accuracy:  0.754, Validation Accuracy:  0.817, Loss:  0.403
Epoch  12 Batch  400/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.814, Loss:  0.411
Epoch  12 Batch  401/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.813, Loss:  0.371
Epoch  12 Batch  402/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.342
Epoch  12 Batch  403/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.811, Loss:  0.418
Epoch  12 Batch  404/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.819, Loss:  0.343
Epoch  12 Batch  405/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.823, Loss:  0.389
Epoch  12 Batch  406/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.819, Loss:  0.358
Epoch  12 Batch  407/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.820, Loss:  0.398
Epoch  12 Batch  408/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.819, Loss:  0.396
Epoch  12 Batch  409/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.392
Epoch  12 Batch  410/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.830, Loss:  0.398
Epoch  12 Batch  411/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.361
Epoch  12 Batch  412/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.355
Epoch  12 Batch  413/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.360
Epoch  12 Batch  414/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.824, Loss:  0.386
Epoch  12 Batch  415/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.823, Loss:  0.359
Epoch  12 Batch  416/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.823, Loss:  0.364
Epoch  12 Batch  417/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.823, Loss:  0.399
Epoch  12 Batch  418/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.822, Loss:  0.351
Epoch  12 Batch  419/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.826, Loss:  0.377
Epoch  12 Batch  420/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.828, Loss:  0.350
Epoch  12 Batch  421/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.378
Epoch  12 Batch  422/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.817, Loss:  0.364
Epoch  12 Batch  423/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.819, Loss:  0.391
Epoch  12 Batch  424/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.814, Loss:  0.362
Epoch  12 Batch  425/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.814, Loss:  0.349
Epoch  12 Batch  426/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.817, Loss:  0.395
Epoch  12 Batch  427/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.814, Loss:  0.360
Epoch  12 Batch  428/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.811, Loss:  0.355
Epoch  12 Batch  429/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.371
Epoch  12 Batch  430/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.811, Loss:  0.360
Epoch  12 Batch  431/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.810, Loss:  0.367
Epoch  12 Batch  432/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.809, Loss:  0.382
Epoch  12 Batch  433/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.809, Loss:  0.384
Epoch  12 Batch  434/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.383
Epoch  12 Batch  435/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.809, Loss:  0.402
Epoch  12 Batch  436/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.811, Loss:  0.362
Epoch  12 Batch  437/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.811, Loss:  0.362
Epoch  12 Batch  438/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.811, Loss:  0.366
Epoch  12 Batch  439/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.810, Loss:  0.390
Epoch  12 Batch  440/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.812, Loss:  0.386
Epoch  12 Batch  441/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.812, Loss:  0.356
Epoch  12 Batch  442/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.809, Loss:  0.357
Epoch  12 Batch  443/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.814, Loss:  0.365
Epoch  12 Batch  444/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.370
Epoch  12 Batch  445/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.817, Loss:  0.388
Epoch  12 Batch  446/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.817, Loss:  0.344
Epoch  12 Batch  447/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.813, Loss:  0.391
Epoch  12 Batch  448/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.817, Loss:  0.387
Epoch  12 Batch  449/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.384
Epoch  12 Batch  450/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.807, Loss:  0.388
Epoch  12 Batch  451/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.806, Loss:  0.367
Epoch  12 Batch  452/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.801, Loss:  0.384
Epoch  12 Batch  453/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.799, Loss:  0.354
Epoch  12 Batch  454/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.802, Loss:  0.373
Epoch  12 Batch  455/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.806, Loss:  0.362
Epoch  12 Batch  456/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.801, Loss:  0.379
Epoch  12 Batch  457/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.811, Loss:  0.338
Epoch  12 Batch  458/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.812, Loss:  0.380
Epoch  12 Batch  459/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.812, Loss:  0.339
Epoch  12 Batch  460/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.811, Loss:  0.374
Epoch  12 Batch  461/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.812, Loss:  0.362
Epoch  12 Batch  462/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.824, Loss:  0.375
Epoch  12 Batch  463/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.820, Loss:  0.387
Epoch  12 Batch  464/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.357
Epoch  12 Batch  465/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.820, Loss:  0.419
Epoch  12 Batch  466/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.820, Loss:  0.366
Epoch  12 Batch  467/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.820, Loss:  0.382
Epoch  12 Batch  468/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.820, Loss:  0.380
Epoch  12 Batch  469/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.817, Loss:  0.382
Epoch  12 Batch  470/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.823, Loss:  0.396
Epoch  12 Batch  471/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.814, Loss:  0.364
Epoch  12 Batch  472/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.812, Loss:  0.359
Epoch  12 Batch  473/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.812, Loss:  0.370
Epoch  12 Batch  474/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.805, Loss:  0.371
Epoch  12 Batch  475/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.809, Loss:  0.349
Epoch  12 Batch  476/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.810, Loss:  0.365
Epoch  12 Batch  477/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.804, Loss:  0.351
Epoch  12 Batch  478/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.804, Loss:  0.402
Epoch  12 Batch  479/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.802, Loss:  0.401
Epoch  12 Batch  480/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.804, Loss:  0.375
Epoch  12 Batch  481/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.803, Loss:  0.361
Epoch  12 Batch  482/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.805, Loss:  0.408
Epoch  12 Batch  483/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.808, Loss:  0.366
Epoch  12 Batch  484/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.803, Loss:  0.399
Epoch  12 Batch  485/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.801, Loss:  0.395
Epoch  12 Batch  486/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.803, Loss:  0.390
Epoch  12 Batch  487/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.807, Loss:  0.381
Epoch  12 Batch  488/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.807, Loss:  0.375
Epoch  12 Batch  489/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.806, Loss:  0.366
Epoch  12 Batch  490/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.809, Loss:  0.383
Epoch  12 Batch  491/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.814, Loss:  0.388
Epoch  12 Batch  492/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.817, Loss:  0.407
Epoch  12 Batch  493/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.811, Loss:  0.353
Epoch  12 Batch  494/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.814, Loss:  0.373
Epoch  12 Batch  495/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.810, Loss:  0.363
Epoch  12 Batch  496/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.810, Loss:  0.399
Epoch  12 Batch  497/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.806, Loss:  0.398
Epoch  12 Batch  498/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.803, Loss:  0.380
Epoch  12 Batch  499/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.805, Loss:  0.347
Epoch  12 Batch  500/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.805, Loss:  0.359
Epoch  12 Batch  501/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.801, Loss:  0.372
Epoch  12 Batch  502/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.812, Loss:  0.365
Epoch  12 Batch  503/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.808, Loss:  0.367
Epoch  12 Batch  504/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.806, Loss:  0.387
Epoch  12 Batch  505/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.804, Loss:  0.329
Epoch  12 Batch  506/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.804, Loss:  0.379
Epoch  12 Batch  507/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.810, Loss:  0.372
Epoch  12 Batch  508/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.814, Loss:  0.371
Epoch  12 Batch  509/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.814, Loss:  0.394
Epoch  12 Batch  510/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.813, Loss:  0.361
Epoch  12 Batch  511/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.811, Loss:  0.377
Epoch  12 Batch  512/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.811, Loss:  0.354
Epoch  12 Batch  513/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.811, Loss:  0.373
Epoch  12 Batch  514/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.815, Loss:  0.410
Epoch  12 Batch  515/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.820, Loss:  0.383
Epoch  12 Batch  516/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.820, Loss:  0.347
Epoch  12 Batch  517/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.822, Loss:  0.369
Epoch  12 Batch  518/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.816, Loss:  0.343
Epoch  12 Batch  519/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.812, Loss:  0.379
Epoch  12 Batch  520/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.814, Loss:  0.344
Epoch  12 Batch  521/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.359
Epoch  12 Batch  522/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.817, Loss:  0.383
Epoch  12 Batch  523/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.816, Loss:  0.384
Epoch  12 Batch  524/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.812, Loss:  0.387
Epoch  12 Batch  525/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.814, Loss:  0.388
Epoch  12 Batch  526/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.808, Loss:  0.367
Epoch  12 Batch  527/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.801, Loss:  0.380
Epoch  12 Batch  528/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.808, Loss:  0.351
Epoch  12 Batch  529/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.807, Loss:  0.359
Epoch  12 Batch  530/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.806, Loss:  0.391
Epoch  12 Batch  531/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.802, Loss:  0.375
Epoch  12 Batch  532/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.803, Loss:  0.397
Epoch  12 Batch  533/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.809, Loss:  0.408
Epoch  12 Batch  534/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.810, Loss:  0.384
Epoch  12 Batch  535/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.818, Loss:  0.367
Epoch  12 Batch  536/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.379
Epoch  12 Batch  537/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.811, Loss:  0.376
Epoch  12 Batch  538/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.818, Loss:  0.336
Epoch  12 Batch  539/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.822, Loss:  0.387
Epoch  12 Batch  540/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.825, Loss:  0.334
Epoch  12 Batch  541/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.826, Loss:  0.377
Epoch  12 Batch  542/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.821, Loss:  0.373
Epoch  12 Batch  543/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.812, Loss:  0.364
Epoch  12 Batch  544/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.817, Loss:  0.370
Epoch  12 Batch  545/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.390
Epoch  12 Batch  546/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.380
Epoch  12 Batch  547/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.820, Loss:  0.375
Epoch  12 Batch  548/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.820, Loss:  0.397
Epoch  12 Batch  549/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.817, Loss:  0.418
Epoch  12 Batch  550/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.816, Loss:  0.381
Epoch  12 Batch  551/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.817, Loss:  0.393
Epoch  12 Batch  552/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.395
Epoch  12 Batch  553/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.822, Loss:  0.394
Epoch  12 Batch  554/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.821, Loss:  0.383
Epoch  12 Batch  555/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.820, Loss:  0.351
Epoch  12 Batch  556/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.821, Loss:  0.365
Epoch  12 Batch  557/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.362
Epoch  12 Batch  558/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.820, Loss:  0.352
Epoch  12 Batch  559/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.817, Loss:  0.361
Epoch  12 Batch  560/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.816, Loss:  0.361
Epoch  12 Batch  561/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.819, Loss:  0.363
Epoch  12 Batch  562/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.819, Loss:  0.341
Epoch  12 Batch  563/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.821, Loss:  0.378
Epoch  12 Batch  564/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.821, Loss:  0.397
Epoch  12 Batch  565/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.820, Loss:  0.391
Epoch  12 Batch  566/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.819, Loss:  0.419
Epoch  12 Batch  567/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.818, Loss:  0.373
Epoch  12 Batch  568/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.822, Loss:  0.356
Epoch  12 Batch  569/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.822, Loss:  0.386
Epoch  12 Batch  570/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.827, Loss:  0.402
Epoch  12 Batch  571/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.821, Loss:  0.352
Epoch  12 Batch  572/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.358
Epoch  12 Batch  573/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.414
Epoch  12 Batch  574/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.826, Loss:  0.388
Epoch  12 Batch  575/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.822, Loss:  0.358
Epoch  12 Batch  576/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.398
Epoch  12 Batch  577/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.828, Loss:  0.404
Epoch  12 Batch  578/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.828, Loss:  0.390
Epoch  12 Batch  579/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.823, Loss:  0.364
Epoch  12 Batch  580/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.822, Loss:  0.342
Epoch  12 Batch  581/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.345
Epoch  12 Batch  582/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.823, Loss:  0.369
Epoch  12 Batch  583/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.819, Loss:  0.385
Epoch  12 Batch  584/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.817, Loss:  0.389
Epoch  12 Batch  585/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.816, Loss:  0.340
Epoch  12 Batch  586/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.816, Loss:  0.392
Epoch  12 Batch  587/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.823, Loss:  0.355
Epoch  12 Batch  588/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.826, Loss:  0.355
Epoch  12 Batch  589/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.373
Epoch  12 Batch  590/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.824, Loss:  0.398
Epoch  12 Batch  591/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.821, Loss:  0.355
Epoch  12 Batch  592/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.814, Loss:  0.381
Epoch  12 Batch  593/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.817, Loss:  0.383
Epoch  12 Batch  594/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.808, Loss:  0.377
Epoch  12 Batch  595/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.805, Loss:  0.388
Epoch  12 Batch  596/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.801, Loss:  0.374
Epoch  12 Batch  597/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.799, Loss:  0.374
Epoch  12 Batch  598/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.365
Epoch  12 Batch  599/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.798, Loss:  0.426
Epoch  12 Batch  600/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.798, Loss:  0.362
Epoch  12 Batch  601/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.801, Loss:  0.373
Epoch  12 Batch  602/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.795, Loss:  0.372
Epoch  12 Batch  603/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.370
Epoch  12 Batch  604/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.800, Loss:  0.379
Epoch  12 Batch  605/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.801, Loss:  0.428
Epoch  12 Batch  606/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.802, Loss:  0.351
Epoch  12 Batch  607/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.803, Loss:  0.347
Epoch  12 Batch  608/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.804, Loss:  0.400
Epoch  12 Batch  609/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.805, Loss:  0.399
Epoch  12 Batch  610/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.806, Loss:  0.387
Epoch  12 Batch  611/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.806, Loss:  0.395
Epoch  12 Batch  612/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.809, Loss:  0.361
Epoch  12 Batch  613/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.815, Loss:  0.395
Epoch  12 Batch  614/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.816, Loss:  0.369
Epoch  12 Batch  615/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.820, Loss:  0.359
Epoch  12 Batch  616/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.818, Loss:  0.396
Epoch  12 Batch  617/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.817, Loss:  0.368
Epoch  12 Batch  618/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.819, Loss:  0.390
Epoch  12 Batch  619/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.375
Epoch  12 Batch  620/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.815, Loss:  0.371
Epoch  12 Batch  621/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.806, Loss:  0.385
Epoch  12 Batch  622/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.806, Loss:  0.377
Epoch  12 Batch  623/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.805, Loss:  0.389
Epoch  12 Batch  624/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.803, Loss:  0.375
Epoch  12 Batch  625/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.806, Loss:  0.371
Epoch  12 Batch  626/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.804, Loss:  0.335
Epoch  12 Batch  627/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.806, Loss:  0.369
Epoch  12 Batch  628/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.805, Loss:  0.386
Epoch  12 Batch  629/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.805, Loss:  0.401
Epoch  12 Batch  630/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.807, Loss:  0.388
Epoch  12 Batch  631/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.805, Loss:  0.370
Epoch  12 Batch  632/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.810, Loss:  0.376
Epoch  12 Batch  633/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.816, Loss:  0.363
Epoch  12 Batch  634/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.347
Epoch  12 Batch  635/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.824, Loss:  0.412
Epoch  12 Batch  636/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.825, Loss:  0.363
Epoch  12 Batch  637/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.825, Loss:  0.367
Epoch  12 Batch  638/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.825, Loss:  0.371
Epoch  12 Batch  639/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.826, Loss:  0.364
Epoch  12 Batch  640/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.824, Loss:  0.358
Epoch  12 Batch  641/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.811, Loss:  0.347
Epoch  12 Batch  642/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.809, Loss:  0.393
Epoch  12 Batch  643/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.355
Epoch  12 Batch  644/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.368
Epoch  12 Batch  645/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.806, Loss:  0.364
Epoch  12 Batch  646/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.801, Loss:  0.366
Epoch  12 Batch  647/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.805, Loss:  0.373
Epoch  12 Batch  648/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.803, Loss:  0.352
Epoch  12 Batch  649/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.808, Loss:  0.383
Epoch  12 Batch  650/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.811, Loss:  0.388
Epoch  12 Batch  651/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.810, Loss:  0.352
Epoch  12 Batch  652/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.816, Loss:  0.409
Epoch  12 Batch  653/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.387
Epoch  12 Batch  654/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.812, Loss:  0.365
Epoch  12 Batch  655/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.812, Loss:  0.396
Epoch  12 Batch  656/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.814, Loss:  0.365
Epoch  12 Batch  657/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.815, Loss:  0.398
Epoch  12 Batch  658/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.815, Loss:  0.358
Epoch  12 Batch  659/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.810, Loss:  0.348
Epoch  12 Batch  660/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.805, Loss:  0.398
Epoch  12 Batch  661/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.816, Loss:  0.337
Epoch  12 Batch  662/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.822, Loss:  0.347
Epoch  12 Batch  663/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.824, Loss:  0.354
Epoch  12 Batch  664/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.369
Epoch  12 Batch  665/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.828, Loss:  0.386
Epoch  12 Batch  666/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.827, Loss:  0.395
Epoch  12 Batch  667/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.825, Loss:  0.400
Epoch  12 Batch  668/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.824, Loss:  0.370
Epoch  12 Batch  669/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.820, Loss:  0.364
Epoch  12 Batch  670/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.823, Loss:  0.339
Epoch  12 Batch  671/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.816, Loss:  0.412
Epoch  12 Batch  672/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.803, Loss:  0.366
Epoch  12 Batch  673/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.803, Loss:  0.353
Epoch  12 Batch  674/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.807, Loss:  0.379
Epoch  12 Batch  675/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.809, Loss:  0.374
Epoch  12 Batch  676/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.804, Loss:  0.390
Epoch  12 Batch  677/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.805, Loss:  0.388
Epoch  12 Batch  678/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.808, Loss:  0.352
Epoch  12 Batch  679/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.397
Epoch  12 Batch  680/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.804, Loss:  0.355
Epoch  12 Batch  681/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.802, Loss:  0.382
Epoch  12 Batch  682/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.798, Loss:  0.383
Epoch  12 Batch  683/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.799, Loss:  0.362
Epoch  12 Batch  684/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.797, Loss:  0.359
Epoch  12 Batch  685/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.789, Loss:  0.392
Epoch  12 Batch  686/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.795, Loss:  0.365
Epoch  12 Batch  687/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.802, Loss:  0.410
Epoch  12 Batch  688/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.804, Loss:  0.354
Epoch  12 Batch  689/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.811, Loss:  0.368
Epoch  12 Batch  690/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.817, Loss:  0.349
Epoch  12 Batch  691/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.818, Loss:  0.411
Epoch  12 Batch  692/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.819, Loss:  0.344
Epoch  12 Batch  693/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.824, Loss:  0.426
Epoch  12 Batch  694/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.372
Epoch  12 Batch  695/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.819, Loss:  0.330
Epoch  12 Batch  696/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.818, Loss:  0.414
Epoch  12 Batch  697/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.818, Loss:  0.354
Epoch  12 Batch  698/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.817, Loss:  0.360
Epoch  12 Batch  699/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.817, Loss:  0.375
Epoch  12 Batch  700/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.817, Loss:  0.368
Epoch  12 Batch  701/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.820, Loss:  0.382
Epoch  12 Batch  702/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.820, Loss:  0.381
Epoch  12 Batch  703/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.822, Loss:  0.396
Epoch  12 Batch  704/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.815, Loss:  0.400
Epoch  12 Batch  705/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.814, Loss:  0.407
Epoch  12 Batch  706/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.814, Loss:  0.413
Epoch  12 Batch  707/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.813, Loss:  0.374
Epoch  12 Batch  708/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.816, Loss:  0.361
Epoch  12 Batch  709/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.816, Loss:  0.416
Epoch  12 Batch  710/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.816, Loss:  0.365
Epoch  12 Batch  711/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.813, Loss:  0.412
Epoch  12 Batch  712/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.817, Loss:  0.359
Epoch  12 Batch  713/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.816, Loss:  0.344
Epoch  12 Batch  714/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.813, Loss:  0.355
Epoch  12 Batch  715/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.813, Loss:  0.397
Epoch  12 Batch  716/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.812, Loss:  0.339
Epoch  12 Batch  717/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.808, Loss:  0.370
Epoch  12 Batch  718/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.810, Loss:  0.376
Epoch  12 Batch  719/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.358
Epoch  12 Batch  720/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.815, Loss:  0.405
Epoch  12 Batch  721/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.820, Loss:  0.386
Epoch  12 Batch  722/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.820, Loss:  0.357
Epoch  12 Batch  723/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.362
Epoch  12 Batch  724/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.822, Loss:  0.414
Epoch  12 Batch  725/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.823, Loss:  0.348
Epoch  12 Batch  726/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.825, Loss:  0.353
Epoch  12 Batch  727/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.334
Epoch  12 Batch  728/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.823, Loss:  0.375
Epoch  12 Batch  729/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.391
Epoch  12 Batch  730/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.819, Loss:  0.368
Epoch  12 Batch  731/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.820, Loss:  0.370
Epoch  12 Batch  732/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.823, Loss:  0.380
Epoch  12 Batch  733/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.819, Loss:  0.384
Epoch  12 Batch  734/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.815, Loss:  0.397
Epoch  12 Batch  735/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.818, Loss:  0.370
Epoch  12 Batch  736/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.817, Loss:  0.369
Epoch  12 Batch  737/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.822, Loss:  0.391
Epoch  12 Batch  738/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.826, Loss:  0.326
Epoch  12 Batch  739/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.821, Loss:  0.347
Epoch  12 Batch  740/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.821, Loss:  0.374
Epoch  12 Batch  741/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.820, Loss:  0.383
Epoch  12 Batch  742/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.803, Loss:  0.389
Epoch  12 Batch  743/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.801, Loss:  0.378
Epoch  12 Batch  744/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.803, Loss:  0.350
Epoch  12 Batch  745/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.806, Loss:  0.371
Epoch  12 Batch  746/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.811, Loss:  0.358
Epoch  12 Batch  747/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.811, Loss:  0.346
Epoch  12 Batch  748/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.808, Loss:  0.362
Epoch  12 Batch  749/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.801, Loss:  0.394
Epoch  12 Batch  750/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.803, Loss:  0.354
Epoch  12 Batch  751/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.372
Epoch  12 Batch  752/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.816, Loss:  0.328
Epoch  12 Batch  753/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.825, Loss:  0.378
Epoch  12 Batch  754/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.823, Loss:  0.401
Epoch  12 Batch  755/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.351
Epoch  12 Batch  756/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.818, Loss:  0.364
Epoch  12 Batch  757/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.369
Epoch  12 Batch  758/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.343
Epoch  12 Batch  759/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.331
Epoch  12 Batch  760/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.823, Loss:  0.382
Epoch  12 Batch  761/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.823, Loss:  0.382
Epoch  12 Batch  762/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.819, Loss:  0.358
Epoch  12 Batch  763/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.344
Epoch  12 Batch  764/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.363
Epoch  12 Batch  765/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.815, Loss:  0.352
Epoch  12 Batch  766/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.817, Loss:  0.385
Epoch  12 Batch  767/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.817, Loss:  0.362
Epoch  12 Batch  768/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.817, Loss:  0.365
Epoch  12 Batch  769/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.818, Loss:  0.365
Epoch  12 Batch  770/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.817, Loss:  0.334
Epoch  12 Batch  771/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.818, Loss:  0.397
Epoch  12 Batch  772/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.822, Loss:  0.360
Epoch  12 Batch  773/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.819, Loss:  0.359
Epoch  12 Batch  774/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.818, Loss:  0.366
Epoch  12 Batch  775/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.364
Epoch  12 Batch  776/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.823, Loss:  0.368
Epoch  12 Batch  777/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.819, Loss:  0.390
Epoch  12 Batch  778/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.822, Loss:  0.345
Epoch  12 Batch  779/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.822, Loss:  0.389
Epoch  12 Batch  780/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.822, Loss:  0.410
Epoch  12 Batch  781/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.814, Loss:  0.336
Epoch  12 Batch  782/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.822, Loss:  0.359
Epoch  12 Batch  783/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.819, Loss:  0.369
Epoch  12 Batch  784/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.819, Loss:  0.366
Epoch  12 Batch  785/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.822, Loss:  0.338
Epoch  12 Batch  786/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.822, Loss:  0.383
Epoch  12 Batch  787/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.820, Loss:  0.355
Epoch  12 Batch  788/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.815, Loss:  0.364
Epoch  12 Batch  789/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.809, Loss:  0.365
Epoch  12 Batch  790/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.808, Loss:  0.400
Epoch  12 Batch  791/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.810, Loss:  0.378
Epoch  12 Batch  792/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.811, Loss:  0.368
Epoch  12 Batch  793/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.811, Loss:  0.378
Epoch  12 Batch  794/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.816, Loss:  0.357
Epoch  12 Batch  795/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.814, Loss:  0.406
Epoch  12 Batch  796/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.824, Loss:  0.382
Epoch  12 Batch  797/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.376
Epoch  12 Batch  798/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.835, Loss:  0.371
Epoch  12 Batch  799/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.834, Loss:  0.412
Epoch  12 Batch  800/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.362
Epoch  12 Batch  801/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.829, Loss:  0.363
Epoch  12 Batch  802/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.383
Epoch  12 Batch  803/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.821, Loss:  0.387
Epoch  12 Batch  804/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.827, Loss:  0.357
Epoch  12 Batch  805/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.826, Loss:  0.374
Epoch  12 Batch  806/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.822, Loss:  0.369
Epoch  12 Batch  807/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.815, Loss:  0.345
Epoch  12 Batch  808/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.382
Epoch  12 Batch  809/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.813, Loss:  0.396
Epoch  12 Batch  810/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.814, Loss:  0.356
Epoch  12 Batch  811/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.814, Loss:  0.336
Epoch  12 Batch  812/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.815, Loss:  0.390
Epoch  12 Batch  813/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.812, Loss:  0.367
Epoch  12 Batch  814/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.815, Loss:  0.395
Epoch  12 Batch  815/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.822, Loss:  0.356
Epoch  12 Batch  816/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.829, Loss:  0.383
Epoch  12 Batch  817/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.825, Loss:  0.384
Epoch  12 Batch  818/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.825, Loss:  0.366
Epoch  12 Batch  819/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.824, Loss:  0.353
Epoch  12 Batch  820/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.827, Loss:  0.413
Epoch  12 Batch  821/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.831, Loss:  0.366
Epoch  12 Batch  822/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.835, Loss:  0.358
Epoch  12 Batch  823/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.835, Loss:  0.363
Epoch  12 Batch  824/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.342
Epoch  12 Batch  825/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.840, Loss:  0.354
Epoch  12 Batch  826/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.833, Loss:  0.353
Epoch  12 Batch  827/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.833, Loss:  0.405
Epoch  12 Batch  828/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.826, Loss:  0.363
Epoch  12 Batch  829/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.818, Loss:  0.398
Epoch  12 Batch  830/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.818, Loss:  0.375
Epoch  12 Batch  831/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.814, Loss:  0.395
Epoch  12 Batch  832/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.818, Loss:  0.364
Epoch  12 Batch  833/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.814, Loss:  0.387
Epoch  12 Batch  834/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.348
Epoch  12 Batch  835/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.816, Loss:  0.365
Epoch  12 Batch  836/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.817, Loss:  0.389
Epoch  12 Batch  837/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.822, Loss:  0.404
Epoch  12 Batch  838/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.822, Loss:  0.367
Epoch  12 Batch  839/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.821, Loss:  0.357
Epoch  12 Batch  840/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.820, Loss:  0.343
Epoch  12 Batch  841/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.819, Loss:  0.366
Epoch  12 Batch  842/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.819, Loss:  0.350
Epoch  12 Batch  843/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.819, Loss:  0.360
Epoch  12 Batch  844/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.830, Loss:  0.352
Epoch  12 Batch  845/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.831, Loss:  0.385
Epoch  12 Batch  846/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.830, Loss:  0.380
Epoch  12 Batch  847/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.834, Loss:  0.401
Epoch  12 Batch  848/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.834, Loss:  0.366
Epoch  12 Batch  849/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.829, Loss:  0.369
Epoch  12 Batch  850/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.833, Loss:  0.397
Epoch  12 Batch  851/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.818, Loss:  0.365
Epoch  12 Batch  852/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.817, Loss:  0.398
Epoch  12 Batch  853/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.344
Epoch  12 Batch  854/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.825, Loss:  0.407
Epoch  12 Batch  855/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.394
Epoch  12 Batch  856/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.810, Loss:  0.372
Epoch  12 Batch  857/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.800, Loss:  0.345
Epoch  12 Batch  858/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.354
Epoch  12 Batch  859/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.789, Loss:  0.391
Epoch  12 Batch  860/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.790, Loss:  0.380
Epoch  12 Batch  861/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.792, Loss:  0.384
Epoch  12 Batch  862/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.792, Loss:  0.368
Epoch  12 Batch  863/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.785, Loss:  0.344
Epoch  12 Batch  864/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.784, Loss:  0.354
Epoch  12 Batch  865/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.782, Loss:  0.356
Epoch  12 Batch  866/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.790, Loss:  0.363
Epoch  12 Batch  867/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.797, Loss:  0.424
Epoch  12 Batch  868/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.799, Loss:  0.367
Epoch  12 Batch  869/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.799, Loss:  0.383
Epoch  12 Batch  870/1077 - Train Accuracy:  0.759, Validation Accuracy:  0.797, Loss:  0.414
Epoch  12 Batch  871/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.805, Loss:  0.391
Epoch  12 Batch  872/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.807, Loss:  0.351
Epoch  12 Batch  873/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.809, Loss:  0.379
Epoch  12 Batch  874/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.816, Loss:  0.388
Epoch  12 Batch  875/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.814, Loss:  0.369
Epoch  12 Batch  876/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.820, Loss:  0.380
Epoch  12 Batch  877/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.823, Loss:  0.366
Epoch  12 Batch  878/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.365
Epoch  12 Batch  879/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.346
Epoch  12 Batch  880/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.354
Epoch  12 Batch  881/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.820, Loss:  0.401
Epoch  12 Batch  882/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.819, Loss:  0.399
Epoch  12 Batch  883/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.812, Loss:  0.440
Epoch  12 Batch  884/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.803, Loss:  0.349
Epoch  12 Batch  885/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.800, Loss:  0.323
Epoch  12 Batch  886/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.803, Loss:  0.385
Epoch  12 Batch  887/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.798, Loss:  0.399
Epoch  12 Batch  888/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.801, Loss:  0.337
Epoch  12 Batch  889/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.804, Loss:  0.365
Epoch  12 Batch  890/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.792, Loss:  0.352
Epoch  12 Batch  891/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.791, Loss:  0.376
Epoch  12 Batch  892/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.789, Loss:  0.347
Epoch  12 Batch  893/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.788, Loss:  0.380
Epoch  12 Batch  894/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.794, Loss:  0.341
Epoch  12 Batch  895/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.802, Loss:  0.367
Epoch  12 Batch  896/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.800, Loss:  0.393
Epoch  12 Batch  897/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.810, Loss:  0.353
Epoch  12 Batch  898/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.810, Loss:  0.353
Epoch  12 Batch  899/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.373
Epoch  12 Batch  900/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.820, Loss:  0.403
Epoch  12 Batch  901/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.825, Loss:  0.388
Epoch  12 Batch  902/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.820, Loss:  0.386
Epoch  12 Batch  903/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.824, Loss:  0.357
Epoch  12 Batch  904/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.377
Epoch  12 Batch  905/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.832, Loss:  0.360
Epoch  12 Batch  906/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.832, Loss:  0.381
Epoch  12 Batch  907/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.362
Epoch  12 Batch  908/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.832, Loss:  0.369
Epoch  12 Batch  909/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.374
Epoch  12 Batch  910/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.831, Loss:  0.359
Epoch  12 Batch  911/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.834, Loss:  0.324
Epoch  12 Batch  912/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.825, Loss:  0.386
Epoch  12 Batch  913/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.825, Loss:  0.398
Epoch  12 Batch  914/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.824, Loss:  0.355
Epoch  12 Batch  915/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.824, Loss:  0.398
Epoch  12 Batch  916/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.826, Loss:  0.385
Epoch  12 Batch  917/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.831, Loss:  0.384
Epoch  12 Batch  918/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.822, Loss:  0.334
Epoch  12 Batch  919/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.827, Loss:  0.355
Epoch  12 Batch  920/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.822, Loss:  0.391
Epoch  12 Batch  921/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.827, Loss:  0.389
Epoch  12 Batch  922/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.811, Loss:  0.367
Epoch  12 Batch  923/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.816, Loss:  0.373
Epoch  12 Batch  924/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.423
Epoch  12 Batch  925/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.360
Epoch  12 Batch  926/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.824, Loss:  0.388
Epoch  12 Batch  927/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.824, Loss:  0.397
Epoch  12 Batch  928/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.826, Loss:  0.369
Epoch  12 Batch  929/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.826, Loss:  0.377
Epoch  12 Batch  930/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.826, Loss:  0.355
Epoch  12 Batch  931/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.823, Loss:  0.356
Epoch  12 Batch  932/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.823, Loss:  0.377
Epoch  12 Batch  933/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.385
Epoch  12 Batch  934/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.822, Loss:  0.385
Epoch  12 Batch  935/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.822, Loss:  0.381
Epoch  12 Batch  936/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.367
Epoch  12 Batch  937/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.824, Loss:  0.397
Epoch  12 Batch  938/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.819, Loss:  0.395
Epoch  12 Batch  939/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.825, Loss:  0.384
Epoch  12 Batch  940/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.830, Loss:  0.372
Epoch  12 Batch  941/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.340
Epoch  12 Batch  942/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.825, Loss:  0.377
Epoch  12 Batch  943/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.819, Loss:  0.373
Epoch  12 Batch  944/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.823, Loss:  0.355
Epoch  12 Batch  945/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.817, Loss:  0.353
Epoch  12 Batch  946/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.816, Loss:  0.373
Epoch  12 Batch  947/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.816, Loss:  0.406
Epoch  12 Batch  948/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.816, Loss:  0.373
Epoch  12 Batch  949/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.817, Loss:  0.330
Epoch  12 Batch  950/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.801, Loss:  0.343
Epoch  12 Batch  951/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.799, Loss:  0.356
Epoch  12 Batch  952/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.793, Loss:  0.364
Epoch  12 Batch  953/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.792, Loss:  0.362
Epoch  12 Batch  954/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.794, Loss:  0.388
Epoch  12 Batch  955/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.798, Loss:  0.363
Epoch  12 Batch  956/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.795, Loss:  0.350
Epoch  12 Batch  957/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.798, Loss:  0.348
Epoch  12 Batch  958/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.801, Loss:  0.371
Epoch  12 Batch  959/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.796, Loss:  0.360
Epoch  12 Batch  960/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.795, Loss:  0.346
Epoch  12 Batch  961/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.799, Loss:  0.396
Epoch  12 Batch  962/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.797, Loss:  0.354
Epoch  12 Batch  963/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.793, Loss:  0.416
Epoch  12 Batch  964/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.791, Loss:  0.337
Epoch  12 Batch  965/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.795, Loss:  0.384
Epoch  12 Batch  966/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.802, Loss:  0.323
Epoch  12 Batch  967/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.808, Loss:  0.338
Epoch  12 Batch  968/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.809, Loss:  0.401
Epoch  12 Batch  969/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.812, Loss:  0.370
Epoch  12 Batch  970/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.812, Loss:  0.386
Epoch  12 Batch  971/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.812, Loss:  0.368
Epoch  12 Batch  972/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.814, Loss:  0.350
Epoch  12 Batch  973/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.814, Loss:  0.339
Epoch  12 Batch  974/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.812, Loss:  0.360
Epoch  12 Batch  975/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.816, Loss:  0.352
Epoch  12 Batch  976/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.819, Loss:  0.350
Epoch  12 Batch  977/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.817, Loss:  0.337
Epoch  12 Batch  978/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.823, Loss:  0.386
Epoch  12 Batch  979/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.815, Loss:  0.392
Epoch  12 Batch  980/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.814, Loss:  0.356
Epoch  12 Batch  981/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.818, Loss:  0.378
Epoch  12 Batch  982/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.358
Epoch  12 Batch  983/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.818, Loss:  0.391
Epoch  12 Batch  984/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.821, Loss:  0.408
Epoch  12 Batch  985/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.826, Loss:  0.371
Epoch  12 Batch  986/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.824, Loss:  0.352
Epoch  12 Batch  987/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.821, Loss:  0.339
Epoch  12 Batch  988/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.823, Loss:  0.371
Epoch  12 Batch  989/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.821, Loss:  0.379
Epoch  12 Batch  990/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.816, Loss:  0.397
Epoch  12 Batch  991/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.812, Loss:  0.374
Epoch  12 Batch  992/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.359
Epoch  12 Batch  993/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.817, Loss:  0.330
Epoch  12 Batch  994/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.819, Loss:  0.374
Epoch  12 Batch  995/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.821, Loss:  0.349
Epoch  12 Batch  996/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.360
Epoch  12 Batch  997/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.825, Loss:  0.387
Epoch  12 Batch  998/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.827, Loss:  0.366
Epoch  12 Batch  999/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.352
Epoch  12 Batch 1000/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.817, Loss:  0.335
Epoch  12 Batch 1001/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.345
Epoch  12 Batch 1002/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.368
Epoch  12 Batch 1003/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.822, Loss:  0.362
Epoch  12 Batch 1004/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.817, Loss:  0.379
Epoch  12 Batch 1005/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.816, Loss:  0.375
Epoch  12 Batch 1006/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.336
Epoch  12 Batch 1007/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.814, Loss:  0.335
Epoch  12 Batch 1008/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.809, Loss:  0.390
Epoch  12 Batch 1009/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.809, Loss:  0.336
Epoch  12 Batch 1010/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.806, Loss:  0.373
Epoch  12 Batch 1011/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.809, Loss:  0.369
Epoch  12 Batch 1012/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.804, Loss:  0.348
Epoch  12 Batch 1013/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.804, Loss:  0.336
Epoch  12 Batch 1014/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.807, Loss:  0.394
Epoch  12 Batch 1015/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.810, Loss:  0.412
Epoch  12 Batch 1016/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.810, Loss:  0.386
Epoch  12 Batch 1017/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.806, Loss:  0.375
Epoch  12 Batch 1018/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.816, Loss:  0.346
Epoch  12 Batch 1019/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.811, Loss:  0.377
Epoch  12 Batch 1020/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.796, Loss:  0.338
Epoch  12 Batch 1021/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.793, Loss:  0.367
Epoch  12 Batch 1022/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.793, Loss:  0.343
Epoch  12 Batch 1023/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.793, Loss:  0.355
Epoch  12 Batch 1024/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.797, Loss:  0.402
Epoch  12 Batch 1025/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.797, Loss:  0.367
Epoch  12 Batch 1026/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.797, Loss:  0.346
Epoch  12 Batch 1027/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.794, Loss:  0.383
Epoch  12 Batch 1028/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.800, Loss:  0.374
Epoch  12 Batch 1029/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.800, Loss:  0.358
Epoch  12 Batch 1030/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.802, Loss:  0.366
Epoch  12 Batch 1031/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.803, Loss:  0.384
Epoch  12 Batch 1032/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.806, Loss:  0.388
Epoch  12 Batch 1033/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.804, Loss:  0.352
Epoch  12 Batch 1034/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.809, Loss:  0.387
Epoch  12 Batch 1035/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.810, Loss:  0.329
Epoch  12 Batch 1036/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.806, Loss:  0.369
Epoch  12 Batch 1037/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.808, Loss:  0.398
Epoch  12 Batch 1038/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.808, Loss:  0.368
Epoch  12 Batch 1039/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.801, Loss:  0.363
Epoch  12 Batch 1040/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.801, Loss:  0.389
Epoch  12 Batch 1041/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.806, Loss:  0.384
Epoch  12 Batch 1042/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.804, Loss:  0.356
Epoch  12 Batch 1043/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.804, Loss:  0.381
Epoch  12 Batch 1044/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.806, Loss:  0.352
Epoch  12 Batch 1045/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.802, Loss:  0.374
Epoch  12 Batch 1046/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.796, Loss:  0.340
Epoch  12 Batch 1047/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.795, Loss:  0.359
Epoch  12 Batch 1048/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.796, Loss:  0.368
Epoch  12 Batch 1049/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.797, Loss:  0.395
Epoch  12 Batch 1050/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.797, Loss:  0.370
Epoch  12 Batch 1051/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.798, Loss:  0.357
Epoch  12 Batch 1052/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.802, Loss:  0.352
Epoch  12 Batch 1053/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.817, Loss:  0.363
Epoch  12 Batch 1054/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.822, Loss:  0.365
Epoch  12 Batch 1055/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.815, Loss:  0.356
Epoch  12 Batch 1056/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.815, Loss:  0.346
Epoch  12 Batch 1057/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.816, Loss:  0.384
Epoch  12 Batch 1058/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.819, Loss:  0.393
Epoch  12 Batch 1059/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.812, Loss:  0.401
Epoch  12 Batch 1060/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.809, Loss:  0.328
Epoch  12 Batch 1061/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.813, Loss:  0.391
Epoch  12 Batch 1062/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.816, Loss:  0.369
Epoch  12 Batch 1063/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.816, Loss:  0.359
Epoch  12 Batch 1064/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.365
Epoch  12 Batch 1065/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.814, Loss:  0.356
Epoch  12 Batch 1066/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.814, Loss:  0.353
Epoch  12 Batch 1067/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.822, Loss:  0.383
Epoch  12 Batch 1068/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.819, Loss:  0.355
Epoch  12 Batch 1069/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.330
Epoch  12 Batch 1070/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.821, Loss:  0.357
Epoch  12 Batch 1071/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.826, Loss:  0.359
Epoch  12 Batch 1072/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.826, Loss:  0.372
Epoch  12 Batch 1073/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.385
Epoch  12 Batch 1074/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.393
Epoch  12 Batch 1075/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.402
Epoch  13 Batch    0/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.816, Loss:  0.342
Epoch  13 Batch    1/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.815, Loss:  0.360
Epoch  13 Batch    2/1077 - Train Accuracy:  0.781, Validation Accuracy:  0.815, Loss:  0.386
Epoch  13 Batch    3/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.812, Loss:  0.352
Epoch  13 Batch    4/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.813, Loss:  0.366
Epoch  13 Batch    5/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.812, Loss:  0.392
Epoch  13 Batch    6/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.811, Loss:  0.370
Epoch  13 Batch    7/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.811, Loss:  0.354
Epoch  13 Batch    8/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.805, Loss:  0.381
Epoch  13 Batch    9/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.812, Loss:  0.361
Epoch  13 Batch   10/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.803, Loss:  0.376
Epoch  13 Batch   11/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.795, Loss:  0.373
Epoch  13 Batch   12/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.795, Loss:  0.380
Epoch  13 Batch   13/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.795, Loss:  0.380
Epoch  13 Batch   14/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.799, Loss:  0.344
Epoch  13 Batch   15/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.798, Loss:  0.341
Epoch  13 Batch   16/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.810, Loss:  0.375
Epoch  13 Batch   17/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.820, Loss:  0.359
Epoch  13 Batch   18/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.826, Loss:  0.365
Epoch  13 Batch   19/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.823, Loss:  0.377
Epoch  13 Batch   20/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.819, Loss:  0.353
Epoch  13 Batch   21/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.817, Loss:  0.392
Epoch  13 Batch   22/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.816, Loss:  0.387
Epoch  13 Batch   23/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.817, Loss:  0.368
Epoch  13 Batch   24/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.816, Loss:  0.366
Epoch  13 Batch   25/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.818, Loss:  0.351
Epoch  13 Batch   26/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.816, Loss:  0.373
Epoch  13 Batch   27/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.814, Loss:  0.322
Epoch  13 Batch   28/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.816, Loss:  0.369
Epoch  13 Batch   29/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.810, Loss:  0.352
Epoch  13 Batch   30/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.358
Epoch  13 Batch   31/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.810, Loss:  0.372
Epoch  13 Batch   32/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.805, Loss:  0.339
Epoch  13 Batch   33/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.804, Loss:  0.324
Epoch  13 Batch   34/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.808, Loss:  0.359
Epoch  13 Batch   35/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.807, Loss:  0.367
Epoch  13 Batch   36/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.808, Loss:  0.363
Epoch  13 Batch   37/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.817, Loss:  0.359
Epoch  13 Batch   38/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.815, Loss:  0.394
Epoch  13 Batch   39/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.816, Loss:  0.402
Epoch  13 Batch   40/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.360
Epoch  13 Batch   41/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.819, Loss:  0.361
Epoch  13 Batch   42/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.815, Loss:  0.391
Epoch  13 Batch   43/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.823, Loss:  0.340
Epoch  13 Batch   44/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.372
Epoch  13 Batch   45/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.822, Loss:  0.381
Epoch  13 Batch   46/1077 - Train Accuracy:  0.776, Validation Accuracy:  0.813, Loss:  0.389
Epoch  13 Batch   47/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.815, Loss:  0.365
Epoch  13 Batch   48/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.814, Loss:  0.403
Epoch  13 Batch   49/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.814, Loss:  0.380
Epoch  13 Batch   50/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.816, Loss:  0.361
Epoch  13 Batch   51/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.812, Loss:  0.357
Epoch  13 Batch   52/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.813, Loss:  0.340
Epoch  13 Batch   53/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.809, Loss:  0.372
Epoch  13 Batch   54/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.813, Loss:  0.407
Epoch  13 Batch   55/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.811, Loss:  0.349
Epoch  13 Batch   56/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.814, Loss:  0.348
Epoch  13 Batch   57/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.809, Loss:  0.330
Epoch  13 Batch   58/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.803, Loss:  0.348
Epoch  13 Batch   59/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.389
Epoch  13 Batch   60/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.811, Loss:  0.357
Epoch  13 Batch   61/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.812, Loss:  0.374
Epoch  13 Batch   62/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.813, Loss:  0.402
Epoch  13 Batch   63/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.812, Loss:  0.363
Epoch  13 Batch   64/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.814, Loss:  0.347
Epoch  13 Batch   65/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.819, Loss:  0.375
Epoch  13 Batch   66/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.814, Loss:  0.357
Epoch  13 Batch   67/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.817, Loss:  0.358
Epoch  13 Batch   68/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.817, Loss:  0.374
Epoch  13 Batch   69/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.395
Epoch  13 Batch   70/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.816, Loss:  0.373
Epoch  13 Batch   71/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.817, Loss:  0.355
Epoch  13 Batch   72/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.357
Epoch  13 Batch   73/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.823, Loss:  0.378
Epoch  13 Batch   74/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.332
Epoch  13 Batch   75/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.399
Epoch  13 Batch   76/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.339
Epoch  13 Batch   77/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.820, Loss:  0.365
Epoch  13 Batch   78/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.821, Loss:  0.376
Epoch  13 Batch   79/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.821, Loss:  0.371
Epoch  13 Batch   80/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.813, Loss:  0.374
Epoch  13 Batch   81/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.821, Loss:  0.371
Epoch  13 Batch   82/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.814, Loss:  0.336
Epoch  13 Batch   83/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.813, Loss:  0.378
Epoch  13 Batch   84/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.817, Loss:  0.373
Epoch  13 Batch   85/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.811, Loss:  0.351
Epoch  13 Batch   86/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.812, Loss:  0.370
Epoch  13 Batch   87/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.818, Loss:  0.399
Epoch  13 Batch   88/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.809, Loss:  0.403
Epoch  13 Batch   89/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.801, Loss:  0.370
Epoch  13 Batch   90/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.808, Loss:  0.392
Epoch  13 Batch   91/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.811, Loss:  0.337
Epoch  13 Batch   92/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.813, Loss:  0.372
Epoch  13 Batch   93/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.812, Loss:  0.369
Epoch  13 Batch   94/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.811, Loss:  0.351
Epoch  13 Batch   95/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.383
Epoch  13 Batch   96/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.813, Loss:  0.345
Epoch  13 Batch   97/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.818, Loss:  0.357
Epoch  13 Batch   98/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.812, Loss:  0.346
Epoch  13 Batch   99/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.374
Epoch  13 Batch  100/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.816, Loss:  0.355
Epoch  13 Batch  101/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.820, Loss:  0.361
Epoch  13 Batch  102/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.816, Loss:  0.346
Epoch  13 Batch  103/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.807, Loss:  0.423
Epoch  13 Batch  104/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.807, Loss:  0.375
Epoch  13 Batch  105/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.808, Loss:  0.365
Epoch  13 Batch  106/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.803, Loss:  0.393
Epoch  13 Batch  107/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.803, Loss:  0.370
Epoch  13 Batch  108/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.806, Loss:  0.331
Epoch  13 Batch  109/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.357
Epoch  13 Batch  110/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.800, Loss:  0.334
Epoch  13 Batch  111/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.801, Loss:  0.384
Epoch  13 Batch  112/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.809, Loss:  0.350
Epoch  13 Batch  113/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.810, Loss:  0.379
Epoch  13 Batch  114/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.806, Loss:  0.355
Epoch  13 Batch  115/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.808, Loss:  0.388
Epoch  13 Batch  116/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.816, Loss:  0.371
Epoch  13 Batch  117/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.813, Loss:  0.398
Epoch  13 Batch  118/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.819, Loss:  0.400
Epoch  13 Batch  119/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.378
Epoch  13 Batch  120/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.390
Epoch  13 Batch  121/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.361
Epoch  13 Batch  122/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.367
Epoch  13 Batch  123/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.825, Loss:  0.328
Epoch  13 Batch  124/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.816, Loss:  0.382
Epoch  13 Batch  125/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.818, Loss:  0.374
Epoch  13 Batch  126/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.825, Loss:  0.345
Epoch  13 Batch  127/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.825, Loss:  0.357
Epoch  13 Batch  128/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.338
Epoch  13 Batch  129/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.820, Loss:  0.348
Epoch  13 Batch  130/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.820, Loss:  0.328
Epoch  13 Batch  131/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.818, Loss:  0.351
Epoch  13 Batch  132/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.812, Loss:  0.384
Epoch  13 Batch  133/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.811, Loss:  0.359
Epoch  13 Batch  134/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.807, Loss:  0.341
Epoch  13 Batch  135/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.805, Loss:  0.371
Epoch  13 Batch  136/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.808, Loss:  0.343
Epoch  13 Batch  137/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.813, Loss:  0.326
Epoch  13 Batch  138/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.811, Loss:  0.345
Epoch  13 Batch  139/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.807, Loss:  0.373
Epoch  13 Batch  140/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.811, Loss:  0.384
Epoch  13 Batch  141/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.814, Loss:  0.368
Epoch  13 Batch  142/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.809, Loss:  0.355
Epoch  13 Batch  143/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.802, Loss:  0.352
Epoch  13 Batch  144/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.806, Loss:  0.382
Epoch  13 Batch  145/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.805, Loss:  0.369
Epoch  13 Batch  146/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.806, Loss:  0.373
Epoch  13 Batch  147/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.815, Loss:  0.385
Epoch  13 Batch  148/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.816, Loss:  0.369
Epoch  13 Batch  149/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.354
Epoch  13 Batch  150/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.820, Loss:  0.343
Epoch  13 Batch  151/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.822, Loss:  0.336
Epoch  13 Batch  152/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.822, Loss:  0.383
Epoch  13 Batch  153/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.822, Loss:  0.399
Epoch  13 Batch  154/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.814, Loss:  0.360
Epoch  13 Batch  155/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.814, Loss:  0.376
Epoch  13 Batch  156/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.809, Loss:  0.352
Epoch  13 Batch  157/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.806, Loss:  0.368
Epoch  13 Batch  158/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.811, Loss:  0.372
Epoch  13 Batch  159/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.811, Loss:  0.329
Epoch  13 Batch  160/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.814, Loss:  0.347
Epoch  13 Batch  161/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.817, Loss:  0.372
Epoch  13 Batch  162/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.813, Loss:  0.406
Epoch  13 Batch  163/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.822, Loss:  0.390
Epoch  13 Batch  164/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.814, Loss:  0.373
Epoch  13 Batch  165/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.816, Loss:  0.345
Epoch  13 Batch  166/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.815, Loss:  0.365
Epoch  13 Batch  167/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.823, Loss:  0.380
Epoch  13 Batch  168/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.394
Epoch  13 Batch  169/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.824, Loss:  0.373
Epoch  13 Batch  170/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.821, Loss:  0.398
Epoch  13 Batch  171/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.353
Epoch  13 Batch  172/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.815, Loss:  0.339
Epoch  13 Batch  173/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.818, Loss:  0.392
Epoch  13 Batch  174/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.354
Epoch  13 Batch  175/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.818, Loss:  0.350
Epoch  13 Batch  176/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.813, Loss:  0.371
Epoch  13 Batch  177/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.815, Loss:  0.379
Epoch  13 Batch  178/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.807, Loss:  0.354
Epoch  13 Batch  179/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.807, Loss:  0.378
Epoch  13 Batch  180/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.804, Loss:  0.357
Epoch  13 Batch  181/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.805, Loss:  0.402
Epoch  13 Batch  182/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.810, Loss:  0.370
Epoch  13 Batch  183/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.807, Loss:  0.383
Epoch  13 Batch  184/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.808, Loss:  0.339
Epoch  13 Batch  185/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.809, Loss:  0.366
Epoch  13 Batch  186/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.809, Loss:  0.373
Epoch  13 Batch  187/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.805, Loss:  0.349
Epoch  13 Batch  188/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.810, Loss:  0.379
Epoch  13 Batch  189/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.819, Loss:  0.366
Epoch  13 Batch  190/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.827, Loss:  0.362
Epoch  13 Batch  191/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.820, Loss:  0.327
Epoch  13 Batch  192/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.815, Loss:  0.371
Epoch  13 Batch  193/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.344
Epoch  13 Batch  194/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.819, Loss:  0.333
Epoch  13 Batch  195/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.819, Loss:  0.342
Epoch  13 Batch  196/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.822, Loss:  0.357
Epoch  13 Batch  197/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.824, Loss:  0.346
Epoch  13 Batch  198/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.820, Loss:  0.341
Epoch  13 Batch  199/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.338
Epoch  13 Batch  200/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.812, Loss:  0.363
Epoch  13 Batch  201/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.328
Epoch  13 Batch  202/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.818, Loss:  0.384
Epoch  13 Batch  203/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.809, Loss:  0.357
Epoch  13 Batch  204/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.811, Loss:  0.380
Epoch  13 Batch  205/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.803, Loss:  0.368
Epoch  13 Batch  206/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.807, Loss:  0.350
Epoch  13 Batch  207/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.801, Loss:  0.361
Epoch  13 Batch  208/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.803, Loss:  0.369
Epoch  13 Batch  209/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.815, Loss:  0.317
Epoch  13 Batch  210/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.813, Loss:  0.371
Epoch  13 Batch  211/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.348
Epoch  13 Batch  212/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.814, Loss:  0.342
Epoch  13 Batch  213/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.815, Loss:  0.335
Epoch  13 Batch  214/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.814, Loss:  0.359
Epoch  13 Batch  215/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.810, Loss:  0.400
Epoch  13 Batch  216/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.809, Loss:  0.355
Epoch  13 Batch  217/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.809, Loss:  0.328
Epoch  13 Batch  218/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.812, Loss:  0.420
Epoch  13 Batch  219/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.810, Loss:  0.362
Epoch  13 Batch  220/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.377
Epoch  13 Batch  221/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.814, Loss:  0.354
Epoch  13 Batch  222/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.820, Loss:  0.365
Epoch  13 Batch  223/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.825, Loss:  0.320
Epoch  13 Batch  224/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.835, Loss:  0.367
Epoch  13 Batch  225/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.833, Loss:  0.363
Epoch  13 Batch  226/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.833, Loss:  0.359
Epoch  13 Batch  227/1077 - Train Accuracy:  0.766, Validation Accuracy:  0.832, Loss:  0.402
Epoch  13 Batch  228/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.827, Loss:  0.355
Epoch  13 Batch  229/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.824, Loss:  0.369
Epoch  13 Batch  230/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.820, Loss:  0.342
Epoch  13 Batch  231/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.384
Epoch  13 Batch  232/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.377
Epoch  13 Batch  233/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.373
Epoch  13 Batch  234/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.826, Loss:  0.366
Epoch  13 Batch  235/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.329
Epoch  13 Batch  236/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.818, Loss:  0.384
Epoch  13 Batch  237/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.820, Loss:  0.340
Epoch  13 Batch  238/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.818, Loss:  0.367
Epoch  13 Batch  239/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.824, Loss:  0.329
Epoch  13 Batch  240/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.339
Epoch  13 Batch  241/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.325
Epoch  13 Batch  242/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.827, Loss:  0.361
Epoch  13 Batch  243/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.381
Epoch  13 Batch  244/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.824, Loss:  0.374
Epoch  13 Batch  245/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.347
Epoch  13 Batch  246/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.364
Epoch  13 Batch  247/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.362
Epoch  13 Batch  248/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.830, Loss:  0.351
Epoch  13 Batch  249/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.835, Loss:  0.358
Epoch  13 Batch  250/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.832, Loss:  0.337
Epoch  13 Batch  251/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.363
Epoch  13 Batch  252/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.815, Loss:  0.339
Epoch  13 Batch  253/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.356
Epoch  13 Batch  254/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.813, Loss:  0.377
Epoch  13 Batch  255/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.814, Loss:  0.355
Epoch  13 Batch  256/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.809, Loss:  0.404
Epoch  13 Batch  257/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.810, Loss:  0.360
Epoch  13 Batch  258/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.343
Epoch  13 Batch  259/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.808, Loss:  0.351
Epoch  13 Batch  260/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.814, Loss:  0.340
Epoch  13 Batch  261/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.814, Loss:  0.361
Epoch  13 Batch  262/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.810, Loss:  0.349
Epoch  13 Batch  263/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.815, Loss:  0.343
Epoch  13 Batch  264/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.821, Loss:  0.382
Epoch  13 Batch  265/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.824, Loss:  0.361
Epoch  13 Batch  266/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.821, Loss:  0.362
Epoch  13 Batch  267/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.822, Loss:  0.345
Epoch  13 Batch  268/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.359
Epoch  13 Batch  269/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.824, Loss:  0.388
Epoch  13 Batch  270/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.823, Loss:  0.395
Epoch  13 Batch  271/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.821, Loss:  0.357
Epoch  13 Batch  272/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.815, Loss:  0.419
Epoch  13 Batch  273/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.816, Loss:  0.371
Epoch  13 Batch  274/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.811, Loss:  0.353
Epoch  13 Batch  275/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.806, Loss:  0.353
Epoch  13 Batch  276/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.801, Loss:  0.407
Epoch  13 Batch  277/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.792, Loss:  0.330
Epoch  13 Batch  278/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.793, Loss:  0.394
Epoch  13 Batch  279/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.798, Loss:  0.423
Epoch  13 Batch  280/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.797, Loss:  0.383
Epoch  13 Batch  281/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.792, Loss:  0.352
Epoch  13 Batch  282/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.794, Loss:  0.395
Epoch  13 Batch  283/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.805, Loss:  0.370
Epoch  13 Batch  284/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.805, Loss:  0.379
Epoch  13 Batch  285/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.809, Loss:  0.354
Epoch  13 Batch  286/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.808, Loss:  0.363
Epoch  13 Batch  287/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.811, Loss:  0.374
Epoch  13 Batch  288/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.811, Loss:  0.386
Epoch  13 Batch  289/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.804, Loss:  0.361
Epoch  13 Batch  290/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.806, Loss:  0.392
Epoch  13 Batch  291/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.808, Loss:  0.378
Epoch  13 Batch  292/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.801, Loss:  0.342
Epoch  13 Batch  293/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.801, Loss:  0.379
Epoch  13 Batch  294/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.810, Loss:  0.335
Epoch  13 Batch  295/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.817, Loss:  0.373
Epoch  13 Batch  296/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.821, Loss:  0.339
Epoch  13 Batch  297/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.822, Loss:  0.407
Epoch  13 Batch  298/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.812, Loss:  0.371
Epoch  13 Batch  299/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.810, Loss:  0.328
Epoch  13 Batch  300/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.810, Loss:  0.350
Epoch  13 Batch  301/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.810, Loss:  0.357
Epoch  13 Batch  302/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.808, Loss:  0.352
Epoch  13 Batch  303/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.809, Loss:  0.387
Epoch  13 Batch  304/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.810, Loss:  0.345
Epoch  13 Batch  305/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.808, Loss:  0.357
Epoch  13 Batch  306/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.812, Loss:  0.344
Epoch  13 Batch  307/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.817, Loss:  0.362
Epoch  13 Batch  308/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.822, Loss:  0.396
Epoch  13 Batch  309/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.822, Loss:  0.344
Epoch  13 Batch  310/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.830, Loss:  0.380
Epoch  13 Batch  311/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.331
Epoch  13 Batch  312/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.827, Loss:  0.384
Epoch  13 Batch  313/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.334
Epoch  13 Batch  314/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.830, Loss:  0.363
Epoch  13 Batch  315/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.828, Loss:  0.337
Epoch  13 Batch  316/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.327
Epoch  13 Batch  317/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.390
Epoch  13 Batch  318/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.361
Epoch  13 Batch  319/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.827, Loss:  0.359
Epoch  13 Batch  320/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.362
Epoch  13 Batch  321/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.832, Loss:  0.347
Epoch  13 Batch  322/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.828, Loss:  0.353
Epoch  13 Batch  323/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.337
Epoch  13 Batch  324/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.821, Loss:  0.342
Epoch  13 Batch  325/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.820, Loss:  0.352
Epoch  13 Batch  326/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.819, Loss:  0.360
Epoch  13 Batch  327/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.821, Loss:  0.387
Epoch  13 Batch  328/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.814, Loss:  0.396
Epoch  13 Batch  329/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.814, Loss:  0.374
Epoch  13 Batch  330/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.819, Loss:  0.373
Epoch  13 Batch  331/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.378
Epoch  13 Batch  332/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.828, Loss:  0.317
Epoch  13 Batch  333/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.827, Loss:  0.379
Epoch  13 Batch  334/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.361
Epoch  13 Batch  335/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.825, Loss:  0.335
Epoch  13 Batch  336/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.822, Loss:  0.389
Epoch  13 Batch  337/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.819, Loss:  0.381
Epoch  13 Batch  338/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.821, Loss:  0.386
Epoch  13 Batch  339/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.821, Loss:  0.323
Epoch  13 Batch  340/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.816, Loss:  0.371
Epoch  13 Batch  341/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.412
Epoch  13 Batch  342/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.337
Epoch  13 Batch  343/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.821, Loss:  0.351
Epoch  13 Batch  344/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.819, Loss:  0.356
Epoch  13 Batch  345/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.814, Loss:  0.345
Epoch  13 Batch  346/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.815, Loss:  0.376
Epoch  13 Batch  347/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.822, Loss:  0.334
Epoch  13 Batch  348/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.819, Loss:  0.335
Epoch  13 Batch  349/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.814, Loss:  0.361
Epoch  13 Batch  350/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.811, Loss:  0.373
Epoch  13 Batch  351/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.806, Loss:  0.388
Epoch  13 Batch  352/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.806, Loss:  0.368
Epoch  13 Batch  353/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.808, Loss:  0.398
Epoch  13 Batch  354/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.813, Loss:  0.375
Epoch  13 Batch  355/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.807, Loss:  0.376
Epoch  13 Batch  356/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.804, Loss:  0.348
Epoch  13 Batch  357/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.807, Loss:  0.348
Epoch  13 Batch  358/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.808, Loss:  0.380
Epoch  13 Batch  359/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.817, Loss:  0.362
Epoch  13 Batch  360/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.818, Loss:  0.366
Epoch  13 Batch  361/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.818, Loss:  0.382
Epoch  13 Batch  362/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.819, Loss:  0.350
Epoch  13 Batch  363/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.820, Loss:  0.367
Epoch  13 Batch  364/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.821, Loss:  0.382
Epoch  13 Batch  365/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.816, Loss:  0.348
Epoch  13 Batch  366/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.349
Epoch  13 Batch  367/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.320
Epoch  13 Batch  368/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.360
Epoch  13 Batch  369/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.829, Loss:  0.344
Epoch  13 Batch  370/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.833, Loss:  0.364
Epoch  13 Batch  371/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.827, Loss:  0.357
Epoch  13 Batch  372/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.325
Epoch  13 Batch  373/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.316
Epoch  13 Batch  374/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.826, Loss:  0.405
Epoch  13 Batch  375/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.824, Loss:  0.342
Epoch  13 Batch  376/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.821, Loss:  0.335
Epoch  13 Batch  377/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.816, Loss:  0.362
Epoch  13 Batch  378/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.821, Loss:  0.343
Epoch  13 Batch  379/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.821, Loss:  0.392
Epoch  13 Batch  380/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.821, Loss:  0.341
Epoch  13 Batch  381/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.827, Loss:  0.385
Epoch  13 Batch  382/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.396
Epoch  13 Batch  383/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.828, Loss:  0.354
Epoch  13 Batch  384/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.353
Epoch  13 Batch  385/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.367
Epoch  13 Batch  386/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.829, Loss:  0.347
Epoch  13 Batch  387/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.346
Epoch  13 Batch  388/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.829, Loss:  0.355
Epoch  13 Batch  389/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.829, Loss:  0.368
Epoch  13 Batch  390/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.832, Loss:  0.395
Epoch  13 Batch  391/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.829, Loss:  0.349
Epoch  13 Batch  392/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.829, Loss:  0.344
Epoch  13 Batch  393/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.820, Loss:  0.322
Epoch  13 Batch  394/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.376
Epoch  13 Batch  395/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.816, Loss:  0.324
Epoch  13 Batch  396/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.359
Epoch  13 Batch  397/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.360
Epoch  13 Batch  398/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.813, Loss:  0.379
Epoch  13 Batch  399/1077 - Train Accuracy:  0.764, Validation Accuracy:  0.817, Loss:  0.388
Epoch  13 Batch  400/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.817, Loss:  0.387
Epoch  13 Batch  401/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.825, Loss:  0.355
Epoch  13 Batch  402/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.830, Loss:  0.351
Epoch  13 Batch  403/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.834, Loss:  0.383
Epoch  13 Batch  404/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.835, Loss:  0.323
Epoch  13 Batch  405/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.840, Loss:  0.389
Epoch  13 Batch  406/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.348
Epoch  13 Batch  407/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.837, Loss:  0.403
Epoch  13 Batch  408/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.836, Loss:  0.383
Epoch  13 Batch  409/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.389
Epoch  13 Batch  410/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.832, Loss:  0.380
Epoch  13 Batch  411/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.350
Epoch  13 Batch  412/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.829, Loss:  0.347
Epoch  13 Batch  413/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.830, Loss:  0.353
Epoch  13 Batch  414/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.829, Loss:  0.381
Epoch  13 Batch  415/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.834, Loss:  0.359
Epoch  13 Batch  416/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.836, Loss:  0.346
Epoch  13 Batch  417/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.827, Loss:  0.422
Epoch  13 Batch  418/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.822, Loss:  0.361
Epoch  13 Batch  419/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.812, Loss:  0.363
Epoch  13 Batch  420/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.813, Loss:  0.334
Epoch  13 Batch  421/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.381
Epoch  13 Batch  422/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.824, Loss:  0.370
Epoch  13 Batch  423/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.381
Epoch  13 Batch  424/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.828, Loss:  0.369
Epoch  13 Batch  425/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.830, Loss:  0.335
Epoch  13 Batch  426/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.822, Loss:  0.389
Epoch  13 Batch  427/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.822, Loss:  0.355
Epoch  13 Batch  428/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.330
Epoch  13 Batch  429/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.359
Epoch  13 Batch  430/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.356
Epoch  13 Batch  431/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.822, Loss:  0.347
Epoch  13 Batch  432/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.818, Loss:  0.367
Epoch  13 Batch  433/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.806, Loss:  0.374
Epoch  13 Batch  434/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.810, Loss:  0.366
Epoch  13 Batch  435/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.799, Loss:  0.385
Epoch  13 Batch  436/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.808, Loss:  0.334
Epoch  13 Batch  437/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.803, Loss:  0.363
Epoch  13 Batch  438/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.800, Loss:  0.357
Epoch  13 Batch  439/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.797, Loss:  0.381
Epoch  13 Batch  440/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.795, Loss:  0.371
Epoch  13 Batch  441/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.797, Loss:  0.340
Epoch  13 Batch  442/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.797, Loss:  0.352
Epoch  13 Batch  443/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.797, Loss:  0.360
Epoch  13 Batch  444/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.801, Loss:  0.372
Epoch  13 Batch  445/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.801, Loss:  0.381
Epoch  13 Batch  446/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.808, Loss:  0.297
Epoch  13 Batch  447/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.810, Loss:  0.389
Epoch  13 Batch  448/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.810, Loss:  0.381
Epoch  13 Batch  449/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.823, Loss:  0.371
Epoch  13 Batch  450/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.821, Loss:  0.362
Epoch  13 Batch  451/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.815, Loss:  0.345
Epoch  13 Batch  452/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.811, Loss:  0.356
Epoch  13 Batch  453/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.811, Loss:  0.335
Epoch  13 Batch  454/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.818, Loss:  0.375
Epoch  13 Batch  455/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.820, Loss:  0.361
Epoch  13 Batch  456/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.817, Loss:  0.362
Epoch  13 Batch  457/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.810, Loss:  0.324
Epoch  13 Batch  458/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.805, Loss:  0.386
Epoch  13 Batch  459/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.805, Loss:  0.333
Epoch  13 Batch  460/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.804, Loss:  0.367
Epoch  13 Batch  461/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.799, Loss:  0.368
Epoch  13 Batch  462/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.799, Loss:  0.361
Epoch  13 Batch  463/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.799, Loss:  0.360
Epoch  13 Batch  464/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.803, Loss:  0.337
Epoch  13 Batch  465/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.807, Loss:  0.387
Epoch  13 Batch  466/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.808, Loss:  0.339
Epoch  13 Batch  467/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.803, Loss:  0.359
Epoch  13 Batch  468/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.809, Loss:  0.372
Epoch  13 Batch  469/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.812, Loss:  0.352
Epoch  13 Batch  470/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.810, Loss:  0.367
Epoch  13 Batch  471/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.808, Loss:  0.354
Epoch  13 Batch  472/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.809, Loss:  0.360
Epoch  13 Batch  473/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.809, Loss:  0.369
Epoch  13 Batch  474/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.813, Loss:  0.377
Epoch  13 Batch  475/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.342
Epoch  13 Batch  476/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.814, Loss:  0.355
Epoch  13 Batch  477/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.815, Loss:  0.344
Epoch  13 Batch  478/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.818, Loss:  0.380
Epoch  13 Batch  479/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.817, Loss:  0.387
Epoch  13 Batch  480/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.831, Loss:  0.355
Epoch  13 Batch  481/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.823, Loss:  0.354
Epoch  13 Batch  482/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.829, Loss:  0.389
Epoch  13 Batch  483/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.823, Loss:  0.365
Epoch  13 Batch  484/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.818, Loss:  0.360
Epoch  13 Batch  485/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.385
Epoch  13 Batch  486/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.823, Loss:  0.351
Epoch  13 Batch  487/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.825, Loss:  0.376
Epoch  13 Batch  488/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.825, Loss:  0.360
Epoch  13 Batch  489/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.822, Loss:  0.336
Epoch  13 Batch  490/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.826, Loss:  0.371
Epoch  13 Batch  491/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.366
Epoch  13 Batch  492/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.819, Loss:  0.375
Epoch  13 Batch  493/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.817, Loss:  0.330
Epoch  13 Batch  494/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.809, Loss:  0.357
Epoch  13 Batch  495/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.816, Loss:  0.359
Epoch  13 Batch  496/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.814, Loss:  0.346
Epoch  13 Batch  497/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.816, Loss:  0.388
Epoch  13 Batch  498/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.805, Loss:  0.354
Epoch  13 Batch  499/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.801, Loss:  0.338
Epoch  13 Batch  500/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.796, Loss:  0.344
Epoch  13 Batch  501/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.794, Loss:  0.372
Epoch  13 Batch  502/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.804, Loss:  0.353
Epoch  13 Batch  503/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.805, Loss:  0.355
Epoch  13 Batch  504/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.813, Loss:  0.346
Epoch  13 Batch  505/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.812, Loss:  0.316
Epoch  13 Batch  506/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.817, Loss:  0.345
Epoch  13 Batch  507/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.818, Loss:  0.367
Epoch  13 Batch  508/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.826, Loss:  0.343
Epoch  13 Batch  509/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.823, Loss:  0.382
Epoch  13 Batch  510/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.817, Loss:  0.362
Epoch  13 Batch  511/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.817, Loss:  0.373
Epoch  13 Batch  512/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.813, Loss:  0.340
Epoch  13 Batch  513/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.814, Loss:  0.368
Epoch  13 Batch  514/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.818, Loss:  0.367
Epoch  13 Batch  515/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.380
Epoch  13 Batch  516/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.827, Loss:  0.344
Epoch  13 Batch  517/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.817, Loss:  0.360
Epoch  13 Batch  518/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.816, Loss:  0.343
Epoch  13 Batch  519/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.812, Loss:  0.365
Epoch  13 Batch  520/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.808, Loss:  0.332
Epoch  13 Batch  521/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.346
Epoch  13 Batch  522/1077 - Train Accuracy:  0.778, Validation Accuracy:  0.807, Loss:  0.393
Epoch  13 Batch  523/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.804, Loss:  0.364
Epoch  13 Batch  524/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.799, Loss:  0.360
Epoch  13 Batch  525/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.798, Loss:  0.347
Epoch  13 Batch  526/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.798, Loss:  0.356
Epoch  13 Batch  527/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.797, Loss:  0.358
Epoch  13 Batch  528/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.804, Loss:  0.340
Epoch  13 Batch  529/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.804, Loss:  0.343
Epoch  13 Batch  530/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.804, Loss:  0.390
Epoch  13 Batch  531/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.810, Loss:  0.372
Epoch  13 Batch  532/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.809, Loss:  0.388
Epoch  13 Batch  533/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.806, Loss:  0.396
Epoch  13 Batch  534/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.812, Loss:  0.364
Epoch  13 Batch  535/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.819, Loss:  0.349
Epoch  13 Batch  536/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.361
Epoch  13 Batch  537/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.822, Loss:  0.371
Epoch  13 Batch  538/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.818, Loss:  0.334
Epoch  13 Batch  539/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.817, Loss:  0.375
Epoch  13 Batch  540/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.815, Loss:  0.328
Epoch  13 Batch  541/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.816, Loss:  0.357
Epoch  13 Batch  542/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.819, Loss:  0.363
Epoch  13 Batch  543/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.364
Epoch  13 Batch  544/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.820, Loss:  0.358
Epoch  13 Batch  545/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.391
Epoch  13 Batch  546/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.820, Loss:  0.385
Epoch  13 Batch  547/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.819, Loss:  0.370
Epoch  13 Batch  548/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.816, Loss:  0.363
Epoch  13 Batch  549/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.816, Loss:  0.398
Epoch  13 Batch  550/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.810, Loss:  0.367
Epoch  13 Batch  551/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.811, Loss:  0.371
Epoch  13 Batch  552/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.816, Loss:  0.378
Epoch  13 Batch  553/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.812, Loss:  0.373
Epoch  13 Batch  554/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.812, Loss:  0.352
Epoch  13 Batch  555/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.808, Loss:  0.351
Epoch  13 Batch  556/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.812, Loss:  0.332
Epoch  13 Batch  557/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.350
Epoch  13 Batch  558/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.811, Loss:  0.329
Epoch  13 Batch  559/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.810, Loss:  0.372
Epoch  13 Batch  560/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.815, Loss:  0.366
Epoch  13 Batch  561/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.822, Loss:  0.356
Epoch  13 Batch  562/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.825, Loss:  0.342
Epoch  13 Batch  563/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.826, Loss:  0.376
Epoch  13 Batch  564/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.383
Epoch  13 Batch  565/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.829, Loss:  0.385
Epoch  13 Batch  566/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.833, Loss:  0.379
Epoch  13 Batch  567/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.835, Loss:  0.372
Epoch  13 Batch  568/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.360
Epoch  13 Batch  569/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.826, Loss:  0.368
Epoch  13 Batch  570/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.820, Loss:  0.410
Epoch  13 Batch  571/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.336
Epoch  13 Batch  572/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.827, Loss:  0.335
Epoch  13 Batch  573/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.823, Loss:  0.378
Epoch  13 Batch  574/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.809, Loss:  0.370
Epoch  13 Batch  575/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.814, Loss:  0.350
Epoch  13 Batch  576/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.804, Loss:  0.385
Epoch  13 Batch  577/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.807, Loss:  0.379
Epoch  13 Batch  578/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.808, Loss:  0.360
Epoch  13 Batch  579/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.809, Loss:  0.342
Epoch  13 Batch  580/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.808, Loss:  0.327
Epoch  13 Batch  581/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.810, Loss:  0.343
Epoch  13 Batch  582/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.816, Loss:  0.361
Epoch  13 Batch  583/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.814, Loss:  0.385
Epoch  13 Batch  584/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.814, Loss:  0.356
Epoch  13 Batch  585/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.823, Loss:  0.335
Epoch  13 Batch  586/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.815, Loss:  0.380
Epoch  13 Batch  587/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.812, Loss:  0.339
Epoch  13 Batch  588/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.811, Loss:  0.345
Epoch  13 Batch  589/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.811, Loss:  0.366
Epoch  13 Batch  590/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.805, Loss:  0.386
Epoch  13 Batch  591/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.813, Loss:  0.327
Epoch  13 Batch  592/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.816, Loss:  0.387
Epoch  13 Batch  593/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.816, Loss:  0.358
Epoch  13 Batch  594/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.829, Loss:  0.376
Epoch  13 Batch  595/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.831, Loss:  0.364
Epoch  13 Batch  596/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.828, Loss:  0.365
Epoch  13 Batch  597/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.824, Loss:  0.365
Epoch  13 Batch  598/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.821, Loss:  0.341
Epoch  13 Batch  599/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.814, Loss:  0.406
Epoch  13 Batch  600/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.814, Loss:  0.344
Epoch  13 Batch  601/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.808, Loss:  0.358
Epoch  13 Batch  602/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.364
Epoch  13 Batch  603/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.811, Loss:  0.352
Epoch  13 Batch  604/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.817, Loss:  0.386
Epoch  13 Batch  605/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.818, Loss:  0.384
Epoch  13 Batch  606/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.815, Loss:  0.317
Epoch  13 Batch  607/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.343
Epoch  13 Batch  608/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.831, Loss:  0.358
Epoch  13 Batch  609/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.826, Loss:  0.391
Epoch  13 Batch  610/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.828, Loss:  0.396
Epoch  13 Batch  611/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.829, Loss:  0.369
Epoch  13 Batch  612/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.321
Epoch  13 Batch  613/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.828, Loss:  0.373
Epoch  13 Batch  614/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.357
Epoch  13 Batch  615/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.357
Epoch  13 Batch  616/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.821, Loss:  0.379
Epoch  13 Batch  617/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.343
Epoch  13 Batch  618/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.359
Epoch  13 Batch  619/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.820, Loss:  0.376
Epoch  13 Batch  620/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.822, Loss:  0.341
Epoch  13 Batch  621/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.820, Loss:  0.358
Epoch  13 Batch  622/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.388
Epoch  13 Batch  623/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.821, Loss:  0.370
Epoch  13 Batch  624/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.340
Epoch  13 Batch  625/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.821, Loss:  0.353
Epoch  13 Batch  626/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.826, Loss:  0.329
Epoch  13 Batch  627/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.824, Loss:  0.336
Epoch  13 Batch  628/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.819, Loss:  0.401
Epoch  13 Batch  629/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.815, Loss:  0.385
Epoch  13 Batch  630/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.824, Loss:  0.370
Epoch  13 Batch  631/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.820, Loss:  0.356
Epoch  13 Batch  632/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.814, Loss:  0.353
Epoch  13 Batch  633/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.814, Loss:  0.382
Epoch  13 Batch  634/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.812, Loss:  0.335
Epoch  13 Batch  635/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.812, Loss:  0.391
Epoch  13 Batch  636/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.811, Loss:  0.359
Epoch  13 Batch  637/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.807, Loss:  0.353
Epoch  13 Batch  638/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.808, Loss:  0.343
Epoch  13 Batch  639/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.808, Loss:  0.369
Epoch  13 Batch  640/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.337
Epoch  13 Batch  641/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.817, Loss:  0.355
Epoch  13 Batch  642/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.821, Loss:  0.355
Epoch  13 Batch  643/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.813, Loss:  0.326
Epoch  13 Batch  644/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.810, Loss:  0.344
Epoch  13 Batch  645/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.808, Loss:  0.334
Epoch  13 Batch  646/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.813, Loss:  0.348
Epoch  13 Batch  647/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.820, Loss:  0.358
Epoch  13 Batch  648/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.818, Loss:  0.341
Epoch  13 Batch  649/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.818, Loss:  0.366
Epoch  13 Batch  650/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.813, Loss:  0.371
Epoch  13 Batch  651/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.808, Loss:  0.359
Epoch  13 Batch  652/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.809, Loss:  0.390
Epoch  13 Batch  653/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.820, Loss:  0.394
Epoch  13 Batch  654/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.337
Epoch  13 Batch  655/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.820, Loss:  0.391
Epoch  13 Batch  656/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.824, Loss:  0.373
Epoch  13 Batch  657/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.820, Loss:  0.399
Epoch  13 Batch  658/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.815, Loss:  0.340
Epoch  13 Batch  659/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.809, Loss:  0.364
Epoch  13 Batch  660/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.813, Loss:  0.377
Epoch  13 Batch  661/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.806, Loss:  0.327
Epoch  13 Batch  662/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.805, Loss:  0.338
Epoch  13 Batch  663/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.810, Loss:  0.351
Epoch  13 Batch  664/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.805, Loss:  0.353
Epoch  13 Batch  665/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.803, Loss:  0.367
Epoch  13 Batch  666/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.800, Loss:  0.386
Epoch  13 Batch  667/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.797, Loss:  0.389
Epoch  13 Batch  668/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.802, Loss:  0.363
Epoch  13 Batch  669/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.803, Loss:  0.362
Epoch  13 Batch  670/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.801, Loss:  0.330
Epoch  13 Batch  671/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.806, Loss:  0.402
Epoch  13 Batch  672/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.817, Loss:  0.366
Epoch  13 Batch  673/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.814, Loss:  0.349
Epoch  13 Batch  674/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.811, Loss:  0.367
Epoch  13 Batch  675/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.806, Loss:  0.368
Epoch  13 Batch  676/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.799, Loss:  0.362
Epoch  13 Batch  677/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.799, Loss:  0.367
Epoch  13 Batch  678/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.802, Loss:  0.355
Epoch  13 Batch  679/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.799, Loss:  0.376
Epoch  13 Batch  680/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.803, Loss:  0.352
Epoch  13 Batch  681/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.808, Loss:  0.376
Epoch  13 Batch  682/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.369
Epoch  13 Batch  683/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.813, Loss:  0.368
Epoch  13 Batch  684/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.825, Loss:  0.359
Epoch  13 Batch  685/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.827, Loss:  0.369
Epoch  13 Batch  686/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.348
Epoch  13 Batch  687/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.833, Loss:  0.403
Epoch  13 Batch  688/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.357
Epoch  13 Batch  689/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.825, Loss:  0.329
Epoch  13 Batch  690/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.365
Epoch  13 Batch  691/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.832, Loss:  0.397
Epoch  13 Batch  692/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.836, Loss:  0.338
Epoch  13 Batch  693/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.832, Loss:  0.407
Epoch  13 Batch  694/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.341
Epoch  13 Batch  695/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.836, Loss:  0.331
Epoch  13 Batch  696/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.829, Loss:  0.373
Epoch  13 Batch  697/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.355
Epoch  13 Batch  698/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.365
Epoch  13 Batch  699/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.821, Loss:  0.363
Epoch  13 Batch  700/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.823, Loss:  0.350
Epoch  13 Batch  701/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.828, Loss:  0.389
Epoch  13 Batch  702/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.830, Loss:  0.372
Epoch  13 Batch  703/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.373
Epoch  13 Batch  704/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.826, Loss:  0.393
Epoch  13 Batch  705/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.829, Loss:  0.382
Epoch  13 Batch  706/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.833, Loss:  0.385
Epoch  13 Batch  707/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.349
Epoch  13 Batch  708/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.826, Loss:  0.375
Epoch  13 Batch  709/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.827, Loss:  0.389
Epoch  13 Batch  710/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.824, Loss:  0.358
Epoch  13 Batch  711/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.818, Loss:  0.374
Epoch  13 Batch  712/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.818, Loss:  0.352
Epoch  13 Batch  713/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.820, Loss:  0.326
Epoch  13 Batch  714/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.820, Loss:  0.343
Epoch  13 Batch  715/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.820, Loss:  0.375
Epoch  13 Batch  716/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.819, Loss:  0.328
Epoch  13 Batch  717/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.819, Loss:  0.343
Epoch  13 Batch  718/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.361
Epoch  13 Batch  719/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.323
Epoch  13 Batch  720/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.817, Loss:  0.396
Epoch  13 Batch  721/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.817, Loss:  0.373
Epoch  13 Batch  722/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.817, Loss:  0.372
Epoch  13 Batch  723/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.817, Loss:  0.345
Epoch  13 Batch  724/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.818, Loss:  0.383
Epoch  13 Batch  725/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.817, Loss:  0.327
Epoch  13 Batch  726/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.349
Epoch  13 Batch  727/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.821, Loss:  0.335
Epoch  13 Batch  728/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.823, Loss:  0.357
Epoch  13 Batch  729/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.821, Loss:  0.364
Epoch  13 Batch  730/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.368
Epoch  13 Batch  731/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.827, Loss:  0.369
Epoch  13 Batch  732/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.828, Loss:  0.378
Epoch  13 Batch  733/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.386
Epoch  13 Batch  734/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.825, Loss:  0.388
Epoch  13 Batch  735/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.827, Loss:  0.367
Epoch  13 Batch  736/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.344
Epoch  13 Batch  737/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.826, Loss:  0.378
Epoch  13 Batch  738/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.826, Loss:  0.310
Epoch  13 Batch  739/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.355
Epoch  13 Batch  740/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.826, Loss:  0.357
Epoch  13 Batch  741/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.828, Loss:  0.361
Epoch  13 Batch  742/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.825, Loss:  0.370
Epoch  13 Batch  743/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.350
Epoch  13 Batch  744/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.819, Loss:  0.334
Epoch  13 Batch  745/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.819, Loss:  0.360
Epoch  13 Batch  746/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.818, Loss:  0.354
Epoch  13 Batch  747/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.820, Loss:  0.330
Epoch  13 Batch  748/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.819, Loss:  0.358
Epoch  13 Batch  749/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.819, Loss:  0.377
Epoch  13 Batch  750/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.821, Loss:  0.349
Epoch  13 Batch  751/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.345
Epoch  13 Batch  752/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.824, Loss:  0.331
Epoch  13 Batch  753/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.819, Loss:  0.342
Epoch  13 Batch  754/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.820, Loss:  0.376
Epoch  13 Batch  755/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.815, Loss:  0.358
Epoch  13 Batch  756/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.814, Loss:  0.351
Epoch  13 Batch  757/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.373
Epoch  13 Batch  758/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.823, Loss:  0.335
Epoch  13 Batch  759/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.328
Epoch  13 Batch  760/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.825, Loss:  0.383
Epoch  13 Batch  761/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.828, Loss:  0.371
Epoch  13 Batch  762/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.337
Epoch  13 Batch  763/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.337
Epoch  13 Batch  764/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.361
Epoch  13 Batch  765/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.832, Loss:  0.338
Epoch  13 Batch  766/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.836, Loss:  0.385
Epoch  13 Batch  767/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.832, Loss:  0.345
Epoch  13 Batch  768/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.833, Loss:  0.360
Epoch  13 Batch  769/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.356
Epoch  13 Batch  770/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.828, Loss:  0.337
Epoch  13 Batch  771/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.830, Loss:  0.373
Epoch  13 Batch  772/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.830, Loss:  0.352
Epoch  13 Batch  773/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.346
Epoch  13 Batch  774/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.835, Loss:  0.393
Epoch  13 Batch  775/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.830, Loss:  0.360
Epoch  13 Batch  776/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.353
Epoch  13 Batch  777/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.365
Epoch  13 Batch  778/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.829, Loss:  0.335
Epoch  13 Batch  779/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.828, Loss:  0.359
Epoch  13 Batch  780/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.827, Loss:  0.365
Epoch  13 Batch  781/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.831, Loss:  0.326
Epoch  13 Batch  782/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.823, Loss:  0.335
Epoch  13 Batch  783/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.825, Loss:  0.374
Epoch  13 Batch  784/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.367
Epoch  13 Batch  785/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.827, Loss:  0.327
Epoch  13 Batch  786/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.360
Epoch  13 Batch  787/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.825, Loss:  0.342
Epoch  13 Batch  788/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.826, Loss:  0.330
Epoch  13 Batch  789/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.371
Epoch  13 Batch  790/1077 - Train Accuracy:  0.762, Validation Accuracy:  0.826, Loss:  0.391
Epoch  13 Batch  791/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.336
Epoch  13 Batch  792/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.826, Loss:  0.368
Epoch  13 Batch  793/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.358
Epoch  13 Batch  794/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.826, Loss:  0.355
Epoch  13 Batch  795/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.826, Loss:  0.370
Epoch  13 Batch  796/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.362
Epoch  13 Batch  797/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.347
Epoch  13 Batch  798/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.824, Loss:  0.370
Epoch  13 Batch  799/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.824, Loss:  0.394
Epoch  13 Batch  800/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.825, Loss:  0.344
Epoch  13 Batch  801/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.819, Loss:  0.369
Epoch  13 Batch  802/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.818, Loss:  0.359
Epoch  13 Batch  803/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.816, Loss:  0.373
Epoch  13 Batch  804/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.817, Loss:  0.357
Epoch  13 Batch  805/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.813, Loss:  0.360
Epoch  13 Batch  806/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.815, Loss:  0.362
Epoch  13 Batch  807/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.819, Loss:  0.335
Epoch  13 Batch  808/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.821, Loss:  0.385
Epoch  13 Batch  809/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.375
Epoch  13 Batch  810/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.821, Loss:  0.339
Epoch  13 Batch  811/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.329
Epoch  13 Batch  812/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.830, Loss:  0.364
Epoch  13 Batch  813/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.832, Loss:  0.344
Epoch  13 Batch  814/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.829, Loss:  0.378
Epoch  13 Batch  815/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.347
Epoch  13 Batch  816/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.826, Loss:  0.361
Epoch  13 Batch  817/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.819, Loss:  0.385
Epoch  13 Batch  818/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.372
Epoch  13 Batch  819/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.357
Epoch  13 Batch  820/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.828, Loss:  0.376
Epoch  13 Batch  821/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.351
Epoch  13 Batch  822/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.354
Epoch  13 Batch  823/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.335
Epoch  13 Batch  824/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.336
Epoch  13 Batch  825/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.823, Loss:  0.355
Epoch  13 Batch  826/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.824, Loss:  0.346
Epoch  13 Batch  827/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.828, Loss:  0.394
Epoch  13 Batch  828/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.359
Epoch  13 Batch  829/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.832, Loss:  0.380
Epoch  13 Batch  830/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.831, Loss:  0.357
Epoch  13 Batch  831/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.829, Loss:  0.351
Epoch  13 Batch  832/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.343
Epoch  13 Batch  833/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.825, Loss:  0.350
Epoch  13 Batch  834/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.346
Epoch  13 Batch  835/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.821, Loss:  0.358
Epoch  13 Batch  836/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.363
Epoch  13 Batch  837/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.828, Loss:  0.397
Epoch  13 Batch  838/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.338
Epoch  13 Batch  839/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.343
Epoch  13 Batch  840/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.832, Loss:  0.329
Epoch  13 Batch  841/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.832, Loss:  0.356
Epoch  13 Batch  842/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.832, Loss:  0.338
Epoch  13 Batch  843/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.832, Loss:  0.356
Epoch  13 Batch  844/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.834, Loss:  0.330
Epoch  13 Batch  845/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.828, Loss:  0.357
Epoch  13 Batch  846/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.828, Loss:  0.377
Epoch  13 Batch  847/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.368
Epoch  13 Batch  848/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.829, Loss:  0.352
Epoch  13 Batch  849/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.833, Loss:  0.345
Epoch  13 Batch  850/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.831, Loss:  0.387
Epoch  13 Batch  851/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.831, Loss:  0.356
Epoch  13 Batch  852/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.830, Loss:  0.364
Epoch  13 Batch  853/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.342
Epoch  13 Batch  854/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.823, Loss:  0.379
Epoch  13 Batch  855/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.817, Loss:  0.376
Epoch  13 Batch  856/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.829, Loss:  0.368
Epoch  13 Batch  857/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.829, Loss:  0.336
Epoch  13 Batch  858/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.825, Loss:  0.342
Epoch  13 Batch  859/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.369
Epoch  13 Batch  860/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.823, Loss:  0.341
Epoch  13 Batch  861/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.830, Loss:  0.358
Epoch  13 Batch  862/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.832, Loss:  0.358
Epoch  13 Batch  863/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.829, Loss:  0.349
Epoch  13 Batch  864/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.829, Loss:  0.344
Epoch  13 Batch  865/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.831, Loss:  0.319
Epoch  13 Batch  866/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.350
Epoch  13 Batch  867/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.827, Loss:  0.397
Epoch  13 Batch  868/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.348
Epoch  13 Batch  869/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.829, Loss:  0.356
Epoch  13 Batch  870/1077 - Train Accuracy:  0.775, Validation Accuracy:  0.831, Loss:  0.411
Epoch  13 Batch  871/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.830, Loss:  0.340
Epoch  13 Batch  872/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.338
Epoch  13 Batch  873/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.828, Loss:  0.356
Epoch  13 Batch  874/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.829, Loss:  0.361
Epoch  13 Batch  875/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.824, Loss:  0.375
Epoch  13 Batch  876/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.823, Loss:  0.368
Epoch  13 Batch  877/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.330
Epoch  13 Batch  878/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.823, Loss:  0.348
Epoch  13 Batch  879/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.826, Loss:  0.331
Epoch  13 Batch  880/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.338
Epoch  13 Batch  881/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.382
Epoch  13 Batch  882/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.398
Epoch  13 Batch  883/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.821, Loss:  0.421
Epoch  13 Batch  884/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.333
Epoch  13 Batch  885/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.325
Epoch  13 Batch  886/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.829, Loss:  0.365
Epoch  13 Batch  887/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.371
Epoch  13 Batch  888/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.344
Epoch  13 Batch  889/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.815, Loss:  0.360
Epoch  13 Batch  890/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.816, Loss:  0.333
Epoch  13 Batch  891/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.808, Loss:  0.355
Epoch  13 Batch  892/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.812, Loss:  0.341
Epoch  13 Batch  893/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.816, Loss:  0.352
Epoch  13 Batch  894/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.819, Loss:  0.330
Epoch  13 Batch  895/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.821, Loss:  0.367
Epoch  13 Batch  896/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.822, Loss:  0.394
Epoch  13 Batch  897/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.319
Epoch  13 Batch  898/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.828, Loss:  0.322
Epoch  13 Batch  899/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.818, Loss:  0.361
Epoch  13 Batch  900/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.828, Loss:  0.375
Epoch  13 Batch  901/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.370
Epoch  13 Batch  902/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.831, Loss:  0.357
Epoch  13 Batch  903/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.340
Epoch  13 Batch  904/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.829, Loss:  0.361
Epoch  13 Batch  905/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.336
Epoch  13 Batch  906/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.831, Loss:  0.347
Epoch  13 Batch  907/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.829, Loss:  0.346
Epoch  13 Batch  908/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.831, Loss:  0.367
Epoch  13 Batch  909/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.836, Loss:  0.360
Epoch  13 Batch  910/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.838, Loss:  0.344
Epoch  13 Batch  911/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.329
Epoch  13 Batch  912/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.833, Loss:  0.356
Epoch  13 Batch  913/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.830, Loss:  0.381
Epoch  13 Batch  914/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.340
Epoch  13 Batch  915/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.823, Loss:  0.369
Epoch  13 Batch  916/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.831, Loss:  0.359
Epoch  13 Batch  917/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.829, Loss:  0.362
Epoch  13 Batch  918/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.832, Loss:  0.336
Epoch  13 Batch  919/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.346
Epoch  13 Batch  920/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.834, Loss:  0.378
Epoch  13 Batch  921/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.836, Loss:  0.367
Epoch  13 Batch  922/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.838, Loss:  0.340
Epoch  13 Batch  923/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.833, Loss:  0.346
Epoch  13 Batch  924/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.388
Epoch  13 Batch  925/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.824, Loss:  0.340
Epoch  13 Batch  926/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.829, Loss:  0.374
Epoch  13 Batch  927/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.825, Loss:  0.387
Epoch  13 Batch  928/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.825, Loss:  0.349
Epoch  13 Batch  929/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.383
Epoch  13 Batch  930/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.833, Loss:  0.347
Epoch  13 Batch  931/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.832, Loss:  0.347
Epoch  13 Batch  932/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.832, Loss:  0.341
Epoch  13 Batch  933/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.362
Epoch  13 Batch  934/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.817, Loss:  0.340
Epoch  13 Batch  935/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.817, Loss:  0.357
Epoch  13 Batch  936/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.821, Loss:  0.363
Epoch  13 Batch  937/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.820, Loss:  0.386
Epoch  13 Batch  938/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.378
Epoch  13 Batch  939/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.815, Loss:  0.370
Epoch  13 Batch  940/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.817, Loss:  0.345
Epoch  13 Batch  941/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.818, Loss:  0.327
Epoch  13 Batch  942/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.821, Loss:  0.379
Epoch  13 Batch  943/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.825, Loss:  0.364
Epoch  13 Batch  944/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.822, Loss:  0.340
Epoch  13 Batch  945/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.821, Loss:  0.336
Epoch  13 Batch  946/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.819, Loss:  0.358
Epoch  13 Batch  947/1077 - Train Accuracy:  0.772, Validation Accuracy:  0.816, Loss:  0.393
Epoch  13 Batch  948/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.821, Loss:  0.347
Epoch  13 Batch  949/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.816, Loss:  0.319
Epoch  13 Batch  950/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.802, Loss:  0.343
Epoch  13 Batch  951/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.803, Loss:  0.341
Epoch  13 Batch  952/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.802, Loss:  0.337
Epoch  13 Batch  953/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.806, Loss:  0.347
Epoch  13 Batch  954/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.802, Loss:  0.357
Epoch  13 Batch  955/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.806, Loss:  0.361
Epoch  13 Batch  956/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.814, Loss:  0.356
Epoch  13 Batch  957/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.811, Loss:  0.336
Epoch  13 Batch  958/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.809, Loss:  0.352
Epoch  13 Batch  959/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.806, Loss:  0.347
Epoch  13 Batch  960/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.812, Loss:  0.340
Epoch  13 Batch  961/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.821, Loss:  0.376
Epoch  13 Batch  962/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.827, Loss:  0.362
Epoch  13 Batch  963/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.826, Loss:  0.398
Epoch  13 Batch  964/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.822, Loss:  0.328
Epoch  13 Batch  965/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.821, Loss:  0.381
Epoch  13 Batch  966/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.825, Loss:  0.326
Epoch  13 Batch  967/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.822, Loss:  0.342
Epoch  13 Batch  968/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.820, Loss:  0.380
Epoch  13 Batch  969/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.819, Loss:  0.358
Epoch  13 Batch  970/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.367
Epoch  13 Batch  971/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.824, Loss:  0.343
Epoch  13 Batch  972/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.824, Loss:  0.353
Epoch  13 Batch  973/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.815, Loss:  0.328
Epoch  13 Batch  974/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.816, Loss:  0.344
Epoch  13 Batch  975/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.811, Loss:  0.338
Epoch  13 Batch  976/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.811, Loss:  0.345
Epoch  13 Batch  977/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.816, Loss:  0.321
Epoch  13 Batch  978/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.815, Loss:  0.354
Epoch  13 Batch  979/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.386
Epoch  13 Batch  980/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.826, Loss:  0.350
Epoch  13 Batch  981/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.366
Epoch  13 Batch  982/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.340
Epoch  13 Batch  983/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.381
Epoch  13 Batch  984/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.822, Loss:  0.382
Epoch  13 Batch  985/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.820, Loss:  0.332
Epoch  13 Batch  986/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.820, Loss:  0.375
Epoch  13 Batch  987/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.321
Epoch  13 Batch  988/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.821, Loss:  0.365
Epoch  13 Batch  989/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.816, Loss:  0.377
Epoch  13 Batch  990/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.819, Loss:  0.381
Epoch  13 Batch  991/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.367
Epoch  13 Batch  992/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.820, Loss:  0.352
Epoch  13 Batch  993/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.820, Loss:  0.319
Epoch  13 Batch  994/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.820, Loss:  0.357
Epoch  13 Batch  995/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.333
Epoch  13 Batch  996/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.819, Loss:  0.361
Epoch  13 Batch  997/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.819, Loss:  0.376
Epoch  13 Batch  998/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.824, Loss:  0.341
Epoch  13 Batch  999/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.816, Loss:  0.350
Epoch  13 Batch 1000/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.807, Loss:  0.329
Epoch  13 Batch 1001/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.800, Loss:  0.316
Epoch  13 Batch 1002/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.805, Loss:  0.336
Epoch  13 Batch 1003/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.813, Loss:  0.343
Epoch  13 Batch 1004/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.365
Epoch  13 Batch 1005/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.355
Epoch  13 Batch 1006/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.336
Epoch  13 Batch 1007/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.829, Loss:  0.342
Epoch  13 Batch 1008/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.394
Epoch  13 Batch 1009/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.316
Epoch  13 Batch 1010/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.367
Epoch  13 Batch 1011/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.831, Loss:  0.368
Epoch  13 Batch 1012/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.835, Loss:  0.323
Epoch  13 Batch 1013/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.829, Loss:  0.322
Epoch  13 Batch 1014/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.825, Loss:  0.366
Epoch  13 Batch 1015/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.830, Loss:  0.398
Epoch  13 Batch 1016/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.829, Loss:  0.355
Epoch  13 Batch 1017/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.829, Loss:  0.364
Epoch  13 Batch 1018/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.831, Loss:  0.334
Epoch  13 Batch 1019/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.384
Epoch  13 Batch 1020/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.826, Loss:  0.338
Epoch  13 Batch 1021/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.825, Loss:  0.350
Epoch  13 Batch 1022/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.823, Loss:  0.324
Epoch  13 Batch 1023/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.333
Epoch  13 Batch 1024/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.829, Loss:  0.395
Epoch  13 Batch 1025/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.830, Loss:  0.363
Epoch  13 Batch 1026/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.824, Loss:  0.337
Epoch  13 Batch 1027/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.825, Loss:  0.389
Epoch  13 Batch 1028/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.820, Loss:  0.344
Epoch  13 Batch 1029/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.347
Epoch  13 Batch 1030/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.831, Loss:  0.357
Epoch  13 Batch 1031/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.824, Loss:  0.378
Epoch  13 Batch 1032/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.383
Epoch  13 Batch 1033/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.824, Loss:  0.367
Epoch  13 Batch 1034/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.827, Loss:  0.366
Epoch  13 Batch 1035/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.834, Loss:  0.331
Epoch  13 Batch 1036/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.835, Loss:  0.368
Epoch  13 Batch 1037/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.827, Loss:  0.386
Epoch  13 Batch 1038/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.363
Epoch  13 Batch 1039/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.337
Epoch  13 Batch 1040/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.820, Loss:  0.362
Epoch  13 Batch 1041/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.825, Loss:  0.368
Epoch  13 Batch 1042/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.826, Loss:  0.354
Epoch  13 Batch 1043/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.826, Loss:  0.373
Epoch  13 Batch 1044/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.824, Loss:  0.375
Epoch  13 Batch 1045/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.818, Loss:  0.386
Epoch  13 Batch 1046/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.825, Loss:  0.317
Epoch  13 Batch 1047/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.352
Epoch  13 Batch 1048/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.351
Epoch  13 Batch 1049/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.822, Loss:  0.382
Epoch  13 Batch 1050/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.821, Loss:  0.371
Epoch  13 Batch 1051/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.825, Loss:  0.358
Epoch  13 Batch 1052/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.829, Loss:  0.340
Epoch  13 Batch 1053/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.828, Loss:  0.349
Epoch  13 Batch 1054/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.356
Epoch  13 Batch 1055/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.363
Epoch  13 Batch 1056/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.820, Loss:  0.325
Epoch  13 Batch 1057/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.830, Loss:  0.363
Epoch  13 Batch 1058/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.832, Loss:  0.409
Epoch  13 Batch 1059/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.835, Loss:  0.404
Epoch  13 Batch 1060/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.330
Epoch  13 Batch 1061/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.827, Loss:  0.380
Epoch  13 Batch 1062/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.831, Loss:  0.365
Epoch  13 Batch 1063/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.833, Loss:  0.343
Epoch  13 Batch 1064/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.822, Loss:  0.366
Epoch  13 Batch 1065/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.818, Loss:  0.349
Epoch  13 Batch 1066/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.809, Loss:  0.339
Epoch  13 Batch 1067/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.814, Loss:  0.350
Epoch  13 Batch 1068/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.348
Epoch  13 Batch 1069/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.829, Loss:  0.326
Epoch  13 Batch 1070/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.832, Loss:  0.349
Epoch  13 Batch 1071/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.831, Loss:  0.340
Epoch  13 Batch 1072/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.830, Loss:  0.360
Epoch  13 Batch 1073/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.840, Loss:  0.374
Epoch  13 Batch 1074/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.840, Loss:  0.373
Epoch  13 Batch 1075/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.834, Loss:  0.375
Epoch  14 Batch    0/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.322
Epoch  14 Batch    1/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.341
Epoch  14 Batch    2/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.828, Loss:  0.378
Epoch  14 Batch    3/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.333
Epoch  14 Batch    4/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.825, Loss:  0.369
Epoch  14 Batch    5/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.828, Loss:  0.377
Epoch  14 Batch    6/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.821, Loss:  0.367
Epoch  14 Batch    7/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.334
Epoch  14 Batch    8/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.820, Loss:  0.354
Epoch  14 Batch    9/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.335
Epoch  14 Batch   10/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.823, Loss:  0.376
Epoch  14 Batch   11/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.823, Loss:  0.372
Epoch  14 Batch   12/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.824, Loss:  0.345
Epoch  14 Batch   13/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.824, Loss:  0.359
Epoch  14 Batch   14/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.322
Epoch  14 Batch   15/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.820, Loss:  0.341
Epoch  14 Batch   16/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.825, Loss:  0.351
Epoch  14 Batch   17/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.825, Loss:  0.333
Epoch  14 Batch   18/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.830, Loss:  0.339
Epoch  14 Batch   19/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.826, Loss:  0.352
Epoch  14 Batch   20/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.827, Loss:  0.335
Epoch  14 Batch   21/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.826, Loss:  0.383
Epoch  14 Batch   22/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.827, Loss:  0.364
Epoch  14 Batch   23/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.826, Loss:  0.358
Epoch  14 Batch   24/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.338
Epoch  14 Batch   25/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.827, Loss:  0.343
Epoch  14 Batch   26/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.828, Loss:  0.383
Epoch  14 Batch   27/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.319
Epoch  14 Batch   28/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.828, Loss:  0.351
Epoch  14 Batch   29/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.336
Epoch  14 Batch   30/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.329
Epoch  14 Batch   31/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.821, Loss:  0.355
Epoch  14 Batch   32/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.820, Loss:  0.333
Epoch  14 Batch   33/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.822, Loss:  0.328
Epoch  14 Batch   34/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.825, Loss:  0.369
Epoch  14 Batch   35/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.825, Loss:  0.347
Epoch  14 Batch   36/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.819, Loss:  0.351
Epoch  14 Batch   37/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.820, Loss:  0.363
Epoch  14 Batch   38/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.827, Loss:  0.382
Epoch  14 Batch   39/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.832, Loss:  0.393
Epoch  14 Batch   40/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.824, Loss:  0.355
Epoch  14 Batch   41/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.824, Loss:  0.357
Epoch  14 Batch   42/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.392
Epoch  14 Batch   43/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.821, Loss:  0.348
Epoch  14 Batch   44/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.818, Loss:  0.362
Epoch  14 Batch   45/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.815, Loss:  0.357
Epoch  14 Batch   46/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.819, Loss:  0.369
Epoch  14 Batch   47/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.829, Loss:  0.356
Epoch  14 Batch   48/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.819, Loss:  0.398
Epoch  14 Batch   49/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.819, Loss:  0.386
Epoch  14 Batch   50/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.819, Loss:  0.350
Epoch  14 Batch   51/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.337
Epoch  14 Batch   52/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.819, Loss:  0.352
Epoch  14 Batch   53/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.346
Epoch  14 Batch   54/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.822, Loss:  0.397
Epoch  14 Batch   55/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.820, Loss:  0.343
Epoch  14 Batch   56/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.821, Loss:  0.329
Epoch  14 Batch   57/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.821, Loss:  0.334
Epoch  14 Batch   58/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.328
Epoch  14 Batch   59/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.820, Loss:  0.355
Epoch  14 Batch   60/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.819, Loss:  0.344
Epoch  14 Batch   61/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.362
Epoch  14 Batch   62/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.815, Loss:  0.370
Epoch  14 Batch   63/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.811, Loss:  0.336
Epoch  14 Batch   64/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.331
Epoch  14 Batch   65/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.811, Loss:  0.352
Epoch  14 Batch   66/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.810, Loss:  0.330
Epoch  14 Batch   67/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.815, Loss:  0.351
Epoch  14 Batch   68/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.816, Loss:  0.366
Epoch  14 Batch   69/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.810, Loss:  0.385
Epoch  14 Batch   70/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.815, Loss:  0.348
Epoch  14 Batch   71/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.814, Loss:  0.325
Epoch  14 Batch   72/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.813, Loss:  0.376
Epoch  14 Batch   73/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.815, Loss:  0.366
Epoch  14 Batch   74/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.814, Loss:  0.321
Epoch  14 Batch   75/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.816, Loss:  0.393
Epoch  14 Batch   76/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.818, Loss:  0.328
Epoch  14 Batch   77/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.816, Loss:  0.357
Epoch  14 Batch   78/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.826, Loss:  0.365
Epoch  14 Batch   79/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.825, Loss:  0.358
Epoch  14 Batch   80/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.831, Loss:  0.362
Epoch  14 Batch   81/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.826, Loss:  0.349
Epoch  14 Batch   82/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.313
Epoch  14 Batch   83/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.820, Loss:  0.367
Epoch  14 Batch   84/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.353
Epoch  14 Batch   85/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.812, Loss:  0.329
Epoch  14 Batch   86/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.811, Loss:  0.348
Epoch  14 Batch   87/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.814, Loss:  0.374
Epoch  14 Batch   88/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.818, Loss:  0.378
Epoch  14 Batch   89/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.812, Loss:  0.374
Epoch  14 Batch   90/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.811, Loss:  0.370
Epoch  14 Batch   91/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.812, Loss:  0.317
Epoch  14 Batch   92/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.359
Epoch  14 Batch   93/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.816, Loss:  0.353
Epoch  14 Batch   94/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.812, Loss:  0.331
Epoch  14 Batch   95/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.812, Loss:  0.352
Epoch  14 Batch   96/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.808, Loss:  0.339
Epoch  14 Batch   97/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.813, Loss:  0.349
Epoch  14 Batch   98/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.815, Loss:  0.335
Epoch  14 Batch   99/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.340
Epoch  14 Batch  100/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.833, Loss:  0.354
Epoch  14 Batch  101/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.834, Loss:  0.351
Epoch  14 Batch  102/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.832, Loss:  0.325
Epoch  14 Batch  103/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.828, Loss:  0.390
Epoch  14 Batch  104/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.349
Epoch  14 Batch  105/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.814, Loss:  0.353
Epoch  14 Batch  106/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.390
Epoch  14 Batch  107/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.816, Loss:  0.335
Epoch  14 Batch  108/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.815, Loss:  0.320
Epoch  14 Batch  109/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.815, Loss:  0.345
Epoch  14 Batch  110/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.309
Epoch  14 Batch  111/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.358
Epoch  14 Batch  112/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.826, Loss:  0.344
Epoch  14 Batch  113/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.826, Loss:  0.366
Epoch  14 Batch  114/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.336
Epoch  14 Batch  115/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.827, Loss:  0.365
Epoch  14 Batch  116/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.827, Loss:  0.389
Epoch  14 Batch  117/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.379
Epoch  14 Batch  118/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.814, Loss:  0.389
Epoch  14 Batch  119/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.814, Loss:  0.356
Epoch  14 Batch  120/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.818, Loss:  0.382
Epoch  14 Batch  121/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.823, Loss:  0.345
Epoch  14 Batch  122/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.813, Loss:  0.348
Epoch  14 Batch  123/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.812, Loss:  0.316
Epoch  14 Batch  124/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.815, Loss:  0.379
Epoch  14 Batch  125/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.813, Loss:  0.365
Epoch  14 Batch  126/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.806, Loss:  0.331
Epoch  14 Batch  127/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.806, Loss:  0.334
Epoch  14 Batch  128/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.336
Epoch  14 Batch  129/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.821, Loss:  0.369
Epoch  14 Batch  130/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.817, Loss:  0.315
Epoch  14 Batch  131/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.816, Loss:  0.340
Epoch  14 Batch  132/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.813, Loss:  0.354
Epoch  14 Batch  133/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.817, Loss:  0.353
Epoch  14 Batch  134/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.825, Loss:  0.342
Epoch  14 Batch  135/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.825, Loss:  0.356
Epoch  14 Batch  136/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.352
Epoch  14 Batch  137/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.823, Loss:  0.298
Epoch  14 Batch  138/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.825, Loss:  0.318
Epoch  14 Batch  139/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.820, Loss:  0.362
Epoch  14 Batch  140/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.820, Loss:  0.360
Epoch  14 Batch  141/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.817, Loss:  0.370
Epoch  14 Batch  142/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.825, Loss:  0.340
Epoch  14 Batch  143/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.824, Loss:  0.357
Epoch  14 Batch  144/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.363
Epoch  14 Batch  145/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.368
Epoch  14 Batch  146/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.823, Loss:  0.394
Epoch  14 Batch  147/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.824, Loss:  0.394
Epoch  14 Batch  148/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.825, Loss:  0.357
Epoch  14 Batch  149/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.821, Loss:  0.354
Epoch  14 Batch  150/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.820, Loss:  0.332
Epoch  14 Batch  151/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.820, Loss:  0.316
Epoch  14 Batch  152/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.381
Epoch  14 Batch  153/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.818, Loss:  0.382
Epoch  14 Batch  154/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.821, Loss:  0.346
Epoch  14 Batch  155/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.356
Epoch  14 Batch  156/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.828, Loss:  0.344
Epoch  14 Batch  157/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.824, Loss:  0.335
Epoch  14 Batch  158/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.826, Loss:  0.358
Epoch  14 Batch  159/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.311
Epoch  14 Batch  160/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.337
Epoch  14 Batch  161/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.824, Loss:  0.350
Epoch  14 Batch  162/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.395
Epoch  14 Batch  163/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.383
Epoch  14 Batch  164/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.381
Epoch  14 Batch  165/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.831, Loss:  0.331
Epoch  14 Batch  166/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.831, Loss:  0.347
Epoch  14 Batch  167/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.830, Loss:  0.371
Epoch  14 Batch  168/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.369
Epoch  14 Batch  169/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.830, Loss:  0.369
Epoch  14 Batch  170/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.825, Loss:  0.394
Epoch  14 Batch  171/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.325
Epoch  14 Batch  172/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.317
Epoch  14 Batch  173/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.826, Loss:  0.360
Epoch  14 Batch  174/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.821, Loss:  0.338
Epoch  14 Batch  175/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.824, Loss:  0.345
Epoch  14 Batch  176/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.821, Loss:  0.342
Epoch  14 Batch  177/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.820, Loss:  0.366
Epoch  14 Batch  178/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.825, Loss:  0.333
Epoch  14 Batch  179/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.821, Loss:  0.364
Epoch  14 Batch  180/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.342
Epoch  14 Batch  181/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.384
Epoch  14 Batch  182/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.343
Epoch  14 Batch  183/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.827, Loss:  0.366
Epoch  14 Batch  184/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.821, Loss:  0.322
Epoch  14 Batch  185/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.816, Loss:  0.373
Epoch  14 Batch  186/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.367
Epoch  14 Batch  187/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.810, Loss:  0.340
Epoch  14 Batch  188/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.809, Loss:  0.349
Epoch  14 Batch  189/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.821, Loss:  0.354
Epoch  14 Batch  190/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.825, Loss:  0.351
Epoch  14 Batch  191/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.303
Epoch  14 Batch  192/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.816, Loss:  0.369
Epoch  14 Batch  193/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.819, Loss:  0.344
Epoch  14 Batch  194/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.827, Loss:  0.324
Epoch  14 Batch  195/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.831, Loss:  0.342
Epoch  14 Batch  196/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.349
Epoch  14 Batch  197/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.820, Loss:  0.340
Epoch  14 Batch  198/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.824, Loss:  0.334
Epoch  14 Batch  199/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.821, Loss:  0.356
Epoch  14 Batch  200/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.827, Loss:  0.357
Epoch  14 Batch  201/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.318
Epoch  14 Batch  202/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.360
Epoch  14 Batch  203/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.835, Loss:  0.348
Epoch  14 Batch  204/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.836, Loss:  0.371
Epoch  14 Batch  205/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.832, Loss:  0.345
Epoch  14 Batch  206/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.342
Epoch  14 Batch  207/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.829, Loss:  0.346
Epoch  14 Batch  208/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.356
Epoch  14 Batch  209/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.825, Loss:  0.318
Epoch  14 Batch  210/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.829, Loss:  0.365
Epoch  14 Batch  211/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.833, Loss:  0.341
Epoch  14 Batch  212/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.316
Epoch  14 Batch  213/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.827, Loss:  0.307
Epoch  14 Batch  214/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.823, Loss:  0.338
Epoch  14 Batch  215/1077 - Train Accuracy:  0.795, Validation Accuracy:  0.822, Loss:  0.347
Epoch  14 Batch  216/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.820, Loss:  0.358
Epoch  14 Batch  217/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.324
Epoch  14 Batch  218/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.819, Loss:  0.373
Epoch  14 Batch  219/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.814, Loss:  0.341
Epoch  14 Batch  220/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.824, Loss:  0.356
Epoch  14 Batch  221/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.829, Loss:  0.355
Epoch  14 Batch  222/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.359
Epoch  14 Batch  223/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.825, Loss:  0.309
Epoch  14 Batch  224/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.347
Epoch  14 Batch  225/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.826, Loss:  0.356
Epoch  14 Batch  226/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.326
Epoch  14 Batch  227/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.824, Loss:  0.392
Epoch  14 Batch  228/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.822, Loss:  0.340
Epoch  14 Batch  229/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.819, Loss:  0.364
Epoch  14 Batch  230/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.815, Loss:  0.332
Epoch  14 Batch  231/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.816, Loss:  0.364
Epoch  14 Batch  232/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.817, Loss:  0.356
Epoch  14 Batch  233/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.818, Loss:  0.388
Epoch  14 Batch  234/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.814, Loss:  0.344
Epoch  14 Batch  235/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.808, Loss:  0.326
Epoch  14 Batch  236/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.803, Loss:  0.367
Epoch  14 Batch  237/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.806, Loss:  0.323
Epoch  14 Batch  238/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.805, Loss:  0.366
Epoch  14 Batch  239/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.803, Loss:  0.337
Epoch  14 Batch  240/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.803, Loss:  0.341
Epoch  14 Batch  241/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.808, Loss:  0.316
Epoch  14 Batch  242/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.807, Loss:  0.339
Epoch  14 Batch  243/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.805, Loss:  0.385
Epoch  14 Batch  244/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.356
Epoch  14 Batch  245/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.817, Loss:  0.318
Epoch  14 Batch  246/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.343
Epoch  14 Batch  247/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.821, Loss:  0.342
Epoch  14 Batch  248/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.344
Epoch  14 Batch  249/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.836, Loss:  0.356
Epoch  14 Batch  250/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.328
Epoch  14 Batch  251/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.837, Loss:  0.359
Epoch  14 Batch  252/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.835, Loss:  0.330
Epoch  14 Batch  253/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.836, Loss:  0.345
Epoch  14 Batch  254/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.836, Loss:  0.361
Epoch  14 Batch  255/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.836, Loss:  0.342
Epoch  14 Batch  256/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.830, Loss:  0.366
Epoch  14 Batch  257/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.833, Loss:  0.340
Epoch  14 Batch  258/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.326
Epoch  14 Batch  259/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.347
Epoch  14 Batch  260/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.332
Epoch  14 Batch  261/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.344
Epoch  14 Batch  262/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.320
Epoch  14 Batch  263/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.333
Epoch  14 Batch  264/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.351
Epoch  14 Batch  265/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.827, Loss:  0.347
Epoch  14 Batch  266/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.825, Loss:  0.350
Epoch  14 Batch  267/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.309
Epoch  14 Batch  268/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.366
Epoch  14 Batch  269/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.373
Epoch  14 Batch  270/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.825, Loss:  0.352
Epoch  14 Batch  271/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.329
Epoch  14 Batch  272/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.827, Loss:  0.406
Epoch  14 Batch  273/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.820, Loss:  0.329
Epoch  14 Batch  274/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.808, Loss:  0.348
Epoch  14 Batch  275/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.800, Loss:  0.348
Epoch  14 Batch  276/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.800, Loss:  0.380
Epoch  14 Batch  277/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.802, Loss:  0.315
Epoch  14 Batch  278/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.809, Loss:  0.390
Epoch  14 Batch  279/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.808, Loss:  0.413
Epoch  14 Batch  280/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.803, Loss:  0.368
Epoch  14 Batch  281/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.803, Loss:  0.362
Epoch  14 Batch  282/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.803, Loss:  0.365
Epoch  14 Batch  283/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.800, Loss:  0.354
Epoch  14 Batch  284/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.805, Loss:  0.366
Epoch  14 Batch  285/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.811, Loss:  0.328
Epoch  14 Batch  286/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.812, Loss:  0.326
Epoch  14 Batch  287/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.815, Loss:  0.355
Epoch  14 Batch  288/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.822, Loss:  0.362
Epoch  14 Batch  289/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.341
Epoch  14 Batch  290/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.823, Loss:  0.369
Epoch  14 Batch  291/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.818, Loss:  0.372
Epoch  14 Batch  292/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.819, Loss:  0.349
Epoch  14 Batch  293/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.822, Loss:  0.377
Epoch  14 Batch  294/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.825, Loss:  0.347
Epoch  14 Batch  295/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.822, Loss:  0.392
Epoch  14 Batch  296/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.328
Epoch  14 Batch  297/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.815, Loss:  0.372
Epoch  14 Batch  298/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.815, Loss:  0.390
Epoch  14 Batch  299/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.817, Loss:  0.332
Epoch  14 Batch  300/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.817, Loss:  0.360
Epoch  14 Batch  301/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.815, Loss:  0.347
Epoch  14 Batch  302/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.810, Loss:  0.350
Epoch  14 Batch  303/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.811, Loss:  0.375
Epoch  14 Batch  304/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.811, Loss:  0.339
Epoch  14 Batch  305/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.809, Loss:  0.344
Epoch  14 Batch  306/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.810, Loss:  0.341
Epoch  14 Batch  307/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.811, Loss:  0.355
Epoch  14 Batch  308/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.808, Loss:  0.397
Epoch  14 Batch  309/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.812, Loss:  0.316
Epoch  14 Batch  310/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.814, Loss:  0.351
Epoch  14 Batch  311/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.320
Epoch  14 Batch  312/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.810, Loss:  0.391
Epoch  14 Batch  313/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.816, Loss:  0.329
Epoch  14 Batch  314/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.810, Loss:  0.348
Epoch  14 Batch  315/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.809, Loss:  0.335
Epoch  14 Batch  316/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.813, Loss:  0.332
Epoch  14 Batch  317/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.813, Loss:  0.395
Epoch  14 Batch  318/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.816, Loss:  0.351
Epoch  14 Batch  319/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.833, Loss:  0.355
Epoch  14 Batch  320/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.835, Loss:  0.348
Epoch  14 Batch  321/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.833, Loss:  0.347
Epoch  14 Batch  322/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.839, Loss:  0.326
Epoch  14 Batch  323/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.838, Loss:  0.348
Epoch  14 Batch  324/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.839, Loss:  0.349
Epoch  14 Batch  325/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.839, Loss:  0.334
Epoch  14 Batch  326/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.840, Loss:  0.343
Epoch  14 Batch  327/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.839, Loss:  0.369
Epoch  14 Batch  328/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.838, Loss:  0.369
Epoch  14 Batch  329/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.832, Loss:  0.352
Epoch  14 Batch  330/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.828, Loss:  0.358
Epoch  14 Batch  331/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.829, Loss:  0.358
Epoch  14 Batch  332/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.826, Loss:  0.312
Epoch  14 Batch  333/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.819, Loss:  0.361
Epoch  14 Batch  334/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.813, Loss:  0.333
Epoch  14 Batch  335/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.811, Loss:  0.325
Epoch  14 Batch  336/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.372
Epoch  14 Batch  337/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.810, Loss:  0.360
Epoch  14 Batch  338/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.818, Loss:  0.366
Epoch  14 Batch  339/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.345
Epoch  14 Batch  340/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.829, Loss:  0.345
Epoch  14 Batch  341/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.835, Loss:  0.394
Epoch  14 Batch  342/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.831, Loss:  0.342
Epoch  14 Batch  343/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.340
Epoch  14 Batch  344/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.832, Loss:  0.336
Epoch  14 Batch  345/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.835, Loss:  0.322
Epoch  14 Batch  346/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.839, Loss:  0.367
Epoch  14 Batch  347/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.327
Epoch  14 Batch  348/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.840, Loss:  0.331
Epoch  14 Batch  349/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.836, Loss:  0.347
Epoch  14 Batch  350/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.367
Epoch  14 Batch  351/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.832, Loss:  0.384
Epoch  14 Batch  352/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.832, Loss:  0.361
Epoch  14 Batch  353/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.828, Loss:  0.396
Epoch  14 Batch  354/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.819, Loss:  0.363
Epoch  14 Batch  355/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.818, Loss:  0.370
Epoch  14 Batch  356/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.817, Loss:  0.342
Epoch  14 Batch  357/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.813, Loss:  0.334
Epoch  14 Batch  358/1077 - Train Accuracy:  0.783, Validation Accuracy:  0.812, Loss:  0.366
Epoch  14 Batch  359/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.819, Loss:  0.345
Epoch  14 Batch  360/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.341
Epoch  14 Batch  361/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.814, Loss:  0.365
Epoch  14 Batch  362/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.821, Loss:  0.363
Epoch  14 Batch  363/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.825, Loss:  0.373
Epoch  14 Batch  364/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.824, Loss:  0.368
Epoch  14 Batch  365/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.330
Epoch  14 Batch  366/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.832, Loss:  0.334
Epoch  14 Batch  367/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.829, Loss:  0.327
Epoch  14 Batch  368/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.831, Loss:  0.339
Epoch  14 Batch  369/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.831, Loss:  0.331
Epoch  14 Batch  370/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.826, Loss:  0.339
Epoch  14 Batch  371/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.824, Loss:  0.344
Epoch  14 Batch  372/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.831, Loss:  0.330
Epoch  14 Batch  373/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.831, Loss:  0.326
Epoch  14 Batch  374/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.827, Loss:  0.374
Epoch  14 Batch  375/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.834, Loss:  0.330
Epoch  14 Batch  376/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.818, Loss:  0.335
Epoch  14 Batch  377/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.823, Loss:  0.347
Epoch  14 Batch  378/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.824, Loss:  0.313
Epoch  14 Batch  379/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.824, Loss:  0.367
Epoch  14 Batch  380/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.337
Epoch  14 Batch  381/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.368
Epoch  14 Batch  382/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.819, Loss:  0.378
Epoch  14 Batch  383/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.817, Loss:  0.343
Epoch  14 Batch  384/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.811, Loss:  0.343
Epoch  14 Batch  385/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.812, Loss:  0.360
Epoch  14 Batch  386/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.811, Loss:  0.323
Epoch  14 Batch  387/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.805, Loss:  0.343
Epoch  14 Batch  388/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.804, Loss:  0.354
Epoch  14 Batch  389/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.805, Loss:  0.352
Epoch  14 Batch  390/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.808, Loss:  0.370
Epoch  14 Batch  391/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.811, Loss:  0.347
Epoch  14 Batch  392/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.818, Loss:  0.332
Epoch  14 Batch  393/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.321
Epoch  14 Batch  394/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.820, Loss:  0.371
Epoch  14 Batch  395/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.822, Loss:  0.317
Epoch  14 Batch  396/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.821, Loss:  0.365
Epoch  14 Batch  397/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.336
Epoch  14 Batch  398/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.819, Loss:  0.372
Epoch  14 Batch  399/1077 - Train Accuracy:  0.773, Validation Accuracy:  0.828, Loss:  0.375
Epoch  14 Batch  400/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.835, Loss:  0.354
Epoch  14 Batch  401/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.836, Loss:  0.320
Epoch  14 Batch  402/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.335
Epoch  14 Batch  403/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.833, Loss:  0.365
Epoch  14 Batch  404/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.328
Epoch  14 Batch  405/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.835, Loss:  0.371
Epoch  14 Batch  406/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.835, Loss:  0.324
Epoch  14 Batch  407/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.833, Loss:  0.375
Epoch  14 Batch  408/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.828, Loss:  0.382
Epoch  14 Batch  409/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.820, Loss:  0.384
Epoch  14 Batch  410/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.824, Loss:  0.385
Epoch  14 Batch  411/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.334
Epoch  14 Batch  412/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.823, Loss:  0.348
Epoch  14 Batch  413/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.339
Epoch  14 Batch  414/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.826, Loss:  0.362
Epoch  14 Batch  415/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.826, Loss:  0.338
Epoch  14 Batch  416/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.827, Loss:  0.344
Epoch  14 Batch  417/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.378
Epoch  14 Batch  418/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.823, Loss:  0.330
Epoch  14 Batch  419/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.823, Loss:  0.348
Epoch  14 Batch  420/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.830, Loss:  0.325
Epoch  14 Batch  421/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.830, Loss:  0.371
Epoch  14 Batch  422/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.827, Loss:  0.327
Epoch  14 Batch  423/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.362
Epoch  14 Batch  424/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.827, Loss:  0.347
Epoch  14 Batch  425/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.821, Loss:  0.321
Epoch  14 Batch  426/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.378
Epoch  14 Batch  427/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.834, Loss:  0.330
Epoch  14 Batch  428/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.836, Loss:  0.355
Epoch  14 Batch  429/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.329
Epoch  14 Batch  430/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.835, Loss:  0.325
Epoch  14 Batch  431/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.833, Loss:  0.329
Epoch  14 Batch  432/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.357
Epoch  14 Batch  433/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.824, Loss:  0.323
Epoch  14 Batch  434/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.360
Epoch  14 Batch  435/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.820, Loss:  0.373
Epoch  14 Batch  436/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.816, Loss:  0.340
Epoch  14 Batch  437/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.816, Loss:  0.354
Epoch  14 Batch  438/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.813, Loss:  0.344
Epoch  14 Batch  439/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.814, Loss:  0.379
Epoch  14 Batch  440/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.811, Loss:  0.352
Epoch  14 Batch  441/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.811, Loss:  0.339
Epoch  14 Batch  442/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.810, Loss:  0.330
Epoch  14 Batch  443/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.809, Loss:  0.337
Epoch  14 Batch  444/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.810, Loss:  0.356
Epoch  14 Batch  445/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.810, Loss:  0.374
Epoch  14 Batch  446/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.812, Loss:  0.304
Epoch  14 Batch  447/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.816, Loss:  0.366
Epoch  14 Batch  448/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.365
Epoch  14 Batch  449/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.351
Epoch  14 Batch  450/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.822, Loss:  0.342
Epoch  14 Batch  451/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.315
Epoch  14 Batch  452/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.363
Epoch  14 Batch  453/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.328
Epoch  14 Batch  454/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.829, Loss:  0.342
Epoch  14 Batch  455/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.831, Loss:  0.347
Epoch  14 Batch  456/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.347
Epoch  14 Batch  457/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.326
Epoch  14 Batch  458/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.828, Loss:  0.360
Epoch  14 Batch  459/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.832, Loss:  0.328
Epoch  14 Batch  460/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.834, Loss:  0.370
Epoch  14 Batch  461/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.836, Loss:  0.351
Epoch  14 Batch  462/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.835, Loss:  0.322
Epoch  14 Batch  463/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.832, Loss:  0.343
Epoch  14 Batch  464/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.829, Loss:  0.337
Epoch  14 Batch  465/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.832, Loss:  0.387
Epoch  14 Batch  466/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.827, Loss:  0.325
Epoch  14 Batch  467/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.337
Epoch  14 Batch  468/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.369
Epoch  14 Batch  469/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.820, Loss:  0.331
Epoch  14 Batch  470/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.815, Loss:  0.362
Epoch  14 Batch  471/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.815, Loss:  0.338
Epoch  14 Batch  472/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.815, Loss:  0.329
Epoch  14 Batch  473/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.819, Loss:  0.348
Epoch  14 Batch  474/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.818, Loss:  0.353
Epoch  14 Batch  475/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.817, Loss:  0.336
Epoch  14 Batch  476/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.814, Loss:  0.337
Epoch  14 Batch  477/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.816, Loss:  0.322
Epoch  14 Batch  478/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.352
Epoch  14 Batch  479/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.821, Loss:  0.361
Epoch  14 Batch  480/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.815, Loss:  0.359
Epoch  14 Batch  481/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.815, Loss:  0.353
Epoch  14 Batch  482/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.808, Loss:  0.364
Epoch  14 Batch  483/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.807, Loss:  0.339
Epoch  14 Batch  484/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.810, Loss:  0.340
Epoch  14 Batch  485/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.819, Loss:  0.350
Epoch  14 Batch  486/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.823, Loss:  0.332
Epoch  14 Batch  487/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.343
Epoch  14 Batch  488/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.828, Loss:  0.346
Epoch  14 Batch  489/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.829, Loss:  0.326
Epoch  14 Batch  490/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.829, Loss:  0.352
Epoch  14 Batch  491/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.360
Epoch  14 Batch  492/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.831, Loss:  0.371
Epoch  14 Batch  493/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.832, Loss:  0.331
Epoch  14 Batch  494/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.831, Loss:  0.345
Epoch  14 Batch  495/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.831, Loss:  0.323
Epoch  14 Batch  496/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.826, Loss:  0.351
Epoch  14 Batch  497/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.826, Loss:  0.395
Epoch  14 Batch  498/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.824, Loss:  0.336
Epoch  14 Batch  499/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.827, Loss:  0.334
Epoch  14 Batch  500/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.322
Epoch  14 Batch  501/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.815, Loss:  0.340
Epoch  14 Batch  502/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.822, Loss:  0.332
Epoch  14 Batch  503/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.339
Epoch  14 Batch  504/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.825, Loss:  0.348
Epoch  14 Batch  505/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.309
Epoch  14 Batch  506/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.835, Loss:  0.354
Epoch  14 Batch  507/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.835, Loss:  0.339
Epoch  14 Batch  508/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.834, Loss:  0.333
Epoch  14 Batch  509/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.824, Loss:  0.376
Epoch  14 Batch  510/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.821, Loss:  0.341
Epoch  14 Batch  511/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.366
Epoch  14 Batch  512/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.815, Loss:  0.342
Epoch  14 Batch  513/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.817, Loss:  0.347
Epoch  14 Batch  514/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.809, Loss:  0.360
Epoch  14 Batch  515/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.814, Loss:  0.359
Epoch  14 Batch  516/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.821, Loss:  0.323
Epoch  14 Batch  517/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.365
Epoch  14 Batch  518/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.311
Epoch  14 Batch  519/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.359
Epoch  14 Batch  520/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.828, Loss:  0.332
Epoch  14 Batch  521/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.355
Epoch  14 Batch  522/1077 - Train Accuracy:  0.787, Validation Accuracy:  0.824, Loss:  0.372
Epoch  14 Batch  523/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.829, Loss:  0.354
Epoch  14 Batch  524/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.370
Epoch  14 Batch  525/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.819, Loss:  0.340
Epoch  14 Batch  526/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.821, Loss:  0.343
Epoch  14 Batch  527/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.346
Epoch  14 Batch  528/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.332
Epoch  14 Batch  529/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.336
Epoch  14 Batch  530/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.826, Loss:  0.363
Epoch  14 Batch  531/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.833, Loss:  0.338
Epoch  14 Batch  532/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.829, Loss:  0.357
Epoch  14 Batch  533/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.833, Loss:  0.366
Epoch  14 Batch  534/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.829, Loss:  0.350
Epoch  14 Batch  535/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.834, Loss:  0.321
Epoch  14 Batch  536/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.837, Loss:  0.331
Epoch  14 Batch  537/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.838, Loss:  0.363
Epoch  14 Batch  538/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.840, Loss:  0.328
Epoch  14 Batch  539/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.831, Loss:  0.350
Epoch  14 Batch  540/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.317
Epoch  14 Batch  541/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.822, Loss:  0.350
Epoch  14 Batch  542/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.823, Loss:  0.353
Epoch  14 Batch  543/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.828, Loss:  0.353
Epoch  14 Batch  544/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.347
Epoch  14 Batch  545/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.819, Loss:  0.364
Epoch  14 Batch  546/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.374
Epoch  14 Batch  547/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.821, Loss:  0.360
Epoch  14 Batch  548/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.803, Loss:  0.358
Epoch  14 Batch  549/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.801, Loss:  0.370
Epoch  14 Batch  550/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.810, Loss:  0.368
Epoch  14 Batch  551/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.809, Loss:  0.355
Epoch  14 Batch  552/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.803, Loss:  0.354
Epoch  14 Batch  553/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.808, Loss:  0.355
Epoch  14 Batch  554/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.805, Loss:  0.350
Epoch  14 Batch  555/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.806, Loss:  0.342
Epoch  14 Batch  556/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.806, Loss:  0.327
Epoch  14 Batch  557/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.812, Loss:  0.341
Epoch  14 Batch  558/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.813, Loss:  0.325
Epoch  14 Batch  559/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.816, Loss:  0.319
Epoch  14 Batch  560/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.818, Loss:  0.357
Epoch  14 Batch  561/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.814, Loss:  0.336
Epoch  14 Batch  562/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.814, Loss:  0.324
Epoch  14 Batch  563/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.814, Loss:  0.358
Epoch  14 Batch  564/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.814, Loss:  0.378
Epoch  14 Batch  565/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.814, Loss:  0.363
Epoch  14 Batch  566/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.812, Loss:  0.369
Epoch  14 Batch  567/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.812, Loss:  0.352
Epoch  14 Batch  568/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.820, Loss:  0.347
Epoch  14 Batch  569/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.822, Loss:  0.365
Epoch  14 Batch  570/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.822, Loss:  0.383
Epoch  14 Batch  571/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.318
Epoch  14 Batch  572/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.822, Loss:  0.344
Epoch  14 Batch  573/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.819, Loss:  0.374
Epoch  14 Batch  574/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.816, Loss:  0.346
Epoch  14 Batch  575/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.815, Loss:  0.333
Epoch  14 Batch  576/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.812, Loss:  0.338
Epoch  14 Batch  577/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.810, Loss:  0.370
Epoch  14 Batch  578/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.812, Loss:  0.375
Epoch  14 Batch  579/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.814, Loss:  0.324
Epoch  14 Batch  580/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.814, Loss:  0.329
Epoch  14 Batch  581/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.819, Loss:  0.328
Epoch  14 Batch  582/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.821, Loss:  0.351
Epoch  14 Batch  583/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.367
Epoch  14 Batch  584/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.831, Loss:  0.337
Epoch  14 Batch  585/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.826, Loss:  0.316
Epoch  14 Batch  586/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.823, Loss:  0.379
Epoch  14 Batch  587/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.812, Loss:  0.337
Epoch  14 Batch  588/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.812, Loss:  0.341
Epoch  14 Batch  589/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.808, Loss:  0.354
Epoch  14 Batch  590/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.808, Loss:  0.362
Epoch  14 Batch  591/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.808, Loss:  0.339
Epoch  14 Batch  592/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.807, Loss:  0.357
Epoch  14 Batch  593/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.813, Loss:  0.351
Epoch  14 Batch  594/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.814, Loss:  0.373
Epoch  14 Batch  595/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.812, Loss:  0.378
Epoch  14 Batch  596/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.808, Loss:  0.358
Epoch  14 Batch  597/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.816, Loss:  0.347
Epoch  14 Batch  598/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.818, Loss:  0.349
Epoch  14 Batch  599/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.818, Loss:  0.404
Epoch  14 Batch  600/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.818, Loss:  0.330
Epoch  14 Batch  601/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.817, Loss:  0.341
Epoch  14 Batch  602/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.815, Loss:  0.348
Epoch  14 Batch  603/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.812, Loss:  0.334
Epoch  14 Batch  604/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.816, Loss:  0.365
Epoch  14 Batch  605/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.816, Loss:  0.376
Epoch  14 Batch  606/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.824, Loss:  0.301
Epoch  14 Batch  607/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.831, Loss:  0.332
Epoch  14 Batch  608/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.827, Loss:  0.368
Epoch  14 Batch  609/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.828, Loss:  0.370
Epoch  14 Batch  610/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.823, Loss:  0.366
Epoch  14 Batch  611/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.823, Loss:  0.360
Epoch  14 Batch  612/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.326
Epoch  14 Batch  613/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.821, Loss:  0.370
Epoch  14 Batch  614/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.823, Loss:  0.338
Epoch  14 Batch  615/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.340
Epoch  14 Batch  616/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.368
Epoch  14 Batch  617/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.338
Epoch  14 Batch  618/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.350
Epoch  14 Batch  619/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.830, Loss:  0.363
Epoch  14 Batch  620/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.338
Epoch  14 Batch  621/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.826, Loss:  0.340
Epoch  14 Batch  622/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.380
Epoch  14 Batch  623/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.831, Loss:  0.370
Epoch  14 Batch  624/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.832, Loss:  0.337
Epoch  14 Batch  625/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.833, Loss:  0.358
Epoch  14 Batch  626/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.835, Loss:  0.305
Epoch  14 Batch  627/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.321
Epoch  14 Batch  628/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.837, Loss:  0.360
Epoch  14 Batch  629/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.839, Loss:  0.365
Epoch  14 Batch  630/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.839, Loss:  0.362
Epoch  14 Batch  631/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.839, Loss:  0.358
Epoch  14 Batch  632/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.839, Loss:  0.331
Epoch  14 Batch  633/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.342
Epoch  14 Batch  634/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.830, Loss:  0.318
Epoch  14 Batch  635/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.821, Loss:  0.386
Epoch  14 Batch  636/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.812, Loss:  0.339
Epoch  14 Batch  637/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.814, Loss:  0.336
Epoch  14 Batch  638/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.821, Loss:  0.342
Epoch  14 Batch  639/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.821, Loss:  0.348
Epoch  14 Batch  640/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.337
Epoch  14 Batch  641/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.824, Loss:  0.337
Epoch  14 Batch  642/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.822, Loss:  0.354
Epoch  14 Batch  643/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.317
Epoch  14 Batch  644/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.824, Loss:  0.333
Epoch  14 Batch  645/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.811, Loss:  0.328
Epoch  14 Batch  646/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.816, Loss:  0.329
Epoch  14 Batch  647/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.815, Loss:  0.342
Epoch  14 Batch  648/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.820, Loss:  0.330
Epoch  14 Batch  649/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.817, Loss:  0.363
Epoch  14 Batch  650/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.827, Loss:  0.342
Epoch  14 Batch  651/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.826, Loss:  0.351
Epoch  14 Batch  652/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.826, Loss:  0.385
Epoch  14 Batch  653/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.354
Epoch  14 Batch  654/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.819, Loss:  0.347
Epoch  14 Batch  655/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.369
Epoch  14 Batch  656/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.816, Loss:  0.365
Epoch  14 Batch  657/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.820, Loss:  0.358
Epoch  14 Batch  658/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.328
Epoch  14 Batch  659/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.820, Loss:  0.344
Epoch  14 Batch  660/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.366
Epoch  14 Batch  661/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.823, Loss:  0.318
Epoch  14 Batch  662/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.821, Loss:  0.315
Epoch  14 Batch  663/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.822, Loss:  0.336
Epoch  14 Batch  664/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.823, Loss:  0.347
Epoch  14 Batch  665/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.360
Epoch  14 Batch  666/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.829, Loss:  0.345
Epoch  14 Batch  667/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.828, Loss:  0.384
Epoch  14 Batch  668/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.827, Loss:  0.339
Epoch  14 Batch  669/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.827, Loss:  0.331
Epoch  14 Batch  670/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.330
Epoch  14 Batch  671/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.820, Loss:  0.376
Epoch  14 Batch  672/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.334
Epoch  14 Batch  673/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.324
Epoch  14 Batch  674/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.820, Loss:  0.325
Epoch  14 Batch  675/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.357
Epoch  14 Batch  676/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.815, Loss:  0.364
Epoch  14 Batch  677/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.814, Loss:  0.376
Epoch  14 Batch  678/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.819, Loss:  0.309
Epoch  14 Batch  679/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.360
Epoch  14 Batch  680/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.331
Epoch  14 Batch  681/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.365
Epoch  14 Batch  682/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.330
Epoch  14 Batch  683/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.823, Loss:  0.338
Epoch  14 Batch  684/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.338
Epoch  14 Batch  685/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.360
Epoch  14 Batch  686/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.828, Loss:  0.340
Epoch  14 Batch  687/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.371
Epoch  14 Batch  688/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.825, Loss:  0.319
Epoch  14 Batch  689/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.826, Loss:  0.341
Epoch  14 Batch  690/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.331
Epoch  14 Batch  691/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.376
Epoch  14 Batch  692/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.820, Loss:  0.334
Epoch  14 Batch  693/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.819, Loss:  0.397
Epoch  14 Batch  694/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.818, Loss:  0.342
Epoch  14 Batch  695/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.820, Loss:  0.317
Epoch  14 Batch  696/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.826, Loss:  0.375
Epoch  14 Batch  697/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.340
Epoch  14 Batch  698/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.830, Loss:  0.344
Epoch  14 Batch  699/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.824, Loss:  0.354
Epoch  14 Batch  700/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.827, Loss:  0.320
Epoch  14 Batch  701/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.837, Loss:  0.356
Epoch  14 Batch  702/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.364
Epoch  14 Batch  703/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.369
Epoch  14 Batch  704/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.825, Loss:  0.373
Epoch  14 Batch  705/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.824, Loss:  0.375
Epoch  14 Batch  706/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.363
Epoch  14 Batch  707/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.331
Epoch  14 Batch  708/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.826, Loss:  0.350
Epoch  14 Batch  709/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.826, Loss:  0.378
Epoch  14 Batch  710/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.824, Loss:  0.343
Epoch  14 Batch  711/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.822, Loss:  0.394
Epoch  14 Batch  712/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.325
Epoch  14 Batch  713/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.823, Loss:  0.306
Epoch  14 Batch  714/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.315
Epoch  14 Batch  715/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.821, Loss:  0.407
Epoch  14 Batch  716/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.816, Loss:  0.311
Epoch  14 Batch  717/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.813, Loss:  0.342
Epoch  14 Batch  718/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.816, Loss:  0.355
Epoch  14 Batch  719/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.817, Loss:  0.315
Epoch  14 Batch  720/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.817, Loss:  0.401
Epoch  14 Batch  721/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.374
Epoch  14 Batch  722/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.816, Loss:  0.355
Epoch  14 Batch  723/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.815, Loss:  0.343
Epoch  14 Batch  724/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.815, Loss:  0.372
Epoch  14 Batch  725/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.823, Loss:  0.316
Epoch  14 Batch  726/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.324
Epoch  14 Batch  727/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.818, Loss:  0.309
Epoch  14 Batch  728/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.828, Loss:  0.359
Epoch  14 Batch  729/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.363
Epoch  14 Batch  730/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.828, Loss:  0.356
Epoch  14 Batch  731/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.828, Loss:  0.334
Epoch  14 Batch  732/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.835, Loss:  0.362
Epoch  14 Batch  733/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.826, Loss:  0.355
Epoch  14 Batch  734/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.826, Loss:  0.351
Epoch  14 Batch  735/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.825, Loss:  0.342
Epoch  14 Batch  736/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.314
Epoch  14 Batch  737/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.835, Loss:  0.378
Epoch  14 Batch  738/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.835, Loss:  0.297
Epoch  14 Batch  739/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.330
Epoch  14 Batch  740/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.836, Loss:  0.342
Epoch  14 Batch  741/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.832, Loss:  0.344
Epoch  14 Batch  742/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.833, Loss:  0.339
Epoch  14 Batch  743/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.831, Loss:  0.362
Epoch  14 Batch  744/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.831, Loss:  0.307
Epoch  14 Batch  745/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.359
Epoch  14 Batch  746/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.820, Loss:  0.346
Epoch  14 Batch  747/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.817, Loss:  0.304
Epoch  14 Batch  748/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.815, Loss:  0.338
Epoch  14 Batch  749/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.813, Loss:  0.382
Epoch  14 Batch  750/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.812, Loss:  0.325
Epoch  14 Batch  751/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.819, Loss:  0.335
Epoch  14 Batch  752/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.813, Loss:  0.329
Epoch  14 Batch  753/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.812, Loss:  0.332
Epoch  14 Batch  754/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.818, Loss:  0.364
Epoch  14 Batch  755/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.821, Loss:  0.327
Epoch  14 Batch  756/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.824, Loss:  0.312
Epoch  14 Batch  757/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.829, Loss:  0.341
Epoch  14 Batch  758/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.834, Loss:  0.320
Epoch  14 Batch  759/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.315
Epoch  14 Batch  760/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.826, Loss:  0.367
Epoch  14 Batch  761/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.821, Loss:  0.369
Epoch  14 Batch  762/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.826, Loss:  0.335
Epoch  14 Batch  763/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.315
Epoch  14 Batch  764/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.824, Loss:  0.344
Epoch  14 Batch  765/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.830, Loss:  0.329
Epoch  14 Batch  766/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.833, Loss:  0.371
Epoch  14 Batch  767/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.829, Loss:  0.339
Epoch  14 Batch  768/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.830, Loss:  0.338
Epoch  14 Batch  769/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.833, Loss:  0.349
Epoch  14 Batch  770/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.833, Loss:  0.316
Epoch  14 Batch  771/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.376
Epoch  14 Batch  772/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.828, Loss:  0.334
Epoch  14 Batch  773/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.822, Loss:  0.324
Epoch  14 Batch  774/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.373
Epoch  14 Batch  775/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.824, Loss:  0.341
Epoch  14 Batch  776/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.332
Epoch  14 Batch  777/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.357
Epoch  14 Batch  778/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.321
Epoch  14 Batch  779/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.819, Loss:  0.366
Epoch  14 Batch  780/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.818, Loss:  0.375
Epoch  14 Batch  781/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.809, Loss:  0.307
Epoch  14 Batch  782/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.809, Loss:  0.340
Epoch  14 Batch  783/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.808, Loss:  0.359
Epoch  14 Batch  784/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.808, Loss:  0.336
Epoch  14 Batch  785/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.812, Loss:  0.323
Epoch  14 Batch  786/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.812, Loss:  0.338
Epoch  14 Batch  787/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.326
Epoch  14 Batch  788/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.822, Loss:  0.314
Epoch  14 Batch  789/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.820, Loss:  0.366
Epoch  14 Batch  790/1077 - Train Accuracy:  0.768, Validation Accuracy:  0.820, Loss:  0.375
Epoch  14 Batch  791/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.825, Loss:  0.348
Epoch  14 Batch  792/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.827, Loss:  0.359
Epoch  14 Batch  793/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.335
Epoch  14 Batch  794/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.826, Loss:  0.331
Epoch  14 Batch  795/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.835, Loss:  0.371
Epoch  14 Batch  796/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.350
Epoch  14 Batch  797/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.340
Epoch  14 Batch  798/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.831, Loss:  0.344
Epoch  14 Batch  799/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.821, Loss:  0.393
Epoch  14 Batch  800/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.816, Loss:  0.339
Epoch  14 Batch  801/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.821, Loss:  0.355
Epoch  14 Batch  802/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.338
Epoch  14 Batch  803/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.821, Loss:  0.372
Epoch  14 Batch  804/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.820, Loss:  0.352
Epoch  14 Batch  805/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.823, Loss:  0.356
Epoch  14 Batch  806/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.357
Epoch  14 Batch  807/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.825, Loss:  0.312
Epoch  14 Batch  808/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.830, Loss:  0.366
Epoch  14 Batch  809/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.366
Epoch  14 Batch  810/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.294
Epoch  14 Batch  811/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.323
Epoch  14 Batch  812/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.825, Loss:  0.368
Epoch  14 Batch  813/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.827, Loss:  0.331
Epoch  14 Batch  814/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.831, Loss:  0.359
Epoch  14 Batch  815/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.818, Loss:  0.349
Epoch  14 Batch  816/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.817, Loss:  0.342
Epoch  14 Batch  817/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.816, Loss:  0.374
Epoch  14 Batch  818/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.813, Loss:  0.335
Epoch  14 Batch  819/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.814, Loss:  0.333
Epoch  14 Batch  820/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.816, Loss:  0.358
Epoch  14 Batch  821/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.340
Epoch  14 Batch  822/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.819, Loss:  0.349
Epoch  14 Batch  823/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.824, Loss:  0.327
Epoch  14 Batch  824/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.823, Loss:  0.326
Epoch  14 Batch  825/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.824, Loss:  0.340
Epoch  14 Batch  826/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.825, Loss:  0.313
Epoch  14 Batch  827/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.825, Loss:  0.364
Epoch  14 Batch  828/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.341
Epoch  14 Batch  829/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.817, Loss:  0.379
Epoch  14 Batch  830/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.820, Loss:  0.335
Epoch  14 Batch  831/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.825, Loss:  0.360
Epoch  14 Batch  832/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.824, Loss:  0.353
Epoch  14 Batch  833/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.820, Loss:  0.364
Epoch  14 Batch  834/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.328
Epoch  14 Batch  835/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.824, Loss:  0.357
Epoch  14 Batch  836/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.826, Loss:  0.360
Epoch  14 Batch  837/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.379
Epoch  14 Batch  838/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.829, Loss:  0.356
Epoch  14 Batch  839/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.829, Loss:  0.314
Epoch  14 Batch  840/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.332
Epoch  14 Batch  841/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.833, Loss:  0.337
Epoch  14 Batch  842/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.834, Loss:  0.339
Epoch  14 Batch  843/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.833, Loss:  0.335
Epoch  14 Batch  844/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.328
Epoch  14 Batch  845/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.337
Epoch  14 Batch  846/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.833, Loss:  0.359
Epoch  14 Batch  847/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.837, Loss:  0.363
Epoch  14 Batch  848/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.837, Loss:  0.332
Epoch  14 Batch  849/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.841, Loss:  0.327
Epoch  14 Batch  850/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.350
Epoch  14 Batch  851/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.828, Loss:  0.321
Epoch  14 Batch  852/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.826, Loss:  0.354
Epoch  14 Batch  853/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.829, Loss:  0.322
Epoch  14 Batch  854/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.827, Loss:  0.357
Epoch  14 Batch  855/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.824, Loss:  0.353
Epoch  14 Batch  856/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.819, Loss:  0.362
Epoch  14 Batch  857/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.823, Loss:  0.332
Epoch  14 Batch  858/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.823, Loss:  0.314
Epoch  14 Batch  859/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.824, Loss:  0.363
Epoch  14 Batch  860/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.824, Loss:  0.348
Epoch  14 Batch  861/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.824, Loss:  0.339
Epoch  14 Batch  862/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.824, Loss:  0.343
Epoch  14 Batch  863/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.824, Loss:  0.328
Epoch  14 Batch  864/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.816, Loss:  0.333
Epoch  14 Batch  865/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.825, Loss:  0.317
Epoch  14 Batch  866/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.815, Loss:  0.345
Epoch  14 Batch  867/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.816, Loss:  0.403
Epoch  14 Batch  868/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.818, Loss:  0.337
Epoch  14 Batch  869/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.822, Loss:  0.355
Epoch  14 Batch  870/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.822, Loss:  0.390
Epoch  14 Batch  871/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.822, Loss:  0.326
Epoch  14 Batch  872/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.822, Loss:  0.316
Epoch  14 Batch  873/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.823, Loss:  0.362
Epoch  14 Batch  874/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.827, Loss:  0.373
Epoch  14 Batch  875/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.819, Loss:  0.345
Epoch  14 Batch  876/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.820, Loss:  0.345
Epoch  14 Batch  877/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.821, Loss:  0.314
Epoch  14 Batch  878/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.348
Epoch  14 Batch  879/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.815, Loss:  0.315
Epoch  14 Batch  880/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.821, Loss:  0.323
Epoch  14 Batch  881/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.814, Loss:  0.357
Epoch  14 Batch  882/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.818, Loss:  0.375
Epoch  14 Batch  883/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.819, Loss:  0.406
Epoch  14 Batch  884/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.815, Loss:  0.330
Epoch  14 Batch  885/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.815, Loss:  0.299
Epoch  14 Batch  886/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.811, Loss:  0.363
Epoch  14 Batch  887/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.811, Loss:  0.367
Epoch  14 Batch  888/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.811, Loss:  0.325
Epoch  14 Batch  889/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.811, Loss:  0.344
Epoch  14 Batch  890/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.824, Loss:  0.334
Epoch  14 Batch  891/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.821, Loss:  0.358
Epoch  14 Batch  892/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.835, Loss:  0.318
Epoch  14 Batch  893/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.334
Epoch  14 Batch  894/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.830, Loss:  0.301
Epoch  14 Batch  895/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.830, Loss:  0.335
Epoch  14 Batch  896/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.829, Loss:  0.367
Epoch  14 Batch  897/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.829, Loss:  0.312
Epoch  14 Batch  898/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.829, Loss:  0.315
Epoch  14 Batch  899/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.341
Epoch  14 Batch  900/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.838, Loss:  0.369
Epoch  14 Batch  901/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.838, Loss:  0.358
Epoch  14 Batch  902/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.843, Loss:  0.360
Epoch  14 Batch  903/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.845, Loss:  0.317
Epoch  14 Batch  904/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.844, Loss:  0.328
Epoch  14 Batch  905/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.843, Loss:  0.329
Epoch  14 Batch  906/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.840, Loss:  0.329
Epoch  14 Batch  907/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.337
Epoch  14 Batch  908/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.846, Loss:  0.343
Epoch  14 Batch  909/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.845, Loss:  0.340
Epoch  14 Batch  910/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.844, Loss:  0.321
Epoch  14 Batch  911/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.842, Loss:  0.305
Epoch  14 Batch  912/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.842, Loss:  0.373
Epoch  14 Batch  913/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.372
Epoch  14 Batch  914/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.342
Epoch  14 Batch  915/1077 - Train Accuracy:  0.785, Validation Accuracy:  0.834, Loss:  0.351
Epoch  14 Batch  916/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.374
Epoch  14 Batch  917/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.835, Loss:  0.349
Epoch  14 Batch  918/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.834, Loss:  0.325
Epoch  14 Batch  919/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.327
Epoch  14 Batch  920/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.829, Loss:  0.347
Epoch  14 Batch  921/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.830, Loss:  0.390
Epoch  14 Batch  922/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.829, Loss:  0.328
Epoch  14 Batch  923/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.833, Loss:  0.358
Epoch  14 Batch  924/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.834, Loss:  0.365
Epoch  14 Batch  925/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.834, Loss:  0.323
Epoch  14 Batch  926/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.831, Loss:  0.367
Epoch  14 Batch  927/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.828, Loss:  0.352
Epoch  14 Batch  928/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.834, Loss:  0.353
Epoch  14 Batch  929/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.834, Loss:  0.359
Epoch  14 Batch  930/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.833, Loss:  0.336
Epoch  14 Batch  931/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.832, Loss:  0.331
Epoch  14 Batch  932/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.830, Loss:  0.332
Epoch  14 Batch  933/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.832, Loss:  0.352
Epoch  14 Batch  934/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.826, Loss:  0.345
Epoch  14 Batch  935/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.363
Epoch  14 Batch  936/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.836, Loss:  0.346
Epoch  14 Batch  937/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.839, Loss:  0.378
Epoch  14 Batch  938/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.839, Loss:  0.362
Epoch  14 Batch  939/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.835, Loss:  0.372
Epoch  14 Batch  940/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.835, Loss:  0.347
Epoch  14 Batch  941/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.835, Loss:  0.322
Epoch  14 Batch  942/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.835, Loss:  0.339
Epoch  14 Batch  943/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.835, Loss:  0.343
Epoch  14 Batch  944/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.832, Loss:  0.322
Epoch  14 Batch  945/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.325
Epoch  14 Batch  946/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.835, Loss:  0.344
Epoch  14 Batch  947/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.835, Loss:  0.387
Epoch  14 Batch  948/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.837, Loss:  0.339
Epoch  14 Batch  949/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.302
Epoch  14 Batch  950/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.329
Epoch  14 Batch  951/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.351
Epoch  14 Batch  952/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.820, Loss:  0.341
Epoch  14 Batch  953/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.819, Loss:  0.323
Epoch  14 Batch  954/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.816, Loss:  0.365
Epoch  14 Batch  955/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.816, Loss:  0.346
Epoch  14 Batch  956/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.813, Loss:  0.349
Epoch  14 Batch  957/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.330
Epoch  14 Batch  958/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.819, Loss:  0.356
Epoch  14 Batch  959/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.316
Epoch  14 Batch  960/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.334
Epoch  14 Batch  961/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.363
Epoch  14 Batch  962/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.819, Loss:  0.329
Epoch  14 Batch  963/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.378
Epoch  14 Batch  964/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.823, Loss:  0.308
Epoch  14 Batch  965/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.821, Loss:  0.381
Epoch  14 Batch  966/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.820, Loss:  0.297
Epoch  14 Batch  967/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.822, Loss:  0.313
Epoch  14 Batch  968/1077 - Train Accuracy:  0.792, Validation Accuracy:  0.823, Loss:  0.370
Epoch  14 Batch  969/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.830, Loss:  0.383
Epoch  14 Batch  970/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.827, Loss:  0.365
Epoch  14 Batch  971/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.336
Epoch  14 Batch  972/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.831, Loss:  0.327
Epoch  14 Batch  973/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.831, Loss:  0.326
Epoch  14 Batch  974/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.334
Epoch  14 Batch  975/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.325
Epoch  14 Batch  976/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.820, Loss:  0.332
Epoch  14 Batch  977/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.315
Epoch  14 Batch  978/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.831, Loss:  0.360
Epoch  14 Batch  979/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.834, Loss:  0.363
Epoch  14 Batch  980/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.343
Epoch  14 Batch  981/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.826, Loss:  0.345
Epoch  14 Batch  982/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.829, Loss:  0.323
Epoch  14 Batch  983/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.371
Epoch  14 Batch  984/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.827, Loss:  0.383
Epoch  14 Batch  985/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.332
Epoch  14 Batch  986/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.833, Loss:  0.341
Epoch  14 Batch  987/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.835, Loss:  0.324
Epoch  14 Batch  988/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.832, Loss:  0.347
Epoch  14 Batch  989/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.837, Loss:  0.353
Epoch  14 Batch  990/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.836, Loss:  0.372
Epoch  14 Batch  991/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.831, Loss:  0.360
Epoch  14 Batch  992/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.827, Loss:  0.349
Epoch  14 Batch  993/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.329
Epoch  14 Batch  994/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.836, Loss:  0.352
Epoch  14 Batch  995/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.318
Epoch  14 Batch  996/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.834, Loss:  0.339
Epoch  14 Batch  997/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.837, Loss:  0.358
Epoch  14 Batch  998/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.833, Loss:  0.351
Epoch  14 Batch  999/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.831, Loss:  0.347
Epoch  14 Batch 1000/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.830, Loss:  0.319
Epoch  14 Batch 1001/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.835, Loss:  0.312
Epoch  14 Batch 1002/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.833, Loss:  0.315
Epoch  14 Batch 1003/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.340
Epoch  14 Batch 1004/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.357
Epoch  14 Batch 1005/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.822, Loss:  0.352
Epoch  14 Batch 1006/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.821, Loss:  0.313
Epoch  14 Batch 1007/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.313
Epoch  14 Batch 1008/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.822, Loss:  0.364
Epoch  14 Batch 1009/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.822, Loss:  0.305
Epoch  14 Batch 1010/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.364
Epoch  14 Batch 1011/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.346
Epoch  14 Batch 1012/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.818, Loss:  0.314
Epoch  14 Batch 1013/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.814, Loss:  0.310
Epoch  14 Batch 1014/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.815, Loss:  0.354
Epoch  14 Batch 1015/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.818, Loss:  0.392
Epoch  14 Batch 1016/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.814, Loss:  0.350
Epoch  14 Batch 1017/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.817, Loss:  0.350
Epoch  14 Batch 1018/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.816, Loss:  0.315
Epoch  14 Batch 1019/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.362
Epoch  14 Batch 1020/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.814, Loss:  0.335
Epoch  14 Batch 1021/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.819, Loss:  0.326
Epoch  14 Batch 1022/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.820, Loss:  0.313
Epoch  14 Batch 1023/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.822, Loss:  0.296
Epoch  14 Batch 1024/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.825, Loss:  0.373
Epoch  14 Batch 1025/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.823, Loss:  0.336
Epoch  14 Batch 1026/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.832, Loss:  0.320
Epoch  14 Batch 1027/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.365
Epoch  14 Batch 1028/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.834, Loss:  0.344
Epoch  14 Batch 1029/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.822, Loss:  0.342
Epoch  14 Batch 1030/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.824, Loss:  0.340
Epoch  14 Batch 1031/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.824, Loss:  0.361
Epoch  14 Batch 1032/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.823, Loss:  0.347
Epoch  14 Batch 1033/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.823, Loss:  0.321
Epoch  14 Batch 1034/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.820, Loss:  0.339
Epoch  14 Batch 1035/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.829, Loss:  0.304
Epoch  14 Batch 1036/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.364
Epoch  14 Batch 1037/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.829, Loss:  0.352
Epoch  14 Batch 1038/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.827, Loss:  0.342
Epoch  14 Batch 1039/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.820, Loss:  0.328
Epoch  14 Batch 1040/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.812, Loss:  0.361
Epoch  14 Batch 1041/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.813, Loss:  0.348
Epoch  14 Batch 1042/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.816, Loss:  0.350
Epoch  14 Batch 1043/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.829, Loss:  0.369
Epoch  14 Batch 1044/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.826, Loss:  0.340
Epoch  14 Batch 1045/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.827, Loss:  0.350
Epoch  14 Batch 1046/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.313
Epoch  14 Batch 1047/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.827, Loss:  0.342
Epoch  14 Batch 1048/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.337
Epoch  14 Batch 1049/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.821, Loss:  0.350
Epoch  14 Batch 1050/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.821, Loss:  0.357
Epoch  14 Batch 1051/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.817, Loss:  0.329
Epoch  14 Batch 1052/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.819, Loss:  0.318
Epoch  14 Batch 1053/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.824, Loss:  0.341
Epoch  14 Batch 1054/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.825, Loss:  0.356
Epoch  14 Batch 1055/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.327
Epoch  14 Batch 1056/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.338
Epoch  14 Batch 1057/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.818, Loss:  0.359
Epoch  14 Batch 1058/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.820, Loss:  0.372
Epoch  14 Batch 1059/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.823, Loss:  0.400
Epoch  14 Batch 1060/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.825, Loss:  0.330
Epoch  14 Batch 1061/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.827, Loss:  0.353
Epoch  14 Batch 1062/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.335
Epoch  14 Batch 1063/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.825, Loss:  0.329
Epoch  14 Batch 1064/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.351
Epoch  14 Batch 1065/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.346
Epoch  14 Batch 1066/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.309
Epoch  14 Batch 1067/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.354
Epoch  14 Batch 1068/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.343
Epoch  14 Batch 1069/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.306
Epoch  14 Batch 1070/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.824, Loss:  0.345
Epoch  14 Batch 1071/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.820, Loss:  0.338
Epoch  14 Batch 1072/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.826, Loss:  0.359
Epoch  14 Batch 1073/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.819, Loss:  0.363
Epoch  14 Batch 1074/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.365
Epoch  14 Batch 1075/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.822, Loss:  0.369
Epoch  15 Batch    0/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.321
Epoch  15 Batch    1/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.332
Epoch  15 Batch    2/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.824, Loss:  0.364
Epoch  15 Batch    3/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.336
Epoch  15 Batch    4/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.338
Epoch  15 Batch    5/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.823, Loss:  0.361
Epoch  15 Batch    6/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.822, Loss:  0.359
Epoch  15 Batch    7/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.822, Loss:  0.306
Epoch  15 Batch    8/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.822, Loss:  0.340
Epoch  15 Batch    9/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.340
Epoch  15 Batch   10/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.823, Loss:  0.351
Epoch  15 Batch   11/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.822, Loss:  0.348
Epoch  15 Batch   12/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.822, Loss:  0.349
Epoch  15 Batch   13/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.822, Loss:  0.356
Epoch  15 Batch   14/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.823, Loss:  0.311
Epoch  15 Batch   15/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.822, Loss:  0.323
Epoch  15 Batch   16/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.346
Epoch  15 Batch   17/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.825, Loss:  0.340
Epoch  15 Batch   18/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.354
Epoch  15 Batch   19/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.350
Epoch  15 Batch   20/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.835, Loss:  0.328
Epoch  15 Batch   21/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.830, Loss:  0.365
Epoch  15 Batch   22/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.362
Epoch  15 Batch   23/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.825, Loss:  0.354
Epoch  15 Batch   24/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.828, Loss:  0.324
Epoch  15 Batch   25/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.322
Epoch  15 Batch   26/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.822, Loss:  0.377
Epoch  15 Batch   27/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.300
Epoch  15 Batch   28/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.338
Epoch  15 Batch   29/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.343
Epoch  15 Batch   30/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.826, Loss:  0.333
Epoch  15 Batch   31/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.350
Epoch  15 Batch   32/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.823, Loss:  0.320
Epoch  15 Batch   33/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.822, Loss:  0.317
Epoch  15 Batch   34/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.824, Loss:  0.355
Epoch  15 Batch   35/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.823, Loss:  0.338
Epoch  15 Batch   36/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.819, Loss:  0.322
Epoch  15 Batch   37/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.349
Epoch  15 Batch   38/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.820, Loss:  0.386
Epoch  15 Batch   39/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.820, Loss:  0.398
Epoch  15 Batch   40/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.347
Epoch  15 Batch   41/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.822, Loss:  0.340
Epoch  15 Batch   42/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.823, Loss:  0.365
Epoch  15 Batch   43/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.816, Loss:  0.334
Epoch  15 Batch   44/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.816, Loss:  0.350
Epoch  15 Batch   45/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.819, Loss:  0.346
Epoch  15 Batch   46/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.823, Loss:  0.367
Epoch  15 Batch   47/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.818, Loss:  0.345
Epoch  15 Batch   48/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.811, Loss:  0.386
Epoch  15 Batch   49/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.810, Loss:  0.372
Epoch  15 Batch   50/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.813, Loss:  0.345
Epoch  15 Batch   51/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.810, Loss:  0.316
Epoch  15 Batch   52/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.816, Loss:  0.358
Epoch  15 Batch   53/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.819, Loss:  0.342
Epoch  15 Batch   54/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.819, Loss:  0.396
Epoch  15 Batch   55/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.821, Loss:  0.319
Epoch  15 Batch   56/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.821, Loss:  0.323
Epoch  15 Batch   57/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.331
Epoch  15 Batch   58/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.811, Loss:  0.337
Epoch  15 Batch   59/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.818, Loss:  0.341
Epoch  15 Batch   60/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.337
Epoch  15 Batch   61/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.820, Loss:  0.361
Epoch  15 Batch   62/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.821, Loss:  0.368
Epoch  15 Batch   63/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.822, Loss:  0.309
Epoch  15 Batch   64/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.821, Loss:  0.323
Epoch  15 Batch   65/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.820, Loss:  0.352
Epoch  15 Batch   66/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.307
Epoch  15 Batch   67/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.820, Loss:  0.348
Epoch  15 Batch   68/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.819, Loss:  0.355
Epoch  15 Batch   69/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.821, Loss:  0.374
Epoch  15 Batch   70/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.821, Loss:  0.343
Epoch  15 Batch   71/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.822, Loss:  0.321
Epoch  15 Batch   72/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.824, Loss:  0.345
Epoch  15 Batch   73/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.826, Loss:  0.360
Epoch  15 Batch   74/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.823, Loss:  0.298
Epoch  15 Batch   75/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.370
Epoch  15 Batch   76/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.823, Loss:  0.305
Epoch  15 Batch   77/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.826, Loss:  0.342
Epoch  15 Batch   78/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.823, Loss:  0.352
Epoch  15 Batch   79/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.824, Loss:  0.329
Epoch  15 Batch   80/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.824, Loss:  0.340
Epoch  15 Batch   81/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.821, Loss:  0.331
Epoch  15 Batch   82/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.296
Epoch  15 Batch   83/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.824, Loss:  0.382
Epoch  15 Batch   84/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.352
Epoch  15 Batch   85/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.830, Loss:  0.315
Epoch  15 Batch   86/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.337
Epoch  15 Batch   87/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.837, Loss:  0.373
Epoch  15 Batch   88/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.832, Loss:  0.360
Epoch  15 Batch   89/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.834, Loss:  0.348
Epoch  15 Batch   90/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.839, Loss:  0.359
Epoch  15 Batch   91/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.305
Epoch  15 Batch   92/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.842, Loss:  0.334
Epoch  15 Batch   93/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.344
Epoch  15 Batch   94/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.837, Loss:  0.314
Epoch  15 Batch   95/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.836, Loss:  0.350
Epoch  15 Batch   96/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.836, Loss:  0.329
Epoch  15 Batch   97/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.838, Loss:  0.347
Epoch  15 Batch   98/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.837, Loss:  0.329
Epoch  15 Batch   99/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.830, Loss:  0.354
Epoch  15 Batch  100/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.827, Loss:  0.355
Epoch  15 Batch  101/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.826, Loss:  0.351
Epoch  15 Batch  102/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.835, Loss:  0.323
Epoch  15 Batch  103/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.838, Loss:  0.395
Epoch  15 Batch  104/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.838, Loss:  0.340
Epoch  15 Batch  105/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.834, Loss:  0.332
Epoch  15 Batch  106/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.833, Loss:  0.376
Epoch  15 Batch  107/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.831, Loss:  0.334
Epoch  15 Batch  108/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.309
Epoch  15 Batch  109/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.831, Loss:  0.339
Epoch  15 Batch  110/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.831, Loss:  0.317
Epoch  15 Batch  111/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.346
Epoch  15 Batch  112/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.829, Loss:  0.333
Epoch  15 Batch  113/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.834, Loss:  0.350
Epoch  15 Batch  114/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.830, Loss:  0.327
Epoch  15 Batch  115/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.371
Epoch  15 Batch  116/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.819, Loss:  0.352
Epoch  15 Batch  117/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.820, Loss:  0.364
Epoch  15 Batch  118/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.815, Loss:  0.375
Epoch  15 Batch  119/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.815, Loss:  0.347
Epoch  15 Batch  120/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.820, Loss:  0.359
Epoch  15 Batch  121/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.820, Loss:  0.328
Epoch  15 Batch  122/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.328
Epoch  15 Batch  123/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.821, Loss:  0.290
Epoch  15 Batch  124/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.822, Loss:  0.359
Epoch  15 Batch  125/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.815, Loss:  0.350
Epoch  15 Batch  126/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.818, Loss:  0.304
Epoch  15 Batch  127/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.817, Loss:  0.333
Epoch  15 Batch  128/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.315
Epoch  15 Batch  129/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.824, Loss:  0.345
Epoch  15 Batch  130/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.824, Loss:  0.299
Epoch  15 Batch  131/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.828, Loss:  0.330
Epoch  15 Batch  132/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.823, Loss:  0.356
Epoch  15 Batch  133/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.817, Loss:  0.349
Epoch  15 Batch  134/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.821, Loss:  0.317
Epoch  15 Batch  135/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.817, Loss:  0.337
Epoch  15 Batch  136/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.817, Loss:  0.328
Epoch  15 Batch  137/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.818, Loss:  0.311
Epoch  15 Batch  138/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.817, Loss:  0.327
Epoch  15 Batch  139/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.814, Loss:  0.345
Epoch  15 Batch  140/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.815, Loss:  0.368
Epoch  15 Batch  141/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.815, Loss:  0.337
Epoch  15 Batch  142/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.829, Loss:  0.307
Epoch  15 Batch  143/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.833, Loss:  0.335
Epoch  15 Batch  144/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.818, Loss:  0.365
Epoch  15 Batch  145/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.819, Loss:  0.334
Epoch  15 Batch  146/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.815, Loss:  0.350
Epoch  15 Batch  147/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.810, Loss:  0.375
Epoch  15 Batch  148/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.815, Loss:  0.338
Epoch  15 Batch  149/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.350
Epoch  15 Batch  150/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.820, Loss:  0.330
Epoch  15 Batch  151/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.307
Epoch  15 Batch  152/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.821, Loss:  0.373
Epoch  15 Batch  153/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.346
Epoch  15 Batch  154/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.342
Epoch  15 Batch  155/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.826, Loss:  0.345
Epoch  15 Batch  156/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.825, Loss:  0.332
Epoch  15 Batch  157/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.830, Loss:  0.351
Epoch  15 Batch  158/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.829, Loss:  0.343
Epoch  15 Batch  159/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.286
Epoch  15 Batch  160/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.822, Loss:  0.321
Epoch  15 Batch  161/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.819, Loss:  0.339
Epoch  15 Batch  162/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.817, Loss:  0.376
Epoch  15 Batch  163/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.817, Loss:  0.384
Epoch  15 Batch  164/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.814, Loss:  0.341
Epoch  15 Batch  165/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.819, Loss:  0.322
Epoch  15 Batch  166/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.340
Epoch  15 Batch  167/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.824, Loss:  0.337
Epoch  15 Batch  168/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.357
Epoch  15 Batch  169/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.346
Epoch  15 Batch  170/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.827, Loss:  0.360
Epoch  15 Batch  171/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.825, Loss:  0.343
Epoch  15 Batch  172/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.818, Loss:  0.325
Epoch  15 Batch  173/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.815, Loss:  0.359
Epoch  15 Batch  174/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.816, Loss:  0.326
Epoch  15 Batch  175/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.809, Loss:  0.322
Epoch  15 Batch  176/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.816, Loss:  0.325
Epoch  15 Batch  177/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.820, Loss:  0.356
Epoch  15 Batch  178/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.817, Loss:  0.340
Epoch  15 Batch  179/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.351
Epoch  15 Batch  180/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.819, Loss:  0.333
Epoch  15 Batch  181/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.820, Loss:  0.353
Epoch  15 Batch  182/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.330
Epoch  15 Batch  183/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.822, Loss:  0.358
Epoch  15 Batch  184/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.822, Loss:  0.316
Epoch  15 Batch  185/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.818, Loss:  0.360
Epoch  15 Batch  186/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.818, Loss:  0.343
Epoch  15 Batch  187/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.816, Loss:  0.316
Epoch  15 Batch  188/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.820, Loss:  0.337
Epoch  15 Batch  189/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.820, Loss:  0.353
Epoch  15 Batch  190/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.817, Loss:  0.336
Epoch  15 Batch  191/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.818, Loss:  0.293
Epoch  15 Batch  192/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.815, Loss:  0.365
Epoch  15 Batch  193/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.812, Loss:  0.339
Epoch  15 Batch  194/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.815, Loss:  0.318
Epoch  15 Batch  195/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.809, Loss:  0.338
Epoch  15 Batch  196/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.811, Loss:  0.350
Epoch  15 Batch  197/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.814, Loss:  0.340
Epoch  15 Batch  198/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.822, Loss:  0.328
Epoch  15 Batch  199/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.821, Loss:  0.316
Epoch  15 Batch  200/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.338
Epoch  15 Batch  201/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.306
Epoch  15 Batch  202/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.821, Loss:  0.340
Epoch  15 Batch  203/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.817, Loss:  0.341
Epoch  15 Batch  204/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.812, Loss:  0.354
Epoch  15 Batch  205/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.809, Loss:  0.332
Epoch  15 Batch  206/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.811, Loss:  0.330
Epoch  15 Batch  207/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.811, Loss:  0.327
Epoch  15 Batch  208/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.815, Loss:  0.350
Epoch  15 Batch  209/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.822, Loss:  0.296
Epoch  15 Batch  210/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.823, Loss:  0.326
Epoch  15 Batch  211/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.311
Epoch  15 Batch  212/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.825, Loss:  0.309
Epoch  15 Batch  213/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.820, Loss:  0.317
Epoch  15 Batch  214/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.821, Loss:  0.331
Epoch  15 Batch  215/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.828, Loss:  0.362
Epoch  15 Batch  216/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.338
Epoch  15 Batch  217/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.813, Loss:  0.324
Epoch  15 Batch  218/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.814, Loss:  0.399
Epoch  15 Batch  219/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.819, Loss:  0.339
Epoch  15 Batch  220/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.815, Loss:  0.340
Epoch  15 Batch  221/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.819, Loss:  0.337
Epoch  15 Batch  222/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.822, Loss:  0.352
Epoch  15 Batch  223/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.825, Loss:  0.305
Epoch  15 Batch  224/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.349
Epoch  15 Batch  225/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.819, Loss:  0.349
Epoch  15 Batch  226/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.821, Loss:  0.334
Epoch  15 Batch  227/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.817, Loss:  0.362
Epoch  15 Batch  228/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.328
Epoch  15 Batch  229/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.822, Loss:  0.339
Epoch  15 Batch  230/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.306
Epoch  15 Batch  231/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.828, Loss:  0.361
Epoch  15 Batch  232/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.827, Loss:  0.343
Epoch  15 Batch  233/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.824, Loss:  0.355
Epoch  15 Batch  234/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.822, Loss:  0.349
Epoch  15 Batch  235/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.823, Loss:  0.321
Epoch  15 Batch  236/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.817, Loss:  0.352
Epoch  15 Batch  237/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.816, Loss:  0.292
Epoch  15 Batch  238/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.816, Loss:  0.345
Epoch  15 Batch  239/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.816, Loss:  0.314
Epoch  15 Batch  240/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.814, Loss:  0.320
Epoch  15 Batch  241/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.815, Loss:  0.296
Epoch  15 Batch  242/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.820, Loss:  0.321
Epoch  15 Batch  243/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.810, Loss:  0.346
Epoch  15 Batch  244/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.810, Loss:  0.341
Epoch  15 Batch  245/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.805, Loss:  0.295
Epoch  15 Batch  246/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.807, Loss:  0.331
Epoch  15 Batch  247/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.816, Loss:  0.320
Epoch  15 Batch  248/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.816, Loss:  0.335
Epoch  15 Batch  249/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.813, Loss:  0.322
Epoch  15 Batch  250/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.815, Loss:  0.307
Epoch  15 Batch  251/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.813, Loss:  0.328
Epoch  15 Batch  252/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.813, Loss:  0.331
Epoch  15 Batch  253/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.807, Loss:  0.345
Epoch  15 Batch  254/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.806, Loss:  0.342
Epoch  15 Batch  255/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.812, Loss:  0.351
Epoch  15 Batch  256/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.817, Loss:  0.358
Epoch  15 Batch  257/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.325
Epoch  15 Batch  258/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.306
Epoch  15 Batch  259/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.338
Epoch  15 Batch  260/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.312
Epoch  15 Batch  261/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.825, Loss:  0.326
Epoch  15 Batch  262/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.826, Loss:  0.328
Epoch  15 Batch  263/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.828, Loss:  0.320
Epoch  15 Batch  264/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.829, Loss:  0.351
Epoch  15 Batch  265/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.833, Loss:  0.352
Epoch  15 Batch  266/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.835, Loss:  0.343
Epoch  15 Batch  267/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.305
Epoch  15 Batch  268/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.340
Epoch  15 Batch  269/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.816, Loss:  0.357
Epoch  15 Batch  270/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.816, Loss:  0.350
Epoch  15 Batch  271/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.819, Loss:  0.323
Epoch  15 Batch  272/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.825, Loss:  0.396
Epoch  15 Batch  273/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.308
Epoch  15 Batch  274/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.826, Loss:  0.335
Epoch  15 Batch  275/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.832, Loss:  0.332
Epoch  15 Batch  276/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.832, Loss:  0.370
Epoch  15 Batch  277/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.825, Loss:  0.294
Epoch  15 Batch  278/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.825, Loss:  0.371
Epoch  15 Batch  279/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.826, Loss:  0.370
Epoch  15 Batch  280/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.826, Loss:  0.346
Epoch  15 Batch  281/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.826, Loss:  0.353
Epoch  15 Batch  282/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.822, Loss:  0.361
Epoch  15 Batch  283/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.821, Loss:  0.344
Epoch  15 Batch  284/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.821, Loss:  0.356
Epoch  15 Batch  285/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.827, Loss:  0.337
Epoch  15 Batch  286/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.828, Loss:  0.311
Epoch  15 Batch  287/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.337
Epoch  15 Batch  288/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.831, Loss:  0.352
Epoch  15 Batch  289/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.334
Epoch  15 Batch  290/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.826, Loss:  0.375
Epoch  15 Batch  291/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.828, Loss:  0.357
Epoch  15 Batch  292/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.326
Epoch  15 Batch  293/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.835, Loss:  0.369
Epoch  15 Batch  294/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.324
Epoch  15 Batch  295/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.842, Loss:  0.372
Epoch  15 Batch  296/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.331
Epoch  15 Batch  297/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.844, Loss:  0.372
Epoch  15 Batch  298/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.843, Loss:  0.352
Epoch  15 Batch  299/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.314
Epoch  15 Batch  300/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.326
Epoch  15 Batch  301/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.839, Loss:  0.317
Epoch  15 Batch  302/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.844, Loss:  0.317
Epoch  15 Batch  303/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.833, Loss:  0.365
Epoch  15 Batch  304/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.831, Loss:  0.316
Epoch  15 Batch  305/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.332
Epoch  15 Batch  306/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.824, Loss:  0.322
Epoch  15 Batch  307/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.821, Loss:  0.334
Epoch  15 Batch  308/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.365
Epoch  15 Batch  309/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.825, Loss:  0.303
Epoch  15 Batch  310/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.820, Loss:  0.358
Epoch  15 Batch  311/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.818, Loss:  0.307
Epoch  15 Batch  312/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.818, Loss:  0.357
Epoch  15 Batch  313/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.819, Loss:  0.338
Epoch  15 Batch  314/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.817, Loss:  0.314
Epoch  15 Batch  315/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.817, Loss:  0.318
Epoch  15 Batch  316/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.810, Loss:  0.305
Epoch  15 Batch  317/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.806, Loss:  0.377
Epoch  15 Batch  318/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.806, Loss:  0.327
Epoch  15 Batch  319/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.808, Loss:  0.350
Epoch  15 Batch  320/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.816, Loss:  0.351
Epoch  15 Batch  321/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.815, Loss:  0.347
Epoch  15 Batch  322/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.320
Epoch  15 Batch  323/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.819, Loss:  0.327
Epoch  15 Batch  324/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.824, Loss:  0.320
Epoch  15 Batch  325/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.330
Epoch  15 Batch  326/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.830, Loss:  0.326
Epoch  15 Batch  327/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.830, Loss:  0.371
Epoch  15 Batch  328/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.831, Loss:  0.361
Epoch  15 Batch  329/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.826, Loss:  0.351
Epoch  15 Batch  330/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.825, Loss:  0.349
Epoch  15 Batch  331/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.368
Epoch  15 Batch  332/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.824, Loss:  0.283
Epoch  15 Batch  333/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.820, Loss:  0.332
Epoch  15 Batch  334/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.823, Loss:  0.321
Epoch  15 Batch  335/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.313
Epoch  15 Batch  336/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.823, Loss:  0.351
Epoch  15 Batch  337/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.824, Loss:  0.355
Epoch  15 Batch  338/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.822, Loss:  0.358
Epoch  15 Batch  339/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.316
Epoch  15 Batch  340/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.351
Epoch  15 Batch  341/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.822, Loss:  0.383
Epoch  15 Batch  342/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.822, Loss:  0.300
Epoch  15 Batch  343/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.820, Loss:  0.341
Epoch  15 Batch  344/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.820, Loss:  0.315
Epoch  15 Batch  345/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.821, Loss:  0.327
Epoch  15 Batch  346/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.833, Loss:  0.365
Epoch  15 Batch  347/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.310
Epoch  15 Batch  348/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.316
Epoch  15 Batch  349/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.830, Loss:  0.340
Epoch  15 Batch  350/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.341
Epoch  15 Batch  351/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.376
Epoch  15 Batch  352/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.817, Loss:  0.339
Epoch  15 Batch  353/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.817, Loss:  0.375
Epoch  15 Batch  354/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.820, Loss:  0.360
Epoch  15 Batch  355/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.824, Loss:  0.340
Epoch  15 Batch  356/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.321
Epoch  15 Batch  357/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.327
Epoch  15 Batch  358/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.831, Loss:  0.357
Epoch  15 Batch  359/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.831, Loss:  0.337
Epoch  15 Batch  360/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.833, Loss:  0.346
Epoch  15 Batch  361/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.356
Epoch  15 Batch  362/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.340
Epoch  15 Batch  363/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.826, Loss:  0.352
Epoch  15 Batch  364/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.830, Loss:  0.368
Epoch  15 Batch  365/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.828, Loss:  0.313
Epoch  15 Batch  366/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.825, Loss:  0.325
Epoch  15 Batch  367/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.298
Epoch  15 Batch  368/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.346
Epoch  15 Batch  369/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.310
Epoch  15 Batch  370/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.833, Loss:  0.334
Epoch  15 Batch  371/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.330
Epoch  15 Batch  372/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.829, Loss:  0.323
Epoch  15 Batch  373/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.825, Loss:  0.319
Epoch  15 Batch  374/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.823, Loss:  0.370
Epoch  15 Batch  375/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.323
Epoch  15 Batch  376/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.824, Loss:  0.325
Epoch  15 Batch  377/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.347
Epoch  15 Batch  378/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.313
Epoch  15 Batch  379/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.835, Loss:  0.343
Epoch  15 Batch  380/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.330
Epoch  15 Batch  381/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.835, Loss:  0.355
Epoch  15 Batch  382/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.837, Loss:  0.374
Epoch  15 Batch  383/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.836, Loss:  0.316
Epoch  15 Batch  384/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.832, Loss:  0.337
Epoch  15 Batch  385/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.829, Loss:  0.332
Epoch  15 Batch  386/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.830, Loss:  0.315
Epoch  15 Batch  387/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.827, Loss:  0.312
Epoch  15 Batch  388/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.821, Loss:  0.317
Epoch  15 Batch  389/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.821, Loss:  0.340
Epoch  15 Batch  390/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.823, Loss:  0.373
Epoch  15 Batch  391/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.821, Loss:  0.321
Epoch  15 Batch  392/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.821, Loss:  0.326
Epoch  15 Batch  393/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.302
Epoch  15 Batch  394/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.820, Loss:  0.351
Epoch  15 Batch  395/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.820, Loss:  0.297
Epoch  15 Batch  396/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.820, Loss:  0.325
Epoch  15 Batch  397/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.819, Loss:  0.336
Epoch  15 Batch  398/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.359
Epoch  15 Batch  399/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.825, Loss:  0.343
Epoch  15 Batch  400/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.823, Loss:  0.349
Epoch  15 Batch  401/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.829, Loss:  0.331
Epoch  15 Batch  402/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.829, Loss:  0.313
Epoch  15 Batch  403/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.827, Loss:  0.360
Epoch  15 Batch  404/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.825, Loss:  0.315
Epoch  15 Batch  405/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.826, Loss:  0.340
Epoch  15 Batch  406/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.826, Loss:  0.306
Epoch  15 Batch  407/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.834, Loss:  0.362
Epoch  15 Batch  408/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.838, Loss:  0.351
Epoch  15 Batch  409/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.364
Epoch  15 Batch  410/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.357
Epoch  15 Batch  411/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.826, Loss:  0.336
Epoch  15 Batch  412/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.822, Loss:  0.315
Epoch  15 Batch  413/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.823, Loss:  0.329
Epoch  15 Batch  414/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.817, Loss:  0.351
Epoch  15 Batch  415/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.338
Epoch  15 Batch  416/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.812, Loss:  0.343
Epoch  15 Batch  417/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.817, Loss:  0.362
Epoch  15 Batch  418/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.818, Loss:  0.323
Epoch  15 Batch  419/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.816, Loss:  0.323
Epoch  15 Batch  420/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.820, Loss:  0.327
Epoch  15 Batch  421/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.820, Loss:  0.338
Epoch  15 Batch  422/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.331
Epoch  15 Batch  423/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.346
Epoch  15 Batch  424/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.828, Loss:  0.340
Epoch  15 Batch  425/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.304
Epoch  15 Batch  426/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.826, Loss:  0.352
Epoch  15 Batch  427/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.826, Loss:  0.326
Epoch  15 Batch  428/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.826, Loss:  0.317
Epoch  15 Batch  429/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.825, Loss:  0.335
Epoch  15 Batch  430/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.826, Loss:  0.343
Epoch  15 Batch  431/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.819, Loss:  0.312
Epoch  15 Batch  432/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.822, Loss:  0.346
Epoch  15 Batch  433/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.820, Loss:  0.353
Epoch  15 Batch  434/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.338
Epoch  15 Batch  435/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.819, Loss:  0.354
Epoch  15 Batch  436/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.820, Loss:  0.306
Epoch  15 Batch  437/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.824, Loss:  0.336
Epoch  15 Batch  438/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.824, Loss:  0.338
Epoch  15 Batch  439/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.821, Loss:  0.378
Epoch  15 Batch  440/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.358
Epoch  15 Batch  441/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.823, Loss:  0.325
Epoch  15 Batch  442/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.816, Loss:  0.316
Epoch  15 Batch  443/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.816, Loss:  0.331
Epoch  15 Batch  444/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.325
Epoch  15 Batch  445/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.816, Loss:  0.335
Epoch  15 Batch  446/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.819, Loss:  0.290
Epoch  15 Batch  447/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.814, Loss:  0.353
Epoch  15 Batch  448/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.813, Loss:  0.347
Epoch  15 Batch  449/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.812, Loss:  0.356
Epoch  15 Batch  450/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.811, Loss:  0.315
Epoch  15 Batch  451/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.315
Epoch  15 Batch  452/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.811, Loss:  0.343
Epoch  15 Batch  453/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.816, Loss:  0.328
Epoch  15 Batch  454/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.821, Loss:  0.342
Epoch  15 Batch  455/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.825, Loss:  0.327
Epoch  15 Batch  456/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.830, Loss:  0.337
Epoch  15 Batch  457/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.835, Loss:  0.313
Epoch  15 Batch  458/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.831, Loss:  0.321
Epoch  15 Batch  459/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.831, Loss:  0.322
Epoch  15 Batch  460/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.832, Loss:  0.348
Epoch  15 Batch  461/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.835, Loss:  0.330
Epoch  15 Batch  462/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.835, Loss:  0.336
Epoch  15 Batch  463/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.835, Loss:  0.325
Epoch  15 Batch  464/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.836, Loss:  0.329
Epoch  15 Batch  465/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.354
Epoch  15 Batch  466/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.824, Loss:  0.326
Epoch  15 Batch  467/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.823, Loss:  0.315
Epoch  15 Batch  468/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.329
Epoch  15 Batch  469/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.335
Epoch  15 Batch  470/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.816, Loss:  0.333
Epoch  15 Batch  471/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.818, Loss:  0.341
Epoch  15 Batch  472/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.817, Loss:  0.317
Epoch  15 Batch  473/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.817, Loss:  0.354
Epoch  15 Batch  474/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.346
Epoch  15 Batch  475/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.823, Loss:  0.326
Epoch  15 Batch  476/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.820, Loss:  0.326
Epoch  15 Batch  477/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.321
Epoch  15 Batch  478/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.821, Loss:  0.346
Epoch  15 Batch  479/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.826, Loss:  0.340
Epoch  15 Batch  480/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.352
Epoch  15 Batch  481/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.830, Loss:  0.328
Epoch  15 Batch  482/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.821, Loss:  0.351
Epoch  15 Batch  483/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.820, Loss:  0.337
Epoch  15 Batch  484/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.823, Loss:  0.341
Epoch  15 Batch  485/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.331
Epoch  15 Batch  486/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.321
Epoch  15 Batch  487/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.830, Loss:  0.334
Epoch  15 Batch  488/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.832, Loss:  0.328
Epoch  15 Batch  489/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.328
Epoch  15 Batch  490/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.833, Loss:  0.361
Epoch  15 Batch  491/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.827, Loss:  0.351
Epoch  15 Batch  492/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.360
Epoch  15 Batch  493/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.821, Loss:  0.310
Epoch  15 Batch  494/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.822, Loss:  0.335
Epoch  15 Batch  495/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.337
Epoch  15 Batch  496/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.822, Loss:  0.354
Epoch  15 Batch  497/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.820, Loss:  0.368
Epoch  15 Batch  498/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.815, Loss:  0.339
Epoch  15 Batch  499/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.820, Loss:  0.317
Epoch  15 Batch  500/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.833, Loss:  0.325
Epoch  15 Batch  501/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.333
Epoch  15 Batch  502/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.827, Loss:  0.331
Epoch  15 Batch  503/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.823, Loss:  0.329
Epoch  15 Batch  504/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.339
Epoch  15 Batch  505/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.821, Loss:  0.284
Epoch  15 Batch  506/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.828, Loss:  0.341
Epoch  15 Batch  507/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.832, Loss:  0.328
Epoch  15 Batch  508/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.833, Loss:  0.331
Epoch  15 Batch  509/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.834, Loss:  0.345
Epoch  15 Batch  510/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.831, Loss:  0.319
Epoch  15 Batch  511/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.833, Loss:  0.351
Epoch  15 Batch  512/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.328
Epoch  15 Batch  513/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.337
Epoch  15 Batch  514/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.835, Loss:  0.345
Epoch  15 Batch  515/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.333
Epoch  15 Batch  516/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.837, Loss:  0.295
Epoch  15 Batch  517/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.834, Loss:  0.324
Epoch  15 Batch  518/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.836, Loss:  0.311
Epoch  15 Batch  519/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.832, Loss:  0.336
Epoch  15 Batch  520/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.831, Loss:  0.332
Epoch  15 Batch  521/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.833, Loss:  0.335
Epoch  15 Batch  522/1077 - Train Accuracy:  0.788, Validation Accuracy:  0.831, Loss:  0.354
Epoch  15 Batch  523/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.352
Epoch  15 Batch  524/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.340
Epoch  15 Batch  525/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.830, Loss:  0.359
Epoch  15 Batch  526/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.350
Epoch  15 Batch  527/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.829, Loss:  0.333
Epoch  15 Batch  528/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.319
Epoch  15 Batch  529/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.313
Epoch  15 Batch  530/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.828, Loss:  0.339
Epoch  15 Batch  531/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.828, Loss:  0.327
Epoch  15 Batch  532/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.827, Loss:  0.356
Epoch  15 Batch  533/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.362
Epoch  15 Batch  534/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.833, Loss:  0.326
Epoch  15 Batch  535/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.833, Loss:  0.320
Epoch  15 Batch  536/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.829, Loss:  0.323
Epoch  15 Batch  537/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.833, Loss:  0.350
Epoch  15 Batch  538/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.837, Loss:  0.327
Epoch  15 Batch  539/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.829, Loss:  0.362
Epoch  15 Batch  540/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.305
Epoch  15 Batch  541/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.825, Loss:  0.322
Epoch  15 Batch  542/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.826, Loss:  0.338
Epoch  15 Batch  543/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.826, Loss:  0.342
Epoch  15 Batch  544/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.829, Loss:  0.326
Epoch  15 Batch  545/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.828, Loss:  0.355
Epoch  15 Batch  546/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.831, Loss:  0.364
Epoch  15 Batch  547/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.324
Epoch  15 Batch  548/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.349
Epoch  15 Batch  549/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.829, Loss:  0.349
Epoch  15 Batch  550/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.828, Loss:  0.365
Epoch  15 Batch  551/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.355
Epoch  15 Batch  552/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.828, Loss:  0.366
Epoch  15 Batch  553/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.345
Epoch  15 Batch  554/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.827, Loss:  0.327
Epoch  15 Batch  555/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.323
Epoch  15 Batch  556/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.335
Epoch  15 Batch  557/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.828, Loss:  0.336
Epoch  15 Batch  558/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.317
Epoch  15 Batch  559/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.329
Epoch  15 Batch  560/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.830, Loss:  0.328
Epoch  15 Batch  561/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.329
Epoch  15 Batch  562/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.822, Loss:  0.317
Epoch  15 Batch  563/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.364
Epoch  15 Batch  564/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.344
Epoch  15 Batch  565/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.836, Loss:  0.362
Epoch  15 Batch  566/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.834, Loss:  0.375
Epoch  15 Batch  567/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.820, Loss:  0.341
Epoch  15 Batch  568/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.813, Loss:  0.346
Epoch  15 Batch  569/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.359
Epoch  15 Batch  570/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.820, Loss:  0.353
Epoch  15 Batch  571/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.824, Loss:  0.335
Epoch  15 Batch  572/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.308
Epoch  15 Batch  573/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.821, Loss:  0.350
Epoch  15 Batch  574/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.821, Loss:  0.349
Epoch  15 Batch  575/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.812, Loss:  0.328
Epoch  15 Batch  576/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.807, Loss:  0.348
Epoch  15 Batch  577/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.808, Loss:  0.349
Epoch  15 Batch  578/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.808, Loss:  0.365
Epoch  15 Batch  579/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.808, Loss:  0.335
Epoch  15 Batch  580/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.812, Loss:  0.308
Epoch  15 Batch  581/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.818, Loss:  0.318
Epoch  15 Batch  582/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.819, Loss:  0.332
Epoch  15 Batch  583/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.813, Loss:  0.356
Epoch  15 Batch  584/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.812, Loss:  0.333
Epoch  15 Batch  585/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.809, Loss:  0.307
Epoch  15 Batch  586/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.814, Loss:  0.350
Epoch  15 Batch  587/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.820, Loss:  0.335
Epoch  15 Batch  588/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.810, Loss:  0.318
Epoch  15 Batch  589/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.814, Loss:  0.348
Epoch  15 Batch  590/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.818, Loss:  0.361
Epoch  15 Batch  591/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.825, Loss:  0.321
Epoch  15 Batch  592/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.815, Loss:  0.355
Epoch  15 Batch  593/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.812, Loss:  0.310
Epoch  15 Batch  594/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.813, Loss:  0.342
Epoch  15 Batch  595/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.819, Loss:  0.339
Epoch  15 Batch  596/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.349
Epoch  15 Batch  597/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.820, Loss:  0.342
Epoch  15 Batch  598/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.822, Loss:  0.341
Epoch  15 Batch  599/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.815, Loss:  0.383
Epoch  15 Batch  600/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.814, Loss:  0.328
Epoch  15 Batch  601/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.814, Loss:  0.327
Epoch  15 Batch  602/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.350
Epoch  15 Batch  603/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.331
Epoch  15 Batch  604/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.815, Loss:  0.333
Epoch  15 Batch  605/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.371
Epoch  15 Batch  606/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.804, Loss:  0.303
Epoch  15 Batch  607/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.805, Loss:  0.314
Epoch  15 Batch  608/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.800, Loss:  0.346
Epoch  15 Batch  609/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.803, Loss:  0.363
Epoch  15 Batch  610/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.812, Loss:  0.359
Epoch  15 Batch  611/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.810, Loss:  0.347
Epoch  15 Batch  612/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.810, Loss:  0.301
Epoch  15 Batch  613/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.356
Epoch  15 Batch  614/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.323
Epoch  15 Batch  615/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.823, Loss:  0.330
Epoch  15 Batch  616/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.362
Epoch  15 Batch  617/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.819, Loss:  0.312
Epoch  15 Batch  618/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.816, Loss:  0.339
Epoch  15 Batch  619/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.814, Loss:  0.330
Epoch  15 Batch  620/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.813, Loss:  0.313
Epoch  15 Batch  621/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.811, Loss:  0.349
Epoch  15 Batch  622/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.811, Loss:  0.345
Epoch  15 Batch  623/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.812, Loss:  0.356
Epoch  15 Batch  624/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.812, Loss:  0.317
Epoch  15 Batch  625/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.808, Loss:  0.323
Epoch  15 Batch  626/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.814, Loss:  0.298
Epoch  15 Batch  627/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.817, Loss:  0.323
Epoch  15 Batch  628/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.821, Loss:  0.333
Epoch  15 Batch  629/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.355
Epoch  15 Batch  630/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.822, Loss:  0.335
Epoch  15 Batch  631/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.825, Loss:  0.327
Epoch  15 Batch  632/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.825, Loss:  0.339
Epoch  15 Batch  633/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.343
Epoch  15 Batch  634/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.308
Epoch  15 Batch  635/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.823, Loss:  0.375
Epoch  15 Batch  636/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.820, Loss:  0.341
Epoch  15 Batch  637/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.818, Loss:  0.329
Epoch  15 Batch  638/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.812, Loss:  0.330
Epoch  15 Batch  639/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.812, Loss:  0.330
Epoch  15 Batch  640/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.311
Epoch  15 Batch  641/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.816, Loss:  0.342
Epoch  15 Batch  642/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.337
Epoch  15 Batch  643/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.816, Loss:  0.295
Epoch  15 Batch  644/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.825, Loss:  0.329
Epoch  15 Batch  645/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.327
Epoch  15 Batch  646/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.331
Epoch  15 Batch  647/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.339
Epoch  15 Batch  648/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.326
Epoch  15 Batch  649/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.831, Loss:  0.354
Epoch  15 Batch  650/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.838, Loss:  0.345
Epoch  15 Batch  651/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.837, Loss:  0.337
Epoch  15 Batch  652/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.833, Loss:  0.377
Epoch  15 Batch  653/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.365
Epoch  15 Batch  654/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.318
Epoch  15 Batch  655/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.837, Loss:  0.342
Epoch  15 Batch  656/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.833, Loss:  0.340
Epoch  15 Batch  657/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.353
Epoch  15 Batch  658/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.313
Epoch  15 Batch  659/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.312
Epoch  15 Batch  660/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.346
Epoch  15 Batch  661/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.831, Loss:  0.296
Epoch  15 Batch  662/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.822, Loss:  0.307
Epoch  15 Batch  663/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.821, Loss:  0.305
Epoch  15 Batch  664/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.824, Loss:  0.331
Epoch  15 Batch  665/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.822, Loss:  0.333
Epoch  15 Batch  666/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.819, Loss:  0.345
Epoch  15 Batch  667/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.822, Loss:  0.369
Epoch  15 Batch  668/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.827, Loss:  0.310
Epoch  15 Batch  669/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.334
Epoch  15 Batch  670/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.824, Loss:  0.311
Epoch  15 Batch  671/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.364
Epoch  15 Batch  672/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.821, Loss:  0.338
Epoch  15 Batch  673/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.306
Epoch  15 Batch  674/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.830, Loss:  0.326
Epoch  15 Batch  675/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.831, Loss:  0.348
Epoch  15 Batch  676/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.833, Loss:  0.338
Epoch  15 Batch  677/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.829, Loss:  0.355
Epoch  15 Batch  678/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.301
Epoch  15 Batch  679/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.334
Epoch  15 Batch  680/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.818, Loss:  0.320
Epoch  15 Batch  681/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.815, Loss:  0.358
Epoch  15 Batch  682/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.316
Epoch  15 Batch  683/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.824, Loss:  0.318
Epoch  15 Batch  684/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.324
Epoch  15 Batch  685/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.348
Epoch  15 Batch  686/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.821, Loss:  0.315
Epoch  15 Batch  687/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.372
Epoch  15 Batch  688/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.302
Epoch  15 Batch  689/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.831, Loss:  0.313
Epoch  15 Batch  690/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.322
Epoch  15 Batch  691/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.835, Loss:  0.350
Epoch  15 Batch  692/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.837, Loss:  0.306
Epoch  15 Batch  693/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.839, Loss:  0.376
Epoch  15 Batch  694/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.329
Epoch  15 Batch  695/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.307
Epoch  15 Batch  696/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.838, Loss:  0.353
Epoch  15 Batch  697/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.326
Epoch  15 Batch  698/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.837, Loss:  0.298
Epoch  15 Batch  699/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.327
Epoch  15 Batch  700/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.831, Loss:  0.308
Epoch  15 Batch  701/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.334
Epoch  15 Batch  702/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.823, Loss:  0.348
Epoch  15 Batch  703/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.351
Epoch  15 Batch  704/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.841, Loss:  0.352
Epoch  15 Batch  705/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.840, Loss:  0.364
Epoch  15 Batch  706/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.842, Loss:  0.364
Epoch  15 Batch  707/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.329
Epoch  15 Batch  708/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.841, Loss:  0.344
Epoch  15 Batch  709/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.838, Loss:  0.346
Epoch  15 Batch  710/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.833, Loss:  0.311
Epoch  15 Batch  711/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.837, Loss:  0.369
Epoch  15 Batch  712/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.836, Loss:  0.320
Epoch  15 Batch  713/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.834, Loss:  0.308
Epoch  15 Batch  714/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.825, Loss:  0.314
Epoch  15 Batch  715/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.830, Loss:  0.360
Epoch  15 Batch  716/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.835, Loss:  0.300
Epoch  15 Batch  717/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.833, Loss:  0.339
Epoch  15 Batch  718/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.832, Loss:  0.349
Epoch  15 Batch  719/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.299
Epoch  15 Batch  720/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.828, Loss:  0.351
Epoch  15 Batch  721/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.345
Epoch  15 Batch  722/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.823, Loss:  0.317
Epoch  15 Batch  723/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.818, Loss:  0.337
Epoch  15 Batch  724/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.370
Epoch  15 Batch  725/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.821, Loss:  0.295
Epoch  15 Batch  726/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.313
Epoch  15 Batch  727/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.828, Loss:  0.302
Epoch  15 Batch  728/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.827, Loss:  0.328
Epoch  15 Batch  729/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.825, Loss:  0.337
Epoch  15 Batch  730/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.820, Loss:  0.331
Epoch  15 Batch  731/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.830, Loss:  0.350
Epoch  15 Batch  732/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.828, Loss:  0.361
Epoch  15 Batch  733/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.824, Loss:  0.361
Epoch  15 Batch  734/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.824, Loss:  0.356
Epoch  15 Batch  735/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.323
Epoch  15 Batch  736/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.316
Epoch  15 Batch  737/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.367
Epoch  15 Batch  738/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.825, Loss:  0.282
Epoch  15 Batch  739/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.827, Loss:  0.324
Epoch  15 Batch  740/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.318
Epoch  15 Batch  741/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.331
Epoch  15 Batch  742/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.822, Loss:  0.343
Epoch  15 Batch  743/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.824, Loss:  0.337
Epoch  15 Batch  744/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.825, Loss:  0.318
Epoch  15 Batch  745/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.825, Loss:  0.349
Epoch  15 Batch  746/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.825, Loss:  0.341
Epoch  15 Batch  747/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.821, Loss:  0.304
Epoch  15 Batch  748/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.823, Loss:  0.327
Epoch  15 Batch  749/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.822, Loss:  0.353
Epoch  15 Batch  750/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.331
Epoch  15 Batch  751/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.824, Loss:  0.344
Epoch  15 Batch  752/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.318
Epoch  15 Batch  753/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.324
Epoch  15 Batch  754/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.816, Loss:  0.356
Epoch  15 Batch  755/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.820, Loss:  0.323
Epoch  15 Batch  756/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.820, Loss:  0.336
Epoch  15 Batch  757/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.814, Loss:  0.379
Epoch  15 Batch  758/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.817, Loss:  0.306
Epoch  15 Batch  759/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.814, Loss:  0.306
Epoch  15 Batch  760/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.822, Loss:  0.355
Epoch  15 Batch  761/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.357
Epoch  15 Batch  762/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.817, Loss:  0.313
Epoch  15 Batch  763/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.816, Loss:  0.304
Epoch  15 Batch  764/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.816, Loss:  0.337
Epoch  15 Batch  765/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.821, Loss:  0.319
Epoch  15 Batch  766/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.823, Loss:  0.345
Epoch  15 Batch  767/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.819, Loss:  0.321
Epoch  15 Batch  768/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.829, Loss:  0.344
Epoch  15 Batch  769/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.337
Epoch  15 Batch  770/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.833, Loss:  0.313
Epoch  15 Batch  771/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.833, Loss:  0.353
Epoch  15 Batch  772/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.833, Loss:  0.320
Epoch  15 Batch  773/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.834, Loss:  0.323
Epoch  15 Batch  774/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.835, Loss:  0.333
Epoch  15 Batch  775/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.336
Epoch  15 Batch  776/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.834, Loss:  0.320
Epoch  15 Batch  777/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.323
Epoch  15 Batch  778/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.320
Epoch  15 Batch  779/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.833, Loss:  0.332
Epoch  15 Batch  780/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.825, Loss:  0.379
Epoch  15 Batch  781/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.824, Loss:  0.322
Epoch  15 Batch  782/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.329
Epoch  15 Batch  783/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.822, Loss:  0.326
Epoch  15 Batch  784/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.318
Epoch  15 Batch  785/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.822, Loss:  0.315
Epoch  15 Batch  786/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.335
Epoch  15 Batch  787/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.823, Loss:  0.315
Epoch  15 Batch  788/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.812, Loss:  0.310
Epoch  15 Batch  789/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.336
Epoch  15 Batch  790/1077 - Train Accuracy:  0.770, Validation Accuracy:  0.809, Loss:  0.369
Epoch  15 Batch  791/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.333
Epoch  15 Batch  792/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.820, Loss:  0.342
Epoch  15 Batch  793/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.338
Epoch  15 Batch  794/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.830, Loss:  0.323
Epoch  15 Batch  795/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.837, Loss:  0.367
Epoch  15 Batch  796/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.842, Loss:  0.346
Epoch  15 Batch  797/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.844, Loss:  0.352
Epoch  15 Batch  798/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.846, Loss:  0.327
Epoch  15 Batch  799/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.845, Loss:  0.377
Epoch  15 Batch  800/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.844, Loss:  0.333
Epoch  15 Batch  801/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.348
Epoch  15 Batch  802/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.349
Epoch  15 Batch  803/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.824, Loss:  0.355
Epoch  15 Batch  804/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.336
Epoch  15 Batch  805/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.825, Loss:  0.358
Epoch  15 Batch  806/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.825, Loss:  0.345
Epoch  15 Batch  807/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.827, Loss:  0.309
Epoch  15 Batch  808/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.826, Loss:  0.361
Epoch  15 Batch  809/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.355
Epoch  15 Batch  810/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.824, Loss:  0.289
Epoch  15 Batch  811/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.317
Epoch  15 Batch  812/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.827, Loss:  0.383
Epoch  15 Batch  813/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.825, Loss:  0.336
Epoch  15 Batch  814/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.336
Epoch  15 Batch  815/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.825, Loss:  0.329
Epoch  15 Batch  816/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.826, Loss:  0.344
Epoch  15 Batch  817/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.352
Epoch  15 Batch  818/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.822, Loss:  0.327
Epoch  15 Batch  819/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.822, Loss:  0.334
Epoch  15 Batch  820/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.823, Loss:  0.357
Epoch  15 Batch  821/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.824, Loss:  0.324
Epoch  15 Batch  822/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.823, Loss:  0.331
Epoch  15 Batch  823/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.337
Epoch  15 Batch  824/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.822, Loss:  0.302
Epoch  15 Batch  825/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.822, Loss:  0.326
Epoch  15 Batch  826/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.312
Epoch  15 Batch  827/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.820, Loss:  0.342
Epoch  15 Batch  828/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.821, Loss:  0.336
Epoch  15 Batch  829/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.824, Loss:  0.364
Epoch  15 Batch  830/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.820, Loss:  0.326
Epoch  15 Batch  831/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.828, Loss:  0.343
Epoch  15 Batch  832/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.830, Loss:  0.324
Epoch  15 Batch  833/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.833, Loss:  0.339
Epoch  15 Batch  834/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.829, Loss:  0.327
Epoch  15 Batch  835/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.829, Loss:  0.337
Epoch  15 Batch  836/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.348
Epoch  15 Batch  837/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.362
Epoch  15 Batch  838/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.826, Loss:  0.316
Epoch  15 Batch  839/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.820, Loss:  0.319
Epoch  15 Batch  840/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.825, Loss:  0.317
Epoch  15 Batch  841/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.824, Loss:  0.324
Epoch  15 Batch  842/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.825, Loss:  0.325
Epoch  15 Batch  843/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.828, Loss:  0.326
Epoch  15 Batch  844/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.824, Loss:  0.313
Epoch  15 Batch  845/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.319
Epoch  15 Batch  846/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.821, Loss:  0.349
Epoch  15 Batch  847/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.817, Loss:  0.331
Epoch  15 Batch  848/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.317
Epoch  15 Batch  849/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.819, Loss:  0.321
Epoch  15 Batch  850/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.819, Loss:  0.346
Epoch  15 Batch  851/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.814, Loss:  0.324
Epoch  15 Batch  852/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.362
Epoch  15 Batch  853/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.811, Loss:  0.313
Epoch  15 Batch  854/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.816, Loss:  0.328
Epoch  15 Batch  855/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.328
Epoch  15 Batch  856/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.831, Loss:  0.345
Epoch  15 Batch  857/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.305
Epoch  15 Batch  858/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.312
Epoch  15 Batch  859/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.822, Loss:  0.362
Epoch  15 Batch  860/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.318
Epoch  15 Batch  861/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.821, Loss:  0.337
Epoch  15 Batch  862/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.333
Epoch  15 Batch  863/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.818, Loss:  0.306
Epoch  15 Batch  864/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.808, Loss:  0.336
Epoch  15 Batch  865/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.809, Loss:  0.305
Epoch  15 Batch  866/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.806, Loss:  0.328
Epoch  15 Batch  867/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.810, Loss:  0.394
Epoch  15 Batch  868/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.813, Loss:  0.332
Epoch  15 Batch  869/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.805, Loss:  0.349
Epoch  15 Batch  870/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.804, Loss:  0.357
Epoch  15 Batch  871/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.809, Loss:  0.321
Epoch  15 Batch  872/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.810, Loss:  0.324
Epoch  15 Batch  873/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.814, Loss:  0.329
Epoch  15 Batch  874/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.814, Loss:  0.339
Epoch  15 Batch  875/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.817, Loss:  0.324
Epoch  15 Batch  876/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.822, Loss:  0.329
Epoch  15 Batch  877/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.321
Epoch  15 Batch  878/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.830, Loss:  0.325
Epoch  15 Batch  879/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.830, Loss:  0.298
Epoch  15 Batch  880/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.830, Loss:  0.314
Epoch  15 Batch  881/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.830, Loss:  0.342
Epoch  15 Batch  882/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.359
Epoch  15 Batch  883/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.820, Loss:  0.401
Epoch  15 Batch  884/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.821, Loss:  0.310
Epoch  15 Batch  885/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.287
Epoch  15 Batch  886/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.826, Loss:  0.341
Epoch  15 Batch  887/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.350
Epoch  15 Batch  888/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.826, Loss:  0.313
Epoch  15 Batch  889/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.339
Epoch  15 Batch  890/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.309
Epoch  15 Batch  891/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.824, Loss:  0.335
Epoch  15 Batch  892/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.822, Loss:  0.316
Epoch  15 Batch  893/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.338
Epoch  15 Batch  894/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.820, Loss:  0.307
Epoch  15 Batch  895/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.813, Loss:  0.320
Epoch  15 Batch  896/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.804, Loss:  0.349
Epoch  15 Batch  897/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.803, Loss:  0.310
Epoch  15 Batch  898/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.815, Loss:  0.316
Epoch  15 Batch  899/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.819, Loss:  0.345
Epoch  15 Batch  900/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.354
Epoch  15 Batch  901/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.811, Loss:  0.341
Epoch  15 Batch  902/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.821, Loss:  0.367
Epoch  15 Batch  903/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.322
Epoch  15 Batch  904/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.824, Loss:  0.326
Epoch  15 Batch  905/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.823, Loss:  0.323
Epoch  15 Batch  906/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.820, Loss:  0.311
Epoch  15 Batch  907/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.825, Loss:  0.334
Epoch  15 Batch  908/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.824, Loss:  0.351
Epoch  15 Batch  909/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.822, Loss:  0.339
Epoch  15 Batch  910/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.315
Epoch  15 Batch  911/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.808, Loss:  0.292
Epoch  15 Batch  912/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.808, Loss:  0.330
Epoch  15 Batch  913/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.814, Loss:  0.358
Epoch  15 Batch  914/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.817, Loss:  0.331
Epoch  15 Batch  915/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.825, Loss:  0.362
Epoch  15 Batch  916/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.355
Epoch  15 Batch  917/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.331
Epoch  15 Batch  918/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.829, Loss:  0.309
Epoch  15 Batch  919/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.838, Loss:  0.313
Epoch  15 Batch  920/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.838, Loss:  0.349
Epoch  15 Batch  921/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.839, Loss:  0.343
Epoch  15 Batch  922/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.834, Loss:  0.313
Epoch  15 Batch  923/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.836, Loss:  0.321
Epoch  15 Batch  924/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.362
Epoch  15 Batch  925/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.837, Loss:  0.318
Epoch  15 Batch  926/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.829, Loss:  0.346
Epoch  15 Batch  927/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.824, Loss:  0.356
Epoch  15 Batch  928/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.345
Epoch  15 Batch  929/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.356
Epoch  15 Batch  930/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.822, Loss:  0.325
Epoch  15 Batch  931/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.830, Loss:  0.333
Epoch  15 Batch  932/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.317
Epoch  15 Batch  933/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.830, Loss:  0.345
Epoch  15 Batch  934/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.832, Loss:  0.340
Epoch  15 Batch  935/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.340
Epoch  15 Batch  936/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.834, Loss:  0.335
Epoch  15 Batch  937/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.831, Loss:  0.343
Epoch  15 Batch  938/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.830, Loss:  0.340
Epoch  15 Batch  939/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.347
Epoch  15 Batch  940/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.316
Epoch  15 Batch  941/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.838, Loss:  0.322
Epoch  15 Batch  942/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.340
Epoch  15 Batch  943/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.835, Loss:  0.352
Epoch  15 Batch  944/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.837, Loss:  0.313
Epoch  15 Batch  945/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.837, Loss:  0.331
Epoch  15 Batch  946/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.328
Epoch  15 Batch  947/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.838, Loss:  0.374
Epoch  15 Batch  948/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.345
Epoch  15 Batch  949/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.836, Loss:  0.298
Epoch  15 Batch  950/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.832, Loss:  0.312
Epoch  15 Batch  951/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.832, Loss:  0.327
Epoch  15 Batch  952/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.825, Loss:  0.309
Epoch  15 Batch  953/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.827, Loss:  0.325
Epoch  15 Batch  954/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.821, Loss:  0.355
Epoch  15 Batch  955/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.339
Epoch  15 Batch  956/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.335
Epoch  15 Batch  957/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.822, Loss:  0.326
Epoch  15 Batch  958/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.350
Epoch  15 Batch  959/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.322
Epoch  15 Batch  960/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.821, Loss:  0.315
Epoch  15 Batch  961/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.821, Loss:  0.346
Epoch  15 Batch  962/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.341
Epoch  15 Batch  963/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.832, Loss:  0.386
Epoch  15 Batch  964/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.328
Epoch  15 Batch  965/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.832, Loss:  0.343
Epoch  15 Batch  966/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.830, Loss:  0.298
Epoch  15 Batch  967/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.827, Loss:  0.306
Epoch  15 Batch  968/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.827, Loss:  0.350
Epoch  15 Batch  969/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.826, Loss:  0.348
Epoch  15 Batch  970/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.379
Epoch  15 Batch  971/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.831, Loss:  0.308
Epoch  15 Batch  972/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.317
Epoch  15 Batch  973/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.832, Loss:  0.300
Epoch  15 Batch  974/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.825, Loss:  0.314
Epoch  15 Batch  975/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.821, Loss:  0.304
Epoch  15 Batch  976/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.815, Loss:  0.302
Epoch  15 Batch  977/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.820, Loss:  0.312
Epoch  15 Batch  978/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.317
Epoch  15 Batch  979/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.827, Loss:  0.364
Epoch  15 Batch  980/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.826, Loss:  0.335
Epoch  15 Batch  981/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.830, Loss:  0.351
Epoch  15 Batch  982/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.839, Loss:  0.305
Epoch  15 Batch  983/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.839, Loss:  0.339
Epoch  15 Batch  984/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.843, Loss:  0.349
Epoch  15 Batch  985/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.839, Loss:  0.327
Epoch  15 Batch  986/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.840, Loss:  0.338
Epoch  15 Batch  987/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.839, Loss:  0.316
Epoch  15 Batch  988/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.839, Loss:  0.345
Epoch  15 Batch  989/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.839, Loss:  0.346
Epoch  15 Batch  990/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.840, Loss:  0.358
Epoch  15 Batch  991/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.836, Loss:  0.339
Epoch  15 Batch  992/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.835, Loss:  0.324
Epoch  15 Batch  993/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.831, Loss:  0.294
Epoch  15 Batch  994/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.829, Loss:  0.332
Epoch  15 Batch  995/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.307
Epoch  15 Batch  996/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.338
Epoch  15 Batch  997/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.826, Loss:  0.345
Epoch  15 Batch  998/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.320
Epoch  15 Batch  999/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.829, Loss:  0.337
Epoch  15 Batch 1000/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.831, Loss:  0.317
Epoch  15 Batch 1001/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.305
Epoch  15 Batch 1002/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.336
Epoch  15 Batch 1003/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.333
Epoch  15 Batch 1004/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.844, Loss:  0.351
Epoch  15 Batch 1005/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.846, Loss:  0.347
Epoch  15 Batch 1006/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.844, Loss:  0.299
Epoch  15 Batch 1007/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.842, Loss:  0.302
Epoch  15 Batch 1008/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.347
Epoch  15 Batch 1009/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.308
Epoch  15 Batch 1010/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.840, Loss:  0.348
Epoch  15 Batch 1011/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.826, Loss:  0.326
Epoch  15 Batch 1012/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.823, Loss:  0.293
Epoch  15 Batch 1013/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.835, Loss:  0.295
Epoch  15 Batch 1014/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.837, Loss:  0.342
Epoch  15 Batch 1015/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.828, Loss:  0.355
Epoch  15 Batch 1016/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.336
Epoch  15 Batch 1017/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.827, Loss:  0.347
Epoch  15 Batch 1018/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.825, Loss:  0.310
Epoch  15 Batch 1019/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.825, Loss:  0.365
Epoch  15 Batch 1020/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.829, Loss:  0.314
Epoch  15 Batch 1021/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.832, Loss:  0.337
Epoch  15 Batch 1022/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.305
Epoch  15 Batch 1023/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.309
Epoch  15 Batch 1024/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.833, Loss:  0.365
Epoch  15 Batch 1025/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.831, Loss:  0.338
Epoch  15 Batch 1026/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.835, Loss:  0.317
Epoch  15 Batch 1027/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.837, Loss:  0.341
Epoch  15 Batch 1028/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.323
Epoch  15 Batch 1029/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.836, Loss:  0.326
Epoch  15 Batch 1030/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.319
Epoch  15 Batch 1031/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.835, Loss:  0.340
Epoch  15 Batch 1032/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.835, Loss:  0.348
Epoch  15 Batch 1033/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.314
Epoch  15 Batch 1034/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.836, Loss:  0.343
Epoch  15 Batch 1035/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.833, Loss:  0.306
Epoch  15 Batch 1036/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.837, Loss:  0.338
Epoch  15 Batch 1037/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.836, Loss:  0.349
Epoch  15 Batch 1038/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.838, Loss:  0.328
Epoch  15 Batch 1039/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.328
Epoch  15 Batch 1040/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.829, Loss:  0.351
Epoch  15 Batch 1041/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.829, Loss:  0.346
Epoch  15 Batch 1042/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.819, Loss:  0.322
Epoch  15 Batch 1043/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.351
Epoch  15 Batch 1044/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.825, Loss:  0.339
Epoch  15 Batch 1045/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.828, Loss:  0.331
Epoch  15 Batch 1046/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.829, Loss:  0.290
Epoch  15 Batch 1047/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.832, Loss:  0.311
Epoch  15 Batch 1048/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.327
Epoch  15 Batch 1049/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.831, Loss:  0.338
Epoch  15 Batch 1050/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.834, Loss:  0.314
Epoch  15 Batch 1051/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.316
Epoch  15 Batch 1052/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.831, Loss:  0.303
Epoch  15 Batch 1053/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.830, Loss:  0.319
Epoch  15 Batch 1054/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.830, Loss:  0.336
Epoch  15 Batch 1055/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.830, Loss:  0.323
Epoch  15 Batch 1056/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.325
Epoch  15 Batch 1057/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.831, Loss:  0.328
Epoch  15 Batch 1058/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.349
Epoch  15 Batch 1059/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.832, Loss:  0.377
Epoch  15 Batch 1060/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.830, Loss:  0.319
Epoch  15 Batch 1061/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.832, Loss:  0.361
Epoch  15 Batch 1062/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.833, Loss:  0.318
Epoch  15 Batch 1063/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.833, Loss:  0.321
Epoch  15 Batch 1064/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.837, Loss:  0.326
Epoch  15 Batch 1065/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.332
Epoch  15 Batch 1066/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.836, Loss:  0.304
Epoch  15 Batch 1067/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.357
Epoch  15 Batch 1068/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.836, Loss:  0.321
Epoch  15 Batch 1069/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.835, Loss:  0.290
Epoch  15 Batch 1070/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.329
Epoch  15 Batch 1071/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.822, Loss:  0.313
Epoch  15 Batch 1072/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.822, Loss:  0.330
Epoch  15 Batch 1073/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.822, Loss:  0.331
Epoch  15 Batch 1074/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.823, Loss:  0.365
Epoch  15 Batch 1075/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.823, Loss:  0.355
Epoch  16 Batch    0/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.829, Loss:  0.300
Epoch  16 Batch    1/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.830, Loss:  0.322
Epoch  16 Batch    2/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.830, Loss:  0.354
Epoch  16 Batch    3/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.830, Loss:  0.323
Epoch  16 Batch    4/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.330
Epoch  16 Batch    5/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.820, Loss:  0.358
Epoch  16 Batch    6/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.343
Epoch  16 Batch    7/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.827, Loss:  0.300
Epoch  16 Batch    8/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.824, Loss:  0.307
Epoch  16 Batch    9/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.345
Epoch  16 Batch   10/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.825, Loss:  0.342
Epoch  16 Batch   11/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.825, Loss:  0.329
Epoch  16 Batch   12/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.824, Loss:  0.340
Epoch  16 Batch   13/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.824, Loss:  0.353
Epoch  16 Batch   14/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.304
Epoch  16 Batch   15/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.826, Loss:  0.318
Epoch  16 Batch   16/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.336
Epoch  16 Batch   17/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.827, Loss:  0.330
Epoch  16 Batch   18/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.827, Loss:  0.334
Epoch  16 Batch   19/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.826, Loss:  0.335
Epoch  16 Batch   20/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.827, Loss:  0.312
Epoch  16 Batch   21/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.829, Loss:  0.362
Epoch  16 Batch   22/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.327
Epoch  16 Batch   23/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.833, Loss:  0.326
Epoch  16 Batch   24/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.320
Epoch  16 Batch   25/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.826, Loss:  0.324
Epoch  16 Batch   26/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.828, Loss:  0.369
Epoch  16 Batch   27/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.299
Epoch  16 Batch   28/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.832, Loss:  0.333
Epoch  16 Batch   29/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.832, Loss:  0.323
Epoch  16 Batch   30/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.827, Loss:  0.306
Epoch  16 Batch   31/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.334
Epoch  16 Batch   32/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.316
Epoch  16 Batch   33/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.827, Loss:  0.284
Epoch  16 Batch   34/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.831, Loss:  0.337
Epoch  16 Batch   35/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.319
Epoch  16 Batch   36/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.827, Loss:  0.321
Epoch  16 Batch   37/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.823, Loss:  0.343
Epoch  16 Batch   38/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.823, Loss:  0.364
Epoch  16 Batch   39/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.373
Epoch  16 Batch   40/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.835, Loss:  0.328
Epoch  16 Batch   41/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.322
Epoch  16 Batch   42/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.335
Epoch  16 Batch   43/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.820, Loss:  0.320
Epoch  16 Batch   44/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.815, Loss:  0.326
Epoch  16 Batch   45/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.827, Loss:  0.326
Epoch  16 Batch   46/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.818, Loss:  0.355
Epoch  16 Batch   47/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.326
Epoch  16 Batch   48/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.818, Loss:  0.367
Epoch  16 Batch   49/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.821, Loss:  0.337
Epoch  16 Batch   50/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.824, Loss:  0.317
Epoch  16 Batch   51/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.823, Loss:  0.317
Epoch  16 Batch   52/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.822, Loss:  0.316
Epoch  16 Batch   53/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.819, Loss:  0.342
Epoch  16 Batch   54/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.817, Loss:  0.373
Epoch  16 Batch   55/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.825, Loss:  0.310
Epoch  16 Batch   56/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.817, Loss:  0.309
Epoch  16 Batch   57/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.815, Loss:  0.306
Epoch  16 Batch   58/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.820, Loss:  0.306
Epoch  16 Batch   59/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.324
Epoch  16 Batch   60/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.814, Loss:  0.328
Epoch  16 Batch   61/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.817, Loss:  0.352
Epoch  16 Batch   62/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.817, Loss:  0.339
Epoch  16 Batch   63/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.821, Loss:  0.306
Epoch  16 Batch   64/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.823, Loss:  0.312
Epoch  16 Batch   65/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.820, Loss:  0.318
Epoch  16 Batch   66/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.821, Loss:  0.303
Epoch  16 Batch   67/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.824, Loss:  0.308
Epoch  16 Batch   68/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.822, Loss:  0.334
Epoch  16 Batch   69/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.816, Loss:  0.358
Epoch  16 Batch   70/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.818, Loss:  0.336
Epoch  16 Batch   71/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.318
Epoch  16 Batch   72/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.331
Epoch  16 Batch   73/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.832, Loss:  0.354
Epoch  16 Batch   74/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.289
Epoch  16 Batch   75/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.346
Epoch  16 Batch   76/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.826, Loss:  0.278
Epoch  16 Batch   77/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.826, Loss:  0.329
Epoch  16 Batch   78/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.831, Loss:  0.346
Epoch  16 Batch   79/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.337
Epoch  16 Batch   80/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.830, Loss:  0.323
Epoch  16 Batch   81/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.831, Loss:  0.326
Epoch  16 Batch   82/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.291
Epoch  16 Batch   83/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.839, Loss:  0.354
Epoch  16 Batch   84/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.838, Loss:  0.337
Epoch  16 Batch   85/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.834, Loss:  0.303
Epoch  16 Batch   86/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.835, Loss:  0.319
Epoch  16 Batch   87/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.832, Loss:  0.359
Epoch  16 Batch   88/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.827, Loss:  0.338
Epoch  16 Batch   89/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.832, Loss:  0.324
Epoch  16 Batch   90/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.826, Loss:  0.347
Epoch  16 Batch   91/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.822, Loss:  0.283
Epoch  16 Batch   92/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.332
Epoch  16 Batch   93/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.832, Loss:  0.339
Epoch  16 Batch   94/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.832, Loss:  0.304
Epoch  16 Batch   95/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.342
Epoch  16 Batch   96/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.311
Epoch  16 Batch   97/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.833, Loss:  0.324
Epoch  16 Batch   98/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.841, Loss:  0.329
Epoch  16 Batch   99/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.844, Loss:  0.335
Epoch  16 Batch  100/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.839, Loss:  0.336
Epoch  16 Batch  101/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.841, Loss:  0.324
Epoch  16 Batch  102/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.837, Loss:  0.300
Epoch  16 Batch  103/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.828, Loss:  0.376
Epoch  16 Batch  104/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.826, Loss:  0.341
Epoch  16 Batch  105/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.333
Epoch  16 Batch  106/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.829, Loss:  0.368
Epoch  16 Batch  107/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.824, Loss:  0.344
Epoch  16 Batch  108/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.824, Loss:  0.308
Epoch  16 Batch  109/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.313
Epoch  16 Batch  110/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.819, Loss:  0.297
Epoch  16 Batch  111/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.812, Loss:  0.305
Epoch  16 Batch  112/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.815, Loss:  0.326
Epoch  16 Batch  113/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.814, Loss:  0.352
Epoch  16 Batch  114/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.815, Loss:  0.307
Epoch  16 Batch  115/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.820, Loss:  0.340
Epoch  16 Batch  116/1077 - Train Accuracy:  0.791, Validation Accuracy:  0.819, Loss:  0.332
Epoch  16 Batch  117/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.820, Loss:  0.343
Epoch  16 Batch  118/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.822, Loss:  0.362
Epoch  16 Batch  119/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.820, Loss:  0.342
Epoch  16 Batch  120/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.354
Epoch  16 Batch  121/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.333
Epoch  16 Batch  122/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.826, Loss:  0.308
Epoch  16 Batch  123/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.822, Loss:  0.282
Epoch  16 Batch  124/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.821, Loss:  0.340
Epoch  16 Batch  125/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.821, Loss:  0.332
Epoch  16 Batch  126/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.814, Loss:  0.295
Epoch  16 Batch  127/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.814, Loss:  0.318
Epoch  16 Batch  128/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.817, Loss:  0.298
Epoch  16 Batch  129/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.816, Loss:  0.327
Epoch  16 Batch  130/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.814, Loss:  0.278
Epoch  16 Batch  131/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.818, Loss:  0.324
Epoch  16 Batch  132/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.337
Epoch  16 Batch  133/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.823, Loss:  0.335
Epoch  16 Batch  134/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.826, Loss:  0.306
Epoch  16 Batch  135/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.824, Loss:  0.318
Epoch  16 Batch  136/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.820, Loss:  0.329
Epoch  16 Batch  137/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.821, Loss:  0.304
Epoch  16 Batch  138/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.833, Loss:  0.300
Epoch  16 Batch  139/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.832, Loss:  0.337
Epoch  16 Batch  140/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.325
Epoch  16 Batch  141/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.835, Loss:  0.318
Epoch  16 Batch  142/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.289
Epoch  16 Batch  143/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.836, Loss:  0.317
Epoch  16 Batch  144/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.832, Loss:  0.362
Epoch  16 Batch  145/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.835, Loss:  0.338
Epoch  16 Batch  146/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.839, Loss:  0.354
Epoch  16 Batch  147/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.838, Loss:  0.334
Epoch  16 Batch  148/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.335
Epoch  16 Batch  149/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.326
Epoch  16 Batch  150/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.838, Loss:  0.311
Epoch  16 Batch  151/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.306
Epoch  16 Batch  152/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.834, Loss:  0.352
Epoch  16 Batch  153/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.838, Loss:  0.363
Epoch  16 Batch  154/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.315
Epoch  16 Batch  155/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.839, Loss:  0.321
Epoch  16 Batch  156/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.832, Loss:  0.334
Epoch  16 Batch  157/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.821, Loss:  0.328
Epoch  16 Batch  158/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.343
Epoch  16 Batch  159/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.285
Epoch  16 Batch  160/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.826, Loss:  0.309
Epoch  16 Batch  161/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.816, Loss:  0.327
Epoch  16 Batch  162/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.813, Loss:  0.371
Epoch  16 Batch  163/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.813, Loss:  0.370
Epoch  16 Batch  164/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.817, Loss:  0.320
Epoch  16 Batch  165/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.820, Loss:  0.318
Epoch  16 Batch  166/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.815, Loss:  0.326
Epoch  16 Batch  167/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.811, Loss:  0.318
Epoch  16 Batch  168/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.812, Loss:  0.378
Epoch  16 Batch  169/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.325
Epoch  16 Batch  170/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.825, Loss:  0.367
Epoch  16 Batch  171/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.308
Epoch  16 Batch  172/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.831, Loss:  0.298
Epoch  16 Batch  173/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.832, Loss:  0.349
Epoch  16 Batch  174/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.828, Loss:  0.309
Epoch  16 Batch  175/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.308
Epoch  16 Batch  176/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.818, Loss:  0.324
Epoch  16 Batch  177/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.818, Loss:  0.348
Epoch  16 Batch  178/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.818, Loss:  0.322
Epoch  16 Batch  179/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.821, Loss:  0.326
Epoch  16 Batch  180/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.821, Loss:  0.308
Epoch  16 Batch  181/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.816, Loss:  0.343
Epoch  16 Batch  182/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.817, Loss:  0.340
Epoch  16 Batch  183/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.820, Loss:  0.349
Epoch  16 Batch  184/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.822, Loss:  0.305
Epoch  16 Batch  185/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.821, Loss:  0.324
Epoch  16 Batch  186/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.821, Loss:  0.328
Epoch  16 Batch  187/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.822, Loss:  0.316
Epoch  16 Batch  188/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.820, Loss:  0.319
Epoch  16 Batch  189/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.827, Loss:  0.331
Epoch  16 Batch  190/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.827, Loss:  0.320
Epoch  16 Batch  191/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.824, Loss:  0.290
Epoch  16 Batch  192/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.823, Loss:  0.344
Epoch  16 Batch  193/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.284
Epoch  16 Batch  194/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.816, Loss:  0.308
Epoch  16 Batch  195/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.818, Loss:  0.304
Epoch  16 Batch  196/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.817, Loss:  0.320
Epoch  16 Batch  197/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.818, Loss:  0.323
Epoch  16 Batch  198/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.815, Loss:  0.317
Epoch  16 Batch  199/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.814, Loss:  0.295
Epoch  16 Batch  200/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.814, Loss:  0.340
Epoch  16 Batch  201/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.821, Loss:  0.295
Epoch  16 Batch  202/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.341
Epoch  16 Batch  203/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.328
Epoch  16 Batch  204/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.825, Loss:  0.350
Epoch  16 Batch  205/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.825, Loss:  0.341
Epoch  16 Batch  206/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.817, Loss:  0.306
Epoch  16 Batch  207/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.817, Loss:  0.318
Epoch  16 Batch  208/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.340
Epoch  16 Batch  209/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.831, Loss:  0.280
Epoch  16 Batch  210/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.311
Epoch  16 Batch  211/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.833, Loss:  0.315
Epoch  16 Batch  212/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.835, Loss:  0.313
Epoch  16 Batch  213/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.302
Epoch  16 Batch  214/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.842, Loss:  0.313
Epoch  16 Batch  215/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.840, Loss:  0.364
Epoch  16 Batch  216/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.322
Epoch  16 Batch  217/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.832, Loss:  0.296
Epoch  16 Batch  218/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.819, Loss:  0.370
Epoch  16 Batch  219/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.827, Loss:  0.328
Epoch  16 Batch  220/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.326
Epoch  16 Batch  221/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.326
Epoch  16 Batch  222/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.351
Epoch  16 Batch  223/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.824, Loss:  0.300
Epoch  16 Batch  224/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.827, Loss:  0.318
Epoch  16 Batch  225/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.344
Epoch  16 Batch  226/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.824, Loss:  0.318
Epoch  16 Batch  227/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.824, Loss:  0.354
Epoch  16 Batch  228/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.828, Loss:  0.320
Epoch  16 Batch  229/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.830, Loss:  0.348
Epoch  16 Batch  230/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.304
Epoch  16 Batch  231/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.343
Epoch  16 Batch  232/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.823, Loss:  0.343
Epoch  16 Batch  233/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.373
Epoch  16 Batch  234/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.827, Loss:  0.334
Epoch  16 Batch  235/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.294
Epoch  16 Batch  236/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.825, Loss:  0.320
Epoch  16 Batch  237/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.829, Loss:  0.304
Epoch  16 Batch  238/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.340
Epoch  16 Batch  239/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.832, Loss:  0.291
Epoch  16 Batch  240/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.832, Loss:  0.298
Epoch  16 Batch  241/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.839, Loss:  0.295
Epoch  16 Batch  242/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.838, Loss:  0.323
Epoch  16 Batch  243/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.841, Loss:  0.339
Epoch  16 Batch  244/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.838, Loss:  0.328
Epoch  16 Batch  245/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.838, Loss:  0.314
Epoch  16 Batch  246/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.833, Loss:  0.322
Epoch  16 Batch  247/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.827, Loss:  0.304
Epoch  16 Batch  248/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.817, Loss:  0.313
Epoch  16 Batch  249/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.829, Loss:  0.323
Epoch  16 Batch  250/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.313
Epoch  16 Batch  251/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.340
Epoch  16 Batch  252/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.321
Epoch  16 Batch  253/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.833, Loss:  0.324
Epoch  16 Batch  254/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.323
Epoch  16 Batch  255/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.827, Loss:  0.347
Epoch  16 Batch  256/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.828, Loss:  0.373
Epoch  16 Batch  257/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.328
Epoch  16 Batch  258/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.312
Epoch  16 Batch  259/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.316
Epoch  16 Batch  260/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.820, Loss:  0.308
Epoch  16 Batch  261/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.309
Epoch  16 Batch  262/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.303
Epoch  16 Batch  263/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.825, Loss:  0.319
Epoch  16 Batch  264/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.352
Epoch  16 Batch  265/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.818, Loss:  0.340
Epoch  16 Batch  266/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.821, Loss:  0.333
Epoch  16 Batch  267/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.817, Loss:  0.297
Epoch  16 Batch  268/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.819, Loss:  0.324
Epoch  16 Batch  269/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.816, Loss:  0.347
Epoch  16 Batch  270/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.815, Loss:  0.341
Epoch  16 Batch  271/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.820, Loss:  0.316
Epoch  16 Batch  272/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.819, Loss:  0.385
Epoch  16 Batch  273/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.318
Epoch  16 Batch  274/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.822, Loss:  0.320
Epoch  16 Batch  275/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.823, Loss:  0.352
Epoch  16 Batch  276/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.822, Loss:  0.378
Epoch  16 Batch  277/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.824, Loss:  0.290
Epoch  16 Batch  278/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.824, Loss:  0.343
Epoch  16 Batch  279/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.823, Loss:  0.368
Epoch  16 Batch  280/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.823, Loss:  0.334
Epoch  16 Batch  281/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.812, Loss:  0.338
Epoch  16 Batch  282/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.812, Loss:  0.387
Epoch  16 Batch  283/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.812, Loss:  0.328
Epoch  16 Batch  284/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.811, Loss:  0.349
Epoch  16 Batch  285/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.820, Loss:  0.326
Epoch  16 Batch  286/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.306
Epoch  16 Batch  287/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.825, Loss:  0.327
Epoch  16 Batch  288/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.824, Loss:  0.360
Epoch  16 Batch  289/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.817, Loss:  0.317
Epoch  16 Batch  290/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.820, Loss:  0.349
Epoch  16 Batch  291/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.821, Loss:  0.340
Epoch  16 Batch  292/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.820, Loss:  0.325
Epoch  16 Batch  293/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.816, Loss:  0.337
Epoch  16 Batch  294/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.815, Loss:  0.311
Epoch  16 Batch  295/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.816, Loss:  0.344
Epoch  16 Batch  296/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.826, Loss:  0.306
Epoch  16 Batch  297/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.829, Loss:  0.366
Epoch  16 Batch  298/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.830, Loss:  0.370
Epoch  16 Batch  299/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.830, Loss:  0.313
Epoch  16 Batch  300/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.832, Loss:  0.315
Epoch  16 Batch  301/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.834, Loss:  0.310
Epoch  16 Batch  302/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.835, Loss:  0.320
Epoch  16 Batch  303/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.833, Loss:  0.356
Epoch  16 Batch  304/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.831, Loss:  0.297
Epoch  16 Batch  305/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.317
Epoch  16 Batch  306/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.320
Epoch  16 Batch  307/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.833, Loss:  0.332
Epoch  16 Batch  308/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.829, Loss:  0.358
Epoch  16 Batch  309/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.301
Epoch  16 Batch  310/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.820, Loss:  0.336
Epoch  16 Batch  311/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.300
Epoch  16 Batch  312/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.816, Loss:  0.352
Epoch  16 Batch  313/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.819, Loss:  0.317
Epoch  16 Batch  314/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.818, Loss:  0.316
Epoch  16 Batch  315/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.818, Loss:  0.302
Epoch  16 Batch  316/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.819, Loss:  0.295
Epoch  16 Batch  317/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.822, Loss:  0.350
Epoch  16 Batch  318/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.825, Loss:  0.316
Epoch  16 Batch  319/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.813, Loss:  0.336
Epoch  16 Batch  320/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.817, Loss:  0.339
Epoch  16 Batch  321/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.818, Loss:  0.323
Epoch  16 Batch  322/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.812, Loss:  0.294
Epoch  16 Batch  323/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.815, Loss:  0.335
Epoch  16 Batch  324/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.814, Loss:  0.335
Epoch  16 Batch  325/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.825, Loss:  0.308
Epoch  16 Batch  326/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.825, Loss:  0.305
Epoch  16 Batch  327/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.338
Epoch  16 Batch  328/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.821, Loss:  0.348
Epoch  16 Batch  329/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.827, Loss:  0.342
Epoch  16 Batch  330/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.335
Epoch  16 Batch  331/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.828, Loss:  0.355
Epoch  16 Batch  332/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.825, Loss:  0.293
Epoch  16 Batch  333/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.823, Loss:  0.334
Epoch  16 Batch  334/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.303
Epoch  16 Batch  335/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.831, Loss:  0.303
Epoch  16 Batch  336/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.345
Epoch  16 Batch  337/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.828, Loss:  0.332
Epoch  16 Batch  338/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.830, Loss:  0.367
Epoch  16 Batch  339/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.826, Loss:  0.291
Epoch  16 Batch  340/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.834, Loss:  0.339
Epoch  16 Batch  341/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.834, Loss:  0.375
Epoch  16 Batch  342/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.836, Loss:  0.304
Epoch  16 Batch  343/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.836, Loss:  0.312
Epoch  16 Batch  344/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.834, Loss:  0.317
Epoch  16 Batch  345/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.311
Epoch  16 Batch  346/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.849, Loss:  0.341
Epoch  16 Batch  347/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.846, Loss:  0.293
Epoch  16 Batch  348/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.836, Loss:  0.316
Epoch  16 Batch  349/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.830, Loss:  0.317
Epoch  16 Batch  350/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.838, Loss:  0.349
Epoch  16 Batch  351/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.348
Epoch  16 Batch  352/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.337
Epoch  16 Batch  353/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.824, Loss:  0.351
Epoch  16 Batch  354/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.339
Epoch  16 Batch  355/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.821, Loss:  0.336
Epoch  16 Batch  356/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.821, Loss:  0.321
Epoch  16 Batch  357/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.821, Loss:  0.320
Epoch  16 Batch  358/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.814, Loss:  0.338
Epoch  16 Batch  359/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.815, Loss:  0.332
Epoch  16 Batch  360/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.814, Loss:  0.317
Epoch  16 Batch  361/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.811, Loss:  0.337
Epoch  16 Batch  362/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.815, Loss:  0.325
Epoch  16 Batch  363/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.830, Loss:  0.331
Epoch  16 Batch  364/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.831, Loss:  0.345
Epoch  16 Batch  365/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.827, Loss:  0.299
Epoch  16 Batch  366/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.829, Loss:  0.302
Epoch  16 Batch  367/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.828, Loss:  0.288
Epoch  16 Batch  368/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.827, Loss:  0.331
Epoch  16 Batch  369/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.302
Epoch  16 Batch  370/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.831, Loss:  0.324
Epoch  16 Batch  371/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.341
Epoch  16 Batch  372/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.834, Loss:  0.305
Epoch  16 Batch  373/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.305
Epoch  16 Batch  374/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.835, Loss:  0.343
Epoch  16 Batch  375/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.310
Epoch  16 Batch  376/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.832, Loss:  0.332
Epoch  16 Batch  377/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.348
Epoch  16 Batch  378/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.822, Loss:  0.304
Epoch  16 Batch  379/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.821, Loss:  0.342
Epoch  16 Batch  380/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.309
Epoch  16 Batch  381/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.824, Loss:  0.362
Epoch  16 Batch  382/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.824, Loss:  0.360
Epoch  16 Batch  383/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.824, Loss:  0.328
Epoch  16 Batch  384/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.829, Loss:  0.328
Epoch  16 Batch  385/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.830, Loss:  0.326
Epoch  16 Batch  386/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.318
Epoch  16 Batch  387/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.830, Loss:  0.311
Epoch  16 Batch  388/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.830, Loss:  0.315
Epoch  16 Batch  389/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.310
Epoch  16 Batch  390/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.825, Loss:  0.359
Epoch  16 Batch  391/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.826, Loss:  0.309
Epoch  16 Batch  392/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.826, Loss:  0.322
Epoch  16 Batch  393/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.824, Loss:  0.284
Epoch  16 Batch  394/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.330
Epoch  16 Batch  395/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.822, Loss:  0.293
Epoch  16 Batch  396/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.335
Epoch  16 Batch  397/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.302
Epoch  16 Batch  398/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.350
Epoch  16 Batch  399/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.829, Loss:  0.340
Epoch  16 Batch  400/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.826, Loss:  0.352
Epoch  16 Batch  401/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.827, Loss:  0.321
Epoch  16 Batch  402/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.308
Epoch  16 Batch  403/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.830, Loss:  0.349
Epoch  16 Batch  404/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.307
Epoch  16 Batch  405/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.834, Loss:  0.346
Epoch  16 Batch  406/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.830, Loss:  0.324
Epoch  16 Batch  407/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.834, Loss:  0.331
Epoch  16 Batch  408/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.835, Loss:  0.330
Epoch  16 Batch  409/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.354
Epoch  16 Batch  410/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.832, Loss:  0.349
Epoch  16 Batch  411/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.836, Loss:  0.304
Epoch  16 Batch  412/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.835, Loss:  0.310
Epoch  16 Batch  413/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.835, Loss:  0.307
Epoch  16 Batch  414/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.835, Loss:  0.335
Epoch  16 Batch  415/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.838, Loss:  0.325
Epoch  16 Batch  416/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.835, Loss:  0.336
Epoch  16 Batch  417/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.825, Loss:  0.348
Epoch  16 Batch  418/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.835, Loss:  0.314
Epoch  16 Batch  419/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.323
Epoch  16 Batch  420/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.292
Epoch  16 Batch  421/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.831, Loss:  0.339
Epoch  16 Batch  422/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.310
Epoch  16 Batch  423/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.831, Loss:  0.317
Epoch  16 Batch  424/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.832, Loss:  0.322
Epoch  16 Batch  425/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.292
Epoch  16 Batch  426/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.838, Loss:  0.353
Epoch  16 Batch  427/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.837, Loss:  0.309
Epoch  16 Batch  428/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.836, Loss:  0.309
Epoch  16 Batch  429/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.835, Loss:  0.304
Epoch  16 Batch  430/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.833, Loss:  0.328
Epoch  16 Batch  431/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.828, Loss:  0.330
Epoch  16 Batch  432/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.316
Epoch  16 Batch  433/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.825, Loss:  0.316
Epoch  16 Batch  434/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.326
Epoch  16 Batch  435/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.825, Loss:  0.347
Epoch  16 Batch  436/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.817, Loss:  0.318
Epoch  16 Batch  437/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.330
Epoch  16 Batch  438/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.807, Loss:  0.329
Epoch  16 Batch  439/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.811, Loss:  0.357
Epoch  16 Batch  440/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.800, Loss:  0.340
Epoch  16 Batch  441/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.804, Loss:  0.322
Epoch  16 Batch  442/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.804, Loss:  0.344
Epoch  16 Batch  443/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.813, Loss:  0.322
Epoch  16 Batch  444/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.812, Loss:  0.311
Epoch  16 Batch  445/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.801, Loss:  0.338
Epoch  16 Batch  446/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.802, Loss:  0.294
Epoch  16 Batch  447/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.808, Loss:  0.347
Epoch  16 Batch  448/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.808, Loss:  0.357
Epoch  16 Batch  449/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.812, Loss:  0.342
Epoch  16 Batch  450/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.812, Loss:  0.344
Epoch  16 Batch  451/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.810, Loss:  0.305
Epoch  16 Batch  452/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.800, Loss:  0.322
Epoch  16 Batch  453/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.804, Loss:  0.317
Epoch  16 Batch  454/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.809, Loss:  0.339
Epoch  16 Batch  455/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.812, Loss:  0.330
Epoch  16 Batch  456/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.329
Epoch  16 Batch  457/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.818, Loss:  0.307
Epoch  16 Batch  458/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.818, Loss:  0.316
Epoch  16 Batch  459/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.307
Epoch  16 Batch  460/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.819, Loss:  0.356
Epoch  16 Batch  461/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.811, Loss:  0.315
Epoch  16 Batch  462/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.821, Loss:  0.336
Epoch  16 Batch  463/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.820, Loss:  0.326
Epoch  16 Batch  464/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.819, Loss:  0.318
Epoch  16 Batch  465/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.821, Loss:  0.363
Epoch  16 Batch  466/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.819, Loss:  0.304
Epoch  16 Batch  467/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.814, Loss:  0.324
Epoch  16 Batch  468/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.813, Loss:  0.347
Epoch  16 Batch  469/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.815, Loss:  0.329
Epoch  16 Batch  470/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.813, Loss:  0.344
Epoch  16 Batch  471/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.815, Loss:  0.319
Epoch  16 Batch  472/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.818, Loss:  0.303
Epoch  16 Batch  473/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.321
Epoch  16 Batch  474/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.818, Loss:  0.327
Epoch  16 Batch  475/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.814, Loss:  0.312
Epoch  16 Batch  476/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.814, Loss:  0.357
Epoch  16 Batch  477/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.812, Loss:  0.306
Epoch  16 Batch  478/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.822, Loss:  0.350
Epoch  16 Batch  479/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.828, Loss:  0.339
Epoch  16 Batch  480/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.326
Epoch  16 Batch  481/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.314
Epoch  16 Batch  482/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.826, Loss:  0.336
Epoch  16 Batch  483/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.352
Epoch  16 Batch  484/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.333
Epoch  16 Batch  485/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.342
Epoch  16 Batch  486/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.828, Loss:  0.331
Epoch  16 Batch  487/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.823, Loss:  0.329
Epoch  16 Batch  488/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.835, Loss:  0.317
Epoch  16 Batch  489/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.838, Loss:  0.328
Epoch  16 Batch  490/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.838, Loss:  0.320
Epoch  16 Batch  491/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.332
Epoch  16 Batch  492/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.831, Loss:  0.373
Epoch  16 Batch  493/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.302
Epoch  16 Batch  494/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.834, Loss:  0.313
Epoch  16 Batch  495/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.824, Loss:  0.313
Epoch  16 Batch  496/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.819, Loss:  0.344
Epoch  16 Batch  497/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.820, Loss:  0.332
Epoch  16 Batch  498/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.820, Loss:  0.325
Epoch  16 Batch  499/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.813, Loss:  0.295
Epoch  16 Batch  500/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.817, Loss:  0.318
Epoch  16 Batch  501/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.817, Loss:  0.325
Epoch  16 Batch  502/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.816, Loss:  0.322
Epoch  16 Batch  503/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.814, Loss:  0.315
Epoch  16 Batch  504/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.819, Loss:  0.325
Epoch  16 Batch  505/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.822, Loss:  0.281
Epoch  16 Batch  506/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.821, Loss:  0.328
Epoch  16 Batch  507/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.825, Loss:  0.332
Epoch  16 Batch  508/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.319
Epoch  16 Batch  509/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.354
Epoch  16 Batch  510/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.825, Loss:  0.325
Epoch  16 Batch  511/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.817, Loss:  0.316
Epoch  16 Batch  512/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.821, Loss:  0.327
Epoch  16 Batch  513/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.823, Loss:  0.337
Epoch  16 Batch  514/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.819, Loss:  0.333
Epoch  16 Batch  515/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.820, Loss:  0.337
Epoch  16 Batch  516/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.827, Loss:  0.287
Epoch  16 Batch  517/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.317
Epoch  16 Batch  518/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.826, Loss:  0.310
Epoch  16 Batch  519/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.828, Loss:  0.329
Epoch  16 Batch  520/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.827, Loss:  0.302
Epoch  16 Batch  521/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.833, Loss:  0.331
Epoch  16 Batch  522/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.836, Loss:  0.361
Epoch  16 Batch  523/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.838, Loss:  0.327
Epoch  16 Batch  524/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.842, Loss:  0.337
Epoch  16 Batch  525/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.332
Epoch  16 Batch  526/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.318
Epoch  16 Batch  527/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.306
Epoch  16 Batch  528/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.825, Loss:  0.302
Epoch  16 Batch  529/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.299
Epoch  16 Batch  530/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.835, Loss:  0.342
Epoch  16 Batch  531/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.832, Loss:  0.314
Epoch  16 Batch  532/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.831, Loss:  0.335
Epoch  16 Batch  533/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.830, Loss:  0.360
Epoch  16 Batch  534/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.826, Loss:  0.317
Epoch  16 Batch  535/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.828, Loss:  0.307
Epoch  16 Batch  536/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.307
Epoch  16 Batch  537/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.837, Loss:  0.319
Epoch  16 Batch  538/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.836, Loss:  0.283
Epoch  16 Batch  539/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.831, Loss:  0.358
Epoch  16 Batch  540/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.296
Epoch  16 Batch  541/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.333
Epoch  16 Batch  542/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.831, Loss:  0.312
Epoch  16 Batch  543/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.833, Loss:  0.342
Epoch  16 Batch  544/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.310
Epoch  16 Batch  545/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.836, Loss:  0.350
Epoch  16 Batch  546/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.831, Loss:  0.346
Epoch  16 Batch  547/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.324
Epoch  16 Batch  548/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.348
Epoch  16 Batch  549/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.828, Loss:  0.363
Epoch  16 Batch  550/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.828, Loss:  0.328
Epoch  16 Batch  551/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.338
Epoch  16 Batch  552/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.830, Loss:  0.345
Epoch  16 Batch  553/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.828, Loss:  0.332
Epoch  16 Batch  554/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.819, Loss:  0.334
Epoch  16 Batch  555/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.822, Loss:  0.310
Epoch  16 Batch  556/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.310
Epoch  16 Batch  557/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.827, Loss:  0.307
Epoch  16 Batch  558/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.822, Loss:  0.301
Epoch  16 Batch  559/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.313
Epoch  16 Batch  560/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.821, Loss:  0.332
Epoch  16 Batch  561/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.297
Epoch  16 Batch  562/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.814, Loss:  0.311
Epoch  16 Batch  563/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.821, Loss:  0.355
Epoch  16 Batch  564/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.818, Loss:  0.360
Epoch  16 Batch  565/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.813, Loss:  0.348
Epoch  16 Batch  566/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.811, Loss:  0.346
Epoch  16 Batch  567/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.815, Loss:  0.341
Epoch  16 Batch  568/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.815, Loss:  0.325
Epoch  16 Batch  569/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.815, Loss:  0.329
Epoch  16 Batch  570/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.814, Loss:  0.364
Epoch  16 Batch  571/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.810, Loss:  0.307
Epoch  16 Batch  572/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.809, Loss:  0.311
Epoch  16 Batch  573/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.809, Loss:  0.339
Epoch  16 Batch  574/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.812, Loss:  0.340
Epoch  16 Batch  575/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.329
Epoch  16 Batch  576/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.831, Loss:  0.333
Epoch  16 Batch  577/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.338
Epoch  16 Batch  578/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.828, Loss:  0.329
Epoch  16 Batch  579/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.320
Epoch  16 Batch  580/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.829, Loss:  0.301
Epoch  16 Batch  581/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.832, Loss:  0.289
Epoch  16 Batch  582/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.830, Loss:  0.310
Epoch  16 Batch  583/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.831, Loss:  0.346
Epoch  16 Batch  584/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.831, Loss:  0.323
Epoch  16 Batch  585/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.291
Epoch  16 Batch  586/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.830, Loss:  0.338
Epoch  16 Batch  587/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.292
Epoch  16 Batch  588/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.317
Epoch  16 Batch  589/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.824, Loss:  0.324
Epoch  16 Batch  590/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.335
Epoch  16 Batch  591/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.821, Loss:  0.305
Epoch  16 Batch  592/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.819, Loss:  0.349
Epoch  16 Batch  593/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.824, Loss:  0.321
Epoch  16 Batch  594/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.820, Loss:  0.351
Epoch  16 Batch  595/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.328
Epoch  16 Batch  596/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.824, Loss:  0.322
Epoch  16 Batch  597/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.826, Loss:  0.306
Epoch  16 Batch  598/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.296
Epoch  16 Batch  599/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.827, Loss:  0.367
Epoch  16 Batch  600/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.826, Loss:  0.318
Epoch  16 Batch  601/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.319
Epoch  16 Batch  602/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.824, Loss:  0.321
Epoch  16 Batch  603/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.823, Loss:  0.315
Epoch  16 Batch  604/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.823, Loss:  0.326
Epoch  16 Batch  605/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.365
Epoch  16 Batch  606/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.289
Epoch  16 Batch  607/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.322
Epoch  16 Batch  608/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.324
Epoch  16 Batch  609/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.827, Loss:  0.342
Epoch  16 Batch  610/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.825, Loss:  0.339
Epoch  16 Batch  611/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.829, Loss:  0.330
Epoch  16 Batch  612/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.307
Epoch  16 Batch  613/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.835, Loss:  0.340
Epoch  16 Batch  614/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.322
Epoch  16 Batch  615/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.835, Loss:  0.313
Epoch  16 Batch  616/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.843, Loss:  0.315
Epoch  16 Batch  617/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.841, Loss:  0.321
Epoch  16 Batch  618/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.838, Loss:  0.327
Epoch  16 Batch  619/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.330
Epoch  16 Batch  620/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.836, Loss:  0.313
Epoch  16 Batch  621/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.838, Loss:  0.322
Epoch  16 Batch  622/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.341
Epoch  16 Batch  623/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.828, Loss:  0.338
Epoch  16 Batch  624/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.311
Epoch  16 Batch  625/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.323
Epoch  16 Batch  626/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.287
Epoch  16 Batch  627/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.832, Loss:  0.318
Epoch  16 Batch  628/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.841, Loss:  0.332
Epoch  16 Batch  629/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.840, Loss:  0.329
Epoch  16 Batch  630/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.320
Epoch  16 Batch  631/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.838, Loss:  0.313
Epoch  16 Batch  632/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.842, Loss:  0.323
Epoch  16 Batch  633/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.842, Loss:  0.338
Epoch  16 Batch  634/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.841, Loss:  0.286
Epoch  16 Batch  635/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.838, Loss:  0.362
Epoch  16 Batch  636/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.836, Loss:  0.312
Epoch  16 Batch  637/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.328
Epoch  16 Batch  638/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.319
Epoch  16 Batch  639/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.322
Epoch  16 Batch  640/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.825, Loss:  0.289
Epoch  16 Batch  641/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.820, Loss:  0.319
Epoch  16 Batch  642/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.823, Loss:  0.338
Epoch  16 Batch  643/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.822, Loss:  0.290
Epoch  16 Batch  644/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.824, Loss:  0.327
Epoch  16 Batch  645/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.828, Loss:  0.316
Epoch  16 Batch  646/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.827, Loss:  0.319
Epoch  16 Batch  647/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.316
Epoch  16 Batch  648/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.828, Loss:  0.310
Epoch  16 Batch  649/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.832, Loss:  0.339
Epoch  16 Batch  650/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.829, Loss:  0.316
Epoch  16 Batch  651/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.306
Epoch  16 Batch  652/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.837, Loss:  0.365
Epoch  16 Batch  653/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.344
Epoch  16 Batch  654/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.833, Loss:  0.315
Epoch  16 Batch  655/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.833, Loss:  0.331
Epoch  16 Batch  656/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.831, Loss:  0.338
Epoch  16 Batch  657/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.332
Epoch  16 Batch  658/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.832, Loss:  0.297
Epoch  16 Batch  659/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.306
Epoch  16 Batch  660/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.820, Loss:  0.327
Epoch  16 Batch  661/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.822, Loss:  0.287
Epoch  16 Batch  662/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.827, Loss:  0.289
Epoch  16 Batch  663/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.824, Loss:  0.302
Epoch  16 Batch  664/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.823, Loss:  0.343
Epoch  16 Batch  665/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.821, Loss:  0.308
Epoch  16 Batch  666/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.338
Epoch  16 Batch  667/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.828, Loss:  0.360
Epoch  16 Batch  668/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.321
Epoch  16 Batch  669/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.835, Loss:  0.300
Epoch  16 Batch  670/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.830, Loss:  0.308
Epoch  16 Batch  671/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.831, Loss:  0.356
Epoch  16 Batch  672/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.315
Epoch  16 Batch  673/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.833, Loss:  0.304
Epoch  16 Batch  674/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.833, Loss:  0.325
Epoch  16 Batch  675/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.835, Loss:  0.335
Epoch  16 Batch  676/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.329
Epoch  16 Batch  677/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.819, Loss:  0.350
Epoch  16 Batch  678/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.829, Loss:  0.318
Epoch  16 Batch  679/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.834, Loss:  0.348
Epoch  16 Batch  680/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.838, Loss:  0.311
Epoch  16 Batch  681/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.346
Epoch  16 Batch  682/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.837, Loss:  0.330
Epoch  16 Batch  683/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.323
Epoch  16 Batch  684/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.338
Epoch  16 Batch  685/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.339
Epoch  16 Batch  686/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.834, Loss:  0.313
Epoch  16 Batch  687/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.833, Loss:  0.338
Epoch  16 Batch  688/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.834, Loss:  0.327
Epoch  16 Batch  689/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.832, Loss:  0.300
Epoch  16 Batch  690/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.835, Loss:  0.315
Epoch  16 Batch  691/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.835, Loss:  0.361
Epoch  16 Batch  692/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.835, Loss:  0.317
Epoch  16 Batch  693/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.827, Loss:  0.374
Epoch  16 Batch  694/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.820, Loss:  0.332
Epoch  16 Batch  695/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.312
Epoch  16 Batch  696/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.833, Loss:  0.343
Epoch  16 Batch  697/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.315
Epoch  16 Batch  698/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.299
Epoch  16 Batch  699/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.827, Loss:  0.334
Epoch  16 Batch  700/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.836, Loss:  0.316
Epoch  16 Batch  701/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.841, Loss:  0.334
Epoch  16 Batch  702/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.839, Loss:  0.360
Epoch  16 Batch  703/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.838, Loss:  0.348
Epoch  16 Batch  704/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.350
Epoch  16 Batch  705/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.838, Loss:  0.342
Epoch  16 Batch  706/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.838, Loss:  0.342
Epoch  16 Batch  707/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.842, Loss:  0.325
Epoch  16 Batch  708/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.840, Loss:  0.334
Epoch  16 Batch  709/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.832, Loss:  0.336
Epoch  16 Batch  710/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.830, Loss:  0.312
Epoch  16 Batch  711/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.838, Loss:  0.374
Epoch  16 Batch  712/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.840, Loss:  0.329
Epoch  16 Batch  713/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.835, Loss:  0.304
Epoch  16 Batch  714/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.837, Loss:  0.315
Epoch  16 Batch  715/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.838, Loss:  0.372
Epoch  16 Batch  716/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.837, Loss:  0.292
Epoch  16 Batch  717/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.831, Loss:  0.317
Epoch  16 Batch  718/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.825, Loss:  0.315
Epoch  16 Batch  719/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.821, Loss:  0.313
Epoch  16 Batch  720/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.823, Loss:  0.360
Epoch  16 Batch  721/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.339
Epoch  16 Batch  722/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.822, Loss:  0.320
Epoch  16 Batch  723/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.824, Loss:  0.304
Epoch  16 Batch  724/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.819, Loss:  0.341
Epoch  16 Batch  725/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.819, Loss:  0.293
Epoch  16 Batch  726/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.816, Loss:  0.302
Epoch  16 Batch  727/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.817, Loss:  0.304
Epoch  16 Batch  728/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.813, Loss:  0.321
Epoch  16 Batch  729/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.811, Loss:  0.343
Epoch  16 Batch  730/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.811, Loss:  0.329
Epoch  16 Batch  731/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.810, Loss:  0.313
Epoch  16 Batch  732/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.813, Loss:  0.348
Epoch  16 Batch  733/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.812, Loss:  0.331
Epoch  16 Batch  734/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.813, Loss:  0.341
Epoch  16 Batch  735/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.820, Loss:  0.329
Epoch  16 Batch  736/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.826, Loss:  0.301
Epoch  16 Batch  737/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.830, Loss:  0.356
Epoch  16 Batch  738/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.835, Loss:  0.275
Epoch  16 Batch  739/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.295
Epoch  16 Batch  740/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.838, Loss:  0.318
Epoch  16 Batch  741/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.832, Loss:  0.331
Epoch  16 Batch  742/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.836, Loss:  0.329
Epoch  16 Batch  743/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.835, Loss:  0.328
Epoch  16 Batch  744/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.294
Epoch  16 Batch  745/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.834, Loss:  0.312
Epoch  16 Batch  746/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.834, Loss:  0.333
Epoch  16 Batch  747/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.288
Epoch  16 Batch  748/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.321
Epoch  16 Batch  749/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.832, Loss:  0.326
Epoch  16 Batch  750/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.317
Epoch  16 Batch  751/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.831, Loss:  0.309
Epoch  16 Batch  752/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.305
Epoch  16 Batch  753/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.822, Loss:  0.308
Epoch  16 Batch  754/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.830, Loss:  0.335
Epoch  16 Batch  755/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.321
Epoch  16 Batch  756/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.305
Epoch  16 Batch  757/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.818, Loss:  0.348
Epoch  16 Batch  758/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.822, Loss:  0.300
Epoch  16 Batch  759/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.822, Loss:  0.277
Epoch  16 Batch  760/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.822, Loss:  0.343
Epoch  16 Batch  761/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.832, Loss:  0.335
Epoch  16 Batch  762/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.829, Loss:  0.300
Epoch  16 Batch  763/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.286
Epoch  16 Batch  764/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.322
Epoch  16 Batch  765/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.838, Loss:  0.308
Epoch  16 Batch  766/1077 - Train Accuracy:  0.786, Validation Accuracy:  0.839, Loss:  0.332
Epoch  16 Batch  767/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.840, Loss:  0.317
Epoch  16 Batch  768/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.842, Loss:  0.291
Epoch  16 Batch  769/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.844, Loss:  0.342
Epoch  16 Batch  770/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.847, Loss:  0.307
Epoch  16 Batch  771/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.841, Loss:  0.348
Epoch  16 Batch  772/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.839, Loss:  0.321
Epoch  16 Batch  773/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.314
Epoch  16 Batch  774/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.840, Loss:  0.336
Epoch  16 Batch  775/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.315
Epoch  16 Batch  776/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.318
Epoch  16 Batch  777/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.830, Loss:  0.321
Epoch  16 Batch  778/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.302
Epoch  16 Batch  779/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.834, Loss:  0.342
Epoch  16 Batch  780/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.833, Loss:  0.355
Epoch  16 Batch  781/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.829, Loss:  0.305
Epoch  16 Batch  782/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.323
Epoch  16 Batch  783/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.345
Epoch  16 Batch  784/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.312
Epoch  16 Batch  785/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.831, Loss:  0.301
Epoch  16 Batch  786/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.830, Loss:  0.321
Epoch  16 Batch  787/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.829, Loss:  0.287
Epoch  16 Batch  788/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.825, Loss:  0.317
Epoch  16 Batch  789/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.824, Loss:  0.316
Epoch  16 Batch  790/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.824, Loss:  0.351
Epoch  16 Batch  791/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.827, Loss:  0.303
Epoch  16 Batch  792/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.826, Loss:  0.314
Epoch  16 Batch  793/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.319
Epoch  16 Batch  794/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.832, Loss:  0.306
Epoch  16 Batch  795/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.348
Epoch  16 Batch  796/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.831, Loss:  0.319
Epoch  16 Batch  797/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.831, Loss:  0.316
Epoch  16 Batch  798/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.824, Loss:  0.307
Epoch  16 Batch  799/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.825, Loss:  0.364
Epoch  16 Batch  800/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.824, Loss:  0.315
Epoch  16 Batch  801/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.825, Loss:  0.320
Epoch  16 Batch  802/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.349
Epoch  16 Batch  803/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.343
Epoch  16 Batch  804/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.827, Loss:  0.323
Epoch  16 Batch  805/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.828, Loss:  0.343
Epoch  16 Batch  806/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.829, Loss:  0.319
Epoch  16 Batch  807/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.829, Loss:  0.307
Epoch  16 Batch  808/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.836, Loss:  0.353
Epoch  16 Batch  809/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.835, Loss:  0.349
Epoch  16 Batch  810/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.833, Loss:  0.284
Epoch  16 Batch  811/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.833, Loss:  0.299
Epoch  16 Batch  812/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.832, Loss:  0.337
Epoch  16 Batch  813/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.833, Loss:  0.313
Epoch  16 Batch  814/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.833, Loss:  0.343
Epoch  16 Batch  815/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.317
Epoch  16 Batch  816/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.335
Epoch  16 Batch  817/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.366
Epoch  16 Batch  818/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.837, Loss:  0.315
Epoch  16 Batch  819/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.833, Loss:  0.320
Epoch  16 Batch  820/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.831, Loss:  0.345
Epoch  16 Batch  821/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.339
Epoch  16 Batch  822/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.825, Loss:  0.333
Epoch  16 Batch  823/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.826, Loss:  0.313
Epoch  16 Batch  824/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.303
Epoch  16 Batch  825/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.824, Loss:  0.320
Epoch  16 Batch  826/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.822, Loss:  0.298
Epoch  16 Batch  827/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.818, Loss:  0.334
Epoch  16 Batch  828/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.334
Epoch  16 Batch  829/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.825, Loss:  0.348
Epoch  16 Batch  830/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.816, Loss:  0.332
Epoch  16 Batch  831/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.825, Loss:  0.351
Epoch  16 Batch  832/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.817, Loss:  0.325
Epoch  16 Batch  833/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.817, Loss:  0.342
Epoch  16 Batch  834/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.325
Epoch  16 Batch  835/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.823, Loss:  0.330
Epoch  16 Batch  836/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.825, Loss:  0.314
Epoch  16 Batch  837/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.369
Epoch  16 Batch  838/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.822, Loss:  0.306
Epoch  16 Batch  839/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.824, Loss:  0.316
Epoch  16 Batch  840/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.822, Loss:  0.300
Epoch  16 Batch  841/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.822, Loss:  0.320
Epoch  16 Batch  842/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.818, Loss:  0.302
Epoch  16 Batch  843/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.819, Loss:  0.326
Epoch  16 Batch  844/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.318
Epoch  16 Batch  845/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.827, Loss:  0.298
Epoch  16 Batch  846/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.826, Loss:  0.334
Epoch  16 Batch  847/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.824, Loss:  0.330
Epoch  16 Batch  848/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.832, Loss:  0.311
Epoch  16 Batch  849/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.302
Epoch  16 Batch  850/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.825, Loss:  0.364
Epoch  16 Batch  851/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.825, Loss:  0.317
Epoch  16 Batch  852/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.821, Loss:  0.332
Epoch  16 Batch  853/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.822, Loss:  0.300
Epoch  16 Batch  854/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.329
Epoch  16 Batch  855/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.823, Loss:  0.323
Epoch  16 Batch  856/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.328
Epoch  16 Batch  857/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.825, Loss:  0.309
Epoch  16 Batch  858/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.822, Loss:  0.303
Epoch  16 Batch  859/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.819, Loss:  0.339
Epoch  16 Batch  860/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.320
Epoch  16 Batch  861/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.823, Loss:  0.323
Epoch  16 Batch  862/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.819, Loss:  0.338
Epoch  16 Batch  863/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.819, Loss:  0.291
Epoch  16 Batch  864/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.815, Loss:  0.317
Epoch  16 Batch  865/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.821, Loss:  0.312
Epoch  16 Batch  866/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.821, Loss:  0.310
Epoch  16 Batch  867/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.823, Loss:  0.389
Epoch  16 Batch  868/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.824, Loss:  0.326
Epoch  16 Batch  869/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.823, Loss:  0.336
Epoch  16 Batch  870/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.823, Loss:  0.340
Epoch  16 Batch  871/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.814, Loss:  0.309
Epoch  16 Batch  872/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.824, Loss:  0.327
Epoch  16 Batch  873/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.819, Loss:  0.335
Epoch  16 Batch  874/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.816, Loss:  0.343
Epoch  16 Batch  875/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.816, Loss:  0.337
Epoch  16 Batch  876/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.815, Loss:  0.325
Epoch  16 Batch  877/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.819, Loss:  0.313
Epoch  16 Batch  878/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.819, Loss:  0.314
Epoch  16 Batch  879/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.821, Loss:  0.305
Epoch  16 Batch  880/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.822, Loss:  0.310
Epoch  16 Batch  881/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.338
Epoch  16 Batch  882/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.820, Loss:  0.357
Epoch  16 Batch  883/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.824, Loss:  0.391
Epoch  16 Batch  884/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.819, Loss:  0.315
Epoch  16 Batch  885/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.820, Loss:  0.282
Epoch  16 Batch  886/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.821, Loss:  0.323
Epoch  16 Batch  887/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.345
Epoch  16 Batch  888/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.819, Loss:  0.322
Epoch  16 Batch  889/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.815, Loss:  0.328
Epoch  16 Batch  890/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.816, Loss:  0.318
Epoch  16 Batch  891/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.816, Loss:  0.338
Epoch  16 Batch  892/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.815, Loss:  0.298
Epoch  16 Batch  893/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.812, Loss:  0.315
Epoch  16 Batch  894/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.813, Loss:  0.284
Epoch  16 Batch  895/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.816, Loss:  0.335
Epoch  16 Batch  896/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.818, Loss:  0.349
Epoch  16 Batch  897/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.814, Loss:  0.282
Epoch  16 Batch  898/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.819, Loss:  0.293
Epoch  16 Batch  899/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.819, Loss:  0.316
Epoch  16 Batch  900/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.820, Loss:  0.347
Epoch  16 Batch  901/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.342
Epoch  16 Batch  902/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.325
Epoch  16 Batch  903/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.834, Loss:  0.307
Epoch  16 Batch  904/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.827, Loss:  0.312
Epoch  16 Batch  905/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.827, Loss:  0.310
Epoch  16 Batch  906/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.316
Epoch  16 Batch  907/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.824, Loss:  0.316
Epoch  16 Batch  908/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.822, Loss:  0.339
Epoch  16 Batch  909/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.821, Loss:  0.336
Epoch  16 Batch  910/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.821, Loss:  0.316
Epoch  16 Batch  911/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.826, Loss:  0.287
Epoch  16 Batch  912/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.837, Loss:  0.319
Epoch  16 Batch  913/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.365
Epoch  16 Batch  914/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.830, Loss:  0.309
Epoch  16 Batch  915/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.829, Loss:  0.351
Epoch  16 Batch  916/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.352
Epoch  16 Batch  917/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.837, Loss:  0.329
Epoch  16 Batch  918/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.837, Loss:  0.300
Epoch  16 Batch  919/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.841, Loss:  0.320
Epoch  16 Batch  920/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.835, Loss:  0.333
Epoch  16 Batch  921/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.834, Loss:  0.353
Epoch  16 Batch  922/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.833, Loss:  0.306
Epoch  16 Batch  923/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.833, Loss:  0.317
Epoch  16 Batch  924/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.354
Epoch  16 Batch  925/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.833, Loss:  0.310
Epoch  16 Batch  926/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.313
Epoch  16 Batch  927/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.831, Loss:  0.353
Epoch  16 Batch  928/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.334
Epoch  16 Batch  929/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.347
Epoch  16 Batch  930/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.822, Loss:  0.299
Epoch  16 Batch  931/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.822, Loss:  0.307
Epoch  16 Batch  932/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.317
Epoch  16 Batch  933/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.814, Loss:  0.331
Epoch  16 Batch  934/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.826, Loss:  0.319
Epoch  16 Batch  935/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.826, Loss:  0.336
Epoch  16 Batch  936/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.334
Epoch  16 Batch  937/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.832, Loss:  0.361
Epoch  16 Batch  938/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.343
Epoch  16 Batch  939/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.341
Epoch  16 Batch  940/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.827, Loss:  0.333
Epoch  16 Batch  941/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.306
Epoch  16 Batch  942/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.832, Loss:  0.336
Epoch  16 Batch  943/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.329
Epoch  16 Batch  944/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.838, Loss:  0.305
Epoch  16 Batch  945/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.309
Epoch  16 Batch  946/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.841, Loss:  0.328
Epoch  16 Batch  947/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.839, Loss:  0.365
Epoch  16 Batch  948/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.832, Loss:  0.319
Epoch  16 Batch  949/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.833, Loss:  0.290
Epoch  16 Batch  950/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.821, Loss:  0.315
Epoch  16 Batch  951/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.317
Epoch  16 Batch  952/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.820, Loss:  0.312
Epoch  16 Batch  953/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.817, Loss:  0.305
Epoch  16 Batch  954/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.829, Loss:  0.346
Epoch  16 Batch  955/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.832, Loss:  0.327
Epoch  16 Batch  956/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.824, Loss:  0.317
Epoch  16 Batch  957/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.317
Epoch  16 Batch  958/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.818, Loss:  0.311
Epoch  16 Batch  959/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.820, Loss:  0.303
Epoch  16 Batch  960/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.818, Loss:  0.307
Epoch  16 Batch  961/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.818, Loss:  0.336
Epoch  16 Batch  962/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.321
Epoch  16 Batch  963/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.823, Loss:  0.374
Epoch  16 Batch  964/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.823, Loss:  0.299
Epoch  16 Batch  965/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.828, Loss:  0.347
Epoch  16 Batch  966/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.817, Loss:  0.273
Epoch  16 Batch  967/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.294
Epoch  16 Batch  968/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.825, Loss:  0.354
Epoch  16 Batch  969/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.332
Epoch  16 Batch  970/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.346
Epoch  16 Batch  971/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.832, Loss:  0.326
Epoch  16 Batch  972/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.835, Loss:  0.300
Epoch  16 Batch  973/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.843, Loss:  0.293
Epoch  16 Batch  974/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.843, Loss:  0.308
Epoch  16 Batch  975/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.298
Epoch  16 Batch  976/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.843, Loss:  0.311
Epoch  16 Batch  977/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.300
Epoch  16 Batch  978/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.839, Loss:  0.322
Epoch  16 Batch  979/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.838, Loss:  0.344
Epoch  16 Batch  980/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.835, Loss:  0.317
Epoch  16 Batch  981/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.837, Loss:  0.337
Epoch  16 Batch  982/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.297
Epoch  16 Batch  983/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.836, Loss:  0.325
Epoch  16 Batch  984/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.836, Loss:  0.351
Epoch  16 Batch  985/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.838, Loss:  0.313
Epoch  16 Batch  986/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.837, Loss:  0.325
Epoch  16 Batch  987/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.836, Loss:  0.298
Epoch  16 Batch  988/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.831, Loss:  0.330
Epoch  16 Batch  989/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.832, Loss:  0.348
Epoch  16 Batch  990/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.827, Loss:  0.341
Epoch  16 Batch  991/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.822, Loss:  0.334
Epoch  16 Batch  992/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.820, Loss:  0.318
Epoch  16 Batch  993/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.817, Loss:  0.287
Epoch  16 Batch  994/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.817, Loss:  0.309
Epoch  16 Batch  995/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.827, Loss:  0.301
Epoch  16 Batch  996/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.828, Loss:  0.328
Epoch  16 Batch  997/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.826, Loss:  0.332
Epoch  16 Batch  998/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.822, Loss:  0.329
Epoch  16 Batch  999/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.317
Epoch  16 Batch 1000/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.306
Epoch  16 Batch 1001/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.826, Loss:  0.290
Epoch  16 Batch 1002/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.302
Epoch  16 Batch 1003/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.324
Epoch  16 Batch 1004/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.822, Loss:  0.327
Epoch  16 Batch 1005/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.311
Epoch  16 Batch 1006/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.825, Loss:  0.295
Epoch  16 Batch 1007/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.825, Loss:  0.299
Epoch  16 Batch 1008/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.350
Epoch  16 Batch 1009/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.820, Loss:  0.291
Epoch  16 Batch 1010/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.819, Loss:  0.328
Epoch  16 Batch 1011/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.817, Loss:  0.326
Epoch  16 Batch 1012/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.815, Loss:  0.296
Epoch  16 Batch 1013/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.813, Loss:  0.303
Epoch  16 Batch 1014/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.809, Loss:  0.349
Epoch  16 Batch 1015/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.819, Loss:  0.381
Epoch  16 Batch 1016/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.819, Loss:  0.332
Epoch  16 Batch 1017/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.325
Epoch  16 Batch 1018/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.815, Loss:  0.308
Epoch  16 Batch 1019/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.344
Epoch  16 Batch 1020/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.821, Loss:  0.313
Epoch  16 Batch 1021/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.821, Loss:  0.323
Epoch  16 Batch 1022/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.821, Loss:  0.289
Epoch  16 Batch 1023/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.820, Loss:  0.308
Epoch  16 Batch 1024/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.821, Loss:  0.346
Epoch  16 Batch 1025/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.821, Loss:  0.328
Epoch  16 Batch 1026/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.823, Loss:  0.321
Epoch  16 Batch 1027/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.818, Loss:  0.348
Epoch  16 Batch 1028/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.822, Loss:  0.316
Epoch  16 Batch 1029/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.826, Loss:  0.315
Epoch  16 Batch 1030/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.824, Loss:  0.331
Epoch  16 Batch 1031/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.829, Loss:  0.340
Epoch  16 Batch 1032/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.331
Epoch  16 Batch 1033/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.816, Loss:  0.302
Epoch  16 Batch 1034/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.821, Loss:  0.325
Epoch  16 Batch 1035/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.820, Loss:  0.287
Epoch  16 Batch 1036/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.346
Epoch  16 Batch 1037/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.822, Loss:  0.349
Epoch  16 Batch 1038/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.819, Loss:  0.323
Epoch  16 Batch 1039/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.816, Loss:  0.303
Epoch  16 Batch 1040/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.816, Loss:  0.344
Epoch  16 Batch 1041/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.343
Epoch  16 Batch 1042/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.327
Epoch  16 Batch 1043/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.833, Loss:  0.347
Epoch  16 Batch 1044/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.833, Loss:  0.313
Epoch  16 Batch 1045/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.834, Loss:  0.326
Epoch  16 Batch 1046/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.286
Epoch  16 Batch 1047/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.832, Loss:  0.332
Epoch  16 Batch 1048/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.300
Epoch  16 Batch 1049/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.832, Loss:  0.341
Epoch  16 Batch 1050/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.835, Loss:  0.306
Epoch  16 Batch 1051/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.837, Loss:  0.333
Epoch  16 Batch 1052/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.836, Loss:  0.311
Epoch  16 Batch 1053/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.836, Loss:  0.325
Epoch  16 Batch 1054/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.831, Loss:  0.328
Epoch  16 Batch 1055/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.302
Epoch  16 Batch 1056/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.828, Loss:  0.306
Epoch  16 Batch 1057/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.325
Epoch  16 Batch 1058/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.824, Loss:  0.357
Epoch  16 Batch 1059/1077 - Train Accuracy:  0.799, Validation Accuracy:  0.826, Loss:  0.361
Epoch  16 Batch 1060/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.823, Loss:  0.301
Epoch  16 Batch 1061/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.824, Loss:  0.332
Epoch  16 Batch 1062/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.321
Epoch  16 Batch 1063/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.822, Loss:  0.316
Epoch  16 Batch 1064/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.821, Loss:  0.315
Epoch  16 Batch 1065/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.820, Loss:  0.329
Epoch  16 Batch 1066/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.825, Loss:  0.302
Epoch  16 Batch 1067/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.826, Loss:  0.328
Epoch  16 Batch 1068/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.829, Loss:  0.306
Epoch  16 Batch 1069/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.831, Loss:  0.285
Epoch  16 Batch 1070/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.327
Epoch  16 Batch 1071/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.322
Epoch  16 Batch 1072/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.825, Loss:  0.317
Epoch  16 Batch 1073/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.817, Loss:  0.339
Epoch  16 Batch 1074/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.821, Loss:  0.352
Epoch  16 Batch 1075/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.348
Epoch  17 Batch    0/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.824, Loss:  0.294
Epoch  17 Batch    1/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.310
Epoch  17 Batch    2/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.827, Loss:  0.339
Epoch  17 Batch    3/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.830, Loss:  0.314
Epoch  17 Batch    4/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.332
Epoch  17 Batch    5/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.830, Loss:  0.354
Epoch  17 Batch    6/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.825, Loss:  0.321
Epoch  17 Batch    7/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.818, Loss:  0.297
Epoch  17 Batch    8/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.817, Loss:  0.309
Epoch  17 Batch    9/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.332
Epoch  17 Batch   10/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.814, Loss:  0.338
Epoch  17 Batch   11/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.814, Loss:  0.308
Epoch  17 Batch   12/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.818, Loss:  0.339
Epoch  17 Batch   13/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.818, Loss:  0.335
Epoch  17 Batch   14/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.819, Loss:  0.288
Epoch  17 Batch   15/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.821, Loss:  0.320
Epoch  17 Batch   16/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.822, Loss:  0.339
Epoch  17 Batch   17/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.825, Loss:  0.301
Epoch  17 Batch   18/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.310
Epoch  17 Batch   19/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.830, Loss:  0.334
Epoch  17 Batch   20/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.830, Loss:  0.292
Epoch  17 Batch   21/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.829, Loss:  0.344
Epoch  17 Batch   22/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.327
Epoch  17 Batch   23/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.832, Loss:  0.312
Epoch  17 Batch   24/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.309
Epoch  17 Batch   25/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.831, Loss:  0.305
Epoch  17 Batch   26/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.822, Loss:  0.333
Epoch  17 Batch   27/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.821, Loss:  0.267
Epoch  17 Batch   28/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.825, Loss:  0.333
Epoch  17 Batch   29/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.821, Loss:  0.325
Epoch  17 Batch   30/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.819, Loss:  0.313
Epoch  17 Batch   31/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.824, Loss:  0.313
Epoch  17 Batch   32/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.823, Loss:  0.289
Epoch  17 Batch   33/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.823, Loss:  0.299
Epoch  17 Batch   34/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.822, Loss:  0.313
Epoch  17 Batch   35/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.821, Loss:  0.328
Epoch  17 Batch   36/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.821, Loss:  0.294
Epoch  17 Batch   37/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.821, Loss:  0.331
Epoch  17 Batch   38/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.819, Loss:  0.341
Epoch  17 Batch   39/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.355
Epoch  17 Batch   40/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.818, Loss:  0.313
Epoch  17 Batch   41/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.815, Loss:  0.329
Epoch  17 Batch   42/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.325
Epoch  17 Batch   43/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.814, Loss:  0.307
Epoch  17 Batch   44/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.812, Loss:  0.326
Epoch  17 Batch   45/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.815, Loss:  0.317
Epoch  17 Batch   46/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.815, Loss:  0.336
Epoch  17 Batch   47/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.814, Loss:  0.335
Epoch  17 Batch   48/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.815, Loss:  0.364
Epoch  17 Batch   49/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.817, Loss:  0.331
Epoch  17 Batch   50/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.815, Loss:  0.298
Epoch  17 Batch   51/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.816, Loss:  0.322
Epoch  17 Batch   52/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.814, Loss:  0.329
Epoch  17 Batch   53/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.816, Loss:  0.314
Epoch  17 Batch   54/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.815, Loss:  0.360
Epoch  17 Batch   55/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.816, Loss:  0.301
Epoch  17 Batch   56/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.814, Loss:  0.277
Epoch  17 Batch   57/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.813, Loss:  0.309
Epoch  17 Batch   58/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.808, Loss:  0.302
Epoch  17 Batch   59/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.814, Loss:  0.326
Epoch  17 Batch   60/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.809, Loss:  0.320
Epoch  17 Batch   61/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.811, Loss:  0.336
Epoch  17 Batch   62/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.814, Loss:  0.337
Epoch  17 Batch   63/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.295
Epoch  17 Batch   64/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.817, Loss:  0.310
Epoch  17 Batch   65/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.321
Epoch  17 Batch   66/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.815, Loss:  0.285
Epoch  17 Batch   67/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.820, Loss:  0.312
Epoch  17 Batch   68/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.344
Epoch  17 Batch   69/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.339
Epoch  17 Batch   70/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.818, Loss:  0.333
Epoch  17 Batch   71/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.811, Loss:  0.310
Epoch  17 Batch   72/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.809, Loss:  0.312
Epoch  17 Batch   73/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.813, Loss:  0.329
Epoch  17 Batch   74/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.813, Loss:  0.277
Epoch  17 Batch   75/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.812, Loss:  0.336
Epoch  17 Batch   76/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.816, Loss:  0.296
Epoch  17 Batch   77/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.810, Loss:  0.330
Epoch  17 Batch   78/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.816, Loss:  0.337
Epoch  17 Batch   79/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.321
Epoch  17 Batch   80/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.819, Loss:  0.308
Epoch  17 Batch   81/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.305
Epoch  17 Batch   82/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.826, Loss:  0.286
Epoch  17 Batch   83/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.820, Loss:  0.335
Epoch  17 Batch   84/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.823, Loss:  0.321
Epoch  17 Batch   85/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.837, Loss:  0.292
Epoch  17 Batch   86/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.835, Loss:  0.326
Epoch  17 Batch   87/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.344
Epoch  17 Batch   88/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.830, Loss:  0.331
Epoch  17 Batch   89/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.317
Epoch  17 Batch   90/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.333
Epoch  17 Batch   91/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.828, Loss:  0.264
Epoch  17 Batch   92/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.327
Epoch  17 Batch   93/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.829, Loss:  0.325
Epoch  17 Batch   94/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.825, Loss:  0.287
Epoch  17 Batch   95/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.825, Loss:  0.329
Epoch  17 Batch   96/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.300
Epoch  17 Batch   97/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.824, Loss:  0.331
Epoch  17 Batch   98/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.300
Epoch  17 Batch   99/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.830, Loss:  0.326
Epoch  17 Batch  100/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.830, Loss:  0.322
Epoch  17 Batch  101/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.838, Loss:  0.317
Epoch  17 Batch  102/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.836, Loss:  0.294
Epoch  17 Batch  103/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.838, Loss:  0.353
Epoch  17 Batch  104/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.832, Loss:  0.308
Epoch  17 Batch  105/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.832, Loss:  0.320
Epoch  17 Batch  106/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.834, Loss:  0.352
Epoch  17 Batch  107/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.833, Loss:  0.304
Epoch  17 Batch  108/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.832, Loss:  0.289
Epoch  17 Batch  109/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.839, Loss:  0.318
Epoch  17 Batch  110/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.286
Epoch  17 Batch  111/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.344
Epoch  17 Batch  112/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.835, Loss:  0.306
Epoch  17 Batch  113/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.836, Loss:  0.322
Epoch  17 Batch  114/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.836, Loss:  0.306
Epoch  17 Batch  115/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.831, Loss:  0.330
Epoch  17 Batch  116/1077 - Train Accuracy:  0.784, Validation Accuracy:  0.834, Loss:  0.345
Epoch  17 Batch  117/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.836, Loss:  0.333
Epoch  17 Batch  118/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.840, Loss:  0.328
Epoch  17 Batch  119/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.315
Epoch  17 Batch  120/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.841, Loss:  0.334
Epoch  17 Batch  121/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.826, Loss:  0.309
Epoch  17 Batch  122/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.829, Loss:  0.331
Epoch  17 Batch  123/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.822, Loss:  0.271
Epoch  17 Batch  124/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.816, Loss:  0.351
Epoch  17 Batch  125/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.817, Loss:  0.332
Epoch  17 Batch  126/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.813, Loss:  0.287
Epoch  17 Batch  127/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.813, Loss:  0.308
Epoch  17 Batch  128/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.812, Loss:  0.298
Epoch  17 Batch  129/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.810, Loss:  0.309
Epoch  17 Batch  130/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.804, Loss:  0.282
Epoch  17 Batch  131/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.805, Loss:  0.314
Epoch  17 Batch  132/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.812, Loss:  0.313
Epoch  17 Batch  133/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.815, Loss:  0.322
Epoch  17 Batch  134/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.820, Loss:  0.314
Epoch  17 Batch  135/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.316
Epoch  17 Batch  136/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.318
Epoch  17 Batch  137/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.824, Loss:  0.269
Epoch  17 Batch  138/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.828, Loss:  0.303
Epoch  17 Batch  139/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.829, Loss:  0.329
Epoch  17 Batch  140/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.829, Loss:  0.338
Epoch  17 Batch  141/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.830, Loss:  0.308
Epoch  17 Batch  142/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.828, Loss:  0.289
Epoch  17 Batch  143/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.824, Loss:  0.329
Epoch  17 Batch  144/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.330
Epoch  17 Batch  145/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.320
Epoch  17 Batch  146/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.822, Loss:  0.359
Epoch  17 Batch  147/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.824, Loss:  0.350
Epoch  17 Batch  148/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.824, Loss:  0.323
Epoch  17 Batch  149/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.301
Epoch  17 Batch  150/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.303
Epoch  17 Batch  151/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.293
Epoch  17 Batch  152/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.825, Loss:  0.336
Epoch  17 Batch  153/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.826, Loss:  0.332
Epoch  17 Batch  154/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.823, Loss:  0.339
Epoch  17 Batch  155/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.326
Epoch  17 Batch  156/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.823, Loss:  0.330
Epoch  17 Batch  157/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.822, Loss:  0.332
Epoch  17 Batch  158/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.327
Epoch  17 Batch  159/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.821, Loss:  0.283
Epoch  17 Batch  160/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.825, Loss:  0.300
Epoch  17 Batch  161/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.307
Epoch  17 Batch  162/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.829, Loss:  0.351
Epoch  17 Batch  163/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.363
Epoch  17 Batch  164/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.330
Epoch  17 Batch  165/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.306
Epoch  17 Batch  166/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.832, Loss:  0.324
Epoch  17 Batch  167/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.832, Loss:  0.321
Epoch  17 Batch  168/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.829, Loss:  0.342
Epoch  17 Batch  169/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.326
Epoch  17 Batch  170/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.821, Loss:  0.346
Epoch  17 Batch  171/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.817, Loss:  0.301
Epoch  17 Batch  172/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.820, Loss:  0.286
Epoch  17 Batch  173/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.817, Loss:  0.316
Epoch  17 Batch  174/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.817, Loss:  0.306
Epoch  17 Batch  175/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.824, Loss:  0.299
Epoch  17 Batch  176/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.318
Epoch  17 Batch  177/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.323
Epoch  17 Batch  178/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.818, Loss:  0.302
Epoch  17 Batch  179/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.821, Loss:  0.305
Epoch  17 Batch  180/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.294
Epoch  17 Batch  181/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.827, Loss:  0.339
Epoch  17 Batch  182/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.826, Loss:  0.318
Epoch  17 Batch  183/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.832, Loss:  0.326
Epoch  17 Batch  184/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.840, Loss:  0.303
Epoch  17 Batch  185/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.838, Loss:  0.330
Epoch  17 Batch  186/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.323
Epoch  17 Batch  187/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.293
Epoch  17 Batch  188/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.305
Epoch  17 Batch  189/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.839, Loss:  0.313
Epoch  17 Batch  190/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.834, Loss:  0.315
Epoch  17 Batch  191/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.282
Epoch  17 Batch  192/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.830, Loss:  0.330
Epoch  17 Batch  193/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.831, Loss:  0.299
Epoch  17 Batch  194/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.835, Loss:  0.290
Epoch  17 Batch  195/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.839, Loss:  0.320
Epoch  17 Batch  196/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.840, Loss:  0.311
Epoch  17 Batch  197/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.840, Loss:  0.297
Epoch  17 Batch  198/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.833, Loss:  0.293
Epoch  17 Batch  199/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.295
Epoch  17 Batch  200/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.331
Epoch  17 Batch  201/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.833, Loss:  0.287
Epoch  17 Batch  202/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.835, Loss:  0.337
Epoch  17 Batch  203/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.834, Loss:  0.314
Epoch  17 Batch  204/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.832, Loss:  0.343
Epoch  17 Batch  205/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.831, Loss:  0.336
Epoch  17 Batch  206/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.835, Loss:  0.316
Epoch  17 Batch  207/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.842, Loss:  0.313
Epoch  17 Batch  208/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.845, Loss:  0.313
Epoch  17 Batch  209/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.845, Loss:  0.284
Epoch  17 Batch  210/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.311
Epoch  17 Batch  211/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.840, Loss:  0.289
Epoch  17 Batch  212/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.831, Loss:  0.279
Epoch  17 Batch  213/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.287
Epoch  17 Batch  214/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.824, Loss:  0.296
Epoch  17 Batch  215/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.826, Loss:  0.344
Epoch  17 Batch  216/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.826, Loss:  0.315
Epoch  17 Batch  217/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.294
Epoch  17 Batch  218/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.319
Epoch  17 Batch  219/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.826, Loss:  0.310
Epoch  17 Batch  220/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.326
Epoch  17 Batch  221/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.832, Loss:  0.298
Epoch  17 Batch  222/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.835, Loss:  0.332
Epoch  17 Batch  223/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.842, Loss:  0.272
Epoch  17 Batch  224/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.842, Loss:  0.309
Epoch  17 Batch  225/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.321
Epoch  17 Batch  226/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.844, Loss:  0.312
Epoch  17 Batch  227/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.844, Loss:  0.353
Epoch  17 Batch  228/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.304
Epoch  17 Batch  229/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.833, Loss:  0.316
Epoch  17 Batch  230/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.288
Epoch  17 Batch  231/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.336
Epoch  17 Batch  232/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.827, Loss:  0.325
Epoch  17 Batch  233/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.358
Epoch  17 Batch  234/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.831, Loss:  0.330
Epoch  17 Batch  235/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.837, Loss:  0.302
Epoch  17 Batch  236/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.836, Loss:  0.323
Epoch  17 Batch  237/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.840, Loss:  0.271
Epoch  17 Batch  238/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.838, Loss:  0.321
Epoch  17 Batch  239/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.840, Loss:  0.283
Epoch  17 Batch  240/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.842, Loss:  0.300
Epoch  17 Batch  241/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.833, Loss:  0.296
Epoch  17 Batch  242/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.833, Loss:  0.290
Epoch  17 Batch  243/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.830, Loss:  0.340
Epoch  17 Batch  244/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.314
Epoch  17 Batch  245/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.297
Epoch  17 Batch  246/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.826, Loss:  0.315
Epoch  17 Batch  247/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.826, Loss:  0.321
Epoch  17 Batch  248/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.825, Loss:  0.292
Epoch  17 Batch  249/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.325
Epoch  17 Batch  250/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.294
Epoch  17 Batch  251/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.833, Loss:  0.323
Epoch  17 Batch  252/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.831, Loss:  0.302
Epoch  17 Batch  253/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.299
Epoch  17 Batch  254/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.829, Loss:  0.313
Epoch  17 Batch  255/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.837, Loss:  0.317
Epoch  17 Batch  256/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.847, Loss:  0.346
Epoch  17 Batch  257/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.842, Loss:  0.315
Epoch  17 Batch  258/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.845, Loss:  0.301
Epoch  17 Batch  259/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.306
Epoch  17 Batch  260/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.844, Loss:  0.301
Epoch  17 Batch  261/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.844, Loss:  0.309
Epoch  17 Batch  262/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.286
Epoch  17 Batch  263/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.301
Epoch  17 Batch  264/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.845, Loss:  0.320
Epoch  17 Batch  265/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.839, Loss:  0.303
Epoch  17 Batch  266/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.835, Loss:  0.326
Epoch  17 Batch  267/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.839, Loss:  0.288
Epoch  17 Batch  268/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.324
Epoch  17 Batch  269/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.837, Loss:  0.329
Epoch  17 Batch  270/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.836, Loss:  0.373
Epoch  17 Batch  271/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.835, Loss:  0.300
Epoch  17 Batch  272/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.838, Loss:  0.365
Epoch  17 Batch  273/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.291
Epoch  17 Batch  274/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.842, Loss:  0.311
Epoch  17 Batch  275/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.318
Epoch  17 Batch  276/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.844, Loss:  0.358
Epoch  17 Batch  277/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.841, Loss:  0.271
Epoch  17 Batch  278/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.836, Loss:  0.343
Epoch  17 Batch  279/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.836, Loss:  0.357
Epoch  17 Batch  280/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.830, Loss:  0.321
Epoch  17 Batch  281/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.824, Loss:  0.324
Epoch  17 Batch  282/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.364
Epoch  17 Batch  283/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.824, Loss:  0.308
Epoch  17 Batch  284/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.841, Loss:  0.340
Epoch  17 Batch  285/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.323
Epoch  17 Batch  286/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.837, Loss:  0.300
Epoch  17 Batch  287/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.833, Loss:  0.302
Epoch  17 Batch  288/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.831, Loss:  0.343
Epoch  17 Batch  289/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.828, Loss:  0.307
Epoch  17 Batch  290/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.338
Epoch  17 Batch  291/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.839, Loss:  0.336
Epoch  17 Batch  292/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.841, Loss:  0.298
Epoch  17 Batch  293/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.843, Loss:  0.338
Epoch  17 Batch  294/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.299
Epoch  17 Batch  295/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.836, Loss:  0.351
Epoch  17 Batch  296/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.301
Epoch  17 Batch  297/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.837, Loss:  0.336
Epoch  17 Batch  298/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.836, Loss:  0.346
Epoch  17 Batch  299/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.827, Loss:  0.297
Epoch  17 Batch  300/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.826, Loss:  0.310
Epoch  17 Batch  301/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.300
Epoch  17 Batch  302/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.828, Loss:  0.319
Epoch  17 Batch  303/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.825, Loss:  0.315
Epoch  17 Batch  304/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.827, Loss:  0.288
Epoch  17 Batch  305/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.832, Loss:  0.324
Epoch  17 Batch  306/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.828, Loss:  0.310
Epoch  17 Batch  307/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.822, Loss:  0.301
Epoch  17 Batch  308/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.359
Epoch  17 Batch  309/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.829, Loss:  0.284
Epoch  17 Batch  310/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.334
Epoch  17 Batch  311/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.823, Loss:  0.291
Epoch  17 Batch  312/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.821, Loss:  0.346
Epoch  17 Batch  313/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.301
Epoch  17 Batch  314/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.817, Loss:  0.324
Epoch  17 Batch  315/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.826, Loss:  0.284
Epoch  17 Batch  316/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.290
Epoch  17 Batch  317/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.822, Loss:  0.346
Epoch  17 Batch  318/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.828, Loss:  0.306
Epoch  17 Batch  319/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.333
Epoch  17 Batch  320/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.314
Epoch  17 Batch  321/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.830, Loss:  0.321
Epoch  17 Batch  322/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.284
Epoch  17 Batch  323/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.300
Epoch  17 Batch  324/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.831, Loss:  0.319
Epoch  17 Batch  325/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.297
Epoch  17 Batch  326/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.828, Loss:  0.302
Epoch  17 Batch  327/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.827, Loss:  0.343
Epoch  17 Batch  328/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.334
Epoch  17 Batch  329/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.332
Epoch  17 Batch  330/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.827, Loss:  0.322
Epoch  17 Batch  331/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.320
Epoch  17 Batch  332/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.832, Loss:  0.278
Epoch  17 Batch  333/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.831, Loss:  0.310
Epoch  17 Batch  334/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.827, Loss:  0.307
Epoch  17 Batch  335/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.832, Loss:  0.306
Epoch  17 Batch  336/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.324
Epoch  17 Batch  337/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.833, Loss:  0.323
Epoch  17 Batch  338/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.830, Loss:  0.354
Epoch  17 Batch  339/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.833, Loss:  0.293
Epoch  17 Batch  340/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.826, Loss:  0.306
Epoch  17 Batch  341/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.350
Epoch  17 Batch  342/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.826, Loss:  0.303
Epoch  17 Batch  343/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.824, Loss:  0.310
Epoch  17 Batch  344/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.836, Loss:  0.302
Epoch  17 Batch  345/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.825, Loss:  0.313
Epoch  17 Batch  346/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.840, Loss:  0.332
Epoch  17 Batch  347/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.291
Epoch  17 Batch  348/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.278
Epoch  17 Batch  349/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.837, Loss:  0.298
Epoch  17 Batch  350/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.837, Loss:  0.334
Epoch  17 Batch  351/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.343
Epoch  17 Batch  352/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.823, Loss:  0.326
Epoch  17 Batch  353/1077 - Train Accuracy:  0.789, Validation Accuracy:  0.825, Loss:  0.344
Epoch  17 Batch  354/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.820, Loss:  0.331
Epoch  17 Batch  355/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.334
Epoch  17 Batch  356/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.824, Loss:  0.312
Epoch  17 Batch  357/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.285
Epoch  17 Batch  358/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.819, Loss:  0.330
Epoch  17 Batch  359/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.821, Loss:  0.314
Epoch  17 Batch  360/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.821, Loss:  0.308
Epoch  17 Batch  361/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.820, Loss:  0.326
Epoch  17 Batch  362/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.819, Loss:  0.312
Epoch  17 Batch  363/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.821, Loss:  0.344
Epoch  17 Batch  364/1077 - Train Accuracy:  0.801, Validation Accuracy:  0.821, Loss:  0.339
Epoch  17 Batch  365/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.819, Loss:  0.312
Epoch  17 Batch  366/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.831, Loss:  0.299
Epoch  17 Batch  367/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.261
Epoch  17 Batch  368/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.825, Loss:  0.322
Epoch  17 Batch  369/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.296
Epoch  17 Batch  370/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.828, Loss:  0.309
Epoch  17 Batch  371/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.309
Epoch  17 Batch  372/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.831, Loss:  0.299
Epoch  17 Batch  373/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.276
Epoch  17 Batch  374/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.835, Loss:  0.346
Epoch  17 Batch  375/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.294
Epoch  17 Batch  376/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.830, Loss:  0.313
Epoch  17 Batch  377/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.833, Loss:  0.330
Epoch  17 Batch  378/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.833, Loss:  0.277
Epoch  17 Batch  379/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.831, Loss:  0.324
Epoch  17 Batch  380/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.830, Loss:  0.298
Epoch  17 Batch  381/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.835, Loss:  0.322
Epoch  17 Batch  382/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.836, Loss:  0.357
Epoch  17 Batch  383/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.827, Loss:  0.302
Epoch  17 Batch  384/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.830, Loss:  0.321
Epoch  17 Batch  385/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.826, Loss:  0.313
Epoch  17 Batch  386/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.824, Loss:  0.310
Epoch  17 Batch  387/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.291
Epoch  17 Batch  388/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.303
Epoch  17 Batch  389/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.827, Loss:  0.313
Epoch  17 Batch  390/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.336
Epoch  17 Batch  391/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.308
Epoch  17 Batch  392/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.819, Loss:  0.293
Epoch  17 Batch  393/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.824, Loss:  0.287
Epoch  17 Batch  394/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.819, Loss:  0.326
Epoch  17 Batch  395/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.824, Loss:  0.295
Epoch  17 Batch  396/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.325
Epoch  17 Batch  397/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.824, Loss:  0.311
Epoch  17 Batch  398/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.338
Epoch  17 Batch  399/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.826, Loss:  0.352
Epoch  17 Batch  400/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.826, Loss:  0.326
Epoch  17 Batch  401/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.307
Epoch  17 Batch  402/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.828, Loss:  0.300
Epoch  17 Batch  403/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.827, Loss:  0.322
Epoch  17 Batch  404/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.286
Epoch  17 Batch  405/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.841, Loss:  0.330
Epoch  17 Batch  406/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.841, Loss:  0.300
Epoch  17 Batch  407/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.839, Loss:  0.354
Epoch  17 Batch  408/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.837, Loss:  0.306
Epoch  17 Batch  409/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.835, Loss:  0.344
Epoch  17 Batch  410/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.832, Loss:  0.346
Epoch  17 Batch  411/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.830, Loss:  0.308
Epoch  17 Batch  412/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.830, Loss:  0.294
Epoch  17 Batch  413/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.300
Epoch  17 Batch  414/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.831, Loss:  0.313
Epoch  17 Batch  415/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.827, Loss:  0.308
Epoch  17 Batch  416/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.826, Loss:  0.324
Epoch  17 Batch  417/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.821, Loss:  0.360
Epoch  17 Batch  418/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.820, Loss:  0.300
Epoch  17 Batch  419/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.819, Loss:  0.302
Epoch  17 Batch  420/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.819, Loss:  0.297
Epoch  17 Batch  421/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.335
Epoch  17 Batch  422/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.817, Loss:  0.319
Epoch  17 Batch  423/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.816, Loss:  0.347
Epoch  17 Batch  424/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.823, Loss:  0.317
Epoch  17 Batch  425/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.817, Loss:  0.294
Epoch  17 Batch  426/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.824, Loss:  0.354
Epoch  17 Batch  427/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.829, Loss:  0.306
Epoch  17 Batch  428/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.823, Loss:  0.298
Epoch  17 Batch  429/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.821, Loss:  0.301
Epoch  17 Batch  430/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.821, Loss:  0.299
Epoch  17 Batch  431/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.820, Loss:  0.306
Epoch  17 Batch  432/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.816, Loss:  0.320
Epoch  17 Batch  433/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.821, Loss:  0.328
Epoch  17 Batch  434/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.817, Loss:  0.313
Epoch  17 Batch  435/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.819, Loss:  0.347
Epoch  17 Batch  436/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.816, Loss:  0.301
Epoch  17 Batch  437/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.814, Loss:  0.302
Epoch  17 Batch  438/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.814, Loss:  0.314
Epoch  17 Batch  439/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.814, Loss:  0.330
Epoch  17 Batch  440/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.814, Loss:  0.316
Epoch  17 Batch  441/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.812, Loss:  0.303
Epoch  17 Batch  442/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.813, Loss:  0.299
Epoch  17 Batch  443/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.814, Loss:  0.299
Epoch  17 Batch  444/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.813, Loss:  0.291
Epoch  17 Batch  445/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.814, Loss:  0.338
Epoch  17 Batch  446/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.815, Loss:  0.268
Epoch  17 Batch  447/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.816, Loss:  0.324
Epoch  17 Batch  448/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.810, Loss:  0.338
Epoch  17 Batch  449/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.810, Loss:  0.326
Epoch  17 Batch  450/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.810, Loss:  0.302
Epoch  17 Batch  451/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.285
Epoch  17 Batch  452/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.817, Loss:  0.320
Epoch  17 Batch  453/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.815, Loss:  0.297
Epoch  17 Batch  454/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.812, Loss:  0.329
Epoch  17 Batch  455/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.811, Loss:  0.306
Epoch  17 Batch  456/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.328
Epoch  17 Batch  457/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.812, Loss:  0.282
Epoch  17 Batch  458/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.820, Loss:  0.320
Epoch  17 Batch  459/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.297
Epoch  17 Batch  460/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.333
Epoch  17 Batch  461/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.314
Epoch  17 Batch  462/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.826, Loss:  0.286
Epoch  17 Batch  463/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.318
Epoch  17 Batch  464/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.824, Loss:  0.291
Epoch  17 Batch  465/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.811, Loss:  0.344
Epoch  17 Batch  466/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.810, Loss:  0.288
Epoch  17 Batch  467/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.813, Loss:  0.307
Epoch  17 Batch  468/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.814, Loss:  0.306
Epoch  17 Batch  469/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.814, Loss:  0.315
Epoch  17 Batch  470/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.816, Loss:  0.340
Epoch  17 Batch  471/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.815, Loss:  0.299
Epoch  17 Batch  472/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.818, Loss:  0.281
Epoch  17 Batch  473/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.819, Loss:  0.335
Epoch  17 Batch  474/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.327
Epoch  17 Batch  475/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.301
Epoch  17 Batch  476/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.815, Loss:  0.302
Epoch  17 Batch  477/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.812, Loss:  0.287
Epoch  17 Batch  478/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.811, Loss:  0.305
Epoch  17 Batch  479/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.814, Loss:  0.336
Epoch  17 Batch  480/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.814, Loss:  0.323
Epoch  17 Batch  481/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.810, Loss:  0.303
Epoch  17 Batch  482/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.810, Loss:  0.330
Epoch  17 Batch  483/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.816, Loss:  0.328
Epoch  17 Batch  484/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.811, Loss:  0.308
Epoch  17 Batch  485/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.811, Loss:  0.307
Epoch  17 Batch  486/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.821, Loss:  0.307
Epoch  17 Batch  487/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.817, Loss:  0.323
Epoch  17 Batch  488/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.820, Loss:  0.315
Epoch  17 Batch  489/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.298
Epoch  17 Batch  490/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.824, Loss:  0.318
Epoch  17 Batch  491/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.316
Epoch  17 Batch  492/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.826, Loss:  0.358
Epoch  17 Batch  493/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.824, Loss:  0.295
Epoch  17 Batch  494/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.312
Epoch  17 Batch  495/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.317
Epoch  17 Batch  496/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.347
Epoch  17 Batch  497/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.827, Loss:  0.336
Epoch  17 Batch  498/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.830, Loss:  0.294
Epoch  17 Batch  499/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.828, Loss:  0.298
Epoch  17 Batch  500/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.827, Loss:  0.293
Epoch  17 Batch  501/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.820, Loss:  0.305
Epoch  17 Batch  502/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.819, Loss:  0.319
Epoch  17 Batch  503/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.821, Loss:  0.282
Epoch  17 Batch  504/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.818, Loss:  0.308
Epoch  17 Batch  505/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.823, Loss:  0.269
Epoch  17 Batch  506/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.823, Loss:  0.293
Epoch  17 Batch  507/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.823, Loss:  0.303
Epoch  17 Batch  508/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.827, Loss:  0.296
Epoch  17 Batch  509/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.832, Loss:  0.331
Epoch  17 Batch  510/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.830, Loss:  0.318
Epoch  17 Batch  511/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.837, Loss:  0.323
Epoch  17 Batch  512/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.302
Epoch  17 Batch  513/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.836, Loss:  0.323
Epoch  17 Batch  514/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.835, Loss:  0.313
Epoch  17 Batch  515/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.833, Loss:  0.307
Epoch  17 Batch  516/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.833, Loss:  0.279
Epoch  17 Batch  517/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.824, Loss:  0.313
Epoch  17 Batch  518/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.826, Loss:  0.301
Epoch  17 Batch  519/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.824, Loss:  0.323
Epoch  17 Batch  520/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.830, Loss:  0.291
Epoch  17 Batch  521/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.307
Epoch  17 Batch  522/1077 - Train Accuracy:  0.798, Validation Accuracy:  0.821, Loss:  0.339
Epoch  17 Batch  523/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.318
Epoch  17 Batch  524/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.830, Loss:  0.303
Epoch  17 Batch  525/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.834, Loss:  0.325
Epoch  17 Batch  526/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.835, Loss:  0.300
Epoch  17 Batch  527/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.834, Loss:  0.333
Epoch  17 Batch  528/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.834, Loss:  0.293
Epoch  17 Batch  529/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.830, Loss:  0.293
Epoch  17 Batch  530/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.829, Loss:  0.322
Epoch  17 Batch  531/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.830, Loss:  0.296
Epoch  17 Batch  532/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.828, Loss:  0.344
Epoch  17 Batch  533/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.828, Loss:  0.337
Epoch  17 Batch  534/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.830, Loss:  0.305
Epoch  17 Batch  535/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.832, Loss:  0.293
Epoch  17 Batch  536/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.295
Epoch  17 Batch  537/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.830, Loss:  0.300
Epoch  17 Batch  538/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.839, Loss:  0.291
Epoch  17 Batch  539/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.838, Loss:  0.330
Epoch  17 Batch  540/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.828, Loss:  0.299
Epoch  17 Batch  541/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.826, Loss:  0.306
Epoch  17 Batch  542/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.298
Epoch  17 Batch  543/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.327
Epoch  17 Batch  544/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.835, Loss:  0.296
Epoch  17 Batch  545/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.340
Epoch  17 Batch  546/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.832, Loss:  0.330
Epoch  17 Batch  547/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.833, Loss:  0.295
Epoch  17 Batch  548/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.832, Loss:  0.313
Epoch  17 Batch  549/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.827, Loss:  0.362
Epoch  17 Batch  550/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.831, Loss:  0.324
Epoch  17 Batch  551/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.326
Epoch  17 Batch  552/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.318
Epoch  17 Batch  553/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.313
Epoch  17 Batch  554/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.835, Loss:  0.298
Epoch  17 Batch  555/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.835, Loss:  0.318
Epoch  17 Batch  556/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.834, Loss:  0.272
Epoch  17 Batch  557/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.833, Loss:  0.318
Epoch  17 Batch  558/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.831, Loss:  0.296
Epoch  17 Batch  559/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.835, Loss:  0.303
Epoch  17 Batch  560/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.824, Loss:  0.328
Epoch  17 Batch  561/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.294
Epoch  17 Batch  562/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.828, Loss:  0.291
Epoch  17 Batch  563/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.829, Loss:  0.325
Epoch  17 Batch  564/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.831, Loss:  0.328
Epoch  17 Batch  565/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.838, Loss:  0.347
Epoch  17 Batch  566/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.336
Epoch  17 Batch  567/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.317
Epoch  17 Batch  568/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.830, Loss:  0.299
Epoch  17 Batch  569/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.338
Epoch  17 Batch  570/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.831, Loss:  0.341
Epoch  17 Batch  571/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.291
Epoch  17 Batch  572/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.829, Loss:  0.289
Epoch  17 Batch  573/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.814, Loss:  0.338
Epoch  17 Batch  574/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.815, Loss:  0.321
Epoch  17 Batch  575/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.814, Loss:  0.314
Epoch  17 Batch  576/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.814, Loss:  0.303
Epoch  17 Batch  577/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.813, Loss:  0.351
Epoch  17 Batch  578/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.812, Loss:  0.327
Epoch  17 Batch  579/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.815, Loss:  0.290
Epoch  17 Batch  580/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.815, Loss:  0.289
Epoch  17 Batch  581/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.815, Loss:  0.286
Epoch  17 Batch  582/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.815, Loss:  0.317
Epoch  17 Batch  583/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.811, Loss:  0.342
Epoch  17 Batch  584/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.808, Loss:  0.326
Epoch  17 Batch  585/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.808, Loss:  0.282
Epoch  17 Batch  586/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.808, Loss:  0.326
Epoch  17 Batch  587/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.810, Loss:  0.289
Epoch  17 Batch  588/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.817, Loss:  0.304
Epoch  17 Batch  589/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.822, Loss:  0.310
Epoch  17 Batch  590/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.828, Loss:  0.304
Epoch  17 Batch  591/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.825, Loss:  0.287
Epoch  17 Batch  592/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.824, Loss:  0.330
Epoch  17 Batch  593/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.824, Loss:  0.319
Epoch  17 Batch  594/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.827, Loss:  0.330
Epoch  17 Batch  595/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.826, Loss:  0.336
Epoch  17 Batch  596/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.827, Loss:  0.319
Epoch  17 Batch  597/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.338
Epoch  17 Batch  598/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.823, Loss:  0.297
Epoch  17 Batch  599/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.823, Loss:  0.362
Epoch  17 Batch  600/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.303
Epoch  17 Batch  601/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.818, Loss:  0.316
Epoch  17 Batch  602/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.822, Loss:  0.303
Epoch  17 Batch  603/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.313
Epoch  17 Batch  604/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.819, Loss:  0.324
Epoch  17 Batch  605/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.820, Loss:  0.352
Epoch  17 Batch  606/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.817, Loss:  0.280
Epoch  17 Batch  607/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.820, Loss:  0.290
Epoch  17 Batch  608/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.820, Loss:  0.323
Epoch  17 Batch  609/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.820, Loss:  0.350
Epoch  17 Batch  610/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.339
Epoch  17 Batch  611/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.827, Loss:  0.312
Epoch  17 Batch  612/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.828, Loss:  0.285
Epoch  17 Batch  613/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.314
Epoch  17 Batch  614/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.823, Loss:  0.303
Epoch  17 Batch  615/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.315
Epoch  17 Batch  616/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.316
Epoch  17 Batch  617/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.826, Loss:  0.309
Epoch  17 Batch  618/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.830, Loss:  0.324
Epoch  17 Batch  619/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.328
Epoch  17 Batch  620/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.832, Loss:  0.291
Epoch  17 Batch  621/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.832, Loss:  0.316
Epoch  17 Batch  622/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.827, Loss:  0.339
Epoch  17 Batch  623/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.828, Loss:  0.335
Epoch  17 Batch  624/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.826, Loss:  0.303
Epoch  17 Batch  625/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.829, Loss:  0.320
Epoch  17 Batch  626/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.830, Loss:  0.291
Epoch  17 Batch  627/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.818, Loss:  0.314
Epoch  17 Batch  628/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.816, Loss:  0.329
Epoch  17 Batch  629/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.315
Epoch  17 Batch  630/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.826, Loss:  0.322
Epoch  17 Batch  631/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.829, Loss:  0.315
Epoch  17 Batch  632/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.835, Loss:  0.317
Epoch  17 Batch  633/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.838, Loss:  0.334
Epoch  17 Batch  634/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.837, Loss:  0.289
Epoch  17 Batch  635/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.823, Loss:  0.343
Epoch  17 Batch  636/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.824, Loss:  0.318
Epoch  17 Batch  637/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.820, Loss:  0.302
Epoch  17 Batch  638/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.820, Loss:  0.302
Epoch  17 Batch  639/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.814, Loss:  0.322
Epoch  17 Batch  640/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.812, Loss:  0.284
Epoch  17 Batch  641/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.817, Loss:  0.305
Epoch  17 Batch  642/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.307
Epoch  17 Batch  643/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.821, Loss:  0.287
Epoch  17 Batch  644/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.816, Loss:  0.310
Epoch  17 Batch  645/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.821, Loss:  0.314
Epoch  17 Batch  646/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.835, Loss:  0.313
Epoch  17 Batch  647/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.294
Epoch  17 Batch  648/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.295
Epoch  17 Batch  649/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.842, Loss:  0.347
Epoch  17 Batch  650/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.847, Loss:  0.322
Epoch  17 Batch  651/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.847, Loss:  0.289
Epoch  17 Batch  652/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.845, Loss:  0.349
Epoch  17 Batch  653/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.326
Epoch  17 Batch  654/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.300
Epoch  17 Batch  655/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.838, Loss:  0.324
Epoch  17 Batch  656/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.830, Loss:  0.316
Epoch  17 Batch  657/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.827, Loss:  0.336
Epoch  17 Batch  658/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.281
Epoch  17 Batch  659/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.820, Loss:  0.310
Epoch  17 Batch  660/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.813, Loss:  0.314
Epoch  17 Batch  661/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.822, Loss:  0.288
Epoch  17 Batch  662/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.821, Loss:  0.294
Epoch  17 Batch  663/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.817, Loss:  0.276
Epoch  17 Batch  664/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.818, Loss:  0.316
Epoch  17 Batch  665/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.824, Loss:  0.313
Epoch  17 Batch  666/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.824, Loss:  0.329
Epoch  17 Batch  667/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.825, Loss:  0.322
Epoch  17 Batch  668/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.301
Epoch  17 Batch  669/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.829, Loss:  0.289
Epoch  17 Batch  670/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.826, Loss:  0.295
Epoch  17 Batch  671/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.829, Loss:  0.352
Epoch  17 Batch  672/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.831, Loss:  0.294
Epoch  17 Batch  673/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.297
Epoch  17 Batch  674/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.833, Loss:  0.307
Epoch  17 Batch  675/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.832, Loss:  0.318
Epoch  17 Batch  676/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.831, Loss:  0.311
Epoch  17 Batch  677/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.341
Epoch  17 Batch  678/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.820, Loss:  0.298
Epoch  17 Batch  679/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.826, Loss:  0.331
Epoch  17 Batch  680/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.820, Loss:  0.286
Epoch  17 Batch  681/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.819, Loss:  0.329
Epoch  17 Batch  682/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.301
Epoch  17 Batch  683/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.824, Loss:  0.313
Epoch  17 Batch  684/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.827, Loss:  0.296
Epoch  17 Batch  685/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.322
Epoch  17 Batch  686/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.290
Epoch  17 Batch  687/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.337
Epoch  17 Batch  688/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.817, Loss:  0.288
Epoch  17 Batch  689/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.822, Loss:  0.291
Epoch  17 Batch  690/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.827, Loss:  0.296
Epoch  17 Batch  691/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.337
Epoch  17 Batch  692/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.823, Loss:  0.296
Epoch  17 Batch  693/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.822, Loss:  0.346
Epoch  17 Batch  694/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.825, Loss:  0.319
Epoch  17 Batch  695/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.826, Loss:  0.289
Epoch  17 Batch  696/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.825, Loss:  0.332
Epoch  17 Batch  697/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.825, Loss:  0.296
Epoch  17 Batch  698/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.312
Epoch  17 Batch  699/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.832, Loss:  0.314
Epoch  17 Batch  700/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.844, Loss:  0.288
Epoch  17 Batch  701/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.846, Loss:  0.328
Epoch  17 Batch  702/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.846, Loss:  0.339
Epoch  17 Batch  703/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.319
Epoch  17 Batch  704/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.837, Loss:  0.351
Epoch  17 Batch  705/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.842, Loss:  0.331
Epoch  17 Batch  706/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.841, Loss:  0.325
Epoch  17 Batch  707/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.846, Loss:  0.304
Epoch  17 Batch  708/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.316
Epoch  17 Batch  709/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.842, Loss:  0.337
Epoch  17 Batch  710/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.841, Loss:  0.310
Epoch  17 Batch  711/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.837, Loss:  0.348
Epoch  17 Batch  712/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.839, Loss:  0.311
Epoch  17 Batch  713/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.276
Epoch  17 Batch  714/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.831, Loss:  0.294
Epoch  17 Batch  715/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.831, Loss:  0.338
Epoch  17 Batch  716/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.830, Loss:  0.281
Epoch  17 Batch  717/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.829, Loss:  0.312
Epoch  17 Batch  718/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.829, Loss:  0.319
Epoch  17 Batch  719/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.825, Loss:  0.286
Epoch  17 Batch  720/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.334
Epoch  17 Batch  721/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.311
Epoch  17 Batch  722/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.830, Loss:  0.297
Epoch  17 Batch  723/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.829, Loss:  0.302
Epoch  17 Batch  724/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.829, Loss:  0.346
Epoch  17 Batch  725/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.831, Loss:  0.276
Epoch  17 Batch  726/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.829, Loss:  0.297
Epoch  17 Batch  727/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.828, Loss:  0.283
Epoch  17 Batch  728/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.824, Loss:  0.321
Epoch  17 Batch  729/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.827, Loss:  0.327
Epoch  17 Batch  730/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.831, Loss:  0.308
Epoch  17 Batch  731/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.828, Loss:  0.318
Epoch  17 Batch  732/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.828, Loss:  0.313
Epoch  17 Batch  733/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.827, Loss:  0.319
Epoch  17 Batch  734/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.834, Loss:  0.337
Epoch  17 Batch  735/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.305
Epoch  17 Batch  736/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.834, Loss:  0.292
Epoch  17 Batch  737/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.834, Loss:  0.325
Epoch  17 Batch  738/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.829, Loss:  0.270
Epoch  17 Batch  739/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.829, Loss:  0.292
Epoch  17 Batch  740/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.279
Epoch  17 Batch  741/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.823, Loss:  0.322
Epoch  17 Batch  742/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.316
Epoch  17 Batch  743/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.825, Loss:  0.326
Epoch  17 Batch  744/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.834, Loss:  0.294
Epoch  17 Batch  745/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.835, Loss:  0.316
Epoch  17 Batch  746/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.841, Loss:  0.309
Epoch  17 Batch  747/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.281
Epoch  17 Batch  748/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.295
Epoch  17 Batch  749/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.837, Loss:  0.336
Epoch  17 Batch  750/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.301
Epoch  17 Batch  751/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.835, Loss:  0.305
Epoch  17 Batch  752/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.265
Epoch  17 Batch  753/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.302
Epoch  17 Batch  754/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.317
Epoch  17 Batch  755/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.827, Loss:  0.300
Epoch  17 Batch  756/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.824, Loss:  0.280
Epoch  17 Batch  757/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.834, Loss:  0.344
Epoch  17 Batch  758/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.836, Loss:  0.262
Epoch  17 Batch  759/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.834, Loss:  0.276
Epoch  17 Batch  760/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.834, Loss:  0.311
Epoch  17 Batch  761/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.833, Loss:  0.322
Epoch  17 Batch  762/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.835, Loss:  0.288
Epoch  17 Batch  763/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.833, Loss:  0.295
Epoch  17 Batch  764/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.316
Epoch  17 Batch  765/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.838, Loss:  0.292
Epoch  17 Batch  766/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.838, Loss:  0.340
Epoch  17 Batch  767/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.842, Loss:  0.302
Epoch  17 Batch  768/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.838, Loss:  0.313
Epoch  17 Batch  769/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.841, Loss:  0.301
Epoch  17 Batch  770/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.830, Loss:  0.294
Epoch  17 Batch  771/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.834, Loss:  0.336
Epoch  17 Batch  772/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.835, Loss:  0.316
Epoch  17 Batch  773/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.835, Loss:  0.302
Epoch  17 Batch  774/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.331
Epoch  17 Batch  775/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.318
Epoch  17 Batch  776/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.301
Epoch  17 Batch  777/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.827, Loss:  0.323
Epoch  17 Batch  778/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.290
Epoch  17 Batch  779/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.335
Epoch  17 Batch  780/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.819, Loss:  0.326
Epoch  17 Batch  781/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.819, Loss:  0.296
Epoch  17 Batch  782/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.817, Loss:  0.299
Epoch  17 Batch  783/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.310
Epoch  17 Batch  784/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.826, Loss:  0.302
Epoch  17 Batch  785/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.822, Loss:  0.294
Epoch  17 Batch  786/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.822, Loss:  0.321
Epoch  17 Batch  787/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.822, Loss:  0.294
Epoch  17 Batch  788/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.826, Loss:  0.282
Epoch  17 Batch  789/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.823, Loss:  0.304
Epoch  17 Batch  790/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.822, Loss:  0.337
Epoch  17 Batch  791/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.300
Epoch  17 Batch  792/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.320
Epoch  17 Batch  793/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.322
Epoch  17 Batch  794/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.829, Loss:  0.290
Epoch  17 Batch  795/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.831, Loss:  0.333
Epoch  17 Batch  796/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.833, Loss:  0.306
Epoch  17 Batch  797/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.836, Loss:  0.301
Epoch  17 Batch  798/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.841, Loss:  0.328
Epoch  17 Batch  799/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.833, Loss:  0.361
Epoch  17 Batch  800/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.837, Loss:  0.305
Epoch  17 Batch  801/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.297
Epoch  17 Batch  802/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.831, Loss:  0.315
Epoch  17 Batch  803/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.835, Loss:  0.322
Epoch  17 Batch  804/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.316
Epoch  17 Batch  805/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.833, Loss:  0.316
Epoch  17 Batch  806/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.293
Epoch  17 Batch  807/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.830, Loss:  0.289
Epoch  17 Batch  808/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.334
Epoch  17 Batch  809/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.831, Loss:  0.355
Epoch  17 Batch  810/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.838, Loss:  0.286
Epoch  17 Batch  811/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.838, Loss:  0.296
Epoch  17 Batch  812/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.824, Loss:  0.325
Epoch  17 Batch  813/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.825, Loss:  0.311
Epoch  17 Batch  814/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.832, Loss:  0.336
Epoch  17 Batch  815/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.296
Epoch  17 Batch  816/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.825, Loss:  0.335
Epoch  17 Batch  817/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.317
Epoch  17 Batch  818/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.829, Loss:  0.307
Epoch  17 Batch  819/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.297
Epoch  17 Batch  820/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.828, Loss:  0.328
Epoch  17 Batch  821/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.309
Epoch  17 Batch  822/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.827, Loss:  0.311
Epoch  17 Batch  823/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.830, Loss:  0.320
Epoch  17 Batch  824/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.835, Loss:  0.288
Epoch  17 Batch  825/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.838, Loss:  0.303
Epoch  17 Batch  826/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.835, Loss:  0.280
Epoch  17 Batch  827/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.322
Epoch  17 Batch  828/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.307
Epoch  17 Batch  829/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.827, Loss:  0.338
Epoch  17 Batch  830/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.828, Loss:  0.309
Epoch  17 Batch  831/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.832, Loss:  0.325
Epoch  17 Batch  832/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.833, Loss:  0.300
Epoch  17 Batch  833/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.839, Loss:  0.315
Epoch  17 Batch  834/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.833, Loss:  0.313
Epoch  17 Batch  835/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.833, Loss:  0.332
Epoch  17 Batch  836/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.827, Loss:  0.329
Epoch  17 Batch  837/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.341
Epoch  17 Batch  838/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.826, Loss:  0.289
Epoch  17 Batch  839/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.824, Loss:  0.298
Epoch  17 Batch  840/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.828, Loss:  0.288
Epoch  17 Batch  841/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.835, Loss:  0.299
Epoch  17 Batch  842/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.835, Loss:  0.296
Epoch  17 Batch  843/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.288
Epoch  17 Batch  844/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.835, Loss:  0.295
Epoch  17 Batch  845/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.835, Loss:  0.298
Epoch  17 Batch  846/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.832, Loss:  0.314
Epoch  17 Batch  847/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.827, Loss:  0.322
Epoch  17 Batch  848/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.300
Epoch  17 Batch  849/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.291
Epoch  17 Batch  850/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.827, Loss:  0.332
Epoch  17 Batch  851/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.828, Loss:  0.306
Epoch  17 Batch  852/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.316
Epoch  17 Batch  853/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.287
Epoch  17 Batch  854/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.837, Loss:  0.332
Epoch  17 Batch  855/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.837, Loss:  0.307
Epoch  17 Batch  856/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.841, Loss:  0.322
Epoch  17 Batch  857/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.839, Loss:  0.294
Epoch  17 Batch  858/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.843, Loss:  0.278
Epoch  17 Batch  859/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.341
Epoch  17 Batch  860/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.840, Loss:  0.297
Epoch  17 Batch  861/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.840, Loss:  0.325
Epoch  17 Batch  862/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.838, Loss:  0.317
Epoch  17 Batch  863/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.285
Epoch  17 Batch  864/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.830, Loss:  0.296
Epoch  17 Batch  865/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.828, Loss:  0.288
Epoch  17 Batch  866/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.834, Loss:  0.320
Epoch  17 Batch  867/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.832, Loss:  0.358
Epoch  17 Batch  868/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.830, Loss:  0.314
Epoch  17 Batch  869/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.332
Epoch  17 Batch  870/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.826, Loss:  0.316
Epoch  17 Batch  871/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.825, Loss:  0.304
Epoch  17 Batch  872/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.819, Loss:  0.301
Epoch  17 Batch  873/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.820, Loss:  0.294
Epoch  17 Batch  874/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.821, Loss:  0.312
Epoch  17 Batch  875/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.336
Epoch  17 Batch  876/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.823, Loss:  0.307
Epoch  17 Batch  877/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.822, Loss:  0.304
Epoch  17 Batch  878/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.824, Loss:  0.308
Epoch  17 Batch  879/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.274
Epoch  17 Batch  880/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.824, Loss:  0.306
Epoch  17 Batch  881/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.824, Loss:  0.326
Epoch  17 Batch  882/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.824, Loss:  0.352
Epoch  17 Batch  883/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.369
Epoch  17 Batch  884/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.819, Loss:  0.306
Epoch  17 Batch  885/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.820, Loss:  0.267
Epoch  17 Batch  886/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.818, Loss:  0.323
Epoch  17 Batch  887/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.340
Epoch  17 Batch  888/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.292
Epoch  17 Batch  889/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.831, Loss:  0.320
Epoch  17 Batch  890/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.833, Loss:  0.287
Epoch  17 Batch  891/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.833, Loss:  0.322
Epoch  17 Batch  892/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.830, Loss:  0.296
Epoch  17 Batch  893/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.828, Loss:  0.307
Epoch  17 Batch  894/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.827, Loss:  0.291
Epoch  17 Batch  895/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.824, Loss:  0.316
Epoch  17 Batch  896/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.821, Loss:  0.327
Epoch  17 Batch  897/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.819, Loss:  0.280
Epoch  17 Batch  898/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.825, Loss:  0.284
Epoch  17 Batch  899/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.827, Loss:  0.309
Epoch  17 Batch  900/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.348
Epoch  17 Batch  901/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.333
Epoch  17 Batch  902/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.838, Loss:  0.320
Epoch  17 Batch  903/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.838, Loss:  0.295
Epoch  17 Batch  904/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.290
Epoch  17 Batch  905/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.839, Loss:  0.285
Epoch  17 Batch  906/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.841, Loss:  0.302
Epoch  17 Batch  907/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.842, Loss:  0.310
Epoch  17 Batch  908/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.332
Epoch  17 Batch  909/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.842, Loss:  0.325
Epoch  17 Batch  910/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.843, Loss:  0.294
Epoch  17 Batch  911/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.838, Loss:  0.270
Epoch  17 Batch  912/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.837, Loss:  0.337
Epoch  17 Batch  913/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.351
Epoch  17 Batch  914/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.317
Epoch  17 Batch  915/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.836, Loss:  0.331
Epoch  17 Batch  916/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.350
Epoch  17 Batch  917/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.834, Loss:  0.305
Epoch  17 Batch  918/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.833, Loss:  0.276
Epoch  17 Batch  919/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.838, Loss:  0.301
Epoch  17 Batch  920/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.335
Epoch  17 Batch  921/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.835, Loss:  0.330
Epoch  17 Batch  922/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.842, Loss:  0.289
Epoch  17 Batch  923/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.842, Loss:  0.312
Epoch  17 Batch  924/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.842, Loss:  0.352
Epoch  17 Batch  925/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.839, Loss:  0.298
Epoch  17 Batch  926/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.837, Loss:  0.324
Epoch  17 Batch  927/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.833, Loss:  0.333
Epoch  17 Batch  928/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.833, Loss:  0.318
Epoch  17 Batch  929/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.827, Loss:  0.335
Epoch  17 Batch  930/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.825, Loss:  0.316
Epoch  17 Batch  931/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.297
Epoch  17 Batch  932/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.308
Epoch  17 Batch  933/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.822, Loss:  0.310
Epoch  17 Batch  934/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.302
Epoch  17 Batch  935/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.830, Loss:  0.313
Epoch  17 Batch  936/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.834, Loss:  0.309
Epoch  17 Batch  937/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.315
Epoch  17 Batch  938/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.828, Loss:  0.346
Epoch  17 Batch  939/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.828, Loss:  0.331
Epoch  17 Batch  940/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.831, Loss:  0.298
Epoch  17 Batch  941/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.834, Loss:  0.289
Epoch  17 Batch  942/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.830, Loss:  0.315
Epoch  17 Batch  943/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.828, Loss:  0.312
Epoch  17 Batch  944/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.301
Epoch  17 Batch  945/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.830, Loss:  0.297
Epoch  17 Batch  946/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.830, Loss:  0.292
Epoch  17 Batch  947/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.832, Loss:  0.354
Epoch  17 Batch  948/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.831, Loss:  0.315
Epoch  17 Batch  949/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.273
Epoch  17 Batch  950/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.829, Loss:  0.291
Epoch  17 Batch  951/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.315
Epoch  17 Batch  952/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.837, Loss:  0.285
Epoch  17 Batch  953/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.836, Loss:  0.309
Epoch  17 Batch  954/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.838, Loss:  0.335
Epoch  17 Batch  955/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.301
Epoch  17 Batch  956/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.300
Epoch  17 Batch  957/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.844, Loss:  0.298
Epoch  17 Batch  958/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.844, Loss:  0.310
Epoch  17 Batch  959/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.840, Loss:  0.282
Epoch  17 Batch  960/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.291
Epoch  17 Batch  961/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.848, Loss:  0.323
Epoch  17 Batch  962/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.298
Epoch  17 Batch  963/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.365
Epoch  17 Batch  964/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.274
Epoch  17 Batch  965/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.839, Loss:  0.346
Epoch  17 Batch  966/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.276
Epoch  17 Batch  967/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.277
Epoch  17 Batch  968/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.837, Loss:  0.338
Epoch  17 Batch  969/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.830, Loss:  0.351
Epoch  17 Batch  970/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.308
Epoch  17 Batch  971/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.830, Loss:  0.317
Epoch  17 Batch  972/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.832, Loss:  0.297
Epoch  17 Batch  973/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.832, Loss:  0.275
Epoch  17 Batch  974/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.831, Loss:  0.281
Epoch  17 Batch  975/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.277
Epoch  17 Batch  976/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.836, Loss:  0.300
Epoch  17 Batch  977/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.841, Loss:  0.289
Epoch  17 Batch  978/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.842, Loss:  0.310
Epoch  17 Batch  979/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.840, Loss:  0.330
Epoch  17 Batch  980/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.300
Epoch  17 Batch  981/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.835, Loss:  0.310
Epoch  17 Batch  982/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.839, Loss:  0.287
Epoch  17 Batch  983/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.840, Loss:  0.332
Epoch  17 Batch  984/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.842, Loss:  0.355
Epoch  17 Batch  985/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.837, Loss:  0.288
Epoch  17 Batch  986/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.833, Loss:  0.304
Epoch  17 Batch  987/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.829, Loss:  0.283
Epoch  17 Batch  988/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.293
Epoch  17 Batch  989/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.832, Loss:  0.306
Epoch  17 Batch  990/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.830, Loss:  0.330
Epoch  17 Batch  991/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.818, Loss:  0.326
Epoch  17 Batch  992/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.824, Loss:  0.305
Epoch  17 Batch  993/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.822, Loss:  0.271
Epoch  17 Batch  994/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.826, Loss:  0.310
Epoch  17 Batch  995/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.829, Loss:  0.310
Epoch  17 Batch  996/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.829, Loss:  0.301
Epoch  17 Batch  997/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.320
Epoch  17 Batch  998/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.290
Epoch  17 Batch  999/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.828, Loss:  0.306
Epoch  17 Batch 1000/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.278
Epoch  17 Batch 1001/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.277
Epoch  17 Batch 1002/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.837, Loss:  0.286
Epoch  17 Batch 1003/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.836, Loss:  0.294
Epoch  17 Batch 1004/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.832, Loss:  0.309
Epoch  17 Batch 1005/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.827, Loss:  0.304
Epoch  17 Batch 1006/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.829, Loss:  0.290
Epoch  17 Batch 1007/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.828, Loss:  0.298
Epoch  17 Batch 1008/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.828, Loss:  0.328
Epoch  17 Batch 1009/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.828, Loss:  0.279
Epoch  17 Batch 1010/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.327
Epoch  17 Batch 1011/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.828, Loss:  0.307
Epoch  17 Batch 1012/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.288
Epoch  17 Batch 1013/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.828, Loss:  0.279
Epoch  17 Batch 1014/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.832, Loss:  0.337
Epoch  17 Batch 1015/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.833, Loss:  0.367
Epoch  17 Batch 1016/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.320
Epoch  17 Batch 1017/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.840, Loss:  0.313
Epoch  17 Batch 1018/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.839, Loss:  0.306
Epoch  17 Batch 1019/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.842, Loss:  0.338
Epoch  17 Batch 1020/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.837, Loss:  0.312
Epoch  17 Batch 1021/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.312
Epoch  17 Batch 1022/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.835, Loss:  0.297
Epoch  17 Batch 1023/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.837, Loss:  0.281
Epoch  17 Batch 1024/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.838, Loss:  0.337
Epoch  17 Batch 1025/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.837, Loss:  0.314
Epoch  17 Batch 1026/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.835, Loss:  0.305
Epoch  17 Batch 1027/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.833, Loss:  0.320
Epoch  17 Batch 1028/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.839, Loss:  0.296
Epoch  17 Batch 1029/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.302
Epoch  17 Batch 1030/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.830, Loss:  0.319
Epoch  17 Batch 1031/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.828, Loss:  0.332
Epoch  17 Batch 1032/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.836, Loss:  0.328
Epoch  17 Batch 1033/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.834, Loss:  0.293
Epoch  17 Batch 1034/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.833, Loss:  0.315
Epoch  17 Batch 1035/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.835, Loss:  0.287
Epoch  17 Batch 1036/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.837, Loss:  0.321
Epoch  17 Batch 1037/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.838, Loss:  0.325
Epoch  17 Batch 1038/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.838, Loss:  0.320
Epoch  17 Batch 1039/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.838, Loss:  0.294
Epoch  17 Batch 1040/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.842, Loss:  0.338
Epoch  17 Batch 1041/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.842, Loss:  0.317
Epoch  17 Batch 1042/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.838, Loss:  0.309
Epoch  17 Batch 1043/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.837, Loss:  0.339
Epoch  17 Batch 1044/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.836, Loss:  0.307
Epoch  17 Batch 1045/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.843, Loss:  0.323
Epoch  17 Batch 1046/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.840, Loss:  0.286
Epoch  17 Batch 1047/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.842, Loss:  0.307
Epoch  17 Batch 1048/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.311
Epoch  17 Batch 1049/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.846, Loss:  0.326
Epoch  17 Batch 1050/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.845, Loss:  0.302
Epoch  17 Batch 1051/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.310
Epoch  17 Batch 1052/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.841, Loss:  0.273
Epoch  17 Batch 1053/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.285
Epoch  17 Batch 1054/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.837, Loss:  0.307
Epoch  17 Batch 1055/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.835, Loss:  0.302
Epoch  17 Batch 1056/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.837, Loss:  0.302
Epoch  17 Batch 1057/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.836, Loss:  0.334
Epoch  17 Batch 1058/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.351
Epoch  17 Batch 1059/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.828, Loss:  0.326
Epoch  17 Batch 1060/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.830, Loss:  0.278
Epoch  17 Batch 1061/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.824, Loss:  0.328
Epoch  17 Batch 1062/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.829, Loss:  0.307
Epoch  17 Batch 1063/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.821, Loss:  0.293
Epoch  17 Batch 1064/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.821, Loss:  0.317
Epoch  17 Batch 1065/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.822, Loss:  0.298
Epoch  17 Batch 1066/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.818, Loss:  0.288
Epoch  17 Batch 1067/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.816, Loss:  0.322
Epoch  17 Batch 1068/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.820, Loss:  0.293
Epoch  17 Batch 1069/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.823, Loss:  0.279
Epoch  17 Batch 1070/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.308
Epoch  17 Batch 1071/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.305
Epoch  17 Batch 1072/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.832, Loss:  0.314
Epoch  17 Batch 1073/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.339
Epoch  17 Batch 1074/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.832, Loss:  0.316
Epoch  17 Batch 1075/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.842, Loss:  0.348
Epoch  18 Batch    0/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.841, Loss:  0.285
Epoch  18 Batch    1/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.836, Loss:  0.305
Epoch  18 Batch    2/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.831, Loss:  0.334
Epoch  18 Batch    3/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.831, Loss:  0.285
Epoch  18 Batch    4/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.316
Epoch  18 Batch    5/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.835, Loss:  0.351
Epoch  18 Batch    6/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.831, Loss:  0.329
Epoch  18 Batch    7/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.286
Epoch  18 Batch    8/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.835, Loss:  0.290
Epoch  18 Batch    9/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.849, Loss:  0.294
Epoch  18 Batch   10/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.833, Loss:  0.326
Epoch  18 Batch   11/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.311
Epoch  18 Batch   12/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.328
Epoch  18 Batch   13/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.323
Epoch  18 Batch   14/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.824, Loss:  0.270
Epoch  18 Batch   15/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.825, Loss:  0.288
Epoch  18 Batch   16/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.825, Loss:  0.305
Epoch  18 Batch   17/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.831, Loss:  0.312
Epoch  18 Batch   18/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.321
Epoch  18 Batch   19/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.303
Epoch  18 Batch   20/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.289
Epoch  18 Batch   21/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.826, Loss:  0.320
Epoch  18 Batch   22/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.821, Loss:  0.320
Epoch  18 Batch   23/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.314
Epoch  18 Batch   24/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.831, Loss:  0.295
Epoch  18 Batch   25/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.828, Loss:  0.284
Epoch  18 Batch   26/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.826, Loss:  0.319
Epoch  18 Batch   27/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.284
Epoch  18 Batch   28/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.833, Loss:  0.302
Epoch  18 Batch   29/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.830, Loss:  0.296
Epoch  18 Batch   30/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.830, Loss:  0.290
Epoch  18 Batch   31/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.313
Epoch  18 Batch   32/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.282
Epoch  18 Batch   33/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.846, Loss:  0.273
Epoch  18 Batch   34/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.844, Loss:  0.308
Epoch  18 Batch   35/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.842, Loss:  0.301
Epoch  18 Batch   36/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.306
Epoch  18 Batch   37/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.308
Epoch  18 Batch   38/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.840, Loss:  0.338
Epoch  18 Batch   39/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.842, Loss:  0.356
Epoch  18 Batch   40/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.846, Loss:  0.307
Epoch  18 Batch   41/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.845, Loss:  0.299
Epoch  18 Batch   42/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.321
Epoch  18 Batch   43/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.289
Epoch  18 Batch   44/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.843, Loss:  0.304
Epoch  18 Batch   45/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.837, Loss:  0.316
Epoch  18 Batch   46/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.837, Loss:  0.328
Epoch  18 Batch   47/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.837, Loss:  0.308
Epoch  18 Batch   48/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.836, Loss:  0.348
Epoch  18 Batch   49/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.315
Epoch  18 Batch   50/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.830, Loss:  0.302
Epoch  18 Batch   51/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.826, Loss:  0.301
Epoch  18 Batch   52/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.827, Loss:  0.295
Epoch  18 Batch   53/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.827, Loss:  0.295
Epoch  18 Batch   54/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.353
Epoch  18 Batch   55/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.824, Loss:  0.285
Epoch  18 Batch   56/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.820, Loss:  0.275
Epoch  18 Batch   57/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.823, Loss:  0.286
Epoch  18 Batch   58/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.820, Loss:  0.285
Epoch  18 Batch   59/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.820, Loss:  0.321
Epoch  18 Batch   60/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.829, Loss:  0.299
Epoch  18 Batch   61/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.829, Loss:  0.308
Epoch  18 Batch   62/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.829, Loss:  0.333
Epoch  18 Batch   63/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.828, Loss:  0.281
Epoch  18 Batch   64/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.832, Loss:  0.293
Epoch  18 Batch   65/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.295
Epoch  18 Batch   66/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.830, Loss:  0.274
Epoch  18 Batch   67/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.297
Epoch  18 Batch   68/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.831, Loss:  0.321
Epoch  18 Batch   69/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.833, Loss:  0.333
Epoch  18 Batch   70/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.830, Loss:  0.317
Epoch  18 Batch   71/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.831, Loss:  0.290
Epoch  18 Batch   72/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.833, Loss:  0.322
Epoch  18 Batch   73/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.833, Loss:  0.330
Epoch  18 Batch   74/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.835, Loss:  0.267
Epoch  18 Batch   75/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.835, Loss:  0.341
Epoch  18 Batch   76/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.836, Loss:  0.286
Epoch  18 Batch   77/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.338
Epoch  18 Batch   78/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.838, Loss:  0.304
Epoch  18 Batch   79/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.834, Loss:  0.318
Epoch  18 Batch   80/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.834, Loss:  0.308
Epoch  18 Batch   81/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.834, Loss:  0.309
Epoch  18 Batch   82/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.839, Loss:  0.272
Epoch  18 Batch   83/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.842, Loss:  0.322
Epoch  18 Batch   84/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.844, Loss:  0.310
Epoch  18 Batch   85/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.836, Loss:  0.279
Epoch  18 Batch   86/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.844, Loss:  0.319
Epoch  18 Batch   87/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.844, Loss:  0.327
Epoch  18 Batch   88/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.845, Loss:  0.333
Epoch  18 Batch   89/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.845, Loss:  0.303
Epoch  18 Batch   90/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.840, Loss:  0.323
Epoch  18 Batch   91/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.839, Loss:  0.254
Epoch  18 Batch   92/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.325
Epoch  18 Batch   93/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.328
Epoch  18 Batch   94/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.842, Loss:  0.294
Epoch  18 Batch   95/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.842, Loss:  0.343
Epoch  18 Batch   96/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.844, Loss:  0.310
Epoch  18 Batch   97/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.839, Loss:  0.316
Epoch  18 Batch   98/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.834, Loss:  0.305
Epoch  18 Batch   99/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.832, Loss:  0.312
Epoch  18 Batch  100/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.827, Loss:  0.296
Epoch  18 Batch  101/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.838, Loss:  0.318
Epoch  18 Batch  102/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.828, Loss:  0.285
Epoch  18 Batch  103/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.828, Loss:  0.320
Epoch  18 Batch  104/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.830, Loss:  0.298
Epoch  18 Batch  105/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.833, Loss:  0.312
Epoch  18 Batch  106/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.833, Loss:  0.348
Epoch  18 Batch  107/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.834, Loss:  0.309
Epoch  18 Batch  108/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.283
Epoch  18 Batch  109/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.831, Loss:  0.311
Epoch  18 Batch  110/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.830, Loss:  0.274
Epoch  18 Batch  111/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.311
Epoch  18 Batch  112/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.289
Epoch  18 Batch  113/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.830, Loss:  0.320
Epoch  18 Batch  114/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.280
Epoch  18 Batch  115/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.830, Loss:  0.332
Epoch  18 Batch  116/1077 - Train Accuracy:  0.782, Validation Accuracy:  0.830, Loss:  0.330
Epoch  18 Batch  117/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.320
Epoch  18 Batch  118/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.826, Loss:  0.327
Epoch  18 Batch  119/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.314
Epoch  18 Batch  120/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.342
Epoch  18 Batch  121/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.307
Epoch  18 Batch  122/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.825, Loss:  0.317
Epoch  18 Batch  123/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.827, Loss:  0.284
Epoch  18 Batch  124/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.829, Loss:  0.318
Epoch  18 Batch  125/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.305
Epoch  18 Batch  126/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.829, Loss:  0.282
Epoch  18 Batch  127/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.323
Epoch  18 Batch  128/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.827, Loss:  0.286
Epoch  18 Batch  129/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.319
Epoch  18 Batch  130/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.830, Loss:  0.280
Epoch  18 Batch  131/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.832, Loss:  0.304
Epoch  18 Batch  132/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.319
Epoch  18 Batch  133/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.831, Loss:  0.298
Epoch  18 Batch  134/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.832, Loss:  0.287
Epoch  18 Batch  135/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.834, Loss:  0.315
Epoch  18 Batch  136/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.839, Loss:  0.305
Epoch  18 Batch  137/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.839, Loss:  0.289
Epoch  18 Batch  138/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.297
Epoch  18 Batch  139/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.834, Loss:  0.307
Epoch  18 Batch  140/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.840, Loss:  0.333
Epoch  18 Batch  141/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.836, Loss:  0.294
Epoch  18 Batch  142/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.292
Epoch  18 Batch  143/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.833, Loss:  0.312
Epoch  18 Batch  144/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.830, Loss:  0.329
Epoch  18 Batch  145/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.332
Epoch  18 Batch  146/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.823, Loss:  0.350
Epoch  18 Batch  147/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.827, Loss:  0.311
Epoch  18 Batch  148/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.297
Epoch  18 Batch  149/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.303
Epoch  18 Batch  150/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.825, Loss:  0.282
Epoch  18 Batch  151/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.280
Epoch  18 Batch  152/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.829, Loss:  0.310
Epoch  18 Batch  153/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.831, Loss:  0.347
Epoch  18 Batch  154/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.829, Loss:  0.301
Epoch  18 Batch  155/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.830, Loss:  0.327
Epoch  18 Batch  156/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.830, Loss:  0.318
Epoch  18 Batch  157/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.823, Loss:  0.319
Epoch  18 Batch  158/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.823, Loss:  0.328
Epoch  18 Batch  159/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.831, Loss:  0.278
Epoch  18 Batch  160/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.831, Loss:  0.280
Epoch  18 Batch  161/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.831, Loss:  0.309
Epoch  18 Batch  162/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.833, Loss:  0.359
Epoch  18 Batch  163/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.331
Epoch  18 Batch  164/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.829, Loss:  0.321
Epoch  18 Batch  165/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.291
Epoch  18 Batch  166/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.341
Epoch  18 Batch  167/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.829, Loss:  0.315
Epoch  18 Batch  168/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.829, Loss:  0.337
Epoch  18 Batch  169/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.312
Epoch  18 Batch  170/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.827, Loss:  0.333
Epoch  18 Batch  171/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.827, Loss:  0.294
Epoch  18 Batch  172/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.828, Loss:  0.273
Epoch  18 Batch  173/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.829, Loss:  0.347
Epoch  18 Batch  174/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.832, Loss:  0.292
Epoch  18 Batch  175/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.831, Loss:  0.287
Epoch  18 Batch  176/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.830, Loss:  0.294
Epoch  18 Batch  177/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.331
Epoch  18 Batch  178/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.829, Loss:  0.315
Epoch  18 Batch  179/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.829, Loss:  0.291
Epoch  18 Batch  180/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.298
Epoch  18 Batch  181/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.832, Loss:  0.307
Epoch  18 Batch  182/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.309
Epoch  18 Batch  183/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.827, Loss:  0.318
Epoch  18 Batch  184/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.831, Loss:  0.293
Epoch  18 Batch  185/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.316
Epoch  18 Batch  186/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.835, Loss:  0.334
Epoch  18 Batch  187/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.835, Loss:  0.291
Epoch  18 Batch  188/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.834, Loss:  0.301
Epoch  18 Batch  189/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.839, Loss:  0.305
Epoch  18 Batch  190/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.838, Loss:  0.289
Epoch  18 Batch  191/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.835, Loss:  0.272
Epoch  18 Batch  192/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.836, Loss:  0.324
Epoch  18 Batch  193/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.832, Loss:  0.301
Epoch  18 Batch  194/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.833, Loss:  0.269
Epoch  18 Batch  195/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.833, Loss:  0.289
Epoch  18 Batch  196/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.832, Loss:  0.327
Epoch  18 Batch  197/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.832, Loss:  0.297
Epoch  18 Batch  198/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.839, Loss:  0.291
Epoch  18 Batch  199/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.836, Loss:  0.276
Epoch  18 Batch  200/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.307
Epoch  18 Batch  201/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.828, Loss:  0.276
Epoch  18 Batch  202/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.307
Epoch  18 Batch  203/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.826, Loss:  0.292
Epoch  18 Batch  204/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.823, Loss:  0.343
Epoch  18 Batch  205/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.828, Loss:  0.319
Epoch  18 Batch  206/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.834, Loss:  0.291
Epoch  18 Batch  207/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.840, Loss:  0.288
Epoch  18 Batch  208/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.329
Epoch  18 Batch  209/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.838, Loss:  0.259
Epoch  18 Batch  210/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.314
Epoch  18 Batch  211/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.843, Loss:  0.302
Epoch  18 Batch  212/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.839, Loss:  0.280
Epoch  18 Batch  213/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.843, Loss:  0.272
Epoch  18 Batch  214/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.838, Loss:  0.298
Epoch  18 Batch  215/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.840, Loss:  0.331
Epoch  18 Batch  216/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.840, Loss:  0.303
Epoch  18 Batch  217/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.841, Loss:  0.287
Epoch  18 Batch  218/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.325
Epoch  18 Batch  219/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.842, Loss:  0.300
Epoch  18 Batch  220/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.316
Epoch  18 Batch  221/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.841, Loss:  0.292
Epoch  18 Batch  222/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.839, Loss:  0.319
Epoch  18 Batch  223/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.832, Loss:  0.265
Epoch  18 Batch  224/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.835, Loss:  0.306
Epoch  18 Batch  225/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.309
Epoch  18 Batch  226/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.827, Loss:  0.290
Epoch  18 Batch  227/1077 - Train Accuracy:  0.790, Validation Accuracy:  0.827, Loss:  0.331
Epoch  18 Batch  228/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.828, Loss:  0.291
Epoch  18 Batch  229/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.303
Epoch  18 Batch  230/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.823, Loss:  0.280
Epoch  18 Batch  231/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.331
Epoch  18 Batch  232/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.821, Loss:  0.325
Epoch  18 Batch  233/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.821, Loss:  0.338
Epoch  18 Batch  234/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.824, Loss:  0.310
Epoch  18 Batch  235/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.287
Epoch  18 Batch  236/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.825, Loss:  0.318
Epoch  18 Batch  237/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.825, Loss:  0.269
Epoch  18 Batch  238/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.838, Loss:  0.298
Epoch  18 Batch  239/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.838, Loss:  0.274
Epoch  18 Batch  240/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.839, Loss:  0.269
Epoch  18 Batch  241/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.265
Epoch  18 Batch  242/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.284
Epoch  18 Batch  243/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.303
Epoch  18 Batch  244/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.838, Loss:  0.310
Epoch  18 Batch  245/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.838, Loss:  0.292
Epoch  18 Batch  246/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.291
Epoch  18 Batch  247/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.841, Loss:  0.305
Epoch  18 Batch  248/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.839, Loss:  0.278
Epoch  18 Batch  249/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.836, Loss:  0.301
Epoch  18 Batch  250/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.837, Loss:  0.281
Epoch  18 Batch  251/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.276
Epoch  18 Batch  252/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.317
Epoch  18 Batch  253/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.841, Loss:  0.298
Epoch  18 Batch  254/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.310
Epoch  18 Batch  255/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.291
Epoch  18 Batch  256/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.841, Loss:  0.347
Epoch  18 Batch  257/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.845, Loss:  0.293
Epoch  18 Batch  258/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.285
Epoch  18 Batch  259/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.840, Loss:  0.296
Epoch  18 Batch  260/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.839, Loss:  0.281
Epoch  18 Batch  261/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.840, Loss:  0.291
Epoch  18 Batch  262/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.840, Loss:  0.288
Epoch  18 Batch  263/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.291
Epoch  18 Batch  264/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.323
Epoch  18 Batch  265/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.840, Loss:  0.320
Epoch  18 Batch  266/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.839, Loss:  0.304
Epoch  18 Batch  267/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.835, Loss:  0.276
Epoch  18 Batch  268/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.835, Loss:  0.315
Epoch  18 Batch  269/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.830, Loss:  0.344
Epoch  18 Batch  270/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.830, Loss:  0.324
Epoch  18 Batch  271/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.836, Loss:  0.299
Epoch  18 Batch  272/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.359
Epoch  18 Batch  273/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.839, Loss:  0.283
Epoch  18 Batch  274/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.308
Epoch  18 Batch  275/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.835, Loss:  0.293
Epoch  18 Batch  276/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.829, Loss:  0.334
Epoch  18 Batch  277/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.829, Loss:  0.272
Epoch  18 Batch  278/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.829, Loss:  0.340
Epoch  18 Batch  279/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.822, Loss:  0.354
Epoch  18 Batch  280/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.310
Epoch  18 Batch  281/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.827, Loss:  0.306
Epoch  18 Batch  282/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.826, Loss:  0.327
Epoch  18 Batch  283/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.822, Loss:  0.305
Epoch  18 Batch  284/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.826, Loss:  0.326
Epoch  18 Batch  285/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.823, Loss:  0.306
Epoch  18 Batch  286/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.823, Loss:  0.299
Epoch  18 Batch  287/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.304
Epoch  18 Batch  288/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.830, Loss:  0.327
Epoch  18 Batch  289/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.836, Loss:  0.318
Epoch  18 Batch  290/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.836, Loss:  0.330
Epoch  18 Batch  291/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.832, Loss:  0.338
Epoch  18 Batch  292/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.834, Loss:  0.291
Epoch  18 Batch  293/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.835, Loss:  0.309
Epoch  18 Batch  294/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.298
Epoch  18 Batch  295/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.831, Loss:  0.333
Epoch  18 Batch  296/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.831, Loss:  0.293
Epoch  18 Batch  297/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.834, Loss:  0.354
Epoch  18 Batch  298/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.833, Loss:  0.309
Epoch  18 Batch  299/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.292
Epoch  18 Batch  300/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.831, Loss:  0.305
Epoch  18 Batch  301/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.281
Epoch  18 Batch  302/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.827, Loss:  0.288
Epoch  18 Batch  303/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.325
Epoch  18 Batch  304/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.833, Loss:  0.283
Epoch  18 Batch  305/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.831, Loss:  0.307
Epoch  18 Batch  306/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.282
Epoch  18 Batch  307/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.829, Loss:  0.305
Epoch  18 Batch  308/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.827, Loss:  0.327
Epoch  18 Batch  309/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.277
Epoch  18 Batch  310/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.314
Epoch  18 Batch  311/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.830, Loss:  0.285
Epoch  18 Batch  312/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.828, Loss:  0.319
Epoch  18 Batch  313/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.827, Loss:  0.294
Epoch  18 Batch  314/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.828, Loss:  0.284
Epoch  18 Batch  315/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.828, Loss:  0.285
Epoch  18 Batch  316/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.828, Loss:  0.276
Epoch  18 Batch  317/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.828, Loss:  0.327
Epoch  18 Batch  318/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.834, Loss:  0.292
Epoch  18 Batch  319/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.310
Epoch  18 Batch  320/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.828, Loss:  0.313
Epoch  18 Batch  321/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.828, Loss:  0.302
Epoch  18 Batch  322/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.824, Loss:  0.274
Epoch  18 Batch  323/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.823, Loss:  0.316
Epoch  18 Batch  324/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.824, Loss:  0.293
Epoch  18 Batch  325/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.823, Loss:  0.294
Epoch  18 Batch  326/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.822, Loss:  0.284
Epoch  18 Batch  327/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.823, Loss:  0.321
Epoch  18 Batch  328/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.822, Loss:  0.312
Epoch  18 Batch  329/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.830, Loss:  0.333
Epoch  18 Batch  330/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.822, Loss:  0.322
Epoch  18 Batch  331/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.820, Loss:  0.306
Epoch  18 Batch  332/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.820, Loss:  0.256
Epoch  18 Batch  333/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.816, Loss:  0.305
Epoch  18 Batch  334/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.815, Loss:  0.288
Epoch  18 Batch  335/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.815, Loss:  0.291
Epoch  18 Batch  336/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.819, Loss:  0.314
Epoch  18 Batch  337/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.816, Loss:  0.308
Epoch  18 Batch  338/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.821, Loss:  0.338
Epoch  18 Batch  339/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.822, Loss:  0.270
Epoch  18 Batch  340/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.821, Loss:  0.296
Epoch  18 Batch  341/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.827, Loss:  0.341
Epoch  18 Batch  342/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.828, Loss:  0.303
Epoch  18 Batch  343/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.831, Loss:  0.304
Epoch  18 Batch  344/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.293
Epoch  18 Batch  345/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.834, Loss:  0.292
Epoch  18 Batch  346/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.307
Epoch  18 Batch  347/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.846, Loss:  0.285
Epoch  18 Batch  348/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.288
Epoch  18 Batch  349/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.842, Loss:  0.285
Epoch  18 Batch  350/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.841, Loss:  0.326
Epoch  18 Batch  351/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.838, Loss:  0.311
Epoch  18 Batch  352/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.308
Epoch  18 Batch  353/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.839, Loss:  0.353
Epoch  18 Batch  354/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.838, Loss:  0.322
Epoch  18 Batch  355/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.839, Loss:  0.324
Epoch  18 Batch  356/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.840, Loss:  0.296
Epoch  18 Batch  357/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.845, Loss:  0.294
Epoch  18 Batch  358/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.845, Loss:  0.327
Epoch  18 Batch  359/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.306
Epoch  18 Batch  360/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.846, Loss:  0.301
Epoch  18 Batch  361/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.311
Epoch  18 Batch  362/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.847, Loss:  0.301
Epoch  18 Batch  363/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.839, Loss:  0.336
Epoch  18 Batch  364/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.841, Loss:  0.315
Epoch  18 Batch  365/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.842, Loss:  0.281
Epoch  18 Batch  366/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.835, Loss:  0.301
Epoch  18 Batch  367/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.834, Loss:  0.260
Epoch  18 Batch  368/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.322
Epoch  18 Batch  369/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.838, Loss:  0.290
Epoch  18 Batch  370/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.836, Loss:  0.297
Epoch  18 Batch  371/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.825, Loss:  0.299
Epoch  18 Batch  372/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.830, Loss:  0.290
Epoch  18 Batch  373/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.831, Loss:  0.279
Epoch  18 Batch  374/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.825, Loss:  0.316
Epoch  18 Batch  375/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.293
Epoch  18 Batch  376/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.290
Epoch  18 Batch  377/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.837, Loss:  0.306
Epoch  18 Batch  378/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.842, Loss:  0.273
Epoch  18 Batch  379/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.841, Loss:  0.335
Epoch  18 Batch  380/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.840, Loss:  0.276
Epoch  18 Batch  381/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.839, Loss:  0.328
Epoch  18 Batch  382/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.832, Loss:  0.332
Epoch  18 Batch  383/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.838, Loss:  0.301
Epoch  18 Batch  384/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.291
Epoch  18 Batch  385/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.834, Loss:  0.311
Epoch  18 Batch  386/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.831, Loss:  0.286
Epoch  18 Batch  387/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.830, Loss:  0.281
Epoch  18 Batch  388/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.293
Epoch  18 Batch  389/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.277
Epoch  18 Batch  390/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.839, Loss:  0.333
Epoch  18 Batch  391/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.839, Loss:  0.296
Epoch  18 Batch  392/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.834, Loss:  0.305
Epoch  18 Batch  393/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.833, Loss:  0.269
Epoch  18 Batch  394/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.830, Loss:  0.320
Epoch  18 Batch  395/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.830, Loss:  0.261
Epoch  18 Batch  396/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.839, Loss:  0.284
Epoch  18 Batch  397/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.830, Loss:  0.295
Epoch  18 Batch  398/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.321
Epoch  18 Batch  399/1077 - Train Accuracy:  0.794, Validation Accuracy:  0.829, Loss:  0.309
Epoch  18 Batch  400/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.836, Loss:  0.323
Epoch  18 Batch  401/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.836, Loss:  0.294
Epoch  18 Batch  402/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.292
Epoch  18 Batch  403/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.840, Loss:  0.328
Epoch  18 Batch  404/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.845, Loss:  0.275
Epoch  18 Batch  405/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.317
Epoch  18 Batch  406/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.844, Loss:  0.294
Epoch  18 Batch  407/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.839, Loss:  0.351
Epoch  18 Batch  408/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.835, Loss:  0.331
Epoch  18 Batch  409/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.831, Loss:  0.324
Epoch  18 Batch  410/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.831, Loss:  0.323
Epoch  18 Batch  411/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.835, Loss:  0.304
Epoch  18 Batch  412/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.826, Loss:  0.289
Epoch  18 Batch  413/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.295
Epoch  18 Batch  414/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.828, Loss:  0.306
Epoch  18 Batch  415/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.827, Loss:  0.304
Epoch  18 Batch  416/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.827, Loss:  0.280
Epoch  18 Batch  417/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.819, Loss:  0.352
Epoch  18 Batch  418/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.819, Loss:  0.286
Epoch  18 Batch  419/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.820, Loss:  0.303
Epoch  18 Batch  420/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.819, Loss:  0.286
Epoch  18 Batch  421/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.314
Epoch  18 Batch  422/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.825, Loss:  0.286
Epoch  18 Batch  423/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.829, Loss:  0.328
Epoch  18 Batch  424/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.828, Loss:  0.318
Epoch  18 Batch  425/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.827, Loss:  0.271
Epoch  18 Batch  426/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.323
Epoch  18 Batch  427/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.835, Loss:  0.303
Epoch  18 Batch  428/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.834, Loss:  0.303
Epoch  18 Batch  429/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.284
Epoch  18 Batch  430/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.833, Loss:  0.297
Epoch  18 Batch  431/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.831, Loss:  0.277
Epoch  18 Batch  432/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.324
Epoch  18 Batch  433/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.831, Loss:  0.288
Epoch  18 Batch  434/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.824, Loss:  0.296
Epoch  18 Batch  435/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.824, Loss:  0.319
Epoch  18 Batch  436/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.829, Loss:  0.301
Epoch  18 Batch  437/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.826, Loss:  0.318
Epoch  18 Batch  438/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.822, Loss:  0.298
Epoch  18 Batch  439/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.822, Loss:  0.327
Epoch  18 Batch  440/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.818, Loss:  0.315
Epoch  18 Batch  441/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.822, Loss:  0.296
Epoch  18 Batch  442/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.822, Loss:  0.296
Epoch  18 Batch  443/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.817, Loss:  0.286
Epoch  18 Batch  444/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.821, Loss:  0.280
Epoch  18 Batch  445/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.819, Loss:  0.322
Epoch  18 Batch  446/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.819, Loss:  0.259
Epoch  18 Batch  447/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.821, Loss:  0.313
Epoch  18 Batch  448/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.316
Epoch  18 Batch  449/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.322
Epoch  18 Batch  450/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.824, Loss:  0.301
Epoch  18 Batch  451/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.817, Loss:  0.296
Epoch  18 Batch  452/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.815, Loss:  0.326
Epoch  18 Batch  453/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.299
Epoch  18 Batch  454/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.834, Loss:  0.313
Epoch  18 Batch  455/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.833, Loss:  0.307
Epoch  18 Batch  456/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.835, Loss:  0.317
Epoch  18 Batch  457/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.286
Epoch  18 Batch  458/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.833, Loss:  0.292
Epoch  18 Batch  459/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.835, Loss:  0.294
Epoch  18 Batch  460/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.836, Loss:  0.316
Epoch  18 Batch  461/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.829, Loss:  0.285
Epoch  18 Batch  462/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.834, Loss:  0.309
Epoch  18 Batch  463/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.834, Loss:  0.320
Epoch  18 Batch  464/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.834, Loss:  0.291
Epoch  18 Batch  465/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.837, Loss:  0.337
Epoch  18 Batch  466/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.834, Loss:  0.286
Epoch  18 Batch  467/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.835, Loss:  0.293
Epoch  18 Batch  468/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.294
Epoch  18 Batch  469/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.829, Loss:  0.305
Epoch  18 Batch  470/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.834, Loss:  0.299
Epoch  18 Batch  471/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.826, Loss:  0.295
Epoch  18 Batch  472/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.288
Epoch  18 Batch  473/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.824, Loss:  0.321
Epoch  18 Batch  474/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.827, Loss:  0.282
Epoch  18 Batch  475/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.826, Loss:  0.286
Epoch  18 Batch  476/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.828, Loss:  0.297
Epoch  18 Batch  477/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.827, Loss:  0.296
Epoch  18 Batch  478/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.317
Epoch  18 Batch  479/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.314
Epoch  18 Batch  480/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.822, Loss:  0.307
Epoch  18 Batch  481/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.328
Epoch  18 Batch  482/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.832, Loss:  0.327
Epoch  18 Batch  483/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.832, Loss:  0.284
Epoch  18 Batch  484/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.299
Epoch  18 Batch  485/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.826, Loss:  0.319
Epoch  18 Batch  486/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.827, Loss:  0.297
Epoch  18 Batch  487/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.825, Loss:  0.313
Epoch  18 Batch  488/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.826, Loss:  0.298
Epoch  18 Batch  489/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.823, Loss:  0.285
Epoch  18 Batch  490/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.835, Loss:  0.306
Epoch  18 Batch  491/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.835, Loss:  0.296
Epoch  18 Batch  492/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.333
Epoch  18 Batch  493/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.272
Epoch  18 Batch  494/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.840, Loss:  0.284
Epoch  18 Batch  495/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.295
Epoch  18 Batch  496/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.840, Loss:  0.297
Epoch  18 Batch  497/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.326
Epoch  18 Batch  498/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.840, Loss:  0.322
Epoch  18 Batch  499/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.827, Loss:  0.288
Epoch  18 Batch  500/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.834, Loss:  0.296
Epoch  18 Batch  501/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.298
Epoch  18 Batch  502/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.839, Loss:  0.295
Epoch  18 Batch  503/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.830, Loss:  0.301
Epoch  18 Batch  504/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.836, Loss:  0.316
Epoch  18 Batch  505/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.832, Loss:  0.261
Epoch  18 Batch  506/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.298
Epoch  18 Batch  507/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.829, Loss:  0.294
Epoch  18 Batch  508/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.828, Loss:  0.290
Epoch  18 Batch  509/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.835, Loss:  0.313
Epoch  18 Batch  510/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.834, Loss:  0.308
Epoch  18 Batch  511/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.835, Loss:  0.305
Epoch  18 Batch  512/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.835, Loss:  0.301
Epoch  18 Batch  513/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.837, Loss:  0.308
Epoch  18 Batch  514/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.837, Loss:  0.310
Epoch  18 Batch  515/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.837, Loss:  0.300
Epoch  18 Batch  516/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.837, Loss:  0.287
Epoch  18 Batch  517/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.836, Loss:  0.293
Epoch  18 Batch  518/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.838, Loss:  0.270
Epoch  18 Batch  519/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.309
Epoch  18 Batch  520/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.829, Loss:  0.276
Epoch  18 Batch  521/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.830, Loss:  0.291
Epoch  18 Batch  522/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.834, Loss:  0.344
Epoch  18 Batch  523/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.834, Loss:  0.320
Epoch  18 Batch  524/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.834, Loss:  0.297
Epoch  18 Batch  525/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.839, Loss:  0.322
Epoch  18 Batch  526/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.846, Loss:  0.287
Epoch  18 Batch  527/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.841, Loss:  0.304
Epoch  18 Batch  528/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.844, Loss:  0.287
Epoch  18 Batch  529/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.845, Loss:  0.266
Epoch  18 Batch  530/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.840, Loss:  0.315
Epoch  18 Batch  531/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.839, Loss:  0.282
Epoch  18 Batch  532/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.839, Loss:  0.312
Epoch  18 Batch  533/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.833, Loss:  0.336
Epoch  18 Batch  534/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.834, Loss:  0.303
Epoch  18 Batch  535/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.842, Loss:  0.294
Epoch  18 Batch  536/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.845, Loss:  0.275
Epoch  18 Batch  537/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.843, Loss:  0.294
Epoch  18 Batch  538/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.843, Loss:  0.275
Epoch  18 Batch  539/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.840, Loss:  0.334
Epoch  18 Batch  540/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.268
Epoch  18 Batch  541/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.840, Loss:  0.312
Epoch  18 Batch  542/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.841, Loss:  0.290
Epoch  18 Batch  543/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.838, Loss:  0.302
Epoch  18 Batch  544/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.843, Loss:  0.301
Epoch  18 Batch  545/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.333
Epoch  18 Batch  546/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.846, Loss:  0.327
Epoch  18 Batch  547/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.846, Loss:  0.305
Epoch  18 Batch  548/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.846, Loss:  0.316
Epoch  18 Batch  549/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.847, Loss:  0.315
Epoch  18 Batch  550/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.848, Loss:  0.316
Epoch  18 Batch  551/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.846, Loss:  0.331
Epoch  18 Batch  552/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.846, Loss:  0.311
Epoch  18 Batch  553/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.847, Loss:  0.315
Epoch  18 Batch  554/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.850, Loss:  0.308
Epoch  18 Batch  555/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.294
Epoch  18 Batch  556/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.835, Loss:  0.282
Epoch  18 Batch  557/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.834, Loss:  0.308
Epoch  18 Batch  558/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.273
Epoch  18 Batch  559/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.838, Loss:  0.301
Epoch  18 Batch  560/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.840, Loss:  0.290
Epoch  18 Batch  561/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.841, Loss:  0.286
Epoch  18 Batch  562/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.840, Loss:  0.284
Epoch  18 Batch  563/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.839, Loss:  0.329
Epoch  18 Batch  564/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.840, Loss:  0.321
Epoch  18 Batch  565/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.837, Loss:  0.314
Epoch  18 Batch  566/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.837, Loss:  0.341
Epoch  18 Batch  567/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.301
Epoch  18 Batch  568/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.833, Loss:  0.306
Epoch  18 Batch  569/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.826, Loss:  0.313
Epoch  18 Batch  570/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.827, Loss:  0.333
Epoch  18 Batch  571/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.827, Loss:  0.282
Epoch  18 Batch  572/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.826, Loss:  0.275
Epoch  18 Batch  573/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.835, Loss:  0.327
Epoch  18 Batch  574/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.834, Loss:  0.300
Epoch  18 Batch  575/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.301
Epoch  18 Batch  576/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.832, Loss:  0.300
Epoch  18 Batch  577/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.307
Epoch  18 Batch  578/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.829, Loss:  0.312
Epoch  18 Batch  579/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.823, Loss:  0.290
Epoch  18 Batch  580/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.827, Loss:  0.267
Epoch  18 Batch  581/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.826, Loss:  0.289
Epoch  18 Batch  582/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.826, Loss:  0.292
Epoch  18 Batch  583/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.831, Loss:  0.328
Epoch  18 Batch  584/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.832, Loss:  0.307
Epoch  18 Batch  585/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.829, Loss:  0.271
Epoch  18 Batch  586/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.834, Loss:  0.307
Epoch  18 Batch  587/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.834, Loss:  0.274
Epoch  18 Batch  588/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.842, Loss:  0.296
Epoch  18 Batch  589/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.822, Loss:  0.297
Epoch  18 Batch  590/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.326
Epoch  18 Batch  591/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.826, Loss:  0.276
Epoch  18 Batch  592/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.825, Loss:  0.312
Epoch  18 Batch  593/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.819, Loss:  0.302
Epoch  18 Batch  594/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.820, Loss:  0.307
Epoch  18 Batch  595/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.820, Loss:  0.331
Epoch  18 Batch  596/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.820, Loss:  0.313
Epoch  18 Batch  597/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.818, Loss:  0.303
Epoch  18 Batch  598/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.818, Loss:  0.306
Epoch  18 Batch  599/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.816, Loss:  0.346
Epoch  18 Batch  600/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.820, Loss:  0.297
Epoch  18 Batch  601/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.820, Loss:  0.297
Epoch  18 Batch  602/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.821, Loss:  0.297
Epoch  18 Batch  603/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.821, Loss:  0.305
Epoch  18 Batch  604/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.821, Loss:  0.315
Epoch  18 Batch  605/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.825, Loss:  0.338
Epoch  18 Batch  606/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.272
Epoch  18 Batch  607/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.832, Loss:  0.275
Epoch  18 Batch  608/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.323
Epoch  18 Batch  609/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.819, Loss:  0.335
Epoch  18 Batch  610/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.819, Loss:  0.322
Epoch  18 Batch  611/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.826, Loss:  0.291
Epoch  18 Batch  612/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.835, Loss:  0.275
Epoch  18 Batch  613/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.835, Loss:  0.322
Epoch  18 Batch  614/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.290
Epoch  18 Batch  615/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.300
Epoch  18 Batch  616/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.828, Loss:  0.320
Epoch  18 Batch  617/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.828, Loss:  0.294
Epoch  18 Batch  618/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.836, Loss:  0.301
Epoch  18 Batch  619/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.837, Loss:  0.306
Epoch  18 Batch  620/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.837, Loss:  0.288
Epoch  18 Batch  621/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.837, Loss:  0.320
Epoch  18 Batch  622/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.310
Epoch  18 Batch  623/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.836, Loss:  0.312
Epoch  18 Batch  624/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.290
Epoch  18 Batch  625/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.287
Epoch  18 Batch  626/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.838, Loss:  0.261
Epoch  18 Batch  627/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.850, Loss:  0.296
Epoch  18 Batch  628/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.842, Loss:  0.316
Epoch  18 Batch  629/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.842, Loss:  0.313
Epoch  18 Batch  630/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.319
Epoch  18 Batch  631/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.839, Loss:  0.307
Epoch  18 Batch  632/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.840, Loss:  0.280
Epoch  18 Batch  633/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.840, Loss:  0.308
Epoch  18 Batch  634/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.277
Epoch  18 Batch  635/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.839, Loss:  0.329
Epoch  18 Batch  636/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.836, Loss:  0.301
Epoch  18 Batch  637/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.294
Epoch  18 Batch  638/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.295
Epoch  18 Batch  639/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.827, Loss:  0.329
Epoch  18 Batch  640/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.825, Loss:  0.265
Epoch  18 Batch  641/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.293
Epoch  18 Batch  642/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.305
Epoch  18 Batch  643/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.276
Epoch  18 Batch  644/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.300
Epoch  18 Batch  645/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.820, Loss:  0.293
Epoch  18 Batch  646/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.821, Loss:  0.297
Epoch  18 Batch  647/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.296
Epoch  18 Batch  648/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.825, Loss:  0.301
Epoch  18 Batch  649/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.826, Loss:  0.305
Epoch  18 Batch  650/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.825, Loss:  0.299
Epoch  18 Batch  651/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.832, Loss:  0.292
Epoch  18 Batch  652/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.325
Epoch  18 Batch  653/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.332
Epoch  18 Batch  654/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.834, Loss:  0.298
Epoch  18 Batch  655/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.830, Loss:  0.313
Epoch  18 Batch  656/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.826, Loss:  0.303
Epoch  18 Batch  657/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.330
Epoch  18 Batch  658/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.829, Loss:  0.294
Epoch  18 Batch  659/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.822, Loss:  0.314
Epoch  18 Batch  660/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.327
Epoch  18 Batch  661/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.817, Loss:  0.284
Epoch  18 Batch  662/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.817, Loss:  0.273
Epoch  18 Batch  663/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.828, Loss:  0.276
Epoch  18 Batch  664/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.831, Loss:  0.290
Epoch  18 Batch  665/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.298
Epoch  18 Batch  666/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.833, Loss:  0.311
Epoch  18 Batch  667/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.832, Loss:  0.336
Epoch  18 Batch  668/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.293
Epoch  18 Batch  669/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.297
Epoch  18 Batch  670/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.826, Loss:  0.274
Epoch  18 Batch  671/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.338
Epoch  18 Batch  672/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.825, Loss:  0.287
Epoch  18 Batch  673/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.830, Loss:  0.289
Epoch  18 Batch  674/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.825, Loss:  0.293
Epoch  18 Batch  675/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.828, Loss:  0.324
Epoch  18 Batch  676/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.824, Loss:  0.300
Epoch  18 Batch  677/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.311
Epoch  18 Batch  678/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.827, Loss:  0.282
Epoch  18 Batch  679/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.311
Epoch  18 Batch  680/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.821, Loss:  0.299
Epoch  18 Batch  681/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.819, Loss:  0.322
Epoch  18 Batch  682/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.819, Loss:  0.305
Epoch  18 Batch  683/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.823, Loss:  0.301
Epoch  18 Batch  684/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.300
Epoch  18 Batch  685/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.835, Loss:  0.333
Epoch  18 Batch  686/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.836, Loss:  0.284
Epoch  18 Batch  687/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.834, Loss:  0.322
Epoch  18 Batch  688/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.825, Loss:  0.303
Epoch  18 Batch  689/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.821, Loss:  0.277
Epoch  18 Batch  690/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.281
Epoch  18 Batch  691/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.324
Epoch  18 Batch  692/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.829, Loss:  0.274
Epoch  18 Batch  693/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.830, Loss:  0.329
Epoch  18 Batch  694/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.833, Loss:  0.292
Epoch  18 Batch  695/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.271
Epoch  18 Batch  696/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.841, Loss:  0.333
Epoch  18 Batch  697/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.841, Loss:  0.296
Epoch  18 Batch  698/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.841, Loss:  0.295
Epoch  18 Batch  699/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.840, Loss:  0.291
Epoch  18 Batch  700/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.836, Loss:  0.286
Epoch  18 Batch  701/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.836, Loss:  0.304
Epoch  18 Batch  702/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.316
Epoch  18 Batch  703/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.320
Epoch  18 Batch  704/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.832, Loss:  0.320
Epoch  18 Batch  705/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.833, Loss:  0.324
Epoch  18 Batch  706/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.839, Loss:  0.310
Epoch  18 Batch  707/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.838, Loss:  0.297
Epoch  18 Batch  708/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.833, Loss:  0.305
Epoch  18 Batch  709/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.829, Loss:  0.333
Epoch  18 Batch  710/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.286
Epoch  18 Batch  711/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.831, Loss:  0.340
Epoch  18 Batch  712/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.314
Epoch  18 Batch  713/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.831, Loss:  0.263
Epoch  18 Batch  714/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.837, Loss:  0.293
Epoch  18 Batch  715/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.837, Loss:  0.330
Epoch  18 Batch  716/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.838, Loss:  0.263
Epoch  18 Batch  717/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.830, Loss:  0.300
Epoch  18 Batch  718/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.305
Epoch  18 Batch  719/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.830, Loss:  0.277
Epoch  18 Batch  720/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.326
Epoch  18 Batch  721/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.829, Loss:  0.305
Epoch  18 Batch  722/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.826, Loss:  0.303
Epoch  18 Batch  723/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.828, Loss:  0.305
Epoch  18 Batch  724/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.824, Loss:  0.335
Epoch  18 Batch  725/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.822, Loss:  0.276
Epoch  18 Batch  726/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.824, Loss:  0.307
Epoch  18 Batch  727/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.827, Loss:  0.288
Epoch  18 Batch  728/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.831, Loss:  0.301
Epoch  18 Batch  729/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.830, Loss:  0.343
Epoch  18 Batch  730/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.828, Loss:  0.310
Epoch  18 Batch  731/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.826, Loss:  0.300
Epoch  18 Batch  732/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.312
Epoch  18 Batch  733/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.334
Epoch  18 Batch  734/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.827, Loss:  0.317
Epoch  18 Batch  735/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.825, Loss:  0.294
Epoch  18 Batch  736/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.824, Loss:  0.273
Epoch  18 Batch  737/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.826, Loss:  0.327
Epoch  18 Batch  738/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.824, Loss:  0.267
Epoch  18 Batch  739/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.820, Loss:  0.292
Epoch  18 Batch  740/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.294
Epoch  18 Batch  741/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.824, Loss:  0.305
Epoch  18 Batch  742/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.301
Epoch  18 Batch  743/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.827, Loss:  0.300
Epoch  18 Batch  744/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.828, Loss:  0.273
Epoch  18 Batch  745/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.834, Loss:  0.295
Epoch  18 Batch  746/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.836, Loss:  0.297
Epoch  18 Batch  747/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.835, Loss:  0.273
Epoch  18 Batch  748/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.839, Loss:  0.305
Epoch  18 Batch  749/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.843, Loss:  0.303
Epoch  18 Batch  750/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.844, Loss:  0.304
Epoch  18 Batch  751/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.844, Loss:  0.294
Epoch  18 Batch  752/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.279
Epoch  18 Batch  753/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.841, Loss:  0.298
Epoch  18 Batch  754/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.841, Loss:  0.330
Epoch  18 Batch  755/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.295
Epoch  18 Batch  756/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.842, Loss:  0.288
Epoch  18 Batch  757/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.301
Epoch  18 Batch  758/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.840, Loss:  0.274
Epoch  18 Batch  759/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.282
Epoch  18 Batch  760/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.836, Loss:  0.314
Epoch  18 Batch  761/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.306
Epoch  18 Batch  762/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.832, Loss:  0.300
Epoch  18 Batch  763/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.831, Loss:  0.287
Epoch  18 Batch  764/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.301
Epoch  18 Batch  765/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.838, Loss:  0.279
Epoch  18 Batch  766/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.841, Loss:  0.329
Epoch  18 Batch  767/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.842, Loss:  0.287
Epoch  18 Batch  768/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.838, Loss:  0.299
Epoch  18 Batch  769/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.839, Loss:  0.295
Epoch  18 Batch  770/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.835, Loss:  0.270
Epoch  18 Batch  771/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.309
Epoch  18 Batch  772/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.836, Loss:  0.277
Epoch  18 Batch  773/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.829, Loss:  0.271
Epoch  18 Batch  774/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.827, Loss:  0.315
Epoch  18 Batch  775/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.291
Epoch  18 Batch  776/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.835, Loss:  0.280
Epoch  18 Batch  777/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.835, Loss:  0.307
Epoch  18 Batch  778/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.835, Loss:  0.285
Epoch  18 Batch  779/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.840, Loss:  0.308
Epoch  18 Batch  780/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.836, Loss:  0.325
Epoch  18 Batch  781/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.835, Loss:  0.273
Epoch  18 Batch  782/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.835, Loss:  0.294
Epoch  18 Batch  783/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.306
Epoch  18 Batch  784/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.829, Loss:  0.287
Epoch  18 Batch  785/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.823, Loss:  0.296
Epoch  18 Batch  786/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.818, Loss:  0.294
Epoch  18 Batch  787/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.825, Loss:  0.268
Epoch  18 Batch  788/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.829, Loss:  0.276
Epoch  18 Batch  789/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.831, Loss:  0.303
Epoch  18 Batch  790/1077 - Train Accuracy:  0.779, Validation Accuracy:  0.826, Loss:  0.326
Epoch  18 Batch  791/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.826, Loss:  0.318
Epoch  18 Batch  792/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.302
Epoch  18 Batch  793/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.825, Loss:  0.304
Epoch  18 Batch  794/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.819, Loss:  0.281
Epoch  18 Batch  795/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.818, Loss:  0.320
Epoch  18 Batch  796/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.823, Loss:  0.303
Epoch  18 Batch  797/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.824, Loss:  0.314
Epoch  18 Batch  798/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.836, Loss:  0.302
Epoch  18 Batch  799/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.823, Loss:  0.350
Epoch  18 Batch  800/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.827, Loss:  0.305
Epoch  18 Batch  801/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.831, Loss:  0.303
Epoch  18 Batch  802/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.829, Loss:  0.309
Epoch  18 Batch  803/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.314
Epoch  18 Batch  804/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.829, Loss:  0.289
Epoch  18 Batch  805/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.827, Loss:  0.308
Epoch  18 Batch  806/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.816, Loss:  0.297
Epoch  18 Batch  807/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.822, Loss:  0.291
Epoch  18 Batch  808/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.819, Loss:  0.318
Epoch  18 Batch  809/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.820, Loss:  0.336
Epoch  18 Batch  810/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.288
Epoch  18 Batch  811/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.820, Loss:  0.277
Epoch  18 Batch  812/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.817, Loss:  0.302
Epoch  18 Batch  813/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.820, Loss:  0.305
Epoch  18 Batch  814/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.309
Epoch  18 Batch  815/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.308
Epoch  18 Batch  816/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.824, Loss:  0.312
Epoch  18 Batch  817/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.821, Loss:  0.318
Epoch  18 Batch  818/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.826, Loss:  0.315
Epoch  18 Batch  819/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.826, Loss:  0.294
Epoch  18 Batch  820/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.829, Loss:  0.311
Epoch  18 Batch  821/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.823, Loss:  0.312
Epoch  18 Batch  822/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.823, Loss:  0.296
Epoch  18 Batch  823/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.824, Loss:  0.300
Epoch  18 Batch  824/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.822, Loss:  0.271
Epoch  18 Batch  825/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.815, Loss:  0.310
Epoch  18 Batch  826/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.817, Loss:  0.279
Epoch  18 Batch  827/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.825, Loss:  0.339
Epoch  18 Batch  828/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.824, Loss:  0.291
Epoch  18 Batch  829/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.830, Loss:  0.321
Epoch  18 Batch  830/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.830, Loss:  0.309
Epoch  18 Batch  831/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.830, Loss:  0.316
Epoch  18 Batch  832/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.308
Epoch  18 Batch  833/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.832, Loss:  0.300
Epoch  18 Batch  834/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.827, Loss:  0.300
Epoch  18 Batch  835/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.829, Loss:  0.315
Epoch  18 Batch  836/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.830, Loss:  0.282
Epoch  18 Batch  837/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.834, Loss:  0.334
Epoch  18 Batch  838/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.833, Loss:  0.281
Epoch  18 Batch  839/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.299
Epoch  18 Batch  840/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.832, Loss:  0.285
Epoch  18 Batch  841/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.831, Loss:  0.295
Epoch  18 Batch  842/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.831, Loss:  0.286
Epoch  18 Batch  843/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.297
Epoch  18 Batch  844/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.279
Epoch  18 Batch  845/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.830, Loss:  0.284
Epoch  18 Batch  846/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.827, Loss:  0.310
Epoch  18 Batch  847/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.827, Loss:  0.324
Epoch  18 Batch  848/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.821, Loss:  0.285
Epoch  18 Batch  849/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.822, Loss:  0.291
Epoch  18 Batch  850/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.327
Epoch  18 Batch  851/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.818, Loss:  0.293
Epoch  18 Batch  852/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.317
Epoch  18 Batch  853/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.830, Loss:  0.287
Epoch  18 Batch  854/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.823, Loss:  0.310
Epoch  18 Batch  855/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.827, Loss:  0.308
Epoch  18 Batch  856/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.826, Loss:  0.309
Epoch  18 Batch  857/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.285
Epoch  18 Batch  858/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.289
Epoch  18 Batch  859/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.831, Loss:  0.315
Epoch  18 Batch  860/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.278
Epoch  18 Batch  861/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.824, Loss:  0.294
Epoch  18 Batch  862/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.831, Loss:  0.321
Epoch  18 Batch  863/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.290
Epoch  18 Batch  864/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.839, Loss:  0.291
Epoch  18 Batch  865/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.284
Epoch  18 Batch  866/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.836, Loss:  0.306
Epoch  18 Batch  867/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.839, Loss:  0.342
Epoch  18 Batch  868/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.835, Loss:  0.308
Epoch  18 Batch  869/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.835, Loss:  0.318
Epoch  18 Batch  870/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.831, Loss:  0.331
Epoch  18 Batch  871/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.828, Loss:  0.283
Epoch  18 Batch  872/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.826, Loss:  0.286
Epoch  18 Batch  873/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.825, Loss:  0.303
Epoch  18 Batch  874/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.823, Loss:  0.309
Epoch  18 Batch  875/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.313
Epoch  18 Batch  876/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.820, Loss:  0.294
Epoch  18 Batch  877/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.820, Loss:  0.281
Epoch  18 Batch  878/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.821, Loss:  0.309
Epoch  18 Batch  879/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.820, Loss:  0.279
Epoch  18 Batch  880/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.821, Loss:  0.305
Epoch  18 Batch  881/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.305
Epoch  18 Batch  882/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.836, Loss:  0.339
Epoch  18 Batch  883/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.838, Loss:  0.332
Epoch  18 Batch  884/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.833, Loss:  0.285
Epoch  18 Batch  885/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.831, Loss:  0.251
Epoch  18 Batch  886/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.321
Epoch  18 Batch  887/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.827, Loss:  0.295
Epoch  18 Batch  888/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.827, Loss:  0.287
Epoch  18 Batch  889/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.827, Loss:  0.320
Epoch  18 Batch  890/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.825, Loss:  0.287
Epoch  18 Batch  891/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.830, Loss:  0.304
Epoch  18 Batch  892/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.829, Loss:  0.274
Epoch  18 Batch  893/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.285
Epoch  18 Batch  894/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.835, Loss:  0.283
Epoch  18 Batch  895/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.830, Loss:  0.303
Epoch  18 Batch  896/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.312
Epoch  18 Batch  897/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.836, Loss:  0.264
Epoch  18 Batch  898/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.835, Loss:  0.282
Epoch  18 Batch  899/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.829, Loss:  0.311
Epoch  18 Batch  900/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.829, Loss:  0.328
Epoch  18 Batch  901/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.833, Loss:  0.302
Epoch  18 Batch  902/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.832, Loss:  0.291
Epoch  18 Batch  903/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.833, Loss:  0.284
Epoch  18 Batch  904/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.833, Loss:  0.296
Epoch  18 Batch  905/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.836, Loss:  0.300
Epoch  18 Batch  906/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.832, Loss:  0.275
Epoch  18 Batch  907/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.836, Loss:  0.303
Epoch  18 Batch  908/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.826, Loss:  0.316
Epoch  18 Batch  909/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.835, Loss:  0.294
Epoch  18 Batch  910/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.838, Loss:  0.286
Epoch  18 Batch  911/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.840, Loss:  0.273
Epoch  18 Batch  912/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.318
Epoch  18 Batch  913/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.338
Epoch  18 Batch  914/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.842, Loss:  0.293
Epoch  18 Batch  915/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.840, Loss:  0.330
Epoch  18 Batch  916/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.842, Loss:  0.311
Epoch  18 Batch  917/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.844, Loss:  0.317
Epoch  18 Batch  918/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.845, Loss:  0.265
Epoch  18 Batch  919/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.842, Loss:  0.283
Epoch  18 Batch  920/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.841, Loss:  0.322
Epoch  18 Batch  921/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.835, Loss:  0.317
Epoch  18 Batch  922/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.836, Loss:  0.297
Epoch  18 Batch  923/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.836, Loss:  0.309
Epoch  18 Batch  924/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.838, Loss:  0.337
Epoch  18 Batch  925/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.284
Epoch  18 Batch  926/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.836, Loss:  0.315
Epoch  18 Batch  927/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.838, Loss:  0.313
Epoch  18 Batch  928/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.310
Epoch  18 Batch  929/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.313
Epoch  18 Batch  930/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.838, Loss:  0.291
Epoch  18 Batch  931/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.835, Loss:  0.284
Epoch  18 Batch  932/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.825, Loss:  0.295
Epoch  18 Batch  933/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.821, Loss:  0.304
Epoch  18 Batch  934/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.822, Loss:  0.317
Epoch  18 Batch  935/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.822, Loss:  0.317
Epoch  18 Batch  936/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.827, Loss:  0.302
Epoch  18 Batch  937/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.315
Epoch  18 Batch  938/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.842, Loss:  0.320
Epoch  18 Batch  939/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.321
Epoch  18 Batch  940/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.842, Loss:  0.298
Epoch  18 Batch  941/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.846, Loss:  0.283
Epoch  18 Batch  942/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.846, Loss:  0.296
Epoch  18 Batch  943/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.304
Epoch  18 Batch  944/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.840, Loss:  0.285
Epoch  18 Batch  945/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.840, Loss:  0.303
Epoch  18 Batch  946/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.845, Loss:  0.288
Epoch  18 Batch  947/1077 - Train Accuracy:  0.793, Validation Accuracy:  0.845, Loss:  0.321
Epoch  18 Batch  948/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.842, Loss:  0.306
Epoch  18 Batch  949/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.846, Loss:  0.278
Epoch  18 Batch  950/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.838, Loss:  0.275
Epoch  18 Batch  951/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.830, Loss:  0.296
Epoch  18 Batch  952/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.825, Loss:  0.296
Epoch  18 Batch  953/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.823, Loss:  0.292
Epoch  18 Batch  954/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.296
Epoch  18 Batch  955/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.297
Epoch  18 Batch  956/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.823, Loss:  0.308
Epoch  18 Batch  957/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.823, Loss:  0.293
Epoch  18 Batch  958/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.300
Epoch  18 Batch  959/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.821, Loss:  0.295
Epoch  18 Batch  960/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.825, Loss:  0.300
Epoch  18 Batch  961/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.822, Loss:  0.331
Epoch  18 Batch  962/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.826, Loss:  0.298
Epoch  18 Batch  963/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.830, Loss:  0.330
Epoch  18 Batch  964/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.830, Loss:  0.291
Epoch  18 Batch  965/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.833, Loss:  0.328
Epoch  18 Batch  966/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.829, Loss:  0.257
Epoch  18 Batch  967/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.830, Loss:  0.292
Epoch  18 Batch  968/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.830, Loss:  0.331
Epoch  18 Batch  969/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.831, Loss:  0.316
Epoch  18 Batch  970/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.333
Epoch  18 Batch  971/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.832, Loss:  0.288
Epoch  18 Batch  972/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.290
Epoch  18 Batch  973/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.831, Loss:  0.262
Epoch  18 Batch  974/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.836, Loss:  0.296
Epoch  18 Batch  975/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.838, Loss:  0.291
Epoch  18 Batch  976/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.836, Loss:  0.274
Epoch  18 Batch  977/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.835, Loss:  0.267
Epoch  18 Batch  978/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.307
Epoch  18 Batch  979/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.842, Loss:  0.315
Epoch  18 Batch  980/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.307
Epoch  18 Batch  981/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.837, Loss:  0.311
Epoch  18 Batch  982/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.836, Loss:  0.306
Epoch  18 Batch  983/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.308
Epoch  18 Batch  984/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.838, Loss:  0.329
Epoch  18 Batch  985/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.294
Epoch  18 Batch  986/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.311
Epoch  18 Batch  987/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.271
Epoch  18 Batch  988/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.843, Loss:  0.306
Epoch  18 Batch  989/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.309
Epoch  18 Batch  990/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.847, Loss:  0.311
Epoch  18 Batch  991/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.842, Loss:  0.324
Epoch  18 Batch  992/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.299
Epoch  18 Batch  993/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.840, Loss:  0.270
Epoch  18 Batch  994/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.841, Loss:  0.306
Epoch  18 Batch  995/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.281
Epoch  18 Batch  996/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.843, Loss:  0.303
Epoch  18 Batch  997/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.843, Loss:  0.293
Epoch  18 Batch  998/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.840, Loss:  0.310
Epoch  18 Batch  999/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.836, Loss:  0.292
Epoch  18 Batch 1000/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.283
Epoch  18 Batch 1001/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.840, Loss:  0.271
Epoch  18 Batch 1002/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.288
Epoch  18 Batch 1003/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.835, Loss:  0.304
Epoch  18 Batch 1004/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.307
Epoch  18 Batch 1005/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.839, Loss:  0.300
Epoch  18 Batch 1006/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.272
Epoch  18 Batch 1007/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.836, Loss:  0.280
Epoch  18 Batch 1008/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.837, Loss:  0.308
Epoch  18 Batch 1009/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.833, Loss:  0.270
Epoch  18 Batch 1010/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.835, Loss:  0.309
Epoch  18 Batch 1011/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.835, Loss:  0.298
Epoch  18 Batch 1012/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.277
Epoch  18 Batch 1013/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.278
Epoch  18 Batch 1014/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.840, Loss:  0.328
Epoch  18 Batch 1015/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.328
Epoch  18 Batch 1016/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.831, Loss:  0.310
Epoch  18 Batch 1017/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.826, Loss:  0.303
Epoch  18 Batch 1018/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.826, Loss:  0.285
Epoch  18 Batch 1019/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.340
Epoch  18 Batch 1020/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.822, Loss:  0.292
Epoch  18 Batch 1021/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.831, Loss:  0.283
Epoch  18 Batch 1022/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.831, Loss:  0.288
Epoch  18 Batch 1023/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.831, Loss:  0.273
Epoch  18 Batch 1024/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.827, Loss:  0.332
Epoch  18 Batch 1025/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.830, Loss:  0.307
Epoch  18 Batch 1026/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.832, Loss:  0.286
Epoch  18 Batch 1027/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.832, Loss:  0.318
Epoch  18 Batch 1028/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.833, Loss:  0.299
Epoch  18 Batch 1029/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.828, Loss:  0.286
Epoch  18 Batch 1030/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.827, Loss:  0.288
Epoch  18 Batch 1031/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.832, Loss:  0.312
Epoch  18 Batch 1032/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.313
Epoch  18 Batch 1033/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.830, Loss:  0.282
Epoch  18 Batch 1034/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.299
Epoch  18 Batch 1035/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.839, Loss:  0.273
Epoch  18 Batch 1036/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.310
Epoch  18 Batch 1037/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.841, Loss:  0.315
Epoch  18 Batch 1038/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.842, Loss:  0.303
Epoch  18 Batch 1039/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.845, Loss:  0.289
Epoch  18 Batch 1040/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.846, Loss:  0.316
Epoch  18 Batch 1041/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.313
Epoch  18 Batch 1042/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.837, Loss:  0.304
Epoch  18 Batch 1043/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.835, Loss:  0.300
Epoch  18 Batch 1044/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.299
Epoch  18 Batch 1045/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.825, Loss:  0.306
Epoch  18 Batch 1046/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.831, Loss:  0.272
Epoch  18 Batch 1047/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.292
Epoch  18 Batch 1048/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.844, Loss:  0.300
Epoch  18 Batch 1049/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.841, Loss:  0.331
Epoch  18 Batch 1050/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.300
Epoch  18 Batch 1051/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.841, Loss:  0.303
Epoch  18 Batch 1052/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.284
Epoch  18 Batch 1053/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.294
Epoch  18 Batch 1054/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.836, Loss:  0.295
Epoch  18 Batch 1055/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.830, Loss:  0.285
Epoch  18 Batch 1056/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.830, Loss:  0.283
Epoch  18 Batch 1057/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.825, Loss:  0.319
Epoch  18 Batch 1058/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.832, Loss:  0.327
Epoch  18 Batch 1059/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.835, Loss:  0.339
Epoch  18 Batch 1060/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.834, Loss:  0.270
Epoch  18 Batch 1061/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.324
Epoch  18 Batch 1062/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.834, Loss:  0.312
Epoch  18 Batch 1063/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.832, Loss:  0.288
Epoch  18 Batch 1064/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.837, Loss:  0.302
Epoch  18 Batch 1065/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.837, Loss:  0.296
Epoch  18 Batch 1066/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.832, Loss:  0.286
Epoch  18 Batch 1067/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.309
Epoch  18 Batch 1068/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.844, Loss:  0.287
Epoch  18 Batch 1069/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.844, Loss:  0.280
Epoch  18 Batch 1070/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.850, Loss:  0.310
Epoch  18 Batch 1071/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.853, Loss:  0.290
Epoch  18 Batch 1072/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.853, Loss:  0.286
Epoch  18 Batch 1073/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.327
Epoch  18 Batch 1074/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.854, Loss:  0.323
Epoch  18 Batch 1075/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.850, Loss:  0.335
Epoch  19 Batch    0/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.845, Loss:  0.275
Epoch  19 Batch    1/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.832, Loss:  0.294
Epoch  19 Batch    2/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.835, Loss:  0.301
Epoch  19 Batch    3/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.834, Loss:  0.304
Epoch  19 Batch    4/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.825, Loss:  0.307
Epoch  19 Batch    5/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.830, Loss:  0.332
Epoch  19 Batch    6/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.829, Loss:  0.323
Epoch  19 Batch    7/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.281
Epoch  19 Batch    8/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.833, Loss:  0.290
Epoch  19 Batch    9/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.830, Loss:  0.305
Epoch  19 Batch   10/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.830, Loss:  0.311
Epoch  19 Batch   11/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.826, Loss:  0.296
Epoch  19 Batch   12/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.831, Loss:  0.292
Epoch  19 Batch   13/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.290
Epoch  19 Batch   14/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.826, Loss:  0.275
Epoch  19 Batch   15/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.826, Loss:  0.283
Epoch  19 Batch   16/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.303
Epoch  19 Batch   17/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.828, Loss:  0.295
Epoch  19 Batch   18/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.832, Loss:  0.296
Epoch  19 Batch   19/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.831, Loss:  0.307
Epoch  19 Batch   20/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.826, Loss:  0.292
Epoch  19 Batch   21/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.819, Loss:  0.336
Epoch  19 Batch   22/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.814, Loss:  0.303
Epoch  19 Batch   23/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.826, Loss:  0.298
Epoch  19 Batch   24/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.826, Loss:  0.279
Epoch  19 Batch   25/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.832, Loss:  0.283
Epoch  19 Batch   26/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.834, Loss:  0.308
Epoch  19 Batch   27/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.272
Epoch  19 Batch   28/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.820, Loss:  0.308
Epoch  19 Batch   29/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.819, Loss:  0.296
Epoch  19 Batch   30/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.829, Loss:  0.289
Epoch  19 Batch   31/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.293
Epoch  19 Batch   32/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.824, Loss:  0.262
Epoch  19 Batch   33/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.823, Loss:  0.288
Epoch  19 Batch   34/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.819, Loss:  0.316
Epoch  19 Batch   35/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.823, Loss:  0.299
Epoch  19 Batch   36/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.828, Loss:  0.281
Epoch  19 Batch   37/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.837, Loss:  0.312
Epoch  19 Batch   38/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.333
Epoch  19 Batch   39/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.333
Epoch  19 Batch   40/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.832, Loss:  0.291
Epoch  19 Batch   41/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.833, Loss:  0.305
Epoch  19 Batch   42/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.838, Loss:  0.320
Epoch  19 Batch   43/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.830, Loss:  0.289
Epoch  19 Batch   44/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.833, Loss:  0.301
Epoch  19 Batch   45/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.833, Loss:  0.290
Epoch  19 Batch   46/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.837, Loss:  0.320
Epoch  19 Batch   47/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.298
Epoch  19 Batch   48/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.364
Epoch  19 Batch   49/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.292
Epoch  19 Batch   50/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.831, Loss:  0.300
Epoch  19 Batch   51/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.829, Loss:  0.283
Epoch  19 Batch   52/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.833, Loss:  0.289
Epoch  19 Batch   53/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.300
Epoch  19 Batch   54/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.833, Loss:  0.335
Epoch  19 Batch   55/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.835, Loss:  0.298
Epoch  19 Batch   56/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.294
Epoch  19 Batch   57/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.840, Loss:  0.283
Epoch  19 Batch   58/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.283
Epoch  19 Batch   59/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.299
Epoch  19 Batch   60/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.844, Loss:  0.292
Epoch  19 Batch   61/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.330
Epoch  19 Batch   62/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.842, Loss:  0.322
Epoch  19 Batch   63/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.837, Loss:  0.269
Epoch  19 Batch   64/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.293
Epoch  19 Batch   65/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.836, Loss:  0.298
Epoch  19 Batch   66/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.841, Loss:  0.270
Epoch  19 Batch   67/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.839, Loss:  0.301
Epoch  19 Batch   68/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.833, Loss:  0.311
Epoch  19 Batch   69/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.839, Loss:  0.324
Epoch  19 Batch   70/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.835, Loss:  0.318
Epoch  19 Batch   71/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.835, Loss:  0.287
Epoch  19 Batch   72/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.838, Loss:  0.308
Epoch  19 Batch   73/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.838, Loss:  0.310
Epoch  19 Batch   74/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.264
Epoch  19 Batch   75/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.838, Loss:  0.324
Epoch  19 Batch   76/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.834, Loss:  0.271
Epoch  19 Batch   77/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.842, Loss:  0.306
Epoch  19 Batch   78/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.845, Loss:  0.310
Epoch  19 Batch   79/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.848, Loss:  0.310
Epoch  19 Batch   80/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.845, Loss:  0.311
Epoch  19 Batch   81/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.845, Loss:  0.293
Epoch  19 Batch   82/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.845, Loss:  0.283
Epoch  19 Batch   83/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.844, Loss:  0.317
Epoch  19 Batch   84/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.306
Epoch  19 Batch   85/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.850, Loss:  0.291
Epoch  19 Batch   86/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.846, Loss:  0.304
Epoch  19 Batch   87/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.845, Loss:  0.328
Epoch  19 Batch   88/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.845, Loss:  0.329
Epoch  19 Batch   89/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.851, Loss:  0.303
Epoch  19 Batch   90/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.846, Loss:  0.311
Epoch  19 Batch   91/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.847, Loss:  0.265
Epoch  19 Batch   92/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.850, Loss:  0.308
Epoch  19 Batch   93/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.846, Loss:  0.310
Epoch  19 Batch   94/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.846, Loss:  0.272
Epoch  19 Batch   95/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.319
Epoch  19 Batch   96/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.847, Loss:  0.310
Epoch  19 Batch   97/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.291
Epoch  19 Batch   98/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.850, Loss:  0.283
Epoch  19 Batch   99/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.849, Loss:  0.314
Epoch  19 Batch  100/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.845, Loss:  0.293
Epoch  19 Batch  101/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.850, Loss:  0.304
Epoch  19 Batch  102/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.269
Epoch  19 Batch  103/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.848, Loss:  0.343
Epoch  19 Batch  104/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.836, Loss:  0.300
Epoch  19 Batch  105/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.836, Loss:  0.286
Epoch  19 Batch  106/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.829, Loss:  0.330
Epoch  19 Batch  107/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.841, Loss:  0.289
Epoch  19 Batch  108/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.843, Loss:  0.266
Epoch  19 Batch  109/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.839, Loss:  0.293
Epoch  19 Batch  110/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.273
Epoch  19 Batch  111/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.835, Loss:  0.312
Epoch  19 Batch  112/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.839, Loss:  0.307
Epoch  19 Batch  113/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.327
Epoch  19 Batch  114/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.291
Epoch  19 Batch  115/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.835, Loss:  0.335
Epoch  19 Batch  116/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.836, Loss:  0.333
Epoch  19 Batch  117/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.309
Epoch  19 Batch  118/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.830, Loss:  0.314
Epoch  19 Batch  119/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.831, Loss:  0.297
Epoch  19 Batch  120/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.331
Epoch  19 Batch  121/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.838, Loss:  0.309
Epoch  19 Batch  122/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.841, Loss:  0.291
Epoch  19 Batch  123/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.842, Loss:  0.272
Epoch  19 Batch  124/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.320
Epoch  19 Batch  125/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.313
Epoch  19 Batch  126/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.847, Loss:  0.272
Epoch  19 Batch  127/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.290
Epoch  19 Batch  128/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.273
Epoch  19 Batch  129/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.838, Loss:  0.296
Epoch  19 Batch  130/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.835, Loss:  0.262
Epoch  19 Batch  131/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.284
Epoch  19 Batch  132/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.835, Loss:  0.315
Epoch  19 Batch  133/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.830, Loss:  0.287
Epoch  19 Batch  134/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.833, Loss:  0.284
Epoch  19 Batch  135/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.830, Loss:  0.279
Epoch  19 Batch  136/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.827, Loss:  0.298
Epoch  19 Batch  137/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.826, Loss:  0.275
Epoch  19 Batch  138/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.825, Loss:  0.300
Epoch  19 Batch  139/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.819, Loss:  0.285
Epoch  19 Batch  140/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.827, Loss:  0.311
Epoch  19 Batch  141/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.294
Epoch  19 Batch  142/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.818, Loss:  0.271
Epoch  19 Batch  143/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.821, Loss:  0.304
Epoch  19 Batch  144/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.820, Loss:  0.330
Epoch  19 Batch  145/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.819, Loss:  0.304
Epoch  19 Batch  146/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.826, Loss:  0.313
Epoch  19 Batch  147/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.828, Loss:  0.308
Epoch  19 Batch  148/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.830, Loss:  0.279
Epoch  19 Batch  149/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.838, Loss:  0.301
Epoch  19 Batch  150/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.846, Loss:  0.291
Epoch  19 Batch  151/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.271
Epoch  19 Batch  152/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.843, Loss:  0.306
Epoch  19 Batch  153/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.841, Loss:  0.321
Epoch  19 Batch  154/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.308
Epoch  19 Batch  155/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.306
Epoch  19 Batch  156/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.837, Loss:  0.277
Epoch  19 Batch  157/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.837, Loss:  0.319
Epoch  19 Batch  158/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.839, Loss:  0.297
Epoch  19 Batch  159/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.837, Loss:  0.271
Epoch  19 Batch  160/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.831, Loss:  0.268
Epoch  19 Batch  161/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.298
Epoch  19 Batch  162/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.826, Loss:  0.334
Epoch  19 Batch  163/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.826, Loss:  0.324
Epoch  19 Batch  164/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.830, Loss:  0.314
Epoch  19 Batch  165/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.282
Epoch  19 Batch  166/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.833, Loss:  0.289
Epoch  19 Batch  167/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.839, Loss:  0.285
Epoch  19 Batch  168/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.331
Epoch  19 Batch  169/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.308
Epoch  19 Batch  170/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.837, Loss:  0.309
Epoch  19 Batch  171/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.841, Loss:  0.274
Epoch  19 Batch  172/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.840, Loss:  0.265
Epoch  19 Batch  173/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.324
Epoch  19 Batch  174/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.839, Loss:  0.285
Epoch  19 Batch  175/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.839, Loss:  0.280
Epoch  19 Batch  176/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.834, Loss:  0.296
Epoch  19 Batch  177/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.293
Epoch  19 Batch  178/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.838, Loss:  0.289
Epoch  19 Batch  179/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.836, Loss:  0.296
Epoch  19 Batch  180/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.832, Loss:  0.277
Epoch  19 Batch  181/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.830, Loss:  0.322
Epoch  19 Batch  182/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.278
Epoch  19 Batch  183/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.830, Loss:  0.304
Epoch  19 Batch  184/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.285
Epoch  19 Batch  185/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.833, Loss:  0.316
Epoch  19 Batch  186/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.835, Loss:  0.303
Epoch  19 Batch  187/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.287
Epoch  19 Batch  188/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.301
Epoch  19 Batch  189/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.837, Loss:  0.308
Epoch  19 Batch  190/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.837, Loss:  0.291
Epoch  19 Batch  191/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.835, Loss:  0.260
Epoch  19 Batch  192/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.835, Loss:  0.312
Epoch  19 Batch  193/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.836, Loss:  0.301
Epoch  19 Batch  194/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.836, Loss:  0.282
Epoch  19 Batch  195/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.835, Loss:  0.299
Epoch  19 Batch  196/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.835, Loss:  0.282
Epoch  19 Batch  197/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.288
Epoch  19 Batch  198/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.841, Loss:  0.290
Epoch  19 Batch  199/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.841, Loss:  0.285
Epoch  19 Batch  200/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.289
Epoch  19 Batch  201/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.837, Loss:  0.263
Epoch  19 Batch  202/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.299
Epoch  19 Batch  203/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.827, Loss:  0.289
Epoch  19 Batch  204/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.831, Loss:  0.342
Epoch  19 Batch  205/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.835, Loss:  0.336
Epoch  19 Batch  206/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.835, Loss:  0.290
Epoch  19 Batch  207/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.843, Loss:  0.271
Epoch  19 Batch  208/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.843, Loss:  0.321
Epoch  19 Batch  209/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.843, Loss:  0.260
Epoch  19 Batch  210/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.841, Loss:  0.295
Epoch  19 Batch  211/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.835, Loss:  0.296
Epoch  19 Batch  212/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.841, Loss:  0.274
Epoch  19 Batch  213/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.831, Loss:  0.269
Epoch  19 Batch  214/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.830, Loss:  0.298
Epoch  19 Batch  215/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.832, Loss:  0.318
Epoch  19 Batch  216/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.318
Epoch  19 Batch  217/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.266
Epoch  19 Batch  218/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.831, Loss:  0.332
Epoch  19 Batch  219/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.838, Loss:  0.296
Epoch  19 Batch  220/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.311
Epoch  19 Batch  221/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.841, Loss:  0.305
Epoch  19 Batch  222/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.841, Loss:  0.318
Epoch  19 Batch  223/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.848, Loss:  0.265
Epoch  19 Batch  224/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.303
Epoch  19 Batch  225/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.845, Loss:  0.318
Epoch  19 Batch  226/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.847, Loss:  0.292
Epoch  19 Batch  227/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.849, Loss:  0.329
Epoch  19 Batch  228/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.277
Epoch  19 Batch  229/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.843, Loss:  0.306
Epoch  19 Batch  230/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.264
Epoch  19 Batch  231/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.328
Epoch  19 Batch  232/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.830, Loss:  0.303
Epoch  19 Batch  233/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.835, Loss:  0.335
Epoch  19 Batch  234/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.835, Loss:  0.311
Epoch  19 Batch  235/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.832, Loss:  0.270
Epoch  19 Batch  236/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.836, Loss:  0.296
Epoch  19 Batch  237/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.836, Loss:  0.265
Epoch  19 Batch  238/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.834, Loss:  0.285
Epoch  19 Batch  239/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.827, Loss:  0.274
Epoch  19 Batch  240/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.822, Loss:  0.273
Epoch  19 Batch  241/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.822, Loss:  0.266
Epoch  19 Batch  242/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.830, Loss:  0.279
Epoch  19 Batch  243/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.832, Loss:  0.305
Epoch  19 Batch  244/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.828, Loss:  0.301
Epoch  19 Batch  245/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.267
Epoch  19 Batch  246/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.827, Loss:  0.290
Epoch  19 Batch  247/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.834, Loss:  0.286
Epoch  19 Batch  248/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.835, Loss:  0.281
Epoch  19 Batch  249/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.834, Loss:  0.299
Epoch  19 Batch  250/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.834, Loss:  0.270
Epoch  19 Batch  251/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.832, Loss:  0.285
Epoch  19 Batch  252/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.841, Loss:  0.287
Epoch  19 Batch  253/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.840, Loss:  0.292
Epoch  19 Batch  254/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.306
Epoch  19 Batch  255/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.834, Loss:  0.286
Epoch  19 Batch  256/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.326
Epoch  19 Batch  257/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.834, Loss:  0.282
Epoch  19 Batch  258/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.285
Epoch  19 Batch  259/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.836, Loss:  0.281
Epoch  19 Batch  260/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.837, Loss:  0.281
Epoch  19 Batch  261/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.837, Loss:  0.290
Epoch  19 Batch  262/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.276
Epoch  19 Batch  263/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.833, Loss:  0.276
Epoch  19 Batch  264/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.833, Loss:  0.300
Epoch  19 Batch  265/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.832, Loss:  0.294
Epoch  19 Batch  266/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.831, Loss:  0.281
Epoch  19 Batch  267/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.830, Loss:  0.265
Epoch  19 Batch  268/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.318
Epoch  19 Batch  269/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.828, Loss:  0.313
Epoch  19 Batch  270/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.824, Loss:  0.320
Epoch  19 Batch  271/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.829, Loss:  0.276
Epoch  19 Batch  272/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.832, Loss:  0.346
Epoch  19 Batch  273/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.829, Loss:  0.280
Epoch  19 Batch  274/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.832, Loss:  0.298
Epoch  19 Batch  275/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.306
Epoch  19 Batch  276/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.338
Epoch  19 Batch  277/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.830, Loss:  0.250
Epoch  19 Batch  278/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.831, Loss:  0.318
Epoch  19 Batch  279/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.838, Loss:  0.342
Epoch  19 Batch  280/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.839, Loss:  0.307
Epoch  19 Batch  281/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.836, Loss:  0.292
Epoch  19 Batch  282/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.832, Loss:  0.333
Epoch  19 Batch  283/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.832, Loss:  0.308
Epoch  19 Batch  284/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.834, Loss:  0.322
Epoch  19 Batch  285/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.834, Loss:  0.298
Epoch  19 Batch  286/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.836, Loss:  0.268
Epoch  19 Batch  287/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.836, Loss:  0.317
Epoch  19 Batch  288/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.320
Epoch  19 Batch  289/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.834, Loss:  0.302
Epoch  19 Batch  290/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.819, Loss:  0.320
Epoch  19 Batch  291/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.821, Loss:  0.311
Epoch  19 Batch  292/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.819, Loss:  0.287
Epoch  19 Batch  293/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.822, Loss:  0.310
Epoch  19 Batch  294/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.822, Loss:  0.279
Epoch  19 Batch  295/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.824, Loss:  0.337
Epoch  19 Batch  296/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.827, Loss:  0.285
Epoch  19 Batch  297/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.828, Loss:  0.330
Epoch  19 Batch  298/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.827, Loss:  0.334
Epoch  19 Batch  299/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.826, Loss:  0.283
Epoch  19 Batch  300/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.826, Loss:  0.284
Epoch  19 Batch  301/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.827, Loss:  0.278
Epoch  19 Batch  302/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.828, Loss:  0.277
Epoch  19 Batch  303/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.822, Loss:  0.317
Epoch  19 Batch  304/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.820, Loss:  0.274
Epoch  19 Batch  305/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.821, Loss:  0.321
Epoch  19 Batch  306/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.820, Loss:  0.289
Epoch  19 Batch  307/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.819, Loss:  0.301
Epoch  19 Batch  308/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.816, Loss:  0.310
Epoch  19 Batch  309/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.814, Loss:  0.268
Epoch  19 Batch  310/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.813, Loss:  0.298
Epoch  19 Batch  311/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.815, Loss:  0.279
Epoch  19 Batch  312/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.821, Loss:  0.328
Epoch  19 Batch  313/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.831, Loss:  0.274
Epoch  19 Batch  314/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.830, Loss:  0.302
Epoch  19 Batch  315/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.828, Loss:  0.274
Epoch  19 Batch  316/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.830, Loss:  0.277
Epoch  19 Batch  317/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.818, Loss:  0.328
Epoch  19 Batch  318/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.823, Loss:  0.280
Epoch  19 Batch  319/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.823, Loss:  0.318
Epoch  19 Batch  320/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.826, Loss:  0.314
Epoch  19 Batch  321/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.822, Loss:  0.296
Epoch  19 Batch  322/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.822, Loss:  0.264
Epoch  19 Batch  323/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.836, Loss:  0.285
Epoch  19 Batch  324/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.281
Epoch  19 Batch  325/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.274
Epoch  19 Batch  326/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.837, Loss:  0.278
Epoch  19 Batch  327/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.838, Loss:  0.325
Epoch  19 Batch  328/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.838, Loss:  0.312
Epoch  19 Batch  329/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.839, Loss:  0.310
Epoch  19 Batch  330/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.840, Loss:  0.313
Epoch  19 Batch  331/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.836, Loss:  0.312
Epoch  19 Batch  332/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.830, Loss:  0.259
Epoch  19 Batch  333/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.830, Loss:  0.296
Epoch  19 Batch  334/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.825, Loss:  0.296
Epoch  19 Batch  335/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.825, Loss:  0.281
Epoch  19 Batch  336/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.826, Loss:  0.302
Epoch  19 Batch  337/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.822, Loss:  0.311
Epoch  19 Batch  338/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.819, Loss:  0.335
Epoch  19 Batch  339/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.821, Loss:  0.270
Epoch  19 Batch  340/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.826, Loss:  0.292
Epoch  19 Batch  341/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.319
Epoch  19 Batch  342/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.825, Loss:  0.281
Epoch  19 Batch  343/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.823, Loss:  0.280
Epoch  19 Batch  344/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.294
Epoch  19 Batch  345/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.826, Loss:  0.274
Epoch  19 Batch  346/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.289
Epoch  19 Batch  347/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.832, Loss:  0.272
Epoch  19 Batch  348/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.825, Loss:  0.281
Epoch  19 Batch  349/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.826, Loss:  0.290
Epoch  19 Batch  350/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.309
Epoch  19 Batch  351/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.836, Loss:  0.325
Epoch  19 Batch  352/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.831, Loss:  0.301
Epoch  19 Batch  353/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.826, Loss:  0.314
Epoch  19 Batch  354/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.320
Epoch  19 Batch  355/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.302
Epoch  19 Batch  356/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.833, Loss:  0.301
Epoch  19 Batch  357/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.834, Loss:  0.295
Epoch  19 Batch  358/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.835, Loss:  0.300
Epoch  19 Batch  359/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.832, Loss:  0.293
Epoch  19 Batch  360/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.837, Loss:  0.308
Epoch  19 Batch  361/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.837, Loss:  0.305
Epoch  19 Batch  362/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.297
Epoch  19 Batch  363/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.826, Loss:  0.307
Epoch  19 Batch  364/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.824, Loss:  0.331
Epoch  19 Batch  365/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.833, Loss:  0.272
Epoch  19 Batch  366/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.840, Loss:  0.290
Epoch  19 Batch  367/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.837, Loss:  0.252
Epoch  19 Batch  368/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.829, Loss:  0.302
Epoch  19 Batch  369/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.285
Epoch  19 Batch  370/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.838, Loss:  0.287
Epoch  19 Batch  371/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.308
Epoch  19 Batch  372/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.838, Loss:  0.260
Epoch  19 Batch  373/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.832, Loss:  0.274
Epoch  19 Batch  374/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.831, Loss:  0.337
Epoch  19 Batch  375/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.837, Loss:  0.308
Epoch  19 Batch  376/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.832, Loss:  0.286
Epoch  19 Batch  377/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.833, Loss:  0.297
Epoch  19 Batch  378/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.834, Loss:  0.281
Epoch  19 Batch  379/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.830, Loss:  0.313
Epoch  19 Batch  380/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.817, Loss:  0.289
Epoch  19 Batch  381/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.817, Loss:  0.316
Epoch  19 Batch  382/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.817, Loss:  0.345
Epoch  19 Batch  383/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.818, Loss:  0.295
Epoch  19 Batch  384/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.817, Loss:  0.321
Epoch  19 Batch  385/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.815, Loss:  0.298
Epoch  19 Batch  386/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.819, Loss:  0.275
Epoch  19 Batch  387/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.822, Loss:  0.285
Epoch  19 Batch  388/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.293
Epoch  19 Batch  389/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.289
Epoch  19 Batch  390/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.294
Epoch  19 Batch  391/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.308
Epoch  19 Batch  392/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.838, Loss:  0.310
Epoch  19 Batch  393/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.842, Loss:  0.265
Epoch  19 Batch  394/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.834, Loss:  0.314
Epoch  19 Batch  395/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.834, Loss:  0.266
Epoch  19 Batch  396/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.837, Loss:  0.296
Epoch  19 Batch  397/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.834, Loss:  0.283
Epoch  19 Batch  398/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.833, Loss:  0.314
Epoch  19 Batch  399/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.833, Loss:  0.305
Epoch  19 Batch  400/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.313
Epoch  19 Batch  401/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.827, Loss:  0.287
Epoch  19 Batch  402/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.830, Loss:  0.304
Epoch  19 Batch  403/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.834, Loss:  0.319
Epoch  19 Batch  404/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.261
Epoch  19 Batch  405/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.319
Epoch  19 Batch  406/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.828, Loss:  0.281
Epoch  19 Batch  407/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.824, Loss:  0.310
Epoch  19 Batch  408/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.298
Epoch  19 Batch  409/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.823, Loss:  0.324
Epoch  19 Batch  410/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.825, Loss:  0.327
Epoch  19 Batch  411/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.832, Loss:  0.293
Epoch  19 Batch  412/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.837, Loss:  0.282
Epoch  19 Batch  413/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.835, Loss:  0.284
Epoch  19 Batch  414/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.836, Loss:  0.306
Epoch  19 Batch  415/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.839, Loss:  0.297
Epoch  19 Batch  416/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.844, Loss:  0.296
Epoch  19 Batch  417/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.840, Loss:  0.346
Epoch  19 Batch  418/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.836, Loss:  0.291
Epoch  19 Batch  419/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.835, Loss:  0.268
Epoch  19 Batch  420/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.837, Loss:  0.299
Epoch  19 Batch  421/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.313
Epoch  19 Batch  422/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.286
Epoch  19 Batch  423/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.836, Loss:  0.316
Epoch  19 Batch  424/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.837, Loss:  0.305
Epoch  19 Batch  425/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.837, Loss:  0.269
Epoch  19 Batch  426/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.840, Loss:  0.309
Epoch  19 Batch  427/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.839, Loss:  0.285
Epoch  19 Batch  428/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.840, Loss:  0.304
Epoch  19 Batch  429/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.286
Epoch  19 Batch  430/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.841, Loss:  0.293
Epoch  19 Batch  431/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.838, Loss:  0.292
Epoch  19 Batch  432/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.837, Loss:  0.300
Epoch  19 Batch  433/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.841, Loss:  0.302
Epoch  19 Batch  434/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.836, Loss:  0.285
Epoch  19 Batch  435/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.830, Loss:  0.307
Epoch  19 Batch  436/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.821, Loss:  0.294
Epoch  19 Batch  437/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.824, Loss:  0.289
Epoch  19 Batch  438/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.826, Loss:  0.302
Epoch  19 Batch  439/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.824, Loss:  0.318
Epoch  19 Batch  440/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.825, Loss:  0.314
Epoch  19 Batch  441/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.825, Loss:  0.267
Epoch  19 Batch  442/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.824, Loss:  0.294
Epoch  19 Batch  443/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.819, Loss:  0.284
Epoch  19 Batch  444/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.821, Loss:  0.287
Epoch  19 Batch  445/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.820, Loss:  0.310
Epoch  19 Batch  446/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.825, Loss:  0.250
Epoch  19 Batch  447/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.823, Loss:  0.307
Epoch  19 Batch  448/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.307
Epoch  19 Batch  449/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.821, Loss:  0.331
Epoch  19 Batch  450/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.825, Loss:  0.301
Epoch  19 Batch  451/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.829, Loss:  0.288
Epoch  19 Batch  452/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.833, Loss:  0.303
Epoch  19 Batch  453/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.832, Loss:  0.272
Epoch  19 Batch  454/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.833, Loss:  0.320
Epoch  19 Batch  455/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.301
Epoch  19 Batch  456/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.303
Epoch  19 Batch  457/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.836, Loss:  0.267
Epoch  19 Batch  458/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.828, Loss:  0.299
Epoch  19 Batch  459/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.275
Epoch  19 Batch  460/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.831, Loss:  0.308
Epoch  19 Batch  461/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.830, Loss:  0.276
Epoch  19 Batch  462/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.831, Loss:  0.288
Epoch  19 Batch  463/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.834, Loss:  0.300
Epoch  19 Batch  464/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.837, Loss:  0.300
Epoch  19 Batch  465/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.318
Epoch  19 Batch  466/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.836, Loss:  0.275
Epoch  19 Batch  467/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.290
Epoch  19 Batch  468/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.839, Loss:  0.306
Epoch  19 Batch  469/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.289
Epoch  19 Batch  470/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.826, Loss:  0.313
Epoch  19 Batch  471/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.825, Loss:  0.285
Epoch  19 Batch  472/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.831, Loss:  0.274
Epoch  19 Batch  473/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.833, Loss:  0.317
Epoch  19 Batch  474/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.832, Loss:  0.300
Epoch  19 Batch  475/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.269
Epoch  19 Batch  476/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.832, Loss:  0.296
Epoch  19 Batch  477/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.828, Loss:  0.282
Epoch  19 Batch  478/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.828, Loss:  0.303
Epoch  19 Batch  479/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.832, Loss:  0.314
Epoch  19 Batch  480/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.836, Loss:  0.308
Epoch  19 Batch  481/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.842, Loss:  0.284
Epoch  19 Batch  482/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.311
Epoch  19 Batch  483/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.832, Loss:  0.313
Epoch  19 Batch  484/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.300
Epoch  19 Batch  485/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.301
Epoch  19 Batch  486/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.830, Loss:  0.280
Epoch  19 Batch  487/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.826, Loss:  0.289
Epoch  19 Batch  488/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.836, Loss:  0.292
Epoch  19 Batch  489/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.845, Loss:  0.286
Epoch  19 Batch  490/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.846, Loss:  0.291
Epoch  19 Batch  491/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.319
Epoch  19 Batch  492/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.843, Loss:  0.314
Epoch  19 Batch  493/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.844, Loss:  0.266
Epoch  19 Batch  494/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.846, Loss:  0.280
Epoch  19 Batch  495/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.846, Loss:  0.293
Epoch  19 Batch  496/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.852, Loss:  0.315
Epoch  19 Batch  497/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.310
Epoch  19 Batch  498/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.844, Loss:  0.280
Epoch  19 Batch  499/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.843, Loss:  0.281
Epoch  19 Batch  500/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.835, Loss:  0.284
Epoch  19 Batch  501/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.298
Epoch  19 Batch  502/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.836, Loss:  0.284
Epoch  19 Batch  503/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.846, Loss:  0.284
Epoch  19 Batch  504/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.832, Loss:  0.293
Epoch  19 Batch  505/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.832, Loss:  0.264
Epoch  19 Batch  506/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.839, Loss:  0.286
Epoch  19 Batch  507/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.836, Loss:  0.297
Epoch  19 Batch  508/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.835, Loss:  0.275
Epoch  19 Batch  509/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.834, Loss:  0.316
Epoch  19 Batch  510/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.836, Loss:  0.290
Epoch  19 Batch  511/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.298
Epoch  19 Batch  512/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.830, Loss:  0.286
Epoch  19 Batch  513/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.828, Loss:  0.291
Epoch  19 Batch  514/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.306
Epoch  19 Batch  515/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.830, Loss:  0.292
Epoch  19 Batch  516/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.835, Loss:  0.267
Epoch  19 Batch  517/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.838, Loss:  0.304
Epoch  19 Batch  518/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.839, Loss:  0.265
Epoch  19 Batch  519/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.840, Loss:  0.291
Epoch  19 Batch  520/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.839, Loss:  0.267
Epoch  19 Batch  521/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.839, Loss:  0.288
Epoch  19 Batch  522/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.839, Loss:  0.319
Epoch  19 Batch  523/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.833, Loss:  0.293
Epoch  19 Batch  524/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.835, Loss:  0.298
Epoch  19 Batch  525/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.828, Loss:  0.296
Epoch  19 Batch  526/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.833, Loss:  0.285
Epoch  19 Batch  527/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.833, Loss:  0.296
Epoch  19 Batch  528/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.834, Loss:  0.273
Epoch  19 Batch  529/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.298
Epoch  19 Batch  530/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.830, Loss:  0.302
Epoch  19 Batch  531/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.271
Epoch  19 Batch  532/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.833, Loss:  0.327
Epoch  19 Batch  533/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.320
Epoch  19 Batch  534/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.833, Loss:  0.278
Epoch  19 Batch  535/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.833, Loss:  0.290
Epoch  19 Batch  536/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.832, Loss:  0.300
Epoch  19 Batch  537/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.293
Epoch  19 Batch  538/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.847, Loss:  0.263
Epoch  19 Batch  539/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.848, Loss:  0.315
Epoch  19 Batch  540/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.273
Epoch  19 Batch  541/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.845, Loss:  0.284
Epoch  19 Batch  542/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.849, Loss:  0.281
Epoch  19 Batch  543/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.850, Loss:  0.296
Epoch  19 Batch  544/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.852, Loss:  0.285
Epoch  19 Batch  545/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.314
Epoch  19 Batch  546/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.854, Loss:  0.321
Epoch  19 Batch  547/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.851, Loss:  0.275
Epoch  19 Batch  548/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.850, Loss:  0.302
Epoch  19 Batch  549/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.849, Loss:  0.335
Epoch  19 Batch  550/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.854, Loss:  0.312
Epoch  19 Batch  551/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.853, Loss:  0.304
Epoch  19 Batch  552/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.851, Loss:  0.328
Epoch  19 Batch  553/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.850, Loss:  0.318
Epoch  19 Batch  554/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.850, Loss:  0.314
Epoch  19 Batch  555/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.846, Loss:  0.293
Epoch  19 Batch  556/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.277
Epoch  19 Batch  557/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.831, Loss:  0.278
Epoch  19 Batch  558/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.838, Loss:  0.280
Epoch  19 Batch  559/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.842, Loss:  0.296
Epoch  19 Batch  560/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.293
Epoch  19 Batch  561/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.823, Loss:  0.276
Epoch  19 Batch  562/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.825, Loss:  0.280
Epoch  19 Batch  563/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.822, Loss:  0.321
Epoch  19 Batch  564/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.824, Loss:  0.323
Epoch  19 Batch  565/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.301
Epoch  19 Batch  566/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.825, Loss:  0.325
Epoch  19 Batch  567/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.822, Loss:  0.309
Epoch  19 Batch  568/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.821, Loss:  0.316
Epoch  19 Batch  569/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.821, Loss:  0.307
Epoch  19 Batch  570/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.822, Loss:  0.314
Epoch  19 Batch  571/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.822, Loss:  0.290
Epoch  19 Batch  572/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.826, Loss:  0.303
Epoch  19 Batch  573/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.824, Loss:  0.328
Epoch  19 Batch  574/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.824, Loss:  0.324
Epoch  19 Batch  575/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.833, Loss:  0.298
Epoch  19 Batch  576/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.831, Loss:  0.302
Epoch  19 Batch  577/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.317
Epoch  19 Batch  578/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.832, Loss:  0.306
Epoch  19 Batch  579/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.290
Epoch  19 Batch  580/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.832, Loss:  0.265
Epoch  19 Batch  581/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.267
Epoch  19 Batch  582/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.838, Loss:  0.273
Epoch  19 Batch  583/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.843, Loss:  0.313
Epoch  19 Batch  584/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.844, Loss:  0.283
Epoch  19 Batch  585/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.842, Loss:  0.261
Epoch  19 Batch  586/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.832, Loss:  0.316
Epoch  19 Batch  587/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.827, Loss:  0.285
Epoch  19 Batch  588/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.283
Epoch  19 Batch  589/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.833, Loss:  0.287
Epoch  19 Batch  590/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.829, Loss:  0.313
Epoch  19 Batch  591/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.828, Loss:  0.281
Epoch  19 Batch  592/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.828, Loss:  0.321
Epoch  19 Batch  593/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.828, Loss:  0.291
Epoch  19 Batch  594/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.828, Loss:  0.296
Epoch  19 Batch  595/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.826, Loss:  0.305
Epoch  19 Batch  596/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.826, Loss:  0.317
Epoch  19 Batch  597/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.826, Loss:  0.293
Epoch  19 Batch  598/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.291
Epoch  19 Batch  599/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.825, Loss:  0.338
Epoch  19 Batch  600/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.824, Loss:  0.289
Epoch  19 Batch  601/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.831, Loss:  0.282
Epoch  19 Batch  602/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.824, Loss:  0.301
Epoch  19 Batch  603/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.822, Loss:  0.286
Epoch  19 Batch  604/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.828, Loss:  0.301
Epoch  19 Batch  605/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.826, Loss:  0.317
Epoch  19 Batch  606/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.827, Loss:  0.270
Epoch  19 Batch  607/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.825, Loss:  0.266
Epoch  19 Batch  608/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.824, Loss:  0.305
Epoch  19 Batch  609/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.831, Loss:  0.315
Epoch  19 Batch  610/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.830, Loss:  0.310
Epoch  19 Batch  611/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.826, Loss:  0.310
Epoch  19 Batch  612/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.817, Loss:  0.266
Epoch  19 Batch  613/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.821, Loss:  0.321
Epoch  19 Batch  614/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.828, Loss:  0.284
Epoch  19 Batch  615/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.278
Epoch  19 Batch  616/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.841, Loss:  0.320
Epoch  19 Batch  617/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.836, Loss:  0.270
Epoch  19 Batch  618/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.834, Loss:  0.298
Epoch  19 Batch  619/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.834, Loss:  0.299
Epoch  19 Batch  620/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.833, Loss:  0.277
Epoch  19 Batch  621/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.833, Loss:  0.307
Epoch  19 Batch  622/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.839, Loss:  0.320
Epoch  19 Batch  623/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.832, Loss:  0.309
Epoch  19 Batch  624/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.827, Loss:  0.275
Epoch  19 Batch  625/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.288
Epoch  19 Batch  626/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.261
Epoch  19 Batch  627/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.838, Loss:  0.312
Epoch  19 Batch  628/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.302
Epoch  19 Batch  629/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.837, Loss:  0.309
Epoch  19 Batch  630/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.295
Epoch  19 Batch  631/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.828, Loss:  0.301
Epoch  19 Batch  632/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.828, Loss:  0.274
Epoch  19 Batch  633/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.836, Loss:  0.305
Epoch  19 Batch  634/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.253
Epoch  19 Batch  635/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.331
Epoch  19 Batch  636/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.838, Loss:  0.286
Epoch  19 Batch  637/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.838, Loss:  0.304
Epoch  19 Batch  638/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.839, Loss:  0.324
Epoch  19 Batch  639/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.839, Loss:  0.316
Epoch  19 Batch  640/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.843, Loss:  0.271
Epoch  19 Batch  641/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.843, Loss:  0.280
Epoch  19 Batch  642/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.291
Epoch  19 Batch  643/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.830, Loss:  0.262
Epoch  19 Batch  644/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.832, Loss:  0.283
Epoch  19 Batch  645/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.838, Loss:  0.280
Epoch  19 Batch  646/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.297
Epoch  19 Batch  647/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.296
Epoch  19 Batch  648/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.297
Epoch  19 Batch  649/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.296
Epoch  19 Batch  650/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.305
Epoch  19 Batch  651/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.834, Loss:  0.295
Epoch  19 Batch  652/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.837, Loss:  0.315
Epoch  19 Batch  653/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.838, Loss:  0.328
Epoch  19 Batch  654/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.828, Loss:  0.250
Epoch  19 Batch  655/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.828, Loss:  0.336
Epoch  19 Batch  656/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.828, Loss:  0.293
Epoch  19 Batch  657/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.831, Loss:  0.320
Epoch  19 Batch  658/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.833, Loss:  0.288
Epoch  19 Batch  659/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.836, Loss:  0.263
Epoch  19 Batch  660/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.833, Loss:  0.287
Epoch  19 Batch  661/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.834, Loss:  0.259
Epoch  19 Batch  662/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.827, Loss:  0.273
Epoch  19 Batch  663/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.841, Loss:  0.265
Epoch  19 Batch  664/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.286
Epoch  19 Batch  665/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.842, Loss:  0.293
Epoch  19 Batch  666/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.837, Loss:  0.296
Epoch  19 Batch  667/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.839, Loss:  0.317
Epoch  19 Batch  668/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.286
Epoch  19 Batch  669/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.826, Loss:  0.274
Epoch  19 Batch  670/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.826, Loss:  0.275
Epoch  19 Batch  671/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.830, Loss:  0.319
Epoch  19 Batch  672/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.824, Loss:  0.286
Epoch  19 Batch  673/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.825, Loss:  0.289
Epoch  19 Batch  674/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.824, Loss:  0.266
Epoch  19 Batch  675/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.829, Loss:  0.295
Epoch  19 Batch  676/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.835, Loss:  0.306
Epoch  19 Batch  677/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.838, Loss:  0.313
Epoch  19 Batch  678/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.833, Loss:  0.287
Epoch  19 Batch  679/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.832, Loss:  0.317
Epoch  19 Batch  680/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.278
Epoch  19 Batch  681/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.837, Loss:  0.293
Epoch  19 Batch  682/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.288
Epoch  19 Batch  683/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.294
Epoch  19 Batch  684/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.839, Loss:  0.306
Epoch  19 Batch  685/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.316
Epoch  19 Batch  686/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.839, Loss:  0.293
Epoch  19 Batch  687/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.331
Epoch  19 Batch  688/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.837, Loss:  0.274
Epoch  19 Batch  689/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.833, Loss:  0.269
Epoch  19 Batch  690/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.279
Epoch  19 Batch  691/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.838, Loss:  0.314
Epoch  19 Batch  692/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.271
Epoch  19 Batch  693/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.839, Loss:  0.334
Epoch  19 Batch  694/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.841, Loss:  0.290
Epoch  19 Batch  695/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.841, Loss:  0.276
Epoch  19 Batch  696/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.838, Loss:  0.318
Epoch  19 Batch  697/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.837, Loss:  0.282
Epoch  19 Batch  698/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.838, Loss:  0.288
Epoch  19 Batch  699/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.841, Loss:  0.303
Epoch  19 Batch  700/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.837, Loss:  0.269
Epoch  19 Batch  701/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.832, Loss:  0.282
Epoch  19 Batch  702/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.828, Loss:  0.317
Epoch  19 Batch  703/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.823, Loss:  0.286
Epoch  19 Batch  704/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.828, Loss:  0.317
Epoch  19 Batch  705/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.827, Loss:  0.327
Epoch  19 Batch  706/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.830, Loss:  0.322
Epoch  19 Batch  707/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.837, Loss:  0.301
Epoch  19 Batch  708/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.297
Epoch  19 Batch  709/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.837, Loss:  0.336
Epoch  19 Batch  710/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.838, Loss:  0.264
Epoch  19 Batch  711/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.830, Loss:  0.330
Epoch  19 Batch  712/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.830, Loss:  0.276
Epoch  19 Batch  713/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.833, Loss:  0.249
Epoch  19 Batch  714/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.824, Loss:  0.295
Epoch  19 Batch  715/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.832, Loss:  0.328
Epoch  19 Batch  716/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.832, Loss:  0.271
Epoch  19 Batch  717/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.826, Loss:  0.277
Epoch  19 Batch  718/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.828, Loss:  0.294
Epoch  19 Batch  719/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.836, Loss:  0.264
Epoch  19 Batch  720/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.834, Loss:  0.345
Epoch  19 Batch  721/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.297
Epoch  19 Batch  722/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.842, Loss:  0.281
Epoch  19 Batch  723/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.290
Epoch  19 Batch  724/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.841, Loss:  0.333
Epoch  19 Batch  725/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.845, Loss:  0.264
Epoch  19 Batch  726/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.846, Loss:  0.274
Epoch  19 Batch  727/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.840, Loss:  0.264
Epoch  19 Batch  728/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.841, Loss:  0.301
Epoch  19 Batch  729/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.841, Loss:  0.305
Epoch  19 Batch  730/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.841, Loss:  0.310
Epoch  19 Batch  731/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.841, Loss:  0.311
Epoch  19 Batch  732/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.313
Epoch  19 Batch  733/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.324
Epoch  19 Batch  734/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.830, Loss:  0.309
Epoch  19 Batch  735/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.294
Epoch  19 Batch  736/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.836, Loss:  0.278
Epoch  19 Batch  737/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.837, Loss:  0.318
Epoch  19 Batch  738/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.840, Loss:  0.253
Epoch  19 Batch  739/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.838, Loss:  0.290
Epoch  19 Batch  740/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.291
Epoch  19 Batch  741/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.828, Loss:  0.290
Epoch  19 Batch  742/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.827, Loss:  0.305
Epoch  19 Batch  743/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.823, Loss:  0.311
Epoch  19 Batch  744/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.824, Loss:  0.267
Epoch  19 Batch  745/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.825, Loss:  0.287
Epoch  19 Batch  746/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.823, Loss:  0.289
Epoch  19 Batch  747/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.822, Loss:  0.261
Epoch  19 Batch  748/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.824, Loss:  0.284
Epoch  19 Batch  749/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.819, Loss:  0.319
Epoch  19 Batch  750/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.305
Epoch  19 Batch  751/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.821, Loss:  0.285
Epoch  19 Batch  752/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.822, Loss:  0.266
Epoch  19 Batch  753/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.826, Loss:  0.305
Epoch  19 Batch  754/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.304
Epoch  19 Batch  755/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.829, Loss:  0.300
Epoch  19 Batch  756/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.838, Loss:  0.269
Epoch  19 Batch  757/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.300
Epoch  19 Batch  758/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.267
Epoch  19 Batch  759/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.841, Loss:  0.277
Epoch  19 Batch  760/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.846, Loss:  0.304
Epoch  19 Batch  761/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.839, Loss:  0.305
Epoch  19 Batch  762/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.837, Loss:  0.262
Epoch  19 Batch  763/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.272
Epoch  19 Batch  764/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.847, Loss:  0.273
Epoch  19 Batch  765/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.266
Epoch  19 Batch  766/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.853, Loss:  0.314
Epoch  19 Batch  767/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.854, Loss:  0.288
Epoch  19 Batch  768/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.856, Loss:  0.282
Epoch  19 Batch  769/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.860, Loss:  0.293
Epoch  19 Batch  770/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.856, Loss:  0.274
Epoch  19 Batch  771/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.854, Loss:  0.298
Epoch  19 Batch  772/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.850, Loss:  0.291
Epoch  19 Batch  773/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.844, Loss:  0.275
Epoch  19 Batch  774/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.842, Loss:  0.307
Epoch  19 Batch  775/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.841, Loss:  0.304
Epoch  19 Batch  776/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.845, Loss:  0.280
Epoch  19 Batch  777/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.845, Loss:  0.301
Epoch  19 Batch  778/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.849, Loss:  0.287
Epoch  19 Batch  779/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.846, Loss:  0.289
Epoch  19 Batch  780/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.845, Loss:  0.320
Epoch  19 Batch  781/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.848, Loss:  0.260
Epoch  19 Batch  782/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.283
Epoch  19 Batch  783/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.849, Loss:  0.301
Epoch  19 Batch  784/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.297
Epoch  19 Batch  785/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.842, Loss:  0.273
Epoch  19 Batch  786/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.283
Epoch  19 Batch  787/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.845, Loss:  0.273
Epoch  19 Batch  788/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.845, Loss:  0.288
Epoch  19 Batch  789/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.844, Loss:  0.273
Epoch  19 Batch  790/1077 - Train Accuracy:  0.777, Validation Accuracy:  0.853, Loss:  0.311
Epoch  19 Batch  791/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.852, Loss:  0.319
Epoch  19 Batch  792/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.283
Epoch  19 Batch  793/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.291
Epoch  19 Batch  794/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.852, Loss:  0.280
Epoch  19 Batch  795/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.295
Epoch  19 Batch  796/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.297
Epoch  19 Batch  797/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.843, Loss:  0.280
Epoch  19 Batch  798/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.846, Loss:  0.303
Epoch  19 Batch  799/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.842, Loss:  0.324
Epoch  19 Batch  800/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.842, Loss:  0.284
Epoch  19 Batch  801/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.842, Loss:  0.295
Epoch  19 Batch  802/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.842, Loss:  0.289
Epoch  19 Batch  803/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.842, Loss:  0.296
Epoch  19 Batch  804/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.293
Epoch  19 Batch  805/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.296
Epoch  19 Batch  806/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.839, Loss:  0.276
Epoch  19 Batch  807/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.834, Loss:  0.275
Epoch  19 Batch  808/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.312
Epoch  19 Batch  809/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.828, Loss:  0.315
Epoch  19 Batch  810/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.833, Loss:  0.276
Epoch  19 Batch  811/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.837, Loss:  0.279
Epoch  19 Batch  812/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.835, Loss:  0.289
Epoch  19 Batch  813/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.832, Loss:  0.301
Epoch  19 Batch  814/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.835, Loss:  0.307
Epoch  19 Batch  815/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.845, Loss:  0.267
Epoch  19 Batch  816/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.837, Loss:  0.302
Epoch  19 Batch  817/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.330
Epoch  19 Batch  818/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.842, Loss:  0.307
Epoch  19 Batch  819/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.291
Epoch  19 Batch  820/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.835, Loss:  0.315
Epoch  19 Batch  821/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.836, Loss:  0.276
Epoch  19 Batch  822/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.837, Loss:  0.283
Epoch  19 Batch  823/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.837, Loss:  0.293
Epoch  19 Batch  824/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.836, Loss:  0.281
Epoch  19 Batch  825/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.836, Loss:  0.284
Epoch  19 Batch  826/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.843, Loss:  0.261
Epoch  19 Batch  827/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.841, Loss:  0.308
Epoch  19 Batch  828/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.289
Epoch  19 Batch  829/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.326
Epoch  19 Batch  830/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.848, Loss:  0.296
Epoch  19 Batch  831/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.850, Loss:  0.303
Epoch  19 Batch  832/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.841, Loss:  0.304
Epoch  19 Batch  833/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.842, Loss:  0.298
Epoch  19 Batch  834/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.299
Epoch  19 Batch  835/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.297
Epoch  19 Batch  836/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.836, Loss:  0.297
Epoch  19 Batch  837/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.314
Epoch  19 Batch  838/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.832, Loss:  0.274
Epoch  19 Batch  839/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.829, Loss:  0.289
Epoch  19 Batch  840/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.832, Loss:  0.277
Epoch  19 Batch  841/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.831, Loss:  0.321
Epoch  19 Batch  842/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.832, Loss:  0.283
Epoch  19 Batch  843/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.840, Loss:  0.291
Epoch  19 Batch  844/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.831, Loss:  0.289
Epoch  19 Batch  845/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.825, Loss:  0.298
Epoch  19 Batch  846/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.829, Loss:  0.315
Epoch  19 Batch  847/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.828, Loss:  0.311
Epoch  19 Batch  848/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.303
Epoch  19 Batch  849/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.831, Loss:  0.272
Epoch  19 Batch  850/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.331
Epoch  19 Batch  851/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.839, Loss:  0.296
Epoch  19 Batch  852/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.838, Loss:  0.313
Epoch  19 Batch  853/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.837, Loss:  0.265
Epoch  19 Batch  854/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.837, Loss:  0.311
Epoch  19 Batch  855/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.837, Loss:  0.310
Epoch  19 Batch  856/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.838, Loss:  0.298
Epoch  19 Batch  857/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.267
Epoch  19 Batch  858/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.847, Loss:  0.273
Epoch  19 Batch  859/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.847, Loss:  0.294
Epoch  19 Batch  860/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.852, Loss:  0.278
Epoch  19 Batch  861/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.854, Loss:  0.291
Epoch  19 Batch  862/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.850, Loss:  0.301
Epoch  19 Batch  863/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.855, Loss:  0.260
Epoch  19 Batch  864/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.857, Loss:  0.280
Epoch  19 Batch  865/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.860, Loss:  0.283
Epoch  19 Batch  866/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.864, Loss:  0.287
Epoch  19 Batch  867/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.850, Loss:  0.347
Epoch  19 Batch  868/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.846, Loss:  0.302
Epoch  19 Batch  869/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.842, Loss:  0.291
Epoch  19 Batch  870/1077 - Train Accuracy:  0.803, Validation Accuracy:  0.844, Loss:  0.322
Epoch  19 Batch  871/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.844, Loss:  0.292
Epoch  19 Batch  872/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.844, Loss:  0.273
Epoch  19 Batch  873/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.845, Loss:  0.304
Epoch  19 Batch  874/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.848, Loss:  0.312
Epoch  19 Batch  875/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.301
Epoch  19 Batch  876/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.849, Loss:  0.300
Epoch  19 Batch  877/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.843, Loss:  0.275
Epoch  19 Batch  878/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.296
Epoch  19 Batch  879/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.837, Loss:  0.285
Epoch  19 Batch  880/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.837, Loss:  0.295
Epoch  19 Batch  881/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.837, Loss:  0.307
Epoch  19 Batch  882/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.834, Loss:  0.298
Epoch  19 Batch  883/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.838, Loss:  0.354
Epoch  19 Batch  884/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.273
Epoch  19 Batch  885/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.835, Loss:  0.259
Epoch  19 Batch  886/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.835, Loss:  0.308
Epoch  19 Batch  887/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.323
Epoch  19 Batch  888/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.847, Loss:  0.277
Epoch  19 Batch  889/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.843, Loss:  0.298
Epoch  19 Batch  890/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.844, Loss:  0.279
Epoch  19 Batch  891/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.844, Loss:  0.301
Epoch  19 Batch  892/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.849, Loss:  0.279
Epoch  19 Batch  893/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.844, Loss:  0.294
Epoch  19 Batch  894/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.850, Loss:  0.265
Epoch  19 Batch  895/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.846, Loss:  0.294
Epoch  19 Batch  896/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.323
Epoch  19 Batch  897/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.839, Loss:  0.250
Epoch  19 Batch  898/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.838, Loss:  0.255
Epoch  19 Batch  899/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.290
Epoch  19 Batch  900/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.317
Epoch  19 Batch  901/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.306
Epoch  19 Batch  902/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.848, Loss:  0.299
Epoch  19 Batch  903/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.848, Loss:  0.288
Epoch  19 Batch  904/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.848, Loss:  0.293
Epoch  19 Batch  905/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.285
Epoch  19 Batch  906/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.840, Loss:  0.288
Epoch  19 Batch  907/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.843, Loss:  0.274
Epoch  19 Batch  908/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.842, Loss:  0.299
Epoch  19 Batch  909/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.833, Loss:  0.299
Epoch  19 Batch  910/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.835, Loss:  0.280
Epoch  19 Batch  911/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.835, Loss:  0.266
Epoch  19 Batch  912/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.286
Epoch  19 Batch  913/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.845, Loss:  0.323
Epoch  19 Batch  914/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.305
Epoch  19 Batch  915/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.845, Loss:  0.315
Epoch  19 Batch  916/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.842, Loss:  0.309
Epoch  19 Batch  917/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.842, Loss:  0.294
Epoch  19 Batch  918/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.838, Loss:  0.258
Epoch  19 Batch  919/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.839, Loss:  0.281
Epoch  19 Batch  920/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.311
Epoch  19 Batch  921/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.307
Epoch  19 Batch  922/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.844, Loss:  0.276
Epoch  19 Batch  923/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.844, Loss:  0.298
Epoch  19 Batch  924/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.847, Loss:  0.320
Epoch  19 Batch  925/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.847, Loss:  0.298
Epoch  19 Batch  926/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.842, Loss:  0.308
Epoch  19 Batch  927/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.843, Loss:  0.297
Epoch  19 Batch  928/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.304
Epoch  19 Batch  929/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.324
Epoch  19 Batch  930/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.286
Epoch  19 Batch  931/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.848, Loss:  0.294
Epoch  19 Batch  932/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.275
Epoch  19 Batch  933/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.844, Loss:  0.305
Epoch  19 Batch  934/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.846, Loss:  0.294
Epoch  19 Batch  935/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.309
Epoch  19 Batch  936/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.852, Loss:  0.284
Epoch  19 Batch  937/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.326
Epoch  19 Batch  938/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.848, Loss:  0.313
Epoch  19 Batch  939/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.850, Loss:  0.305
Epoch  19 Batch  940/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.851, Loss:  0.298
Epoch  19 Batch  941/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.848, Loss:  0.257
Epoch  19 Batch  942/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.852, Loss:  0.320
Epoch  19 Batch  943/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.851, Loss:  0.300
Epoch  19 Batch  944/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.852, Loss:  0.270
Epoch  19 Batch  945/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.852, Loss:  0.271
Epoch  19 Batch  946/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.850, Loss:  0.276
Epoch  19 Batch  947/1077 - Train Accuracy:  0.780, Validation Accuracy:  0.851, Loss:  0.324
Epoch  19 Batch  948/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.850, Loss:  0.299
Epoch  19 Batch  949/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.850, Loss:  0.252
Epoch  19 Batch  950/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.851, Loss:  0.277
Epoch  19 Batch  951/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.280
Epoch  19 Batch  952/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.849, Loss:  0.272
Epoch  19 Batch  953/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.849, Loss:  0.288
Epoch  19 Batch  954/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.300
Epoch  19 Batch  955/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.275
Epoch  19 Batch  956/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.839, Loss:  0.294
Epoch  19 Batch  957/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.837, Loss:  0.290
Epoch  19 Batch  958/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.832, Loss:  0.291
Epoch  19 Batch  959/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.832, Loss:  0.279
Epoch  19 Batch  960/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.268
Epoch  19 Batch  961/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.838, Loss:  0.308
Epoch  19 Batch  962/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.290
Epoch  19 Batch  963/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.848, Loss:  0.337
Epoch  19 Batch  964/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.857, Loss:  0.270
Epoch  19 Batch  965/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.858, Loss:  0.306
Epoch  19 Batch  966/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.249
Epoch  19 Batch  967/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.846, Loss:  0.280
Epoch  19 Batch  968/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.847, Loss:  0.323
Epoch  19 Batch  969/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.847, Loss:  0.310
Epoch  19 Batch  970/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.852, Loss:  0.326
Epoch  19 Batch  971/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.290
Epoch  19 Batch  972/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.841, Loss:  0.290
Epoch  19 Batch  973/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.835, Loss:  0.256
Epoch  19 Batch  974/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.282
Epoch  19 Batch  975/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.838, Loss:  0.275
Epoch  19 Batch  976/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.838, Loss:  0.263
Epoch  19 Batch  977/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.835, Loss:  0.288
Epoch  19 Batch  978/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.840, Loss:  0.292
Epoch  19 Batch  979/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.322
Epoch  19 Batch  980/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.837, Loss:  0.286
Epoch  19 Batch  981/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.846, Loss:  0.298
Epoch  19 Batch  982/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.844, Loss:  0.295
Epoch  19 Batch  983/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.847, Loss:  0.315
Epoch  19 Batch  984/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.850, Loss:  0.309
Epoch  19 Batch  985/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.845, Loss:  0.272
Epoch  19 Batch  986/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.846, Loss:  0.300
Epoch  19 Batch  987/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.849, Loss:  0.280
Epoch  19 Batch  988/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.849, Loss:  0.293
Epoch  19 Batch  989/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.844, Loss:  0.315
Epoch  19 Batch  990/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.844, Loss:  0.322
Epoch  19 Batch  991/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.308
Epoch  19 Batch  992/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.282
Epoch  19 Batch  993/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.848, Loss:  0.273
Epoch  19 Batch  994/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.847, Loss:  0.309
Epoch  19 Batch  995/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.269
Epoch  19 Batch  996/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.846, Loss:  0.288
Epoch  19 Batch  997/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.846, Loss:  0.314
Epoch  19 Batch  998/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.847, Loss:  0.286
Epoch  19 Batch  999/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.294
Epoch  19 Batch 1000/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.273
Epoch  19 Batch 1001/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.840, Loss:  0.267
Epoch  19 Batch 1002/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.834, Loss:  0.278
Epoch  19 Batch 1003/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.298
Epoch  19 Batch 1004/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.836, Loss:  0.316
Epoch  19 Batch 1005/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.838, Loss:  0.289
Epoch  19 Batch 1006/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.263
Epoch  19 Batch 1007/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.838, Loss:  0.273
Epoch  19 Batch 1008/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.836, Loss:  0.311
Epoch  19 Batch 1009/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.835, Loss:  0.253
Epoch  19 Batch 1010/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.839, Loss:  0.292
Epoch  19 Batch 1011/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.843, Loss:  0.301
Epoch  19 Batch 1012/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.843, Loss:  0.282
Epoch  19 Batch 1013/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.835, Loss:  0.277
Epoch  19 Batch 1014/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.833, Loss:  0.322
Epoch  19 Batch 1015/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.321
Epoch  19 Batch 1016/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.828, Loss:  0.295
Epoch  19 Batch 1017/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.827, Loss:  0.298
Epoch  19 Batch 1018/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.828, Loss:  0.297
Epoch  19 Batch 1019/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.322
Epoch  19 Batch 1020/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.831, Loss:  0.273
Epoch  19 Batch 1021/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.831, Loss:  0.280
Epoch  19 Batch 1022/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.834, Loss:  0.267
Epoch  19 Batch 1023/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.837, Loss:  0.272
Epoch  19 Batch 1024/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.843, Loss:  0.322
Epoch  19 Batch 1025/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.844, Loss:  0.294
Epoch  19 Batch 1026/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.845, Loss:  0.277
Epoch  19 Batch 1027/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.843, Loss:  0.300
Epoch  19 Batch 1028/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.843, Loss:  0.290
Epoch  19 Batch 1029/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.839, Loss:  0.290
Epoch  19 Batch 1030/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.837, Loss:  0.293
Epoch  19 Batch 1031/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.847, Loss:  0.321
Epoch  19 Batch 1032/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.293
Epoch  19 Batch 1033/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.848, Loss:  0.280
Epoch  19 Batch 1034/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.847, Loss:  0.297
Epoch  19 Batch 1035/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.852, Loss:  0.256
Epoch  19 Batch 1036/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.849, Loss:  0.305
Epoch  19 Batch 1037/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.844, Loss:  0.305
Epoch  19 Batch 1038/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.844, Loss:  0.296
Epoch  19 Batch 1039/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.854, Loss:  0.286
Epoch  19 Batch 1040/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.854, Loss:  0.314
Epoch  19 Batch 1041/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.849, Loss:  0.313
Epoch  19 Batch 1042/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.854, Loss:  0.299
Epoch  19 Batch 1043/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.842, Loss:  0.316
Epoch  19 Batch 1044/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.851, Loss:  0.280
Epoch  19 Batch 1045/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.852, Loss:  0.305
Epoch  19 Batch 1046/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.256
Epoch  19 Batch 1047/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.289
Epoch  19 Batch 1048/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.863, Loss:  0.281
Epoch  19 Batch 1049/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.865, Loss:  0.313
Epoch  19 Batch 1050/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.866, Loss:  0.291
Epoch  19 Batch 1051/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.858, Loss:  0.288
Epoch  19 Batch 1052/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.279
Epoch  19 Batch 1053/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.858, Loss:  0.305
Epoch  19 Batch 1054/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.862, Loss:  0.294
Epoch  19 Batch 1055/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.270
Epoch  19 Batch 1056/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.276
Epoch  19 Batch 1057/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.834, Loss:  0.308
Epoch  19 Batch 1058/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.832, Loss:  0.320
Epoch  19 Batch 1059/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.825, Loss:  0.335
Epoch  19 Batch 1060/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.841, Loss:  0.272
Epoch  19 Batch 1061/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.842, Loss:  0.306
Epoch  19 Batch 1062/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.286
Epoch  19 Batch 1063/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.849, Loss:  0.294
Epoch  19 Batch 1064/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.848, Loss:  0.302
Epoch  19 Batch 1065/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.842, Loss:  0.292
Epoch  19 Batch 1066/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.844, Loss:  0.264
Epoch  19 Batch 1067/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.847, Loss:  0.305
Epoch  19 Batch 1068/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.282
Epoch  19 Batch 1069/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.267
Epoch  19 Batch 1070/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.297
Epoch  19 Batch 1071/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.839, Loss:  0.294
Epoch  19 Batch 1072/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.835, Loss:  0.287
Epoch  19 Batch 1073/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.836, Loss:  0.303
Epoch  19 Batch 1074/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.842, Loss:  0.304
Epoch  19 Batch 1075/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.849, Loss:  0.318
Epoch  20 Batch    0/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.850, Loss:  0.250
Epoch  20 Batch    1/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.850, Loss:  0.279
Epoch  20 Batch    2/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.845, Loss:  0.322
Epoch  20 Batch    3/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.844, Loss:  0.287
Epoch  20 Batch    4/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.284
Epoch  20 Batch    5/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.846, Loss:  0.311
Epoch  20 Batch    6/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.846, Loss:  0.297
Epoch  20 Batch    7/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.850, Loss:  0.264
Epoch  20 Batch    8/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.855, Loss:  0.270
Epoch  20 Batch    9/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.854, Loss:  0.292
Epoch  20 Batch   10/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.849, Loss:  0.309
Epoch  20 Batch   11/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.295
Epoch  20 Batch   12/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.304
Epoch  20 Batch   13/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.846, Loss:  0.301
Epoch  20 Batch   14/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.847, Loss:  0.259
Epoch  20 Batch   15/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.847, Loss:  0.298
Epoch  20 Batch   16/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.847, Loss:  0.288
Epoch  20 Batch   17/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.855, Loss:  0.285
Epoch  20 Batch   18/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.281
Epoch  20 Batch   19/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.860, Loss:  0.303
Epoch  20 Batch   20/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.857, Loss:  0.267
Epoch  20 Batch   21/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.846, Loss:  0.311
Epoch  20 Batch   22/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.851, Loss:  0.292
Epoch  20 Batch   23/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.855, Loss:  0.280
Epoch  20 Batch   24/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.277
Epoch  20 Batch   25/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.867, Loss:  0.268
Epoch  20 Batch   26/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.860, Loss:  0.297
Epoch  20 Batch   27/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.857, Loss:  0.246
Epoch  20 Batch   28/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.856, Loss:  0.289
Epoch  20 Batch   29/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.847, Loss:  0.292
Epoch  20 Batch   30/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.837, Loss:  0.284
Epoch  20 Batch   31/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.846, Loss:  0.277
Epoch  20 Batch   32/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.846, Loss:  0.265
Epoch  20 Batch   33/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.844, Loss:  0.276
Epoch  20 Batch   34/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.852, Loss:  0.315
Epoch  20 Batch   35/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.276
Epoch  20 Batch   36/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.845, Loss:  0.268
Epoch  20 Batch   37/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.843, Loss:  0.292
Epoch  20 Batch   38/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.327
Epoch  20 Batch   39/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.841, Loss:  0.317
Epoch  20 Batch   40/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.840, Loss:  0.284
Epoch  20 Batch   41/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.839, Loss:  0.288
Epoch  20 Batch   42/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.327
Epoch  20 Batch   43/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.836, Loss:  0.262
Epoch  20 Batch   44/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.839, Loss:  0.286
Epoch  20 Batch   45/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.840, Loss:  0.290
Epoch  20 Batch   46/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.841, Loss:  0.313
Epoch  20 Batch   47/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.842, Loss:  0.279
Epoch  20 Batch   48/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.843, Loss:  0.316
Epoch  20 Batch   49/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.291
Epoch  20 Batch   50/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.839, Loss:  0.283
Epoch  20 Batch   51/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.835, Loss:  0.274
Epoch  20 Batch   52/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.836, Loss:  0.292
Epoch  20 Batch   53/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.839, Loss:  0.298
Epoch  20 Batch   54/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.839, Loss:  0.329
Epoch  20 Batch   55/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.280
Epoch  20 Batch   56/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.835, Loss:  0.272
Epoch  20 Batch   57/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.833, Loss:  0.279
Epoch  20 Batch   58/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.262
Epoch  20 Batch   59/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.289
Epoch  20 Batch   60/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.837, Loss:  0.275
Epoch  20 Batch   61/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.834, Loss:  0.302
Epoch  20 Batch   62/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.839, Loss:  0.308
Epoch  20 Batch   63/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.827, Loss:  0.266
Epoch  20 Batch   64/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.831, Loss:  0.265
Epoch  20 Batch   65/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.832, Loss:  0.300
Epoch  20 Batch   66/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.263
Epoch  20 Batch   67/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.839, Loss:  0.284
Epoch  20 Batch   68/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.315
Epoch  20 Batch   69/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.845, Loss:  0.324
Epoch  20 Batch   70/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.840, Loss:  0.305
Epoch  20 Batch   71/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.839, Loss:  0.274
Epoch  20 Batch   72/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.844, Loss:  0.293
Epoch  20 Batch   73/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.848, Loss:  0.286
Epoch  20 Batch   74/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.848, Loss:  0.257
Epoch  20 Batch   75/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.845, Loss:  0.325
Epoch  20 Batch   76/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.851, Loss:  0.258
Epoch  20 Batch   77/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.852, Loss:  0.297
Epoch  20 Batch   78/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.849, Loss:  0.315
Epoch  20 Batch   79/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.299
Epoch  20 Batch   80/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.850, Loss:  0.288
Epoch  20 Batch   81/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.849, Loss:  0.290
Epoch  20 Batch   82/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.855, Loss:  0.257
Epoch  20 Batch   83/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.860, Loss:  0.294
Epoch  20 Batch   84/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.855, Loss:  0.287
Epoch  20 Batch   85/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.852, Loss:  0.273
Epoch  20 Batch   86/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.850, Loss:  0.295
Epoch  20 Batch   87/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.847, Loss:  0.322
Epoch  20 Batch   88/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.851, Loss:  0.306
Epoch  20 Batch   89/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.850, Loss:  0.300
Epoch  20 Batch   90/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.850, Loss:  0.323
Epoch  20 Batch   91/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.851, Loss:  0.257
Epoch  20 Batch   92/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.848, Loss:  0.300
Epoch  20 Batch   93/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.848, Loss:  0.295
Epoch  20 Batch   94/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.852, Loss:  0.272
Epoch  20 Batch   95/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.850, Loss:  0.317
Epoch  20 Batch   96/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.852, Loss:  0.277
Epoch  20 Batch   97/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.851, Loss:  0.299
Epoch  20 Batch   98/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.296
Epoch  20 Batch   99/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.281
Epoch  20 Batch  100/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.272
Epoch  20 Batch  101/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.849, Loss:  0.290
Epoch  20 Batch  102/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.853, Loss:  0.275
Epoch  20 Batch  103/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.854, Loss:  0.331
Epoch  20 Batch  104/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.298
Epoch  20 Batch  105/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.845, Loss:  0.267
Epoch  20 Batch  106/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.846, Loss:  0.323
Epoch  20 Batch  107/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.846, Loss:  0.275
Epoch  20 Batch  108/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.269
Epoch  20 Batch  109/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.286
Epoch  20 Batch  110/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.852, Loss:  0.257
Epoch  20 Batch  111/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.851, Loss:  0.298
Epoch  20 Batch  112/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.847, Loss:  0.279
Epoch  20 Batch  113/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.843, Loss:  0.294
Epoch  20 Batch  114/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.282
Epoch  20 Batch  115/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.848, Loss:  0.316
Epoch  20 Batch  116/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.841, Loss:  0.301
Epoch  20 Batch  117/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.842, Loss:  0.299
Epoch  20 Batch  118/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.846, Loss:  0.315
Epoch  20 Batch  119/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.844, Loss:  0.298
Epoch  20 Batch  120/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.847, Loss:  0.316
Epoch  20 Batch  121/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.842, Loss:  0.290
Epoch  20 Batch  122/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.844, Loss:  0.285
Epoch  20 Batch  123/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.846, Loss:  0.263
Epoch  20 Batch  124/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.329
Epoch  20 Batch  125/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.842, Loss:  0.317
Epoch  20 Batch  126/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.840, Loss:  0.260
Epoch  20 Batch  127/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.837, Loss:  0.292
Epoch  20 Batch  128/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.837, Loss:  0.264
Epoch  20 Batch  129/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.837, Loss:  0.291
Epoch  20 Batch  130/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.837, Loss:  0.255
Epoch  20 Batch  131/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.836, Loss:  0.281
Epoch  20 Batch  132/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.835, Loss:  0.288
Epoch  20 Batch  133/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.291
Epoch  20 Batch  134/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.835, Loss:  0.276
Epoch  20 Batch  135/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.835, Loss:  0.295
Epoch  20 Batch  136/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.835, Loss:  0.274
Epoch  20 Batch  137/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.251
Epoch  20 Batch  138/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.274
Epoch  20 Batch  139/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.290
Epoch  20 Batch  140/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.836, Loss:  0.304
Epoch  20 Batch  141/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.841, Loss:  0.279
Epoch  20 Batch  142/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.845, Loss:  0.258
Epoch  20 Batch  143/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.845, Loss:  0.290
Epoch  20 Batch  144/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.839, Loss:  0.312
Epoch  20 Batch  145/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.838, Loss:  0.307
Epoch  20 Batch  146/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.838, Loss:  0.335
Epoch  20 Batch  147/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.842, Loss:  0.316
Epoch  20 Batch  148/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.290
Epoch  20 Batch  149/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.841, Loss:  0.303
Epoch  20 Batch  150/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.839, Loss:  0.285
Epoch  20 Batch  151/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.843, Loss:  0.262
Epoch  20 Batch  152/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.307
Epoch  20 Batch  153/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.838, Loss:  0.300
Epoch  20 Batch  154/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.842, Loss:  0.281
Epoch  20 Batch  155/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.839, Loss:  0.297
Epoch  20 Batch  156/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.847, Loss:  0.283
Epoch  20 Batch  157/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.296
Epoch  20 Batch  158/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.306
Epoch  20 Batch  159/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.260
Epoch  20 Batch  160/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.838, Loss:  0.276
Epoch  20 Batch  161/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.298
Epoch  20 Batch  162/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.324
Epoch  20 Batch  163/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.841, Loss:  0.309
Epoch  20 Batch  164/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.841, Loss:  0.283
Epoch  20 Batch  165/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.842, Loss:  0.274
Epoch  20 Batch  166/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.306
Epoch  20 Batch  167/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.280
Epoch  20 Batch  168/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.839, Loss:  0.318
Epoch  20 Batch  169/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.297
Epoch  20 Batch  170/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.838, Loss:  0.298
Epoch  20 Batch  171/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.840, Loss:  0.268
Epoch  20 Batch  172/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.843, Loss:  0.275
Epoch  20 Batch  173/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.853, Loss:  0.317
Epoch  20 Batch  174/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.840, Loss:  0.286
Epoch  20 Batch  175/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.839, Loss:  0.266
Epoch  20 Batch  176/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.837, Loss:  0.270
Epoch  20 Batch  177/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.294
Epoch  20 Batch  178/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.841, Loss:  0.296
Epoch  20 Batch  179/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.837, Loss:  0.293
Epoch  20 Batch  180/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.272
Epoch  20 Batch  181/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.831, Loss:  0.327
Epoch  20 Batch  182/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.835, Loss:  0.289
Epoch  20 Batch  183/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.847, Loss:  0.320
Epoch  20 Batch  184/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.842, Loss:  0.265
Epoch  20 Batch  185/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.310
Epoch  20 Batch  186/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.842, Loss:  0.292
Epoch  20 Batch  187/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.846, Loss:  0.273
Epoch  20 Batch  188/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.846, Loss:  0.281
Epoch  20 Batch  189/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.294
Epoch  20 Batch  190/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.841, Loss:  0.263
Epoch  20 Batch  191/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.840, Loss:  0.261
Epoch  20 Batch  192/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.321
Epoch  20 Batch  193/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.840, Loss:  0.268
Epoch  20 Batch  194/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.842, Loss:  0.261
Epoch  20 Batch  195/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.286
Epoch  20 Batch  196/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.851, Loss:  0.277
Epoch  20 Batch  197/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.852, Loss:  0.282
Epoch  20 Batch  198/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.855, Loss:  0.268
Epoch  20 Batch  199/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.260
Epoch  20 Batch  200/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.851, Loss:  0.295
Epoch  20 Batch  201/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.264
Epoch  20 Batch  202/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.840, Loss:  0.288
Epoch  20 Batch  203/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.296
Epoch  20 Batch  204/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.838, Loss:  0.295
Epoch  20 Batch  205/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.852, Loss:  0.308
Epoch  20 Batch  206/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.839, Loss:  0.290
Epoch  20 Batch  207/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.289
Epoch  20 Batch  208/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.844, Loss:  0.290
Epoch  20 Batch  209/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.843, Loss:  0.258
Epoch  20 Batch  210/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.293
Epoch  20 Batch  211/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.836, Loss:  0.277
Epoch  20 Batch  212/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.836, Loss:  0.264
Epoch  20 Batch  213/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.833, Loss:  0.257
Epoch  20 Batch  214/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.833, Loss:  0.277
Epoch  20 Batch  215/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.833, Loss:  0.311
Epoch  20 Batch  216/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.841, Loss:  0.317
Epoch  20 Batch  217/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.266
Epoch  20 Batch  218/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.843, Loss:  0.334
Epoch  20 Batch  219/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.842, Loss:  0.291
Epoch  20 Batch  220/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.842, Loss:  0.275
Epoch  20 Batch  221/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.846, Loss:  0.280
Epoch  20 Batch  222/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.852, Loss:  0.300
Epoch  20 Batch  223/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.844, Loss:  0.251
Epoch  20 Batch  224/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.287
Epoch  20 Batch  225/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.289
Epoch  20 Batch  226/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.283
Epoch  20 Batch  227/1077 - Train Accuracy:  0.808, Validation Accuracy:  0.840, Loss:  0.306
Epoch  20 Batch  228/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.281
Epoch  20 Batch  229/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.837, Loss:  0.313
Epoch  20 Batch  230/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.255
Epoch  20 Batch  231/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.837, Loss:  0.338
Epoch  20 Batch  232/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.842, Loss:  0.305
Epoch  20 Batch  233/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.842, Loss:  0.317
Epoch  20 Batch  234/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.842, Loss:  0.308
Epoch  20 Batch  235/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.847, Loss:  0.279
Epoch  20 Batch  236/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.850, Loss:  0.284
Epoch  20 Batch  237/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.847, Loss:  0.260
Epoch  20 Batch  238/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.844, Loss:  0.278
Epoch  20 Batch  239/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.840, Loss:  0.264
Epoch  20 Batch  240/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.840, Loss:  0.258
Epoch  20 Batch  241/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.841, Loss:  0.248
Epoch  20 Batch  242/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.283
Epoch  20 Batch  243/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.851, Loss:  0.316
Epoch  20 Batch  244/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.855, Loss:  0.273
Epoch  20 Batch  245/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.856, Loss:  0.274
Epoch  20 Batch  246/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.291
Epoch  20 Batch  247/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.855, Loss:  0.268
Epoch  20 Batch  248/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.855, Loss:  0.259
Epoch  20 Batch  249/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.856, Loss:  0.267
Epoch  20 Batch  250/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.856, Loss:  0.267
Epoch  20 Batch  251/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.855, Loss:  0.286
Epoch  20 Batch  252/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.856, Loss:  0.279
Epoch  20 Batch  253/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.859, Loss:  0.281
Epoch  20 Batch  254/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.854, Loss:  0.289
Epoch  20 Batch  255/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.853, Loss:  0.285
Epoch  20 Batch  256/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.850, Loss:  0.336
Epoch  20 Batch  257/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.288
Epoch  20 Batch  258/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.840, Loss:  0.274
Epoch  20 Batch  259/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.834, Loss:  0.270
Epoch  20 Batch  260/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.832, Loss:  0.276
Epoch  20 Batch  261/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.837, Loss:  0.286
Epoch  20 Batch  262/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.282
Epoch  20 Batch  263/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.838, Loss:  0.263
Epoch  20 Batch  264/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.840, Loss:  0.292
Epoch  20 Batch  265/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.844, Loss:  0.295
Epoch  20 Batch  266/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.842, Loss:  0.301
Epoch  20 Batch  267/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.841, Loss:  0.262
Epoch  20 Batch  268/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.850, Loss:  0.282
Epoch  20 Batch  269/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.298
Epoch  20 Batch  270/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.846, Loss:  0.306
Epoch  20 Batch  271/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.846, Loss:  0.276
Epoch  20 Batch  272/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.346
Epoch  20 Batch  273/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.850, Loss:  0.271
Epoch  20 Batch  274/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.269
Epoch  20 Batch  275/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.291
Epoch  20 Batch  276/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.855, Loss:  0.321
Epoch  20 Batch  277/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.851, Loss:  0.242
Epoch  20 Batch  278/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.842, Loss:  0.305
Epoch  20 Batch  279/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.847, Loss:  0.315
Epoch  20 Batch  280/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.843, Loss:  0.285
Epoch  20 Batch  281/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.291
Epoch  20 Batch  282/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.838, Loss:  0.330
Epoch  20 Batch  283/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.837, Loss:  0.290
Epoch  20 Batch  284/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.835, Loss:  0.301
Epoch  20 Batch  285/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.293
Epoch  20 Batch  286/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.262
Epoch  20 Batch  287/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.834, Loss:  0.281
Epoch  20 Batch  288/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.835, Loss:  0.291
Epoch  20 Batch  289/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.831, Loss:  0.285
Epoch  20 Batch  290/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.829, Loss:  0.319
Epoch  20 Batch  291/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.828, Loss:  0.314
Epoch  20 Batch  292/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.827, Loss:  0.283
Epoch  20 Batch  293/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.829, Loss:  0.309
Epoch  20 Batch  294/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.824, Loss:  0.261
Epoch  20 Batch  295/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.837, Loss:  0.301
Epoch  20 Batch  296/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.833, Loss:  0.283
Epoch  20 Batch  297/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.835, Loss:  0.331
Epoch  20 Batch  298/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.836, Loss:  0.304
Epoch  20 Batch  299/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.836, Loss:  0.289
Epoch  20 Batch  300/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.842, Loss:  0.291
Epoch  20 Batch  301/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.842, Loss:  0.268
Epoch  20 Batch  302/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.272
Epoch  20 Batch  303/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.841, Loss:  0.313
Epoch  20 Batch  304/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.836, Loss:  0.271
Epoch  20 Batch  305/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.833, Loss:  0.288
Epoch  20 Batch  306/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.842, Loss:  0.287
Epoch  20 Batch  307/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.842, Loss:  0.282
Epoch  20 Batch  308/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.838, Loss:  0.308
Epoch  20 Batch  309/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.257
Epoch  20 Batch  310/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.839, Loss:  0.305
Epoch  20 Batch  311/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.843, Loss:  0.269
Epoch  20 Batch  312/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.842, Loss:  0.308
Epoch  20 Batch  313/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.841, Loss:  0.263
Epoch  20 Batch  314/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.839, Loss:  0.286
Epoch  20 Batch  315/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.842, Loss:  0.275
Epoch  20 Batch  316/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.839, Loss:  0.279
Epoch  20 Batch  317/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.835, Loss:  0.316
Epoch  20 Batch  318/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.835, Loss:  0.287
Epoch  20 Batch  319/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.840, Loss:  0.284
Epoch  20 Batch  320/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.308
Epoch  20 Batch  321/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.838, Loss:  0.303
Epoch  20 Batch  322/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.844, Loss:  0.264
Epoch  20 Batch  323/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.844, Loss:  0.280
Epoch  20 Batch  324/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.838, Loss:  0.297
Epoch  20 Batch  325/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.838, Loss:  0.279
Epoch  20 Batch  326/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.833, Loss:  0.277
Epoch  20 Batch  327/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.834, Loss:  0.315
Epoch  20 Batch  328/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.834, Loss:  0.319
Epoch  20 Batch  329/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.837, Loss:  0.318
Epoch  20 Batch  330/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.830, Loss:  0.291
Epoch  20 Batch  331/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.833, Loss:  0.301
Epoch  20 Batch  332/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.835, Loss:  0.241
Epoch  20 Batch  333/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.284
Epoch  20 Batch  334/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.827, Loss:  0.288
Epoch  20 Batch  335/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.823, Loss:  0.268
Epoch  20 Batch  336/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.822, Loss:  0.298
Epoch  20 Batch  337/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.823, Loss:  0.289
Epoch  20 Batch  338/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.823, Loss:  0.323
Epoch  20 Batch  339/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.825, Loss:  0.260
Epoch  20 Batch  340/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.828, Loss:  0.294
Epoch  20 Batch  341/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.833, Loss:  0.319
Epoch  20 Batch  342/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.834, Loss:  0.268
Epoch  20 Batch  343/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.834, Loss:  0.293
Epoch  20 Batch  344/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.832, Loss:  0.284
Epoch  20 Batch  345/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.826, Loss:  0.275
Epoch  20 Batch  346/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.828, Loss:  0.292
Epoch  20 Batch  347/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.827, Loss:  0.273
Epoch  20 Batch  348/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.826, Loss:  0.273
Epoch  20 Batch  349/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.829, Loss:  0.274
Epoch  20 Batch  350/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.831, Loss:  0.307
Epoch  20 Batch  351/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.304
Epoch  20 Batch  352/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.830, Loss:  0.334
Epoch  20 Batch  353/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.838, Loss:  0.308
Epoch  20 Batch  354/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.833, Loss:  0.313
Epoch  20 Batch  355/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.839, Loss:  0.298
Epoch  20 Batch  356/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.840, Loss:  0.281
Epoch  20 Batch  357/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.840, Loss:  0.277
Epoch  20 Batch  358/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.840, Loss:  0.300
Epoch  20 Batch  359/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.838, Loss:  0.270
Epoch  20 Batch  360/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.840, Loss:  0.299
Epoch  20 Batch  361/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.843, Loss:  0.309
Epoch  20 Batch  362/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.842, Loss:  0.309
Epoch  20 Batch  363/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.841, Loss:  0.297
Epoch  20 Batch  364/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.838, Loss:  0.303
Epoch  20 Batch  365/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.264
Epoch  20 Batch  366/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.846, Loss:  0.271
Epoch  20 Batch  367/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.850, Loss:  0.256
Epoch  20 Batch  368/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.849, Loss:  0.309
Epoch  20 Batch  369/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.270
Epoch  20 Batch  370/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.836, Loss:  0.297
Epoch  20 Batch  371/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.836, Loss:  0.282
Epoch  20 Batch  372/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.837, Loss:  0.277
Epoch  20 Batch  373/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.837, Loss:  0.261
Epoch  20 Batch  374/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.836, Loss:  0.326
Epoch  20 Batch  375/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.836, Loss:  0.275
Epoch  20 Batch  376/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.835, Loss:  0.295
Epoch  20 Batch  377/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.842, Loss:  0.293
Epoch  20 Batch  378/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.841, Loss:  0.258
Epoch  20 Batch  379/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.848, Loss:  0.347
Epoch  20 Batch  380/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.848, Loss:  0.266
Epoch  20 Batch  381/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.853, Loss:  0.302
Epoch  20 Batch  382/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.852, Loss:  0.327
Epoch  20 Batch  383/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.854, Loss:  0.283
Epoch  20 Batch  384/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.288
Epoch  20 Batch  385/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.294
Epoch  20 Batch  386/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.848, Loss:  0.269
Epoch  20 Batch  387/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.275
Epoch  20 Batch  388/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.844, Loss:  0.282
Epoch  20 Batch  389/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.835, Loss:  0.276
Epoch  20 Batch  390/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.829, Loss:  0.309
Epoch  20 Batch  391/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.832, Loss:  0.295
Epoch  20 Batch  392/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.833, Loss:  0.287
Epoch  20 Batch  393/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.276
Epoch  20 Batch  394/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.834, Loss:  0.305
Epoch  20 Batch  395/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.846, Loss:  0.267
Epoch  20 Batch  396/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.838, Loss:  0.301
Epoch  20 Batch  397/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.839, Loss:  0.272
Epoch  20 Batch  398/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.841, Loss:  0.319
Epoch  20 Batch  399/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.839, Loss:  0.309
Epoch  20 Batch  400/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.832, Loss:  0.316
Epoch  20 Batch  401/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.833, Loss:  0.299
Epoch  20 Batch  402/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.827, Loss:  0.274
Epoch  20 Batch  403/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.834, Loss:  0.312
Epoch  20 Batch  404/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.838, Loss:  0.280
Epoch  20 Batch  405/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.310
Epoch  20 Batch  406/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.838, Loss:  0.277
Epoch  20 Batch  407/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.838, Loss:  0.329
Epoch  20 Batch  408/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.839, Loss:  0.287
Epoch  20 Batch  409/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.315
Epoch  20 Batch  410/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.837, Loss:  0.311
Epoch  20 Batch  411/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.834, Loss:  0.284
Epoch  20 Batch  412/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.839, Loss:  0.276
Epoch  20 Batch  413/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.836, Loss:  0.273
Epoch  20 Batch  414/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.836, Loss:  0.303
Epoch  20 Batch  415/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.274
Epoch  20 Batch  416/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.842, Loss:  0.306
Epoch  20 Batch  417/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.841, Loss:  0.353
Epoch  20 Batch  418/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.842, Loss:  0.263
Epoch  20 Batch  419/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.843, Loss:  0.271
Epoch  20 Batch  420/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.842, Loss:  0.270
Epoch  20 Batch  421/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.843, Loss:  0.313
Epoch  20 Batch  422/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.837, Loss:  0.295
Epoch  20 Batch  423/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.838, Loss:  0.314
Epoch  20 Batch  424/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.836, Loss:  0.278
Epoch  20 Batch  425/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.835, Loss:  0.264
Epoch  20 Batch  426/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.836, Loss:  0.308
Epoch  20 Batch  427/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.836, Loss:  0.279
Epoch  20 Batch  428/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.835, Loss:  0.283
Epoch  20 Batch  429/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.833, Loss:  0.276
Epoch  20 Batch  430/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.831, Loss:  0.269
Epoch  20 Batch  431/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.833, Loss:  0.256
Epoch  20 Batch  432/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.307
Epoch  20 Batch  433/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.833, Loss:  0.305
Epoch  20 Batch  434/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.292
Epoch  20 Batch  435/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.840, Loss:  0.306
Epoch  20 Batch  436/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.835, Loss:  0.275
Epoch  20 Batch  437/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.831, Loss:  0.277
Epoch  20 Batch  438/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.819, Loss:  0.286
Epoch  20 Batch  439/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.823, Loss:  0.324
Epoch  20 Batch  440/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.823, Loss:  0.296
Epoch  20 Batch  441/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.823, Loss:  0.283
Epoch  20 Batch  442/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.828, Loss:  0.291
Epoch  20 Batch  443/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.828, Loss:  0.276
Epoch  20 Batch  444/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.828, Loss:  0.283
Epoch  20 Batch  445/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.825, Loss:  0.322
Epoch  20 Batch  446/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.828, Loss:  0.239
Epoch  20 Batch  447/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.832, Loss:  0.301
Epoch  20 Batch  448/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.833, Loss:  0.326
Epoch  20 Batch  449/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.830, Loss:  0.315
Epoch  20 Batch  450/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.830, Loss:  0.272
Epoch  20 Batch  451/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.267
Epoch  20 Batch  452/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.830, Loss:  0.303
Epoch  20 Batch  453/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.278
Epoch  20 Batch  454/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.830, Loss:  0.294
Epoch  20 Batch  455/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.836, Loss:  0.284
Epoch  20 Batch  456/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.836, Loss:  0.280
Epoch  20 Batch  457/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.830, Loss:  0.264
Epoch  20 Batch  458/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.831, Loss:  0.291
Epoch  20 Batch  459/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.828, Loss:  0.259
Epoch  20 Batch  460/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.831, Loss:  0.305
Epoch  20 Batch  461/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.830, Loss:  0.285
Epoch  20 Batch  462/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.836, Loss:  0.280
Epoch  20 Batch  463/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.299
Epoch  20 Batch  464/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.831, Loss:  0.279
Epoch  20 Batch  465/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.344
Epoch  20 Batch  466/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.831, Loss:  0.304
Epoch  20 Batch  467/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.835, Loss:  0.277
Epoch  20 Batch  468/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.835, Loss:  0.300
Epoch  20 Batch  469/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.840, Loss:  0.292
Epoch  20 Batch  470/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.839, Loss:  0.312
Epoch  20 Batch  471/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.835, Loss:  0.289
Epoch  20 Batch  472/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.838, Loss:  0.270
Epoch  20 Batch  473/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.842, Loss:  0.303
Epoch  20 Batch  474/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.843, Loss:  0.290
Epoch  20 Batch  475/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.843, Loss:  0.283
Epoch  20 Batch  476/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.843, Loss:  0.291
Epoch  20 Batch  477/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.835, Loss:  0.295
Epoch  20 Batch  478/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.835, Loss:  0.303
Epoch  20 Batch  479/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.839, Loss:  0.311
Epoch  20 Batch  480/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.838, Loss:  0.279
Epoch  20 Batch  481/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.839, Loss:  0.281
Epoch  20 Batch  482/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.316
Epoch  20 Batch  483/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.833, Loss:  0.276
Epoch  20 Batch  484/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.836, Loss:  0.300
Epoch  20 Batch  485/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.836, Loss:  0.290
Epoch  20 Batch  486/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.839, Loss:  0.273
Epoch  20 Batch  487/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.292
Epoch  20 Batch  488/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.839, Loss:  0.280
Epoch  20 Batch  489/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.268
Epoch  20 Batch  490/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.837, Loss:  0.308
Epoch  20 Batch  491/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.838, Loss:  0.294
Epoch  20 Batch  492/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.841, Loss:  0.308
Epoch  20 Batch  493/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.840, Loss:  0.280
Epoch  20 Batch  494/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.273
Epoch  20 Batch  495/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.280
Epoch  20 Batch  496/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.842, Loss:  0.299
Epoch  20 Batch  497/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.851, Loss:  0.311
Epoch  20 Batch  498/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.840, Loss:  0.291
Epoch  20 Batch  499/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.841, Loss:  0.256
Epoch  20 Batch  500/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.268
Epoch  20 Batch  501/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.839, Loss:  0.288
Epoch  20 Batch  502/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.840, Loss:  0.269
Epoch  20 Batch  503/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.839, Loss:  0.293
Epoch  20 Batch  504/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.840, Loss:  0.299
Epoch  20 Batch  505/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.845, Loss:  0.250
Epoch  20 Batch  506/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.845, Loss:  0.277
Epoch  20 Batch  507/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.841, Loss:  0.274
Epoch  20 Batch  508/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.276
Epoch  20 Batch  509/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.851, Loss:  0.311
Epoch  20 Batch  510/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.852, Loss:  0.282
Epoch  20 Batch  511/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.852, Loss:  0.322
Epoch  20 Batch  512/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.845, Loss:  0.282
Epoch  20 Batch  513/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.283
Epoch  20 Batch  514/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.844, Loss:  0.291
Epoch  20 Batch  515/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.846, Loss:  0.275
Epoch  20 Batch  516/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.847, Loss:  0.252
Epoch  20 Batch  517/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.845, Loss:  0.290
Epoch  20 Batch  518/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.839, Loss:  0.279
Epoch  20 Batch  519/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.303
Epoch  20 Batch  520/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.839, Loss:  0.280
Epoch  20 Batch  521/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.845, Loss:  0.283
Epoch  20 Batch  522/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.844, Loss:  0.307
Epoch  20 Batch  523/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.288
Epoch  20 Batch  524/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.847, Loss:  0.278
Epoch  20 Batch  525/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.842, Loss:  0.305
Epoch  20 Batch  526/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.841, Loss:  0.279
Epoch  20 Batch  527/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.277
Epoch  20 Batch  528/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.840, Loss:  0.281
Epoch  20 Batch  529/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.840, Loss:  0.267
Epoch  20 Batch  530/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.836, Loss:  0.307
Epoch  20 Batch  531/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.837, Loss:  0.284
Epoch  20 Batch  532/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.837, Loss:  0.315
Epoch  20 Batch  533/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.836, Loss:  0.319
Epoch  20 Batch  534/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.836, Loss:  0.286
Epoch  20 Batch  535/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.841, Loss:  0.266
Epoch  20 Batch  536/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.287
Epoch  20 Batch  537/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.840, Loss:  0.288
Epoch  20 Batch  538/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.840, Loss:  0.257
Epoch  20 Batch  539/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.852, Loss:  0.299
Epoch  20 Batch  540/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.849, Loss:  0.256
Epoch  20 Batch  541/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.836, Loss:  0.284
Epoch  20 Batch  542/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.280
Epoch  20 Batch  543/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.293
Epoch  20 Batch  544/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.826, Loss:  0.281
Epoch  20 Batch  545/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.827, Loss:  0.323
Epoch  20 Batch  546/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.822, Loss:  0.319
Epoch  20 Batch  547/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.821, Loss:  0.269
Epoch  20 Batch  548/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.825, Loss:  0.295
Epoch  20 Batch  549/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.829, Loss:  0.301
Epoch  20 Batch  550/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.838, Loss:  0.296
Epoch  20 Batch  551/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.842, Loss:  0.305
Epoch  20 Batch  552/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.301
Epoch  20 Batch  553/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.836, Loss:  0.302
Epoch  20 Batch  554/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.845, Loss:  0.315
Epoch  20 Batch  555/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.850, Loss:  0.287
Epoch  20 Batch  556/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.847, Loss:  0.272
Epoch  20 Batch  557/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.847, Loss:  0.276
Epoch  20 Batch  558/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.848, Loss:  0.260
Epoch  20 Batch  559/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.300
Epoch  20 Batch  560/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.847, Loss:  0.274
Epoch  20 Batch  561/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.838, Loss:  0.265
Epoch  20 Batch  562/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.843, Loss:  0.268
Epoch  20 Batch  563/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.844, Loss:  0.310
Epoch  20 Batch  564/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.307
Epoch  20 Batch  565/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.297
Epoch  20 Batch  566/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.844, Loss:  0.333
Epoch  20 Batch  567/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.298
Epoch  20 Batch  568/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.844, Loss:  0.294
Epoch  20 Batch  569/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.847, Loss:  0.299
Epoch  20 Batch  570/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.304
Epoch  20 Batch  571/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.846, Loss:  0.271
Epoch  20 Batch  572/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.846, Loss:  0.274
Epoch  20 Batch  573/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.845, Loss:  0.326
Epoch  20 Batch  574/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.843, Loss:  0.292
Epoch  20 Batch  575/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.283
Epoch  20 Batch  576/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.850, Loss:  0.302
Epoch  20 Batch  577/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.853, Loss:  0.331
Epoch  20 Batch  578/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.849, Loss:  0.303
Epoch  20 Batch  579/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.848, Loss:  0.269
Epoch  20 Batch  580/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.263
Epoch  20 Batch  581/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.838, Loss:  0.283
Epoch  20 Batch  582/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.834, Loss:  0.299
Epoch  20 Batch  583/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.836, Loss:  0.309
Epoch  20 Batch  584/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.838, Loss:  0.287
Epoch  20 Batch  585/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.837, Loss:  0.242
Epoch  20 Batch  586/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.833, Loss:  0.291
Epoch  20 Batch  587/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.828, Loss:  0.278
Epoch  20 Batch  588/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.828, Loss:  0.277
Epoch  20 Batch  589/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.822, Loss:  0.287
Epoch  20 Batch  590/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.823, Loss:  0.301
Epoch  20 Batch  591/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.823, Loss:  0.275
Epoch  20 Batch  592/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.823, Loss:  0.299
Epoch  20 Batch  593/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.822, Loss:  0.292
Epoch  20 Batch  594/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.827, Loss:  0.291
Epoch  20 Batch  595/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.827, Loss:  0.304
Epoch  20 Batch  596/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.827, Loss:  0.318
Epoch  20 Batch  597/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.832, Loss:  0.277
Epoch  20 Batch  598/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.832, Loss:  0.290
Epoch  20 Batch  599/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.841, Loss:  0.323
Epoch  20 Batch  600/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.840, Loss:  0.283
Epoch  20 Batch  601/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.842, Loss:  0.282
Epoch  20 Batch  602/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.292
Epoch  20 Batch  603/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.280
Epoch  20 Batch  604/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.852, Loss:  0.318
Epoch  20 Batch  605/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.851, Loss:  0.316
Epoch  20 Batch  606/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.842, Loss:  0.251
Epoch  20 Batch  607/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.846, Loss:  0.286
Epoch  20 Batch  608/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.842, Loss:  0.301
Epoch  20 Batch  609/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.837, Loss:  0.311
Epoch  20 Batch  610/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.838, Loss:  0.294
Epoch  20 Batch  611/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.841, Loss:  0.292
Epoch  20 Batch  612/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.840, Loss:  0.257
Epoch  20 Batch  613/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.840, Loss:  0.302
Epoch  20 Batch  614/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.289
Epoch  20 Batch  615/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.835, Loss:  0.297
Epoch  20 Batch  616/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.837, Loss:  0.298
Epoch  20 Batch  617/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.274
Epoch  20 Batch  618/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.842, Loss:  0.283
Epoch  20 Batch  619/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.842, Loss:  0.293
Epoch  20 Batch  620/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.271
Epoch  20 Batch  621/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.844, Loss:  0.317
Epoch  20 Batch  622/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.844, Loss:  0.313
Epoch  20 Batch  623/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.846, Loss:  0.306
Epoch  20 Batch  624/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.845, Loss:  0.265
Epoch  20 Batch  625/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.845, Loss:  0.280
Epoch  20 Batch  626/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.261
Epoch  20 Batch  627/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.844, Loss:  0.271
Epoch  20 Batch  628/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.839, Loss:  0.313
Epoch  20 Batch  629/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.847, Loss:  0.309
Epoch  20 Batch  630/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.848, Loss:  0.298
Epoch  20 Batch  631/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.844, Loss:  0.281
Epoch  20 Batch  632/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.279
Epoch  20 Batch  633/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.844, Loss:  0.305
Epoch  20 Batch  634/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.844, Loss:  0.264
Epoch  20 Batch  635/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.845, Loss:  0.317
Epoch  20 Batch  636/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.274
Epoch  20 Batch  637/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.838, Loss:  0.310
Epoch  20 Batch  638/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.842, Loss:  0.294
Epoch  20 Batch  639/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.843, Loss:  0.288
Epoch  20 Batch  640/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.278
Epoch  20 Batch  641/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.838, Loss:  0.298
Epoch  20 Batch  642/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.843, Loss:  0.295
Epoch  20 Batch  643/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.843, Loss:  0.266
Epoch  20 Batch  644/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.844, Loss:  0.283
Epoch  20 Batch  645/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.839, Loss:  0.272
Epoch  20 Batch  646/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.279
Epoch  20 Batch  647/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.839, Loss:  0.283
Epoch  20 Batch  648/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.837, Loss:  0.272
Epoch  20 Batch  649/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.283
Epoch  20 Batch  650/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.291
Epoch  20 Batch  651/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.290
Epoch  20 Batch  652/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.838, Loss:  0.306
Epoch  20 Batch  653/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.290
Epoch  20 Batch  654/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.838, Loss:  0.270
Epoch  20 Batch  655/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.840, Loss:  0.310
Epoch  20 Batch  656/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.839, Loss:  0.298
Epoch  20 Batch  657/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.308
Epoch  20 Batch  658/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.846, Loss:  0.284
Epoch  20 Batch  659/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.850, Loss:  0.284
Epoch  20 Batch  660/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.850, Loss:  0.295
Epoch  20 Batch  661/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.846, Loss:  0.249
Epoch  20 Batch  662/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.845, Loss:  0.267
Epoch  20 Batch  663/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.851, Loss:  0.265
Epoch  20 Batch  664/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.286
Epoch  20 Batch  665/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.278
Epoch  20 Batch  666/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.296
Epoch  20 Batch  667/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.851, Loss:  0.305
Epoch  20 Batch  668/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.850, Loss:  0.263
Epoch  20 Batch  669/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.851, Loss:  0.282
Epoch  20 Batch  670/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.257
Epoch  20 Batch  671/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.310
Epoch  20 Batch  672/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.851, Loss:  0.279
Epoch  20 Batch  673/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.848, Loss:  0.274
Epoch  20 Batch  674/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.849, Loss:  0.289
Epoch  20 Batch  675/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.854, Loss:  0.285
Epoch  20 Batch  676/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.302
Epoch  20 Batch  677/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.848, Loss:  0.288
Epoch  20 Batch  678/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.843, Loss:  0.257
Epoch  20 Batch  679/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.843, Loss:  0.310
Epoch  20 Batch  680/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.259
Epoch  20 Batch  681/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.844, Loss:  0.302
Epoch  20 Batch  682/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.285
Epoch  20 Batch  683/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.835, Loss:  0.278
Epoch  20 Batch  684/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.285
Epoch  20 Batch  685/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.832, Loss:  0.302
Epoch  20 Batch  686/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.275
Epoch  20 Batch  687/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.833, Loss:  0.314
Epoch  20 Batch  688/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.828, Loss:  0.271
Epoch  20 Batch  689/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.828, Loss:  0.283
Epoch  20 Batch  690/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.827, Loss:  0.283
Epoch  20 Batch  691/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.828, Loss:  0.326
Epoch  20 Batch  692/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.273
Epoch  20 Batch  693/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.837, Loss:  0.344
Epoch  20 Batch  694/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.837, Loss:  0.281
Epoch  20 Batch  695/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.844, Loss:  0.255
Epoch  20 Batch  696/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.849, Loss:  0.287
Epoch  20 Batch  697/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.849, Loss:  0.285
Epoch  20 Batch  698/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.849, Loss:  0.265
Epoch  20 Batch  699/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.847, Loss:  0.272
Epoch  20 Batch  700/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.851, Loss:  0.267
Epoch  20 Batch  701/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.853, Loss:  0.298
Epoch  20 Batch  702/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.849, Loss:  0.316
Epoch  20 Batch  703/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.849, Loss:  0.303
Epoch  20 Batch  704/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.844, Loss:  0.306
Epoch  20 Batch  705/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.840, Loss:  0.314
Epoch  20 Batch  706/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.848, Loss:  0.305
Epoch  20 Batch  707/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.844, Loss:  0.297
Epoch  20 Batch  708/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.280
Epoch  20 Batch  709/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.842, Loss:  0.300
Epoch  20 Batch  710/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.842, Loss:  0.267
Epoch  20 Batch  711/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.850, Loss:  0.331
Epoch  20 Batch  712/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.293
Epoch  20 Batch  713/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.255
Epoch  20 Batch  714/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.291
Epoch  20 Batch  715/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.841, Loss:  0.326
Epoch  20 Batch  716/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.835, Loss:  0.251
Epoch  20 Batch  717/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.839, Loss:  0.276
Epoch  20 Batch  718/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.843, Loss:  0.290
Epoch  20 Batch  719/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.843, Loss:  0.276
Epoch  20 Batch  720/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.845, Loss:  0.317
Epoch  20 Batch  721/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.294
Epoch  20 Batch  722/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.841, Loss:  0.264
Epoch  20 Batch  723/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.843, Loss:  0.289
Epoch  20 Batch  724/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.304
Epoch  20 Batch  725/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.843, Loss:  0.257
Epoch  20 Batch  726/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.277
Epoch  20 Batch  727/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.841, Loss:  0.268
Epoch  20 Batch  728/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.839, Loss:  0.291
Epoch  20 Batch  729/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.847, Loss:  0.304
Epoch  20 Batch  730/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.850, Loss:  0.311
Epoch  20 Batch  731/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.849, Loss:  0.284
Epoch  20 Batch  732/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.848, Loss:  0.312
Epoch  20 Batch  733/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.853, Loss:  0.315
Epoch  20 Batch  734/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.853, Loss:  0.321
Epoch  20 Batch  735/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.298
Epoch  20 Batch  736/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.850, Loss:  0.276
Epoch  20 Batch  737/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.849, Loss:  0.315
Epoch  20 Batch  738/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.839, Loss:  0.254
Epoch  20 Batch  739/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.841, Loss:  0.254
Epoch  20 Batch  740/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.832, Loss:  0.266
Epoch  20 Batch  741/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.835, Loss:  0.291
Epoch  20 Batch  742/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.273
Epoch  20 Batch  743/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.833, Loss:  0.296
Epoch  20 Batch  744/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.834, Loss:  0.257
Epoch  20 Batch  745/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.289
Epoch  20 Batch  746/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.829, Loss:  0.278
Epoch  20 Batch  747/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.841, Loss:  0.244
Epoch  20 Batch  748/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.836, Loss:  0.250
Epoch  20 Batch  749/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.836, Loss:  0.292
Epoch  20 Batch  750/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.842, Loss:  0.283
Epoch  20 Batch  751/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.848, Loss:  0.280
Epoch  20 Batch  752/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.847, Loss:  0.251
Epoch  20 Batch  753/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.846, Loss:  0.291
Epoch  20 Batch  754/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.846, Loss:  0.296
Epoch  20 Batch  755/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.290
Epoch  20 Batch  756/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.846, Loss:  0.262
Epoch  20 Batch  757/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.841, Loss:  0.310
Epoch  20 Batch  758/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.846, Loss:  0.253
Epoch  20 Batch  759/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.847, Loss:  0.248
Epoch  20 Batch  760/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.849, Loss:  0.305
Epoch  20 Batch  761/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.850, Loss:  0.282
Epoch  20 Batch  762/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.844, Loss:  0.258
Epoch  20 Batch  763/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.260
Epoch  20 Batch  764/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.290
Epoch  20 Batch  765/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.846, Loss:  0.281
Epoch  20 Batch  766/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.846, Loss:  0.295
Epoch  20 Batch  767/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.848, Loss:  0.274
Epoch  20 Batch  768/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.848, Loss:  0.283
Epoch  20 Batch  769/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.849, Loss:  0.287
Epoch  20 Batch  770/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.272
Epoch  20 Batch  771/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.850, Loss:  0.308
Epoch  20 Batch  772/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.858, Loss:  0.268
Epoch  20 Batch  773/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.862, Loss:  0.272
Epoch  20 Batch  774/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.862, Loss:  0.298
Epoch  20 Batch  775/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.862, Loss:  0.285
Epoch  20 Batch  776/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.274
Epoch  20 Batch  777/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.853, Loss:  0.296
Epoch  20 Batch  778/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.851, Loss:  0.265
Epoch  20 Batch  779/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.290
Epoch  20 Batch  780/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.850, Loss:  0.314
Epoch  20 Batch  781/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.846, Loss:  0.259
Epoch  20 Batch  782/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.845, Loss:  0.287
Epoch  20 Batch  783/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.844, Loss:  0.304
Epoch  20 Batch  784/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.845, Loss:  0.265
Epoch  20 Batch  785/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.844, Loss:  0.276
Epoch  20 Batch  786/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.286
Epoch  20 Batch  787/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.838, Loss:  0.275
Epoch  20 Batch  788/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.269
Epoch  20 Batch  789/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.284
Epoch  20 Batch  790/1077 - Train Accuracy:  0.796, Validation Accuracy:  0.846, Loss:  0.305
Epoch  20 Batch  791/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.299
Epoch  20 Batch  792/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.847, Loss:  0.290
Epoch  20 Batch  793/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.293
Epoch  20 Batch  794/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.850, Loss:  0.280
Epoch  20 Batch  795/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.847, Loss:  0.331
Epoch  20 Batch  796/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.301
Epoch  20 Batch  797/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.842, Loss:  0.276
Epoch  20 Batch  798/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.842, Loss:  0.277
Epoch  20 Batch  799/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.839, Loss:  0.312
Epoch  20 Batch  800/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.835, Loss:  0.265
Epoch  20 Batch  801/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.837, Loss:  0.296
Epoch  20 Batch  802/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.828, Loss:  0.301
Epoch  20 Batch  803/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.294
Epoch  20 Batch  804/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.836, Loss:  0.281
Epoch  20 Batch  805/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.836, Loss:  0.294
Epoch  20 Batch  806/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.836, Loss:  0.278
Epoch  20 Batch  807/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.840, Loss:  0.278
Epoch  20 Batch  808/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.848, Loss:  0.302
Epoch  20 Batch  809/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.296
Epoch  20 Batch  810/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.857, Loss:  0.258
Epoch  20 Batch  811/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.848, Loss:  0.258
Epoch  20 Batch  812/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.849, Loss:  0.298
Epoch  20 Batch  813/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.290
Epoch  20 Batch  814/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.288
Epoch  20 Batch  815/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.847, Loss:  0.270
Epoch  20 Batch  816/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.295
Epoch  20 Batch  817/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.846, Loss:  0.309
Epoch  20 Batch  818/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.845, Loss:  0.285
Epoch  20 Batch  819/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.845, Loss:  0.281
Epoch  20 Batch  820/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.845, Loss:  0.315
Epoch  20 Batch  821/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.846, Loss:  0.280
Epoch  20 Batch  822/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.841, Loss:  0.282
Epoch  20 Batch  823/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.841, Loss:  0.298
Epoch  20 Batch  824/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.845, Loss:  0.278
Epoch  20 Batch  825/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.842, Loss:  0.289
Epoch  20 Batch  826/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.845, Loss:  0.273
Epoch  20 Batch  827/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.844, Loss:  0.298
Epoch  20 Batch  828/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.272
Epoch  20 Batch  829/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.848, Loss:  0.323
Epoch  20 Batch  830/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.848, Loss:  0.297
Epoch  20 Batch  831/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.842, Loss:  0.287
Epoch  20 Batch  832/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.289
Epoch  20 Batch  833/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.843, Loss:  0.302
Epoch  20 Batch  834/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.280
Epoch  20 Batch  835/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.849, Loss:  0.292
Epoch  20 Batch  836/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.845, Loss:  0.281
Epoch  20 Batch  837/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.849, Loss:  0.327
Epoch  20 Batch  838/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.849, Loss:  0.287
Epoch  20 Batch  839/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.282
Epoch  20 Batch  840/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.849, Loss:  0.274
Epoch  20 Batch  841/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.847, Loss:  0.293
Epoch  20 Batch  842/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.849, Loss:  0.274
Epoch  20 Batch  843/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.849, Loss:  0.269
Epoch  20 Batch  844/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.849, Loss:  0.256
Epoch  20 Batch  845/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.844, Loss:  0.273
Epoch  20 Batch  846/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.845, Loss:  0.305
Epoch  20 Batch  847/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.843, Loss:  0.297
Epoch  20 Batch  848/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.847, Loss:  0.269
Epoch  20 Batch  849/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.277
Epoch  20 Batch  850/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.312
Epoch  20 Batch  851/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.842, Loss:  0.275
Epoch  20 Batch  852/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.304
Epoch  20 Batch  853/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.848, Loss:  0.250
Epoch  20 Batch  854/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.854, Loss:  0.299
Epoch  20 Batch  855/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.283
Epoch  20 Batch  856/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.841, Loss:  0.316
Epoch  20 Batch  857/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.255
Epoch  20 Batch  858/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.842, Loss:  0.265
Epoch  20 Batch  859/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.844, Loss:  0.290
Epoch  20 Batch  860/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.844, Loss:  0.289
Epoch  20 Batch  861/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.845, Loss:  0.295
Epoch  20 Batch  862/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.840, Loss:  0.291
Epoch  20 Batch  863/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.268
Epoch  20 Batch  864/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.839, Loss:  0.285
Epoch  20 Batch  865/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.840, Loss:  0.274
Epoch  20 Batch  866/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.845, Loss:  0.271
Epoch  20 Batch  867/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.842, Loss:  0.344
Epoch  20 Batch  868/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.841, Loss:  0.270
Epoch  20 Batch  869/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.844, Loss:  0.304
Epoch  20 Batch  870/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.837, Loss:  0.315
Epoch  20 Batch  871/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.835, Loss:  0.282
Epoch  20 Batch  872/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.836, Loss:  0.272
Epoch  20 Batch  873/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.838, Loss:  0.289
Epoch  20 Batch  874/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.298
Epoch  20 Batch  875/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.835, Loss:  0.285
Epoch  20 Batch  876/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.838, Loss:  0.292
Epoch  20 Batch  877/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.841, Loss:  0.260
Epoch  20 Batch  878/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.835, Loss:  0.281
Epoch  20 Batch  879/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.839, Loss:  0.258
Epoch  20 Batch  880/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.839, Loss:  0.292
Epoch  20 Batch  881/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.298
Epoch  20 Batch  882/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.839, Loss:  0.298
Epoch  20 Batch  883/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.839, Loss:  0.323
Epoch  20 Batch  884/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.270
Epoch  20 Batch  885/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.829, Loss:  0.266
Epoch  20 Batch  886/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.319
Epoch  20 Batch  887/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.838, Loss:  0.300
Epoch  20 Batch  888/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.838, Loss:  0.281
Epoch  20 Batch  889/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.834, Loss:  0.297
Epoch  20 Batch  890/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.829, Loss:  0.269
Epoch  20 Batch  891/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.826, Loss:  0.297
Epoch  20 Batch  892/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.827, Loss:  0.291
Epoch  20 Batch  893/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.831, Loss:  0.279
Epoch  20 Batch  894/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.836, Loss:  0.264
Epoch  20 Batch  895/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.840, Loss:  0.284
Epoch  20 Batch  896/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.844, Loss:  0.306
Epoch  20 Batch  897/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.849, Loss:  0.270
Epoch  20 Batch  898/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.850, Loss:  0.269
Epoch  20 Batch  899/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.845, Loss:  0.277
Epoch  20 Batch  900/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.853, Loss:  0.310
Epoch  20 Batch  901/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.288
Epoch  20 Batch  902/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.852, Loss:  0.307
Epoch  20 Batch  903/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.272
Epoch  20 Batch  904/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.297
Epoch  20 Batch  905/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.853, Loss:  0.272
Epoch  20 Batch  906/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.853, Loss:  0.278
Epoch  20 Batch  907/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.848, Loss:  0.266
Epoch  20 Batch  908/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.291
Epoch  20 Batch  909/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.854, Loss:  0.290
Epoch  20 Batch  910/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.853, Loss:  0.273
Epoch  20 Batch  911/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.273
Epoch  20 Batch  912/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.309
Epoch  20 Batch  913/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.853, Loss:  0.331
Epoch  20 Batch  914/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.850, Loss:  0.298
Epoch  20 Batch  915/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.849, Loss:  0.307
Epoch  20 Batch  916/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.848, Loss:  0.304
Epoch  20 Batch  917/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.278
Epoch  20 Batch  918/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.844, Loss:  0.262
Epoch  20 Batch  919/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.840, Loss:  0.259
Epoch  20 Batch  920/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.306
Epoch  20 Batch  921/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.308
Epoch  20 Batch  922/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.844, Loss:  0.274
Epoch  20 Batch  923/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.844, Loss:  0.282
Epoch  20 Batch  924/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.847, Loss:  0.317
Epoch  20 Batch  925/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.853, Loss:  0.278
Epoch  20 Batch  926/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.847, Loss:  0.283
Epoch  20 Batch  927/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.838, Loss:  0.298
Epoch  20 Batch  928/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.274
Epoch  20 Batch  929/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.840, Loss:  0.297
Epoch  20 Batch  930/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.839, Loss:  0.285
Epoch  20 Batch  931/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.285
Epoch  20 Batch  932/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.837, Loss:  0.280
Epoch  20 Batch  933/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.311
Epoch  20 Batch  934/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.839, Loss:  0.287
Epoch  20 Batch  935/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.834, Loss:  0.305
Epoch  20 Batch  936/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.839, Loss:  0.286
Epoch  20 Batch  937/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.848, Loss:  0.299
Epoch  20 Batch  938/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.853, Loss:  0.302
Epoch  20 Batch  939/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.312
Epoch  20 Batch  940/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.852, Loss:  0.274
Epoch  20 Batch  941/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.253
Epoch  20 Batch  942/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.317
Epoch  20 Batch  943/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.290
Epoch  20 Batch  944/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.846, Loss:  0.261
Epoch  20 Batch  945/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.276
Epoch  20 Batch  946/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.853, Loss:  0.285
Epoch  20 Batch  947/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.853, Loss:  0.311
Epoch  20 Batch  948/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.851, Loss:  0.288
Epoch  20 Batch  949/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.852, Loss:  0.265
Epoch  20 Batch  950/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.279
Epoch  20 Batch  951/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.853, Loss:  0.281
Epoch  20 Batch  952/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.850, Loss:  0.279
Epoch  20 Batch  953/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.844, Loss:  0.281
Epoch  20 Batch  954/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.849, Loss:  0.295
Epoch  20 Batch  955/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.850, Loss:  0.288
Epoch  20 Batch  956/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.851, Loss:  0.281
Epoch  20 Batch  957/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.847, Loss:  0.282
Epoch  20 Batch  958/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.844, Loss:  0.289
Epoch  20 Batch  959/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.840, Loss:  0.268
Epoch  20 Batch  960/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.279
Epoch  20 Batch  961/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.832, Loss:  0.294
Epoch  20 Batch  962/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.832, Loss:  0.290
Epoch  20 Batch  963/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.328
Epoch  20 Batch  964/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.832, Loss:  0.268
Epoch  20 Batch  965/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.833, Loss:  0.302
Epoch  20 Batch  966/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.268
Epoch  20 Batch  967/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.840, Loss:  0.271
Epoch  20 Batch  968/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.840, Loss:  0.322
Epoch  20 Batch  969/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.839, Loss:  0.307
Epoch  20 Batch  970/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.841, Loss:  0.310
Epoch  20 Batch  971/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.845, Loss:  0.280
Epoch  20 Batch  972/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.840, Loss:  0.272
Epoch  20 Batch  973/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.841, Loss:  0.263
Epoch  20 Batch  974/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.842, Loss:  0.287
Epoch  20 Batch  975/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.839, Loss:  0.277
Epoch  20 Batch  976/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.833, Loss:  0.268
Epoch  20 Batch  977/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.838, Loss:  0.270
Epoch  20 Batch  978/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.304
Epoch  20 Batch  979/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.852, Loss:  0.318
Epoch  20 Batch  980/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.844, Loss:  0.288
Epoch  20 Batch  981/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.845, Loss:  0.311
Epoch  20 Batch  982/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.849, Loss:  0.287
Epoch  20 Batch  983/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.852, Loss:  0.297
Epoch  20 Batch  984/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.855, Loss:  0.308
Epoch  20 Batch  985/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.859, Loss:  0.259
Epoch  20 Batch  986/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.306
Epoch  20 Batch  987/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.853, Loss:  0.272
Epoch  20 Batch  988/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.848, Loss:  0.277
Epoch  20 Batch  989/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.846, Loss:  0.309
Epoch  20 Batch  990/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.846, Loss:  0.308
Epoch  20 Batch  991/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.275
Epoch  20 Batch  992/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.848, Loss:  0.297
Epoch  20 Batch  993/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.847, Loss:  0.267
Epoch  20 Batch  994/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.276
Epoch  20 Batch  995/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.262
Epoch  20 Batch  996/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.275
Epoch  20 Batch  997/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.289
Epoch  20 Batch  998/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.845, Loss:  0.286
Epoch  20 Batch  999/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.845, Loss:  0.290
Epoch  20 Batch 1000/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.272
Epoch  20 Batch 1001/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.850, Loss:  0.266
Epoch  20 Batch 1002/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.850, Loss:  0.278
Epoch  20 Batch 1003/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.848, Loss:  0.292
Epoch  20 Batch 1004/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.848, Loss:  0.294
Epoch  20 Batch 1005/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.273
Epoch  20 Batch 1006/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.848, Loss:  0.261
Epoch  20 Batch 1007/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.847, Loss:  0.255
Epoch  20 Batch 1008/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.838, Loss:  0.302
Epoch  20 Batch 1009/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.840, Loss:  0.256
Epoch  20 Batch 1010/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.835, Loss:  0.285
Epoch  20 Batch 1011/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.834, Loss:  0.299
Epoch  20 Batch 1012/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.837, Loss:  0.262
Epoch  20 Batch 1013/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.837, Loss:  0.253
Epoch  20 Batch 1014/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.835, Loss:  0.295
Epoch  20 Batch 1015/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.840, Loss:  0.310
Epoch  20 Batch 1016/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.844, Loss:  0.301
Epoch  20 Batch 1017/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.848, Loss:  0.288
Epoch  20 Batch 1018/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.846, Loss:  0.260
Epoch  20 Batch 1019/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.850, Loss:  0.318
Epoch  20 Batch 1020/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.851, Loss:  0.274
Epoch  20 Batch 1021/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.851, Loss:  0.260
Epoch  20 Batch 1022/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.849, Loss:  0.276
Epoch  20 Batch 1023/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.852, Loss:  0.259
Epoch  20 Batch 1024/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.853, Loss:  0.300
Epoch  20 Batch 1025/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.850, Loss:  0.283
Epoch  20 Batch 1026/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.842, Loss:  0.275
Epoch  20 Batch 1027/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.838, Loss:  0.297
Epoch  20 Batch 1028/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.842, Loss:  0.291
Epoch  20 Batch 1029/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.843, Loss:  0.278
Epoch  20 Batch 1030/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.849, Loss:  0.273
Epoch  20 Batch 1031/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.847, Loss:  0.311
Epoch  20 Batch 1032/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.304
Epoch  20 Batch 1033/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.848, Loss:  0.279
Epoch  20 Batch 1034/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.847, Loss:  0.295
Epoch  20 Batch 1035/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.847, Loss:  0.254
Epoch  20 Batch 1036/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.328
Epoch  20 Batch 1037/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.286
Epoch  20 Batch 1038/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.848, Loss:  0.297
Epoch  20 Batch 1039/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.265
Epoch  20 Batch 1040/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.846, Loss:  0.309
Epoch  20 Batch 1041/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.303
Epoch  20 Batch 1042/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.852, Loss:  0.290
Epoch  20 Batch 1043/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.851, Loss:  0.314
Epoch  20 Batch 1044/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.854, Loss:  0.290
Epoch  20 Batch 1045/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.854, Loss:  0.289
Epoch  20 Batch 1046/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.246
Epoch  20 Batch 1047/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.855, Loss:  0.286
Epoch  20 Batch 1048/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.854, Loss:  0.276
Epoch  20 Batch 1049/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.854, Loss:  0.319
Epoch  20 Batch 1050/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.851, Loss:  0.279
Epoch  20 Batch 1051/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.852, Loss:  0.264
Epoch  20 Batch 1052/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.852, Loss:  0.264
Epoch  20 Batch 1053/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.852, Loss:  0.295
Epoch  20 Batch 1054/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.852, Loss:  0.274
Epoch  20 Batch 1055/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.852, Loss:  0.281
Epoch  20 Batch 1056/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.288
Epoch  20 Batch 1057/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.849, Loss:  0.303
Epoch  20 Batch 1058/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.849, Loss:  0.310
Epoch  20 Batch 1059/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.842, Loss:  0.321
Epoch  20 Batch 1060/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.851, Loss:  0.259
Epoch  20 Batch 1061/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.850, Loss:  0.325
Epoch  20 Batch 1062/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.287
Epoch  20 Batch 1063/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.845, Loss:  0.277
Epoch  20 Batch 1064/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.842, Loss:  0.284
Epoch  20 Batch 1065/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.843, Loss:  0.283
Epoch  20 Batch 1066/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.849, Loss:  0.266
Epoch  20 Batch 1067/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.851, Loss:  0.297
Epoch  20 Batch 1068/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.850, Loss:  0.278
Epoch  20 Batch 1069/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.845, Loss:  0.250
Epoch  20 Batch 1070/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.844, Loss:  0.290
Epoch  20 Batch 1071/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.845, Loss:  0.274
Epoch  20 Batch 1072/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.849, Loss:  0.283
Epoch  20 Batch 1073/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.847, Loss:  0.318
Epoch  20 Batch 1074/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.843, Loss:  0.301
Epoch  20 Batch 1075/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.847, Loss:  0.314
Epoch  21 Batch    0/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.846, Loss:  0.249
Epoch  21 Batch    1/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.847, Loss:  0.274
Epoch  21 Batch    2/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.848, Loss:  0.280
Epoch  21 Batch    3/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.850, Loss:  0.278
Epoch  21 Batch    4/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.847, Loss:  0.272
Epoch  21 Batch    5/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.852, Loss:  0.312
Epoch  21 Batch    6/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.852, Loss:  0.288
Epoch  21 Batch    7/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.277
Epoch  21 Batch    8/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.847, Loss:  0.261
Epoch  21 Batch    9/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.287
Epoch  21 Batch   10/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.841, Loss:  0.310
Epoch  21 Batch   11/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.272
Epoch  21 Batch   12/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.847, Loss:  0.299
Epoch  21 Batch   13/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.851, Loss:  0.294
Epoch  21 Batch   14/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.856, Loss:  0.263
Epoch  21 Batch   15/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.851, Loss:  0.278
Epoch  21 Batch   16/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.276
Epoch  21 Batch   17/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.841, Loss:  0.274
Epoch  21 Batch   18/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.841, Loss:  0.282
Epoch  21 Batch   19/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.292
Epoch  21 Batch   20/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.848, Loss:  0.270
Epoch  21 Batch   21/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.843, Loss:  0.289
Epoch  21 Batch   22/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.842, Loss:  0.291
Epoch  21 Batch   23/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.277
Epoch  21 Batch   24/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.842, Loss:  0.275
Epoch  21 Batch   25/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.841, Loss:  0.274
Epoch  21 Batch   26/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.844, Loss:  0.295
Epoch  21 Batch   27/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.844, Loss:  0.251
Epoch  21 Batch   28/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.842, Loss:  0.287
Epoch  21 Batch   29/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.848, Loss:  0.285
Epoch  21 Batch   30/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.260
Epoch  21 Batch   31/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.848, Loss:  0.285
Epoch  21 Batch   32/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.845, Loss:  0.276
Epoch  21 Batch   33/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.838, Loss:  0.268
Epoch  21 Batch   34/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.838, Loss:  0.285
Epoch  21 Batch   35/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.828, Loss:  0.272
Epoch  21 Batch   36/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.832, Loss:  0.273
Epoch  21 Batch   37/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.834, Loss:  0.290
Epoch  21 Batch   38/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.329
Epoch  21 Batch   39/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.312
Epoch  21 Batch   40/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.832, Loss:  0.279
Epoch  21 Batch   41/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.279
Epoch  21 Batch   42/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.295
Epoch  21 Batch   43/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.831, Loss:  0.287
Epoch  21 Batch   44/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.837, Loss:  0.280
Epoch  21 Batch   45/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.836, Loss:  0.299
Epoch  21 Batch   46/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.836, Loss:  0.305
Epoch  21 Batch   47/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.277
Epoch  21 Batch   48/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.306
Epoch  21 Batch   49/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.841, Loss:  0.291
Epoch  21 Batch   50/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.842, Loss:  0.274
Epoch  21 Batch   51/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.842, Loss:  0.284
Epoch  21 Batch   52/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.291
Epoch  21 Batch   53/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.842, Loss:  0.283
Epoch  21 Batch   54/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.846, Loss:  0.344
Epoch  21 Batch   55/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.843, Loss:  0.289
Epoch  21 Batch   56/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.841, Loss:  0.250
Epoch  21 Batch   57/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.842, Loss:  0.266
Epoch  21 Batch   58/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.263
Epoch  21 Batch   59/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.294
Epoch  21 Batch   60/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.851, Loss:  0.283
Epoch  21 Batch   61/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.851, Loss:  0.305
Epoch  21 Batch   62/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.851, Loss:  0.305
Epoch  21 Batch   63/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.850, Loss:  0.265
Epoch  21 Batch   64/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.286
Epoch  21 Batch   65/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.851, Loss:  0.270
Epoch  21 Batch   66/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.266
Epoch  21 Batch   67/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.847, Loss:  0.284
Epoch  21 Batch   68/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.301
Epoch  21 Batch   69/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.855, Loss:  0.307
Epoch  21 Batch   70/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.855, Loss:  0.291
Epoch  21 Batch   71/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.851, Loss:  0.272
Epoch  21 Batch   72/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.852, Loss:  0.258
Epoch  21 Batch   73/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.847, Loss:  0.290
Epoch  21 Batch   74/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.846, Loss:  0.252
Epoch  21 Batch   75/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.845, Loss:  0.305
Epoch  21 Batch   76/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.839, Loss:  0.245
Epoch  21 Batch   77/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.844, Loss:  0.285
Epoch  21 Batch   78/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.842, Loss:  0.288
Epoch  21 Batch   79/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.843, Loss:  0.306
Epoch  21 Batch   80/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.842, Loss:  0.282
Epoch  21 Batch   81/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.270
Epoch  21 Batch   82/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.842, Loss:  0.278
Epoch  21 Batch   83/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.303
Epoch  21 Batch   84/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.848, Loss:  0.295
Epoch  21 Batch   85/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.849, Loss:  0.268
Epoch  21 Batch   86/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.850, Loss:  0.290
Epoch  21 Batch   87/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.849, Loss:  0.325
Epoch  21 Batch   88/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.849, Loss:  0.285
Epoch  21 Batch   89/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.853, Loss:  0.275
Epoch  21 Batch   90/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.852, Loss:  0.313
Epoch  21 Batch   91/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.264
Epoch  21 Batch   92/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.293
Epoch  21 Batch   93/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.846, Loss:  0.290
Epoch  21 Batch   94/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.844, Loss:  0.278
Epoch  21 Batch   95/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.847, Loss:  0.299
Epoch  21 Batch   96/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.847, Loss:  0.274
Epoch  21 Batch   97/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.302
Epoch  21 Batch   98/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.292
Epoch  21 Batch   99/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.851, Loss:  0.290
Epoch  21 Batch  100/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.852, Loss:  0.286
Epoch  21 Batch  101/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.851, Loss:  0.290
Epoch  21 Batch  102/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.280
Epoch  21 Batch  103/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.852, Loss:  0.309
Epoch  21 Batch  104/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.290
Epoch  21 Batch  105/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.855, Loss:  0.276
Epoch  21 Batch  106/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.855, Loss:  0.324
Epoch  21 Batch  107/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.857, Loss:  0.281
Epoch  21 Batch  108/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.843, Loss:  0.260
Epoch  21 Batch  109/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.275
Epoch  21 Batch  110/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.251
Epoch  21 Batch  111/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.850, Loss:  0.285
Epoch  21 Batch  112/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.849, Loss:  0.276
Epoch  21 Batch  113/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.851, Loss:  0.290
Epoch  21 Batch  114/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.855, Loss:  0.270
Epoch  21 Batch  115/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.854, Loss:  0.311
Epoch  21 Batch  116/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.859, Loss:  0.314
Epoch  21 Batch  117/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.860, Loss:  0.296
Epoch  21 Batch  118/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.854, Loss:  0.296
Epoch  21 Batch  119/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.853, Loss:  0.302
Epoch  21 Batch  120/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.850, Loss:  0.306
Epoch  21 Batch  121/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.847, Loss:  0.297
Epoch  21 Batch  122/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.849, Loss:  0.276
Epoch  21 Batch  123/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.845, Loss:  0.249
Epoch  21 Batch  124/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.844, Loss:  0.298
Epoch  21 Batch  125/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.843, Loss:  0.299
Epoch  21 Batch  126/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.253
Epoch  21 Batch  127/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.263
Epoch  21 Batch  128/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.838, Loss:  0.257
Epoch  21 Batch  129/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.839, Loss:  0.283
Epoch  21 Batch  130/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.841, Loss:  0.257
Epoch  21 Batch  131/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.847, Loss:  0.280
Epoch  21 Batch  132/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.285
Epoch  21 Batch  133/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.838, Loss:  0.269
Epoch  21 Batch  134/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.832, Loss:  0.268
Epoch  21 Batch  135/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.833, Loss:  0.294
Epoch  21 Batch  136/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.277
Epoch  21 Batch  137/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.831, Loss:  0.263
Epoch  21 Batch  138/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.835, Loss:  0.269
Epoch  21 Batch  139/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.834, Loss:  0.306
Epoch  21 Batch  140/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.834, Loss:  0.319
Epoch  21 Batch  141/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.838, Loss:  0.276
Epoch  21 Batch  142/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.840, Loss:  0.261
Epoch  21 Batch  143/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.841, Loss:  0.296
Epoch  21 Batch  144/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.849, Loss:  0.315
Epoch  21 Batch  145/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.312
Epoch  21 Batch  146/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.846, Loss:  0.316
Epoch  21 Batch  147/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.846, Loss:  0.321
Epoch  21 Batch  148/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.847, Loss:  0.278
Epoch  21 Batch  149/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.843, Loss:  0.276
Epoch  21 Batch  150/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.280
Epoch  21 Batch  151/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.261
Epoch  21 Batch  152/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.319
Epoch  21 Batch  153/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.843, Loss:  0.295
Epoch  21 Batch  154/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.847, Loss:  0.295
Epoch  21 Batch  155/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.847, Loss:  0.289
Epoch  21 Batch  156/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.291
Epoch  21 Batch  157/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.842, Loss:  0.290
Epoch  21 Batch  158/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.294
Epoch  21 Batch  159/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.237
Epoch  21 Batch  160/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.274
Epoch  21 Batch  161/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.292
Epoch  21 Batch  162/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.302
Epoch  21 Batch  163/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.842, Loss:  0.309
Epoch  21 Batch  164/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.310
Epoch  21 Batch  165/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.276
Epoch  21 Batch  166/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.838, Loss:  0.280
Epoch  21 Batch  167/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.842, Loss:  0.285
Epoch  21 Batch  168/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.841, Loss:  0.299
Epoch  21 Batch  169/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.836, Loss:  0.304
Epoch  21 Batch  170/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.841, Loss:  0.290
Epoch  21 Batch  171/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.258
Epoch  21 Batch  172/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.254
Epoch  21 Batch  173/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.842, Loss:  0.321
Epoch  21 Batch  174/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.845, Loss:  0.272
Epoch  21 Batch  175/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.844, Loss:  0.268
Epoch  21 Batch  176/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.842, Loss:  0.265
Epoch  21 Batch  177/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.293
Epoch  21 Batch  178/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.281
Epoch  21 Batch  179/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.850, Loss:  0.285
Epoch  21 Batch  180/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.270
Epoch  21 Batch  181/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.847, Loss:  0.314
Epoch  21 Batch  182/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.846, Loss:  0.292
Epoch  21 Batch  183/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.847, Loss:  0.284
Epoch  21 Batch  184/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.275
Epoch  21 Batch  185/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.848, Loss:  0.292
Epoch  21 Batch  186/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.850, Loss:  0.287
Epoch  21 Batch  187/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.852, Loss:  0.271
Epoch  21 Batch  188/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.851, Loss:  0.289
Epoch  21 Batch  189/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.851, Loss:  0.283
Epoch  21 Batch  190/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.284
Epoch  21 Batch  191/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.258
Epoch  21 Batch  192/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.853, Loss:  0.304
Epoch  21 Batch  193/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.849, Loss:  0.283
Epoch  21 Batch  194/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.841, Loss:  0.248
Epoch  21 Batch  195/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.265
Epoch  21 Batch  196/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.835, Loss:  0.272
Epoch  21 Batch  197/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.843, Loss:  0.269
Epoch  21 Batch  198/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.847, Loss:  0.266
Epoch  21 Batch  199/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.273
Epoch  21 Batch  200/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.838, Loss:  0.292
Epoch  21 Batch  201/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.839, Loss:  0.242
Epoch  21 Batch  202/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.837, Loss:  0.288
Epoch  21 Batch  203/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.833, Loss:  0.274
Epoch  21 Batch  204/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.840, Loss:  0.313
Epoch  21 Batch  205/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.843, Loss:  0.308
Epoch  21 Batch  206/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.844, Loss:  0.270
Epoch  21 Batch  207/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.839, Loss:  0.261
Epoch  21 Batch  208/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.839, Loss:  0.303
Epoch  21 Batch  209/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.839, Loss:  0.252
Epoch  21 Batch  210/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.835, Loss:  0.293
Epoch  21 Batch  211/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.287
Epoch  21 Batch  212/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.835, Loss:  0.264
Epoch  21 Batch  213/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.838, Loss:  0.260
Epoch  21 Batch  214/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.834, Loss:  0.271
Epoch  21 Batch  215/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.831, Loss:  0.312
Epoch  21 Batch  216/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.830, Loss:  0.283
Epoch  21 Batch  217/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.836, Loss:  0.276
Epoch  21 Batch  218/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.847, Loss:  0.326
Epoch  21 Batch  219/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.848, Loss:  0.274
Epoch  21 Batch  220/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.847, Loss:  0.300
Epoch  21 Batch  221/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.850, Loss:  0.272
Epoch  21 Batch  222/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.846, Loss:  0.304
Epoch  21 Batch  223/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.847, Loss:  0.255
Epoch  21 Batch  224/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.847, Loss:  0.279
Epoch  21 Batch  225/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.842, Loss:  0.283
Epoch  21 Batch  226/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.277
Epoch  21 Batch  227/1077 - Train Accuracy:  0.802, Validation Accuracy:  0.847, Loss:  0.314
Epoch  21 Batch  228/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.268
Epoch  21 Batch  229/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.847, Loss:  0.305
Epoch  21 Batch  230/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.257
Epoch  21 Batch  231/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.842, Loss:  0.321
Epoch  21 Batch  232/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.838, Loss:  0.274
Epoch  21 Batch  233/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.838, Loss:  0.309
Epoch  21 Batch  234/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.838, Loss:  0.298
Epoch  21 Batch  235/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.842, Loss:  0.260
Epoch  21 Batch  236/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.846, Loss:  0.294
Epoch  21 Batch  237/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.847, Loss:  0.237
Epoch  21 Batch  238/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.847, Loss:  0.275
Epoch  21 Batch  239/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.847, Loss:  0.252
Epoch  21 Batch  240/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.856, Loss:  0.264
Epoch  21 Batch  241/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.853, Loss:  0.256
Epoch  21 Batch  242/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.851, Loss:  0.262
Epoch  21 Batch  243/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.287
Epoch  21 Batch  244/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.279
Epoch  21 Batch  245/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.255
Epoch  21 Batch  246/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.849, Loss:  0.275
Epoch  21 Batch  247/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.851, Loss:  0.267
Epoch  21 Batch  248/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.850, Loss:  0.272
Epoch  21 Batch  249/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.852, Loss:  0.277
Epoch  21 Batch  250/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.853, Loss:  0.261
Epoch  21 Batch  251/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.288
Epoch  21 Batch  252/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.280
Epoch  21 Batch  253/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.849, Loss:  0.301
Epoch  21 Batch  254/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.849, Loss:  0.282
Epoch  21 Batch  255/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.849, Loss:  0.293
Epoch  21 Batch  256/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.849, Loss:  0.303
Epoch  21 Batch  257/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.849, Loss:  0.284
Epoch  21 Batch  258/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.849, Loss:  0.280
Epoch  21 Batch  259/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.284
Epoch  21 Batch  260/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.852, Loss:  0.265
Epoch  21 Batch  261/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.845, Loss:  0.278
Epoch  21 Batch  262/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.844, Loss:  0.269
Epoch  21 Batch  263/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.845, Loss:  0.252
Epoch  21 Batch  264/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.288
Epoch  21 Batch  265/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.844, Loss:  0.288
Epoch  21 Batch  266/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.849, Loss:  0.281
Epoch  21 Batch  267/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.848, Loss:  0.264
Epoch  21 Batch  268/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.847, Loss:  0.291
Epoch  21 Batch  269/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.844, Loss:  0.304
Epoch  21 Batch  270/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.848, Loss:  0.295
Epoch  21 Batch  271/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.848, Loss:  0.269
Epoch  21 Batch  272/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.849, Loss:  0.349
Epoch  21 Batch  273/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.259
Epoch  21 Batch  274/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.846, Loss:  0.266
Epoch  21 Batch  275/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.848, Loss:  0.283
Epoch  21 Batch  276/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.857, Loss:  0.309
Epoch  21 Batch  277/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.855, Loss:  0.250
Epoch  21 Batch  278/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.855, Loss:  0.328
Epoch  21 Batch  279/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.851, Loss:  0.342
Epoch  21 Batch  280/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.851, Loss:  0.299
Epoch  21 Batch  281/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.847, Loss:  0.294
Epoch  21 Batch  282/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.321
Epoch  21 Batch  283/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.838, Loss:  0.321
Epoch  21 Batch  284/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.291
Epoch  21 Batch  285/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.280
Epoch  21 Batch  286/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.846, Loss:  0.265
Epoch  21 Batch  287/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.849, Loss:  0.285
Epoch  21 Batch  288/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.852, Loss:  0.298
Epoch  21 Batch  289/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.853, Loss:  0.288
Epoch  21 Batch  290/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.853, Loss:  0.309
Epoch  21 Batch  291/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.853, Loss:  0.289
Epoch  21 Batch  292/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.281
Epoch  21 Batch  293/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.854, Loss:  0.300
Epoch  21 Batch  294/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.849, Loss:  0.274
Epoch  21 Batch  295/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.310
Epoch  21 Batch  296/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.847, Loss:  0.282
Epoch  21 Batch  297/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.848, Loss:  0.327
Epoch  21 Batch  298/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.845, Loss:  0.320
Epoch  21 Batch  299/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.840, Loss:  0.273
Epoch  21 Batch  300/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.845, Loss:  0.287
Epoch  21 Batch  301/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.850, Loss:  0.265
Epoch  21 Batch  302/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.852, Loss:  0.287
Epoch  21 Batch  303/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.284
Epoch  21 Batch  304/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.852, Loss:  0.267
Epoch  21 Batch  305/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.852, Loss:  0.283
Epoch  21 Batch  306/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.851, Loss:  0.281
Epoch  21 Batch  307/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.850, Loss:  0.275
Epoch  21 Batch  308/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.853, Loss:  0.326
Epoch  21 Batch  309/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.848, Loss:  0.280
Epoch  21 Batch  310/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.840, Loss:  0.290
Epoch  21 Batch  311/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.839, Loss:  0.274
Epoch  21 Batch  312/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.839, Loss:  0.301
Epoch  21 Batch  313/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.836, Loss:  0.261
Epoch  21 Batch  314/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.835, Loss:  0.299
Epoch  21 Batch  315/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.834, Loss:  0.291
Epoch  21 Batch  316/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.828, Loss:  0.258
Epoch  21 Batch  317/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.833, Loss:  0.330
Epoch  21 Batch  318/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.282
Epoch  21 Batch  319/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.846, Loss:  0.286
Epoch  21 Batch  320/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.831, Loss:  0.295
Epoch  21 Batch  321/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.831, Loss:  0.283
Epoch  21 Batch  322/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.830, Loss:  0.251
Epoch  21 Batch  323/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.830, Loss:  0.277
Epoch  21 Batch  324/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.826, Loss:  0.280
Epoch  21 Batch  325/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.823, Loss:  0.265
Epoch  21 Batch  326/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.836, Loss:  0.279
Epoch  21 Batch  327/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.837, Loss:  0.313
Epoch  21 Batch  328/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.836, Loss:  0.293
Epoch  21 Batch  329/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.839, Loss:  0.317
Epoch  21 Batch  330/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.838, Loss:  0.284
Epoch  21 Batch  331/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.831, Loss:  0.294
Epoch  21 Batch  332/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.831, Loss:  0.242
Epoch  21 Batch  333/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.831, Loss:  0.291
Epoch  21 Batch  334/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.828, Loss:  0.260
Epoch  21 Batch  335/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.827, Loss:  0.265
Epoch  21 Batch  336/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.829, Loss:  0.319
Epoch  21 Batch  337/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.836, Loss:  0.289
Epoch  21 Batch  338/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.835, Loss:  0.316
Epoch  21 Batch  339/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.831, Loss:  0.257
Epoch  21 Batch  340/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.831, Loss:  0.282
Epoch  21 Batch  341/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.835, Loss:  0.320
Epoch  21 Batch  342/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.260
Epoch  21 Batch  343/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.286
Epoch  21 Batch  344/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.846, Loss:  0.277
Epoch  21 Batch  345/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.849, Loss:  0.268
Epoch  21 Batch  346/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.844, Loss:  0.297
Epoch  21 Batch  347/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.845, Loss:  0.267
Epoch  21 Batch  348/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.844, Loss:  0.252
Epoch  21 Batch  349/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.848, Loss:  0.269
Epoch  21 Batch  350/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.847, Loss:  0.282
Epoch  21 Batch  351/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.840, Loss:  0.298
Epoch  21 Batch  352/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.850, Loss:  0.286
Epoch  21 Batch  353/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.844, Loss:  0.312
Epoch  21 Batch  354/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.847, Loss:  0.320
Epoch  21 Batch  355/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.847, Loss:  0.299
Epoch  21 Batch  356/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.842, Loss:  0.290
Epoch  21 Batch  357/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.836, Loss:  0.275
Epoch  21 Batch  358/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.839, Loss:  0.289
Epoch  21 Batch  359/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.840, Loss:  0.297
Epoch  21 Batch  360/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.838, Loss:  0.295
Epoch  21 Batch  361/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.300
Epoch  21 Batch  362/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.839, Loss:  0.286
Epoch  21 Batch  363/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.839, Loss:  0.290
Epoch  21 Batch  364/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.844, Loss:  0.306
Epoch  21 Batch  365/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.839, Loss:  0.267
Epoch  21 Batch  366/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.272
Epoch  21 Batch  367/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.835, Loss:  0.249
Epoch  21 Batch  368/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.837, Loss:  0.298
Epoch  21 Batch  369/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.273
Epoch  21 Batch  370/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.838, Loss:  0.281
Epoch  21 Batch  371/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.839, Loss:  0.284
Epoch  21 Batch  372/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.839, Loss:  0.251
Epoch  21 Batch  373/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.839, Loss:  0.261
Epoch  21 Batch  374/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.842, Loss:  0.313
Epoch  21 Batch  375/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.837, Loss:  0.267
Epoch  21 Batch  376/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.285
Epoch  21 Batch  377/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.288
Epoch  21 Batch  378/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.839, Loss:  0.255
Epoch  21 Batch  379/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.842, Loss:  0.304
Epoch  21 Batch  380/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.850, Loss:  0.286
Epoch  21 Batch  381/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.850, Loss:  0.297
Epoch  21 Batch  382/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.849, Loss:  0.318
Epoch  21 Batch  383/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.850, Loss:  0.262
Epoch  21 Batch  384/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.850, Loss:  0.281
Epoch  21 Batch  385/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.851, Loss:  0.283
Epoch  21 Batch  386/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.852, Loss:  0.276
Epoch  21 Batch  387/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.278
Epoch  21 Batch  388/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.858, Loss:  0.284
Epoch  21 Batch  389/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.858, Loss:  0.264
Epoch  21 Batch  390/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.860, Loss:  0.314
Epoch  21 Batch  391/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.860, Loss:  0.289
Epoch  21 Batch  392/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.285
Epoch  21 Batch  393/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.852, Loss:  0.260
Epoch  21 Batch  394/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.852, Loss:  0.294
Epoch  21 Batch  395/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.837, Loss:  0.259
Epoch  21 Batch  396/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.838, Loss:  0.292
Epoch  21 Batch  397/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.846, Loss:  0.272
Epoch  21 Batch  398/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.842, Loss:  0.304
Epoch  21 Batch  399/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.842, Loss:  0.297
Epoch  21 Batch  400/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.320
Epoch  21 Batch  401/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.843, Loss:  0.281
Epoch  21 Batch  402/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.272
Epoch  21 Batch  403/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.842, Loss:  0.322
Epoch  21 Batch  404/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.834, Loss:  0.267
Epoch  21 Batch  405/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.832, Loss:  0.313
Epoch  21 Batch  406/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.826, Loss:  0.271
Epoch  21 Batch  407/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.826, Loss:  0.294
Epoch  21 Batch  408/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.834, Loss:  0.276
Epoch  21 Batch  409/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.830, Loss:  0.309
Epoch  21 Batch  410/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.840, Loss:  0.305
Epoch  21 Batch  411/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.846, Loss:  0.270
Epoch  21 Batch  412/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.846, Loss:  0.268
Epoch  21 Batch  413/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.847, Loss:  0.276
Epoch  21 Batch  414/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.849, Loss:  0.300
Epoch  21 Batch  415/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.844, Loss:  0.275
Epoch  21 Batch  416/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.839, Loss:  0.268
Epoch  21 Batch  417/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.321
Epoch  21 Batch  418/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.841, Loss:  0.273
Epoch  21 Batch  419/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.286
Epoch  21 Batch  420/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.841, Loss:  0.280
Epoch  21 Batch  421/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.295
Epoch  21 Batch  422/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.279
Epoch  21 Batch  423/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.300
Epoch  21 Batch  424/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.846, Loss:  0.274
Epoch  21 Batch  425/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.851, Loss:  0.267
Epoch  21 Batch  426/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.850, Loss:  0.290
Epoch  21 Batch  427/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.850, Loss:  0.270
Epoch  21 Batch  428/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.853, Loss:  0.280
Epoch  21 Batch  429/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.269
Epoch  21 Batch  430/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.857, Loss:  0.272
Epoch  21 Batch  431/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.274
Epoch  21 Batch  432/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.291
Epoch  21 Batch  433/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.849, Loss:  0.285
Epoch  21 Batch  434/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.849, Loss:  0.284
Epoch  21 Batch  435/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.300
Epoch  21 Batch  436/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.848, Loss:  0.265
Epoch  21 Batch  437/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.846, Loss:  0.276
Epoch  21 Batch  438/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.843, Loss:  0.284
Epoch  21 Batch  439/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.829, Loss:  0.301
Epoch  21 Batch  440/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.837, Loss:  0.292
Epoch  21 Batch  441/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.832, Loss:  0.278
Epoch  21 Batch  442/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.264
Epoch  21 Batch  443/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.832, Loss:  0.282
Epoch  21 Batch  444/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.833, Loss:  0.266
Epoch  21 Batch  445/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.831, Loss:  0.302
Epoch  21 Batch  446/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.827, Loss:  0.250
Epoch  21 Batch  447/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.826, Loss:  0.286
Epoch  21 Batch  448/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.822, Loss:  0.307
Epoch  21 Batch  449/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.827, Loss:  0.290
Epoch  21 Batch  450/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.827, Loss:  0.283
Epoch  21 Batch  451/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.827, Loss:  0.273
Epoch  21 Batch  452/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.294
Epoch  21 Batch  453/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.833, Loss:  0.276
Epoch  21 Batch  454/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.834, Loss:  0.308
Epoch  21 Batch  455/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.835, Loss:  0.262
Epoch  21 Batch  456/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.835, Loss:  0.277
Epoch  21 Batch  457/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.255
Epoch  21 Batch  458/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.839, Loss:  0.295
Epoch  21 Batch  459/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.839, Loss:  0.259
Epoch  21 Batch  460/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.840, Loss:  0.285
Epoch  21 Batch  461/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.841, Loss:  0.259
Epoch  21 Batch  462/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.841, Loss:  0.268
Epoch  21 Batch  463/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.841, Loss:  0.285
Epoch  21 Batch  464/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.850, Loss:  0.279
Epoch  21 Batch  465/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.854, Loss:  0.326
Epoch  21 Batch  466/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.853, Loss:  0.283
Epoch  21 Batch  467/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.853, Loss:  0.277
Epoch  21 Batch  468/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.854, Loss:  0.275
Epoch  21 Batch  469/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.853, Loss:  0.269
Epoch  21 Batch  470/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.852, Loss:  0.296
Epoch  21 Batch  471/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.849, Loss:  0.264
Epoch  21 Batch  472/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.847, Loss:  0.267
Epoch  21 Batch  473/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.849, Loss:  0.311
Epoch  21 Batch  474/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.849, Loss:  0.280
Epoch  21 Batch  475/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.264
Epoch  21 Batch  476/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.275
Epoch  21 Batch  477/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.852, Loss:  0.268
Epoch  21 Batch  478/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.845, Loss:  0.305
Epoch  21 Batch  479/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.312
Epoch  21 Batch  480/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.844, Loss:  0.289
Epoch  21 Batch  481/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.281
Epoch  21 Batch  482/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.303
Epoch  21 Batch  483/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.843, Loss:  0.290
Epoch  21 Batch  484/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.843, Loss:  0.281
Epoch  21 Batch  485/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.848, Loss:  0.286
Epoch  21 Batch  486/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.844, Loss:  0.285
Epoch  21 Batch  487/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.283
Epoch  21 Batch  488/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.849, Loss:  0.266
Epoch  21 Batch  489/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.852, Loss:  0.266
Epoch  21 Batch  490/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.853, Loss:  0.292
Epoch  21 Batch  491/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.291
Epoch  21 Batch  492/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.291
Epoch  21 Batch  493/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.849, Loss:  0.264
Epoch  21 Batch  494/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.843, Loss:  0.297
Epoch  21 Batch  495/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.260
Epoch  21 Batch  496/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.285
Epoch  21 Batch  497/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.845, Loss:  0.292
Epoch  21 Batch  498/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.276
Epoch  21 Batch  499/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.849, Loss:  0.257
Epoch  21 Batch  500/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.273
Epoch  21 Batch  501/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.848, Loss:  0.281
Epoch  21 Batch  502/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.852, Loss:  0.271
Epoch  21 Batch  503/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.852, Loss:  0.279
Epoch  21 Batch  504/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.848, Loss:  0.292
Epoch  21 Batch  505/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.848, Loss:  0.243
Epoch  21 Batch  506/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.846, Loss:  0.274
Epoch  21 Batch  507/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.846, Loss:  0.271
Epoch  21 Batch  508/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.842, Loss:  0.276
Epoch  21 Batch  509/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.843, Loss:  0.323
Epoch  21 Batch  510/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.843, Loss:  0.285
Epoch  21 Batch  511/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.288
Epoch  21 Batch  512/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.836, Loss:  0.268
Epoch  21 Batch  513/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.835, Loss:  0.301
Epoch  21 Batch  514/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.836, Loss:  0.286
Epoch  21 Batch  515/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.836, Loss:  0.291
Epoch  21 Batch  516/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.836, Loss:  0.234
Epoch  21 Batch  517/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.841, Loss:  0.284
Epoch  21 Batch  518/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.838, Loss:  0.256
Epoch  21 Batch  519/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.841, Loss:  0.308
Epoch  21 Batch  520/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.847, Loss:  0.260
Epoch  21 Batch  521/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.841, Loss:  0.286
Epoch  21 Batch  522/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.845, Loss:  0.308
Epoch  21 Batch  523/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.285
Epoch  21 Batch  524/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.851, Loss:  0.284
Epoch  21 Batch  525/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.852, Loss:  0.286
Epoch  21 Batch  526/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.850, Loss:  0.268
Epoch  21 Batch  527/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.851, Loss:  0.272
Epoch  21 Batch  528/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.845, Loss:  0.273
Epoch  21 Batch  529/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.841, Loss:  0.275
Epoch  21 Batch  530/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.841, Loss:  0.309
Epoch  21 Batch  531/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.837, Loss:  0.270
Epoch  21 Batch  532/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.837, Loss:  0.298
Epoch  21 Batch  533/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.836, Loss:  0.311
Epoch  21 Batch  534/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.837, Loss:  0.273
Epoch  21 Batch  535/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.833, Loss:  0.274
Epoch  21 Batch  536/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.837, Loss:  0.279
Epoch  21 Batch  537/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.837, Loss:  0.283
Epoch  21 Batch  538/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.843, Loss:  0.245
Epoch  21 Batch  539/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.849, Loss:  0.306
Epoch  21 Batch  540/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.846, Loss:  0.267
Epoch  21 Batch  541/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.840, Loss:  0.288
Epoch  21 Batch  542/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.835, Loss:  0.269
Epoch  21 Batch  543/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.844, Loss:  0.289
Epoch  21 Batch  544/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.844, Loss:  0.283
Epoch  21 Batch  545/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.307
Epoch  21 Batch  546/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.844, Loss:  0.296
Epoch  21 Batch  547/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.838, Loss:  0.273
Epoch  21 Batch  548/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.839, Loss:  0.286
Epoch  21 Batch  549/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.839, Loss:  0.305
Epoch  21 Batch  550/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.839, Loss:  0.281
Epoch  21 Batch  551/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.838, Loss:  0.285
Epoch  21 Batch  552/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.837, Loss:  0.292
Epoch  21 Batch  553/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.838, Loss:  0.303
Epoch  21 Batch  554/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.837, Loss:  0.284
Epoch  21 Batch  555/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.837, Loss:  0.270
Epoch  21 Batch  556/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.841, Loss:  0.261
Epoch  21 Batch  557/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.846, Loss:  0.271
Epoch  21 Batch  558/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.846, Loss:  0.262
Epoch  21 Batch  559/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.284
Epoch  21 Batch  560/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.840, Loss:  0.306
Epoch  21 Batch  561/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.841, Loss:  0.265
Epoch  21 Batch  562/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.832, Loss:  0.255
Epoch  21 Batch  563/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.839, Loss:  0.323
Epoch  21 Batch  564/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.844, Loss:  0.301
Epoch  21 Batch  565/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.843, Loss:  0.304
Epoch  21 Batch  566/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.331
Epoch  21 Batch  567/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.839, Loss:  0.293
Epoch  21 Batch  568/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.280
Epoch  21 Batch  569/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.314
Epoch  21 Batch  570/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.829, Loss:  0.301
Epoch  21 Batch  571/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.833, Loss:  0.266
Epoch  21 Batch  572/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.832, Loss:  0.257
Epoch  21 Batch  573/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.832, Loss:  0.304
Epoch  21 Batch  574/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.836, Loss:  0.285
Epoch  21 Batch  575/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.836, Loss:  0.278
Epoch  21 Batch  576/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.831, Loss:  0.278
Epoch  21 Batch  577/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.831, Loss:  0.309
Epoch  21 Batch  578/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.832, Loss:  0.309
Epoch  21 Batch  579/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.827, Loss:  0.277
Epoch  21 Batch  580/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.830, Loss:  0.258
Epoch  21 Batch  581/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.830, Loss:  0.271
Epoch  21 Batch  582/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.830, Loss:  0.283
Epoch  21 Batch  583/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.837, Loss:  0.299
Epoch  21 Batch  584/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.837, Loss:  0.271
Epoch  21 Batch  585/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.253
Epoch  21 Batch  586/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.832, Loss:  0.304
Epoch  21 Batch  587/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.831, Loss:  0.278
Epoch  21 Batch  588/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.831, Loss:  0.277
Epoch  21 Batch  589/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.836, Loss:  0.272
Epoch  21 Batch  590/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.835, Loss:  0.304
Epoch  21 Batch  591/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.260
Epoch  21 Batch  592/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.831, Loss:  0.296
Epoch  21 Batch  593/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.828, Loss:  0.282
Epoch  21 Batch  594/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.828, Loss:  0.269
Epoch  21 Batch  595/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.824, Loss:  0.302
Epoch  21 Batch  596/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.826, Loss:  0.296
Epoch  21 Batch  597/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.831, Loss:  0.283
Epoch  21 Batch  598/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.830, Loss:  0.286
Epoch  21 Batch  599/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.830, Loss:  0.332
Epoch  21 Batch  600/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.829, Loss:  0.291
Epoch  21 Batch  601/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.829, Loss:  0.270
Epoch  21 Batch  602/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.829, Loss:  0.299
Epoch  21 Batch  603/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.831, Loss:  0.280
Epoch  21 Batch  604/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.831, Loss:  0.301
Epoch  21 Batch  605/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.828, Loss:  0.323
Epoch  21 Batch  606/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.828, Loss:  0.254
Epoch  21 Batch  607/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.832, Loss:  0.269
Epoch  21 Batch  608/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.836, Loss:  0.294
Epoch  21 Batch  609/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.843, Loss:  0.302
Epoch  21 Batch  610/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.838, Loss:  0.307
Epoch  21 Batch  611/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.842, Loss:  0.287
Epoch  21 Batch  612/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.251
Epoch  21 Batch  613/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.298
Epoch  21 Batch  614/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.848, Loss:  0.262
Epoch  21 Batch  615/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.844, Loss:  0.280
Epoch  21 Batch  616/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.300
Epoch  21 Batch  617/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.846, Loss:  0.271
Epoch  21 Batch  618/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.853, Loss:  0.288
Epoch  21 Batch  619/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.862, Loss:  0.279
Epoch  21 Batch  620/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.858, Loss:  0.253
Epoch  21 Batch  621/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.849, Loss:  0.290
Epoch  21 Batch  622/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.324
Epoch  21 Batch  623/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.847, Loss:  0.305
Epoch  21 Batch  624/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.849, Loss:  0.269
Epoch  21 Batch  625/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.849, Loss:  0.279
Epoch  21 Batch  626/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.848, Loss:  0.255
Epoch  21 Batch  627/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.847, Loss:  0.285
Epoch  21 Batch  628/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.847, Loss:  0.291
Epoch  21 Batch  629/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.849, Loss:  0.310
Epoch  21 Batch  630/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.853, Loss:  0.292
Epoch  21 Batch  631/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.286
Epoch  21 Batch  632/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.853, Loss:  0.277
Epoch  21 Batch  633/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.298
Epoch  21 Batch  634/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.260
Epoch  21 Batch  635/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.310
Epoch  21 Batch  636/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.846, Loss:  0.284
Epoch  21 Batch  637/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.845, Loss:  0.293
Epoch  21 Batch  638/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.844, Loss:  0.288
Epoch  21 Batch  639/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.845, Loss:  0.291
Epoch  21 Batch  640/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.840, Loss:  0.262
Epoch  21 Batch  641/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.835, Loss:  0.283
Epoch  21 Batch  642/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.835, Loss:  0.277
Epoch  21 Batch  643/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.835, Loss:  0.261
Epoch  21 Batch  644/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.839, Loss:  0.285
Epoch  21 Batch  645/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.839, Loss:  0.274
Epoch  21 Batch  646/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.839, Loss:  0.281
Epoch  21 Batch  647/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.840, Loss:  0.284
Epoch  21 Batch  648/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.844, Loss:  0.289
Epoch  21 Batch  649/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.840, Loss:  0.312
Epoch  21 Batch  650/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.842, Loss:  0.294
Epoch  21 Batch  651/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.847, Loss:  0.289
Epoch  21 Batch  652/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.850, Loss:  0.318
Epoch  21 Batch  653/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.847, Loss:  0.282
Epoch  21 Batch  654/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.850, Loss:  0.276
Epoch  21 Batch  655/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.850, Loss:  0.290
Epoch  21 Batch  656/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.847, Loss:  0.299
Epoch  21 Batch  657/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.302
Epoch  21 Batch  658/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.843, Loss:  0.266
Epoch  21 Batch  659/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.843, Loss:  0.271
Epoch  21 Batch  660/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.855, Loss:  0.288
Epoch  21 Batch  661/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.846, Loss:  0.260
Epoch  21 Batch  662/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.849, Loss:  0.263
Epoch  21 Batch  663/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.849, Loss:  0.266
Epoch  21 Batch  664/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.287
Epoch  21 Batch  665/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.852, Loss:  0.293
Epoch  21 Batch  666/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.847, Loss:  0.288
Epoch  21 Batch  667/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.839, Loss:  0.299
Epoch  21 Batch  668/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.839, Loss:  0.268
Epoch  21 Batch  669/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.261
Epoch  21 Batch  670/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.272
Epoch  21 Batch  671/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.844, Loss:  0.291
Epoch  21 Batch  672/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.843, Loss:  0.279
Epoch  21 Batch  673/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.839, Loss:  0.253
Epoch  21 Batch  674/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.843, Loss:  0.280
Epoch  21 Batch  675/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.847, Loss:  0.296
Epoch  21 Batch  676/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.848, Loss:  0.292
Epoch  21 Batch  677/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.842, Loss:  0.295
Epoch  21 Batch  678/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.843, Loss:  0.266
Epoch  21 Batch  679/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.840, Loss:  0.316
Epoch  21 Batch  680/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.839, Loss:  0.256
Epoch  21 Batch  681/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.832, Loss:  0.295
Epoch  21 Batch  682/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.832, Loss:  0.281
Epoch  21 Batch  683/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.267
Epoch  21 Batch  684/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.265
Epoch  21 Batch  685/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.838, Loss:  0.320
Epoch  21 Batch  686/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.829, Loss:  0.271
Epoch  21 Batch  687/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.830, Loss:  0.305
Epoch  21 Batch  688/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.833, Loss:  0.274
Epoch  21 Batch  689/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.845, Loss:  0.253
Epoch  21 Batch  690/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.844, Loss:  0.275
Epoch  21 Batch  691/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.846, Loss:  0.304
Epoch  21 Batch  692/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.851, Loss:  0.262
Epoch  21 Batch  693/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.847, Loss:  0.331
Epoch  21 Batch  694/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.847, Loss:  0.276
Epoch  21 Batch  695/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.851, Loss:  0.270
Epoch  21 Batch  696/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.848, Loss:  0.329
Epoch  21 Batch  697/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.847, Loss:  0.263
Epoch  21 Batch  698/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.255
Epoch  21 Batch  699/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.848, Loss:  0.280
Epoch  21 Batch  700/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.852, Loss:  0.253
Epoch  21 Batch  701/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.848, Loss:  0.294
Epoch  21 Batch  702/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.290
Epoch  21 Batch  703/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.297
Epoch  21 Batch  704/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.855, Loss:  0.316
Epoch  21 Batch  705/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.855, Loss:  0.291
Epoch  21 Batch  706/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.854, Loss:  0.313
Epoch  21 Batch  707/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.851, Loss:  0.284
Epoch  21 Batch  708/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.848, Loss:  0.286
Epoch  21 Batch  709/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.844, Loss:  0.300
Epoch  21 Batch  710/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.268
Epoch  21 Batch  711/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.852, Loss:  0.329
Epoch  21 Batch  712/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.847, Loss:  0.275
Epoch  21 Batch  713/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.844, Loss:  0.264
Epoch  21 Batch  714/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.280
Epoch  21 Batch  715/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.833, Loss:  0.314
Epoch  21 Batch  716/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.832, Loss:  0.253
Epoch  21 Batch  717/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.827, Loss:  0.273
Epoch  21 Batch  718/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.280
Epoch  21 Batch  719/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.833, Loss:  0.254
Epoch  21 Batch  720/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.833, Loss:  0.309
Epoch  21 Batch  721/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.842, Loss:  0.291
Epoch  21 Batch  722/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.850, Loss:  0.271
Epoch  21 Batch  723/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.852, Loss:  0.288
Epoch  21 Batch  724/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.856, Loss:  0.303
Epoch  21 Batch  725/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.856, Loss:  0.262
Epoch  21 Batch  726/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.856, Loss:  0.273
Epoch  21 Batch  727/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.854, Loss:  0.263
Epoch  21 Batch  728/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.854, Loss:  0.289
Epoch  21 Batch  729/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.853, Loss:  0.304
Epoch  21 Batch  730/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.857, Loss:  0.257
Epoch  21 Batch  731/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.301
Epoch  21 Batch  732/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.852, Loss:  0.307
Epoch  21 Batch  733/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.852, Loss:  0.295
Epoch  21 Batch  734/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.837, Loss:  0.303
Epoch  21 Batch  735/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.839, Loss:  0.296
Epoch  21 Batch  736/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.847, Loss:  0.275
Epoch  21 Batch  737/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.300
Epoch  21 Batch  738/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.245
Epoch  21 Batch  739/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.848, Loss:  0.265
Epoch  21 Batch  740/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.849, Loss:  0.282
Epoch  21 Batch  741/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.855, Loss:  0.300
Epoch  21 Batch  742/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.853, Loss:  0.276
Epoch  21 Batch  743/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.852, Loss:  0.299
Epoch  21 Batch  744/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.857, Loss:  0.254
Epoch  21 Batch  745/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.858, Loss:  0.281
Epoch  21 Batch  746/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.862, Loss:  0.274
Epoch  21 Batch  747/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.860, Loss:  0.262
Epoch  21 Batch  748/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.859, Loss:  0.266
Epoch  21 Batch  749/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.858, Loss:  0.300
Epoch  21 Batch  750/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.295
Epoch  21 Batch  751/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.861, Loss:  0.282
Epoch  21 Batch  752/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.247
Epoch  21 Batch  753/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.857, Loss:  0.279
Epoch  21 Batch  754/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.851, Loss:  0.303
Epoch  21 Batch  755/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.265
Epoch  21 Batch  756/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.842, Loss:  0.253
Epoch  21 Batch  757/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.841, Loss:  0.305
Epoch  21 Batch  758/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.845, Loss:  0.249
Epoch  21 Batch  759/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.845, Loss:  0.252
Epoch  21 Batch  760/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.850, Loss:  0.292
Epoch  21 Batch  761/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.849, Loss:  0.289
Epoch  21 Batch  762/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.848, Loss:  0.269
Epoch  21 Batch  763/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.847, Loss:  0.265
Epoch  21 Batch  764/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.849, Loss:  0.285
Epoch  21 Batch  765/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.270
Epoch  21 Batch  766/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.847, Loss:  0.284
Epoch  21 Batch  767/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.846, Loss:  0.276
Epoch  21 Batch  768/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.850, Loss:  0.276
Epoch  21 Batch  769/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.854, Loss:  0.285
Epoch  21 Batch  770/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.850, Loss:  0.283
Epoch  21 Batch  771/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.850, Loss:  0.294
Epoch  21 Batch  772/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.848, Loss:  0.273
Epoch  21 Batch  773/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.846, Loss:  0.252
Epoch  21 Batch  774/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.848, Loss:  0.287
Epoch  21 Batch  775/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.846, Loss:  0.287
Epoch  21 Batch  776/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.846, Loss:  0.270
Epoch  21 Batch  777/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.846, Loss:  0.278
Epoch  21 Batch  778/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.848, Loss:  0.273
Epoch  21 Batch  779/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.853, Loss:  0.284
Epoch  21 Batch  780/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.853, Loss:  0.306
Epoch  21 Batch  781/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.849, Loss:  0.263
Epoch  21 Batch  782/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.850, Loss:  0.283
Epoch  21 Batch  783/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.850, Loss:  0.289
Epoch  21 Batch  784/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.850, Loss:  0.277
Epoch  21 Batch  785/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.853, Loss:  0.248
Epoch  21 Batch  786/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.262
Epoch  21 Batch  787/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.265
Epoch  21 Batch  788/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.251
Epoch  21 Batch  789/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.845, Loss:  0.280
Epoch  21 Batch  790/1077 - Train Accuracy:  0.797, Validation Accuracy:  0.847, Loss:  0.297
Epoch  21 Batch  791/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.840, Loss:  0.293
Epoch  21 Batch  792/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.838, Loss:  0.288
Epoch  21 Batch  793/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.860, Loss:  0.266
Epoch  21 Batch  794/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.854, Loss:  0.275
Epoch  21 Batch  795/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.842, Loss:  0.294
Epoch  21 Batch  796/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.294
Epoch  21 Batch  797/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.842, Loss:  0.274
Epoch  21 Batch  798/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.841, Loss:  0.275
Epoch  21 Batch  799/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.841, Loss:  0.305
Epoch  21 Batch  800/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.842, Loss:  0.281
Epoch  21 Batch  801/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.842, Loss:  0.293
Epoch  21 Batch  802/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.842, Loss:  0.275
Epoch  21 Batch  803/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.304
Epoch  21 Batch  804/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.849, Loss:  0.294
Epoch  21 Batch  805/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.278
Epoch  21 Batch  806/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.850, Loss:  0.273
Epoch  21 Batch  807/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.845, Loss:  0.254
Epoch  21 Batch  808/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.296
Epoch  21 Batch  809/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.846, Loss:  0.301
Epoch  21 Batch  810/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.846, Loss:  0.257
Epoch  21 Batch  811/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.269
Epoch  21 Batch  812/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.841, Loss:  0.286
Epoch  21 Batch  813/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.843, Loss:  0.282
Epoch  21 Batch  814/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.836, Loss:  0.302
Epoch  21 Batch  815/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.279
Epoch  21 Batch  816/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.843, Loss:  0.283
Epoch  21 Batch  817/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.844, Loss:  0.310
Epoch  21 Batch  818/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.283
Epoch  21 Batch  819/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.267
Epoch  21 Batch  820/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.849, Loss:  0.297
Epoch  21 Batch  821/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.274
Epoch  21 Batch  822/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.841, Loss:  0.276
Epoch  21 Batch  823/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.842, Loss:  0.275
Epoch  21 Batch  824/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.837, Loss:  0.266
Epoch  21 Batch  825/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.842, Loss:  0.268
Epoch  21 Batch  826/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.843, Loss:  0.270
Epoch  21 Batch  827/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.851, Loss:  0.295
Epoch  21 Batch  828/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.856, Loss:  0.279
Epoch  21 Batch  829/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.851, Loss:  0.311
Epoch  21 Batch  830/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.850, Loss:  0.275
Epoch  21 Batch  831/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.850, Loss:  0.273
Epoch  21 Batch  832/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.857, Loss:  0.263
Epoch  21 Batch  833/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.856, Loss:  0.281
Epoch  21 Batch  834/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.856, Loss:  0.282
Epoch  21 Batch  835/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.856, Loss:  0.299
Epoch  21 Batch  836/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.292
Epoch  21 Batch  837/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.307
Epoch  21 Batch  838/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.848, Loss:  0.271
Epoch  21 Batch  839/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.850, Loss:  0.277
Epoch  21 Batch  840/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.846, Loss:  0.255
Epoch  21 Batch  841/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.849, Loss:  0.296
Epoch  21 Batch  842/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.848, Loss:  0.278
Epoch  21 Batch  843/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.263
Epoch  21 Batch  844/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.854, Loss:  0.278
Epoch  21 Batch  845/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.283
Epoch  21 Batch  846/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.850, Loss:  0.285
Epoch  21 Batch  847/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.845, Loss:  0.291
Epoch  21 Batch  848/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.842, Loss:  0.278
Epoch  21 Batch  849/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.849, Loss:  0.253
Epoch  21 Batch  850/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.849, Loss:  0.299
Epoch  21 Batch  851/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.846, Loss:  0.281
Epoch  21 Batch  852/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.845, Loss:  0.296
Epoch  21 Batch  853/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.846, Loss:  0.249
Epoch  21 Batch  854/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.850, Loss:  0.300
Epoch  21 Batch  855/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.849, Loss:  0.292
Epoch  21 Batch  856/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.847, Loss:  0.312
Epoch  21 Batch  857/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.269
Epoch  21 Batch  858/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.281
Epoch  21 Batch  859/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.850, Loss:  0.301
Epoch  21 Batch  860/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.850, Loss:  0.290
Epoch  21 Batch  861/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.855, Loss:  0.275
Epoch  21 Batch  862/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.289
Epoch  21 Batch  863/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.852, Loss:  0.263
Epoch  21 Batch  864/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.835, Loss:  0.264
Epoch  21 Batch  865/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.834, Loss:  0.270
Epoch  21 Batch  866/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.280
Epoch  21 Batch  867/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.839, Loss:  0.334
Epoch  21 Batch  868/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.289
Epoch  21 Batch  869/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.843, Loss:  0.286
Epoch  21 Batch  870/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.846, Loss:  0.291
Epoch  21 Batch  871/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.282
Epoch  21 Batch  872/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.848, Loss:  0.271
Epoch  21 Batch  873/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.848, Loss:  0.278
Epoch  21 Batch  874/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.848, Loss:  0.299
Epoch  21 Batch  875/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.853, Loss:  0.269
Epoch  21 Batch  876/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.855, Loss:  0.294
Epoch  21 Batch  877/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.854, Loss:  0.257
Epoch  21 Batch  878/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.281
Epoch  21 Batch  879/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.845, Loss:  0.254
Epoch  21 Batch  880/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.272
Epoch  21 Batch  881/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.278
Epoch  21 Batch  882/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.302
Epoch  21 Batch  883/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.838, Loss:  0.331
Epoch  21 Batch  884/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.274
Epoch  21 Batch  885/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.833, Loss:  0.249
Epoch  21 Batch  886/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.833, Loss:  0.293
Epoch  21 Batch  887/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.833, Loss:  0.294
Epoch  21 Batch  888/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.831, Loss:  0.279
Epoch  21 Batch  889/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.836, Loss:  0.284
Epoch  21 Batch  890/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.832, Loss:  0.261
Epoch  21 Batch  891/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.836, Loss:  0.289
Epoch  21 Batch  892/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.833, Loss:  0.253
Epoch  21 Batch  893/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.290
Epoch  21 Batch  894/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.846, Loss:  0.260
Epoch  21 Batch  895/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.281
Epoch  21 Batch  896/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.847, Loss:  0.292
Epoch  21 Batch  897/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.846, Loss:  0.246
Epoch  21 Batch  898/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.261
Epoch  21 Batch  899/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.851, Loss:  0.282
Epoch  21 Batch  900/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.849, Loss:  0.291
Epoch  21 Batch  901/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.852, Loss:  0.305
Epoch  21 Batch  902/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.847, Loss:  0.296
Epoch  21 Batch  903/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.845, Loss:  0.269
Epoch  21 Batch  904/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.846, Loss:  0.274
Epoch  21 Batch  905/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.846, Loss:  0.261
Epoch  21 Batch  906/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.846, Loss:  0.272
Epoch  21 Batch  907/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.841, Loss:  0.275
Epoch  21 Batch  908/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.842, Loss:  0.280
Epoch  21 Batch  909/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.847, Loss:  0.268
Epoch  21 Batch  910/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.253
Epoch  21 Batch  911/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.842, Loss:  0.270
Epoch  21 Batch  912/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.847, Loss:  0.287
Epoch  21 Batch  913/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.845, Loss:  0.313
Epoch  21 Batch  914/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.847, Loss:  0.321
Epoch  21 Batch  915/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.843, Loss:  0.300
Epoch  21 Batch  916/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.848, Loss:  0.301
Epoch  21 Batch  917/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.844, Loss:  0.274
Epoch  21 Batch  918/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.841, Loss:  0.276
Epoch  21 Batch  919/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.846, Loss:  0.262
Epoch  21 Batch  920/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.846, Loss:  0.287
Epoch  21 Batch  921/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.844, Loss:  0.280
Epoch  21 Batch  922/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.844, Loss:  0.276
Epoch  21 Batch  923/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.844, Loss:  0.302
Epoch  21 Batch  924/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.844, Loss:  0.329
Epoch  21 Batch  925/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.844, Loss:  0.265
Epoch  21 Batch  926/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.840, Loss:  0.280
Epoch  21 Batch  927/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.841, Loss:  0.298
Epoch  21 Batch  928/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.839, Loss:  0.275
Epoch  21 Batch  929/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.301
Epoch  21 Batch  930/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.839, Loss:  0.283
Epoch  21 Batch  931/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.850, Loss:  0.277
Epoch  21 Batch  932/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.853, Loss:  0.274
Epoch  21 Batch  933/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.290
Epoch  21 Batch  934/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.282
Epoch  21 Batch  935/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.844, Loss:  0.280
Epoch  21 Batch  936/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.846, Loss:  0.280
Epoch  21 Batch  937/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.845, Loss:  0.293
Epoch  21 Batch  938/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.845, Loss:  0.288
Epoch  21 Batch  939/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.849, Loss:  0.305
Epoch  21 Batch  940/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.849, Loss:  0.274
Epoch  21 Batch  941/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.263
Epoch  21 Batch  942/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.851, Loss:  0.288
Epoch  21 Batch  943/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.850, Loss:  0.278
Epoch  21 Batch  944/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.850, Loss:  0.257
Epoch  21 Batch  945/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.851, Loss:  0.262
Epoch  21 Batch  946/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.847, Loss:  0.272
Epoch  21 Batch  947/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.848, Loss:  0.318
Epoch  21 Batch  948/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.844, Loss:  0.283
Epoch  21 Batch  949/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.849, Loss:  0.239
Epoch  21 Batch  950/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.842, Loss:  0.265
Epoch  21 Batch  951/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.842, Loss:  0.268
Epoch  21 Batch  952/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.833, Loss:  0.265
Epoch  21 Batch  953/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.833, Loss:  0.262
Epoch  21 Batch  954/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.298
Epoch  21 Batch  955/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.825, Loss:  0.292
Epoch  21 Batch  956/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.825, Loss:  0.272
Epoch  21 Batch  957/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.826, Loss:  0.274
Epoch  21 Batch  958/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.837, Loss:  0.269
Epoch  21 Batch  959/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.836, Loss:  0.281
Epoch  21 Batch  960/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.841, Loss:  0.259
Epoch  21 Batch  961/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.841, Loss:  0.286
Epoch  21 Batch  962/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.841, Loss:  0.273
Epoch  21 Batch  963/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.842, Loss:  0.326
Epoch  21 Batch  964/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.851, Loss:  0.258
Epoch  21 Batch  965/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.839, Loss:  0.309
Epoch  21 Batch  966/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.837, Loss:  0.229
Epoch  21 Batch  967/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.840, Loss:  0.261
Epoch  21 Batch  968/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.845, Loss:  0.301
Epoch  21 Batch  969/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.309
Epoch  21 Batch  970/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.844, Loss:  0.297
Epoch  21 Batch  971/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.847, Loss:  0.263
Epoch  21 Batch  972/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.274
Epoch  21 Batch  973/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.847, Loss:  0.252
Epoch  21 Batch  974/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.846, Loss:  0.265
Epoch  21 Batch  975/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.846, Loss:  0.255
Epoch  21 Batch  976/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.850, Loss:  0.256
Epoch  21 Batch  977/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.853, Loss:  0.258
Epoch  21 Batch  978/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.851, Loss:  0.274
Epoch  21 Batch  979/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.852, Loss:  0.283
Epoch  21 Batch  980/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.285
Epoch  21 Batch  981/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.844, Loss:  0.272
Epoch  21 Batch  982/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.843, Loss:  0.257
Epoch  21 Batch  983/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.853, Loss:  0.295
Epoch  21 Batch  984/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.855, Loss:  0.290
Epoch  21 Batch  985/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.855, Loss:  0.265
Epoch  21 Batch  986/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.855, Loss:  0.297
Epoch  21 Batch  987/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.272
Epoch  21 Batch  988/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.854, Loss:  0.288
Epoch  21 Batch  989/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.297
Epoch  21 Batch  990/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.854, Loss:  0.320
Epoch  21 Batch  991/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.848, Loss:  0.295
Epoch  21 Batch  992/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.848, Loss:  0.274
Epoch  21 Batch  993/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.239
Epoch  21 Batch  994/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.847, Loss:  0.281
Epoch  21 Batch  995/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.846, Loss:  0.257
Epoch  21 Batch  996/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.847, Loss:  0.269
Epoch  21 Batch  997/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.293
Epoch  21 Batch  998/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.830, Loss:  0.263
Epoch  21 Batch  999/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.832, Loss:  0.276
Epoch  21 Batch 1000/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.826, Loss:  0.265
Epoch  21 Batch 1001/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.831, Loss:  0.249
Epoch  21 Batch 1002/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.831, Loss:  0.260
Epoch  21 Batch 1003/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.827, Loss:  0.293
Epoch  21 Batch 1004/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.827, Loss:  0.300
Epoch  21 Batch 1005/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.832, Loss:  0.277
Epoch  21 Batch 1006/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.832, Loss:  0.268
Epoch  21 Batch 1007/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.827, Loss:  0.266
Epoch  21 Batch 1008/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.827, Loss:  0.311
Epoch  21 Batch 1009/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.833, Loss:  0.261
Epoch  21 Batch 1010/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.839, Loss:  0.279
Epoch  21 Batch 1011/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.838, Loss:  0.293
Epoch  21 Batch 1012/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.843, Loss:  0.259
Epoch  21 Batch 1013/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.845, Loss:  0.261
Epoch  21 Batch 1014/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.846, Loss:  0.283
Epoch  21 Batch 1015/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.847, Loss:  0.325
Epoch  21 Batch 1016/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.850, Loss:  0.287
Epoch  21 Batch 1017/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.844, Loss:  0.301
Epoch  21 Batch 1018/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.846, Loss:  0.271
Epoch  21 Batch 1019/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.850, Loss:  0.312
Epoch  21 Batch 1020/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.850, Loss:  0.269
Epoch  21 Batch 1021/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.848, Loss:  0.266
Epoch  21 Batch 1022/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.842, Loss:  0.255
Epoch  21 Batch 1023/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.852, Loss:  0.264
Epoch  21 Batch 1024/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.852, Loss:  0.300
Epoch  21 Batch 1025/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.852, Loss:  0.286
Epoch  21 Batch 1026/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.851, Loss:  0.278
Epoch  21 Batch 1027/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.299
Epoch  21 Batch 1028/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.847, Loss:  0.264
Epoch  21 Batch 1029/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.839, Loss:  0.269
Epoch  21 Batch 1030/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.838, Loss:  0.294
Epoch  21 Batch 1031/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.303
Epoch  21 Batch 1032/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.843, Loss:  0.304
Epoch  21 Batch 1033/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.843, Loss:  0.266
Epoch  21 Batch 1034/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.845, Loss:  0.283
Epoch  21 Batch 1035/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.841, Loss:  0.255
Epoch  21 Batch 1036/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.304
Epoch  21 Batch 1037/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.296
Epoch  21 Batch 1038/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.843, Loss:  0.281
Epoch  21 Batch 1039/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.843, Loss:  0.270
Epoch  21 Batch 1040/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.296
Epoch  21 Batch 1041/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.852, Loss:  0.296
Epoch  21 Batch 1042/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.290
Epoch  21 Batch 1043/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.849, Loss:  0.286
Epoch  21 Batch 1044/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.846, Loss:  0.282
Epoch  21 Batch 1045/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.277
Epoch  21 Batch 1046/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.848, Loss:  0.236
Epoch  21 Batch 1047/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.846, Loss:  0.276
Epoch  21 Batch 1048/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.852, Loss:  0.276
Epoch  21 Batch 1049/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.852, Loss:  0.303
Epoch  21 Batch 1050/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.857, Loss:  0.283
Epoch  21 Batch 1051/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.850, Loss:  0.286
Epoch  21 Batch 1052/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.848, Loss:  0.245
Epoch  21 Batch 1053/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.861, Loss:  0.265
Epoch  21 Batch 1054/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.277
Epoch  21 Batch 1055/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.274
Epoch  21 Batch 1056/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.861, Loss:  0.274
Epoch  21 Batch 1057/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.858, Loss:  0.305
Epoch  21 Batch 1058/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.855, Loss:  0.316
Epoch  21 Batch 1059/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.856, Loss:  0.314
Epoch  21 Batch 1060/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.856, Loss:  0.252
Epoch  21 Batch 1061/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.850, Loss:  0.305
Epoch  21 Batch 1062/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.276
Epoch  21 Batch 1063/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.281
Epoch  21 Batch 1064/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.846, Loss:  0.280
Epoch  21 Batch 1065/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.841, Loss:  0.276
Epoch  21 Batch 1066/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.842, Loss:  0.256
Epoch  21 Batch 1067/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.280
Epoch  21 Batch 1068/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.845, Loss:  0.272
Epoch  21 Batch 1069/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.846, Loss:  0.247
Epoch  21 Batch 1070/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.272
Epoch  21 Batch 1071/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.269
Epoch  21 Batch 1072/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.848, Loss:  0.280
Epoch  21 Batch 1073/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.850, Loss:  0.303
Epoch  21 Batch 1074/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.854, Loss:  0.288
Epoch  21 Batch 1075/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.308
Epoch  22 Batch    0/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.850, Loss:  0.255
Epoch  22 Batch    1/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.843, Loss:  0.267
Epoch  22 Batch    2/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.851, Loss:  0.280
Epoch  22 Batch    3/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.851, Loss:  0.261
Epoch  22 Batch    4/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.848, Loss:  0.272
Epoch  22 Batch    5/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.846, Loss:  0.320
Epoch  22 Batch    6/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.289
Epoch  22 Batch    7/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.254
Epoch  22 Batch    8/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.844, Loss:  0.261
Epoch  22 Batch    9/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.844, Loss:  0.283
Epoch  22 Batch   10/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.841, Loss:  0.297
Epoch  22 Batch   11/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.831, Loss:  0.284
Epoch  22 Batch   12/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.831, Loss:  0.283
Epoch  22 Batch   13/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.835, Loss:  0.280
Epoch  22 Batch   14/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.839, Loss:  0.241
Epoch  22 Batch   15/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.839, Loss:  0.254
Epoch  22 Batch   16/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.839, Loss:  0.263
Epoch  22 Batch   17/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.839, Loss:  0.273
Epoch  22 Batch   18/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.283
Epoch  22 Batch   19/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.844, Loss:  0.279
Epoch  22 Batch   20/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.253
Epoch  22 Batch   21/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.844, Loss:  0.288
Epoch  22 Batch   22/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.843, Loss:  0.298
Epoch  22 Batch   23/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.843, Loss:  0.278
Epoch  22 Batch   24/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.839, Loss:  0.261
Epoch  22 Batch   25/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.836, Loss:  0.263
Epoch  22 Batch   26/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.836, Loss:  0.298
Epoch  22 Batch   27/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.840, Loss:  0.249
Epoch  22 Batch   28/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.836, Loss:  0.282
Epoch  22 Batch   29/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.836, Loss:  0.288
Epoch  22 Batch   30/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.828, Loss:  0.292
Epoch  22 Batch   31/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.831, Loss:  0.272
Epoch  22 Batch   32/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.831, Loss:  0.260
Epoch  22 Batch   33/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.832, Loss:  0.236
Epoch  22 Batch   34/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.832, Loss:  0.289
Epoch  22 Batch   35/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.832, Loss:  0.274
Epoch  22 Batch   36/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.833, Loss:  0.268
Epoch  22 Batch   37/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.832, Loss:  0.279
Epoch  22 Batch   38/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.828, Loss:  0.296
Epoch  22 Batch   39/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.828, Loss:  0.335
Epoch  22 Batch   40/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.828, Loss:  0.282
Epoch  22 Batch   41/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.828, Loss:  0.271
Epoch  22 Batch   42/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.826, Loss:  0.290
Epoch  22 Batch   43/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.825, Loss:  0.267
Epoch  22 Batch   44/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.819, Loss:  0.269
Epoch  22 Batch   45/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.828, Loss:  0.286
Epoch  22 Batch   46/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.836, Loss:  0.295
Epoch  22 Batch   47/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.833, Loss:  0.285
Epoch  22 Batch   48/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.829, Loss:  0.319
Epoch  22 Batch   49/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.830, Loss:  0.279
Epoch  22 Batch   50/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.833, Loss:  0.285
Epoch  22 Batch   51/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.840, Loss:  0.269
Epoch  22 Batch   52/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.291
Epoch  22 Batch   53/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.842, Loss:  0.277
Epoch  22 Batch   54/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.838, Loss:  0.325
Epoch  22 Batch   55/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.833, Loss:  0.262
Epoch  22 Batch   56/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.838, Loss:  0.240
Epoch  22 Batch   57/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.847, Loss:  0.253
Epoch  22 Batch   58/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.844, Loss:  0.270
Epoch  22 Batch   59/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.284
Epoch  22 Batch   60/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.844, Loss:  0.272
Epoch  22 Batch   61/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.844, Loss:  0.295
Epoch  22 Batch   62/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.845, Loss:  0.289
Epoch  22 Batch   63/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.845, Loss:  0.269
Epoch  22 Batch   64/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.844, Loss:  0.260
Epoch  22 Batch   65/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.276
Epoch  22 Batch   66/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.841, Loss:  0.242
Epoch  22 Batch   67/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.265
Epoch  22 Batch   68/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.296
Epoch  22 Batch   69/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.843, Loss:  0.296
Epoch  22 Batch   70/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.844, Loss:  0.276
Epoch  22 Batch   71/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.839, Loss:  0.247
Epoch  22 Batch   72/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.844, Loss:  0.271
Epoch  22 Batch   73/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.845, Loss:  0.300
Epoch  22 Batch   74/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.841, Loss:  0.241
Epoch  22 Batch   75/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.837, Loss:  0.316
Epoch  22 Batch   76/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.837, Loss:  0.258
Epoch  22 Batch   77/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.842, Loss:  0.290
Epoch  22 Batch   78/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.841, Loss:  0.281
Epoch  22 Batch   79/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.841, Loss:  0.260
Epoch  22 Batch   80/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.842, Loss:  0.256
Epoch  22 Batch   81/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.275
Epoch  22 Batch   82/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.845, Loss:  0.238
Epoch  22 Batch   83/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.850, Loss:  0.296
Epoch  22 Batch   84/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.851, Loss:  0.293
Epoch  22 Batch   85/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.251
Epoch  22 Batch   86/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.855, Loss:  0.294
Epoch  22 Batch   87/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.852, Loss:  0.318
Epoch  22 Batch   88/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.856, Loss:  0.300
Epoch  22 Batch   89/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.855, Loss:  0.300
Epoch  22 Batch   90/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.286
Epoch  22 Batch   91/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.852, Loss:  0.245
Epoch  22 Batch   92/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.844, Loss:  0.283
Epoch  22 Batch   93/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.843, Loss:  0.278
Epoch  22 Batch   94/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.845, Loss:  0.268
Epoch  22 Batch   95/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.844, Loss:  0.305
Epoch  22 Batch   96/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.268
Epoch  22 Batch   97/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.845, Loss:  0.282
Epoch  22 Batch   98/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.843, Loss:  0.275
Epoch  22 Batch   99/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.289
Epoch  22 Batch  100/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.849, Loss:  0.281
Epoch  22 Batch  101/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.850, Loss:  0.280
Epoch  22 Batch  102/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.266
Epoch  22 Batch  103/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.853, Loss:  0.317
Epoch  22 Batch  104/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.854, Loss:  0.285
Epoch  22 Batch  105/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.851, Loss:  0.275
Epoch  22 Batch  106/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.342
Epoch  22 Batch  107/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.850, Loss:  0.297
Epoch  22 Batch  108/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.854, Loss:  0.226
Epoch  22 Batch  109/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.851, Loss:  0.281
Epoch  22 Batch  110/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.852, Loss:  0.246
Epoch  22 Batch  111/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.279
Epoch  22 Batch  112/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.857, Loss:  0.264
Epoch  22 Batch  113/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.300
Epoch  22 Batch  114/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.851, Loss:  0.272
Epoch  22 Batch  115/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.303
Epoch  22 Batch  116/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.845, Loss:  0.292
Epoch  22 Batch  117/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.848, Loss:  0.298
Epoch  22 Batch  118/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.844, Loss:  0.291
Epoch  22 Batch  119/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.847, Loss:  0.271
Epoch  22 Batch  120/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.294
Epoch  22 Batch  121/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.271
Epoch  22 Batch  122/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.846, Loss:  0.275
Epoch  22 Batch  123/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.843, Loss:  0.250
Epoch  22 Batch  124/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.843, Loss:  0.272
Epoch  22 Batch  125/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.284
Epoch  22 Batch  126/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.838, Loss:  0.238
Epoch  22 Batch  127/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.840, Loss:  0.281
Epoch  22 Batch  128/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.843, Loss:  0.262
Epoch  22 Batch  129/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.843, Loss:  0.275
Epoch  22 Batch  130/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.844, Loss:  0.273
Epoch  22 Batch  131/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.847, Loss:  0.257
Epoch  22 Batch  132/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.848, Loss:  0.288
Epoch  22 Batch  133/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.847, Loss:  0.272
Epoch  22 Batch  134/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.847, Loss:  0.262
Epoch  22 Batch  135/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.847, Loss:  0.285
Epoch  22 Batch  136/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.266
Epoch  22 Batch  137/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.238
Epoch  22 Batch  138/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.859, Loss:  0.268
Epoch  22 Batch  139/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.294
Epoch  22 Batch  140/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.286
Epoch  22 Batch  141/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.851, Loss:  0.296
Epoch  22 Batch  142/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.847, Loss:  0.267
Epoch  22 Batch  143/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.845, Loss:  0.299
Epoch  22 Batch  144/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.852, Loss:  0.307
Epoch  22 Batch  145/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.298
Epoch  22 Batch  146/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.847, Loss:  0.303
Epoch  22 Batch  147/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.849, Loss:  0.307
Epoch  22 Batch  148/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.302
Epoch  22 Batch  149/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.852, Loss:  0.286
Epoch  22 Batch  150/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.859, Loss:  0.267
Epoch  22 Batch  151/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.859, Loss:  0.239
Epoch  22 Batch  152/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.860, Loss:  0.301
Epoch  22 Batch  153/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.852, Loss:  0.283
Epoch  22 Batch  154/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.848, Loss:  0.287
Epoch  22 Batch  155/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.270
Epoch  22 Batch  156/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.851, Loss:  0.275
Epoch  22 Batch  157/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.845, Loss:  0.304
Epoch  22 Batch  158/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.291
Epoch  22 Batch  159/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.839, Loss:  0.243
Epoch  22 Batch  160/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.842, Loss:  0.267
Epoch  22 Batch  161/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.286
Epoch  22 Batch  162/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.849, Loss:  0.308
Epoch  22 Batch  163/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.844, Loss:  0.311
Epoch  22 Batch  164/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.845, Loss:  0.292
Epoch  22 Batch  165/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.843, Loss:  0.252
Epoch  22 Batch  166/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.849, Loss:  0.300
Epoch  22 Batch  167/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.849, Loss:  0.280
Epoch  22 Batch  168/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.854, Loss:  0.319
Epoch  22 Batch  169/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.304
Epoch  22 Batch  170/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.851, Loss:  0.310
Epoch  22 Batch  171/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.856, Loss:  0.259
Epoch  22 Batch  172/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.853, Loss:  0.261
Epoch  22 Batch  173/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.852, Loss:  0.298
Epoch  22 Batch  174/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.853, Loss:  0.278
Epoch  22 Batch  175/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.853, Loss:  0.266
Epoch  22 Batch  176/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.262
Epoch  22 Batch  177/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.848, Loss:  0.294
Epoch  22 Batch  178/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.262
Epoch  22 Batch  179/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.855, Loss:  0.280
Epoch  22 Batch  180/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.266
Epoch  22 Batch  181/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.846, Loss:  0.297
Epoch  22 Batch  182/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.299
Epoch  22 Batch  183/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.852, Loss:  0.298
Epoch  22 Batch  184/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.267
Epoch  22 Batch  185/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.835, Loss:  0.290
Epoch  22 Batch  186/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.836, Loss:  0.283
Epoch  22 Batch  187/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.837, Loss:  0.256
Epoch  22 Batch  188/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.837, Loss:  0.275
Epoch  22 Batch  189/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.837, Loss:  0.263
Epoch  22 Batch  190/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.834, Loss:  0.260
Epoch  22 Batch  191/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.834, Loss:  0.262
Epoch  22 Batch  192/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.839, Loss:  0.295
Epoch  22 Batch  193/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.839, Loss:  0.266
Epoch  22 Batch  194/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.839, Loss:  0.237
Epoch  22 Batch  195/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.838, Loss:  0.268
Epoch  22 Batch  196/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.843, Loss:  0.274
Epoch  22 Batch  197/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.263
Epoch  22 Batch  198/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.848, Loss:  0.264
Epoch  22 Batch  199/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.852, Loss:  0.251
Epoch  22 Batch  200/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.855, Loss:  0.287
Epoch  22 Batch  201/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.248
Epoch  22 Batch  202/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.845, Loss:  0.297
Epoch  22 Batch  203/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.845, Loss:  0.276
Epoch  22 Batch  204/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.842, Loss:  0.314
Epoch  22 Batch  205/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.846, Loss:  0.285
Epoch  22 Batch  206/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.850, Loss:  0.252
Epoch  22 Batch  207/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.855, Loss:  0.268
Epoch  22 Batch  208/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.854, Loss:  0.294
Epoch  22 Batch  209/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.855, Loss:  0.248
Epoch  22 Batch  210/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.270
Epoch  22 Batch  211/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.855, Loss:  0.265
Epoch  22 Batch  212/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.845, Loss:  0.253
Epoch  22 Batch  213/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.850, Loss:  0.256
Epoch  22 Batch  214/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.850, Loss:  0.259
Epoch  22 Batch  215/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.848, Loss:  0.299
Epoch  22 Batch  216/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.854, Loss:  0.286
Epoch  22 Batch  217/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.260
Epoch  22 Batch  218/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.850, Loss:  0.298
Epoch  22 Batch  219/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.849, Loss:  0.278
Epoch  22 Batch  220/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.849, Loss:  0.266
Epoch  22 Batch  221/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.844, Loss:  0.279
Epoch  22 Batch  222/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.848, Loss:  0.294
Epoch  22 Batch  223/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.848, Loss:  0.252
Epoch  22 Batch  224/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.289
Epoch  22 Batch  225/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.844, Loss:  0.271
Epoch  22 Batch  226/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.845, Loss:  0.272
Epoch  22 Batch  227/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.844, Loss:  0.316
Epoch  22 Batch  228/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.260
Epoch  22 Batch  229/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.844, Loss:  0.277
Epoch  22 Batch  230/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.839, Loss:  0.238
Epoch  22 Batch  231/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.840, Loss:  0.306
Epoch  22 Batch  232/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.845, Loss:  0.287
Epoch  22 Batch  233/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.327
Epoch  22 Batch  234/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.855, Loss:  0.285
Epoch  22 Batch  235/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.850, Loss:  0.248
Epoch  22 Batch  236/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.844, Loss:  0.286
Epoch  22 Batch  237/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.855, Loss:  0.238
Epoch  22 Batch  238/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.266
Epoch  22 Batch  239/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.853, Loss:  0.236
Epoch  22 Batch  240/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.855, Loss:  0.256
Epoch  22 Batch  241/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.860, Loss:  0.250
Epoch  22 Batch  242/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.862, Loss:  0.249
Epoch  22 Batch  243/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.859, Loss:  0.291
Epoch  22 Batch  244/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.294
Epoch  22 Batch  245/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.856, Loss:  0.250
Epoch  22 Batch  246/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.852, Loss:  0.273
Epoch  22 Batch  247/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.852, Loss:  0.245
Epoch  22 Batch  248/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.846, Loss:  0.277
Epoch  22 Batch  249/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.844, Loss:  0.286
Epoch  22 Batch  250/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.849, Loss:  0.258
Epoch  22 Batch  251/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.849, Loss:  0.273
Epoch  22 Batch  252/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.849, Loss:  0.285
Epoch  22 Batch  253/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.283
Epoch  22 Batch  254/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.855, Loss:  0.288
Epoch  22 Batch  255/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.863, Loss:  0.284
Epoch  22 Batch  256/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.858, Loss:  0.307
Epoch  22 Batch  257/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.853, Loss:  0.269
Epoch  22 Batch  258/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.858, Loss:  0.289
Epoch  22 Batch  259/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.852, Loss:  0.258
Epoch  22 Batch  260/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.844, Loss:  0.264
Epoch  22 Batch  261/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.842, Loss:  0.273
Epoch  22 Batch  262/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.856, Loss:  0.261
Epoch  22 Batch  263/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.853, Loss:  0.268
Epoch  22 Batch  264/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.285
Epoch  22 Batch  265/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.267
Epoch  22 Batch  266/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.843, Loss:  0.287
Epoch  22 Batch  267/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.843, Loss:  0.261
Epoch  22 Batch  268/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.844, Loss:  0.290
Epoch  22 Batch  269/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.319
Epoch  22 Batch  270/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.842, Loss:  0.302
Epoch  22 Batch  271/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.260
Epoch  22 Batch  272/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.845, Loss:  0.331
Epoch  22 Batch  273/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.848, Loss:  0.264
Epoch  22 Batch  274/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.267
Epoch  22 Batch  275/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.848, Loss:  0.285
Epoch  22 Batch  276/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.317
Epoch  22 Batch  277/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.843, Loss:  0.250
Epoch  22 Batch  278/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.844, Loss:  0.303
Epoch  22 Batch  279/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.844, Loss:  0.309
Epoch  22 Batch  280/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.842, Loss:  0.301
Epoch  22 Batch  281/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.835, Loss:  0.295
Epoch  22 Batch  282/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.839, Loss:  0.305
Epoch  22 Batch  283/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.834, Loss:  0.279
Epoch  22 Batch  284/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.276
Epoch  22 Batch  285/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.283
Epoch  22 Batch  286/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.281
Epoch  22 Batch  287/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.856, Loss:  0.269
Epoch  22 Batch  288/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.853, Loss:  0.299
Epoch  22 Batch  289/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.840, Loss:  0.273
Epoch  22 Batch  290/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.841, Loss:  0.303
Epoch  22 Batch  291/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.841, Loss:  0.286
Epoch  22 Batch  292/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.839, Loss:  0.256
Epoch  22 Batch  293/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.839, Loss:  0.294
Epoch  22 Batch  294/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.843, Loss:  0.267
Epoch  22 Batch  295/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.311
Epoch  22 Batch  296/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.849, Loss:  0.264
Epoch  22 Batch  297/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.849, Loss:  0.299
Epoch  22 Batch  298/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.849, Loss:  0.278
Epoch  22 Batch  299/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.264
Epoch  22 Batch  300/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.847, Loss:  0.283
Epoch  22 Batch  301/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.845, Loss:  0.265
Epoch  22 Batch  302/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.846, Loss:  0.271
Epoch  22 Batch  303/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.842, Loss:  0.309
Epoch  22 Batch  304/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.844, Loss:  0.261
Epoch  22 Batch  305/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.851, Loss:  0.269
Epoch  22 Batch  306/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.851, Loss:  0.261
Epoch  22 Batch  307/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.847, Loss:  0.264
Epoch  22 Batch  308/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.844, Loss:  0.315
Epoch  22 Batch  309/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.840, Loss:  0.251
Epoch  22 Batch  310/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.840, Loss:  0.263
Epoch  22 Batch  311/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.260
Epoch  22 Batch  312/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.849, Loss:  0.301
Epoch  22 Batch  313/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.848, Loss:  0.268
Epoch  22 Batch  314/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.844, Loss:  0.272
Epoch  22 Batch  315/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.846, Loss:  0.256
Epoch  22 Batch  316/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.845, Loss:  0.266
Epoch  22 Batch  317/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.845, Loss:  0.299
Epoch  22 Batch  318/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.846, Loss:  0.276
Epoch  22 Batch  319/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.849, Loss:  0.283
Epoch  22 Batch  320/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.842, Loss:  0.284
Epoch  22 Batch  321/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.842, Loss:  0.268
Epoch  22 Batch  322/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.844, Loss:  0.241
Epoch  22 Batch  323/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.274
Epoch  22 Batch  324/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.844, Loss:  0.270
Epoch  22 Batch  325/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.843, Loss:  0.270
Epoch  22 Batch  326/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.842, Loss:  0.276
Epoch  22 Batch  327/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.287
Epoch  22 Batch  328/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.844, Loss:  0.282
Epoch  22 Batch  329/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.845, Loss:  0.287
Epoch  22 Batch  330/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.844, Loss:  0.288
Epoch  22 Batch  331/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.844, Loss:  0.291
Epoch  22 Batch  332/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.844, Loss:  0.238
Epoch  22 Batch  333/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.843, Loss:  0.285
Epoch  22 Batch  334/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.843, Loss:  0.256
Epoch  22 Batch  335/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.844, Loss:  0.271
Epoch  22 Batch  336/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.841, Loss:  0.303
Epoch  22 Batch  337/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.839, Loss:  0.293
Epoch  22 Batch  338/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.844, Loss:  0.317
Epoch  22 Batch  339/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.842, Loss:  0.256
Epoch  22 Batch  340/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.844, Loss:  0.274
Epoch  22 Batch  341/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.836, Loss:  0.314
Epoch  22 Batch  342/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.844, Loss:  0.266
Epoch  22 Batch  343/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.843, Loss:  0.264
Epoch  22 Batch  344/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.843, Loss:  0.285
Epoch  22 Batch  345/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.273
Epoch  22 Batch  346/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.845, Loss:  0.272
Epoch  22 Batch  347/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.846, Loss:  0.254
Epoch  22 Batch  348/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.851, Loss:  0.255
Epoch  22 Batch  349/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.847, Loss:  0.266
Epoch  22 Batch  350/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.847, Loss:  0.285
Epoch  22 Batch  351/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.849, Loss:  0.302
Epoch  22 Batch  352/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.837, Loss:  0.271
Epoch  22 Batch  353/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.841, Loss:  0.316
Epoch  22 Batch  354/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.316
Epoch  22 Batch  355/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.287
Epoch  22 Batch  356/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.838, Loss:  0.265
Epoch  22 Batch  357/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.843, Loss:  0.286
Epoch  22 Batch  358/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.843, Loss:  0.271
Epoch  22 Batch  359/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.290
Epoch  22 Batch  360/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.850, Loss:  0.285
Epoch  22 Batch  361/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.850, Loss:  0.283
Epoch  22 Batch  362/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.849, Loss:  0.280
Epoch  22 Batch  363/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.848, Loss:  0.284
Epoch  22 Batch  364/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.854, Loss:  0.300
Epoch  22 Batch  365/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.859, Loss:  0.257
Epoch  22 Batch  366/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.854, Loss:  0.274
Epoch  22 Batch  367/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.224
Epoch  22 Batch  368/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.271
Epoch  22 Batch  369/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.855, Loss:  0.252
Epoch  22 Batch  370/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.854, Loss:  0.283
Epoch  22 Batch  371/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.270
Epoch  22 Batch  372/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.859, Loss:  0.263
Epoch  22 Batch  373/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.861, Loss:  0.248
Epoch  22 Batch  374/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.859, Loss:  0.285
Epoch  22 Batch  375/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.859, Loss:  0.268
Epoch  22 Batch  376/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.851, Loss:  0.289
Epoch  22 Batch  377/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.856, Loss:  0.279
Epoch  22 Batch  378/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.852, Loss:  0.265
Epoch  22 Batch  379/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.851, Loss:  0.296
Epoch  22 Batch  380/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.851, Loss:  0.263
Epoch  22 Batch  381/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.851, Loss:  0.298
Epoch  22 Batch  382/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.859, Loss:  0.297
Epoch  22 Batch  383/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.855, Loss:  0.279
Epoch  22 Batch  384/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.276
Epoch  22 Batch  385/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.850, Loss:  0.281
Epoch  22 Batch  386/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.266
Epoch  22 Batch  387/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.853, Loss:  0.271
Epoch  22 Batch  388/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.274
Epoch  22 Batch  389/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.269
Epoch  22 Batch  390/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.850, Loss:  0.304
Epoch  22 Batch  391/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.281
Epoch  22 Batch  392/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.854, Loss:  0.293
Epoch  22 Batch  393/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.248
Epoch  22 Batch  394/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.292
Epoch  22 Batch  395/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.851, Loss:  0.258
Epoch  22 Batch  396/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.296
Epoch  22 Batch  397/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.266
Epoch  22 Batch  398/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.847, Loss:  0.307
Epoch  22 Batch  399/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.854, Loss:  0.282
Epoch  22 Batch  400/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.279
Epoch  22 Batch  401/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.850, Loss:  0.265
Epoch  22 Batch  402/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.851, Loss:  0.252
Epoch  22 Batch  403/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.853, Loss:  0.302
Epoch  22 Batch  404/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.255
Epoch  22 Batch  405/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.854, Loss:  0.294
Epoch  22 Batch  406/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.857, Loss:  0.280
Epoch  22 Batch  407/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.312
Epoch  22 Batch  408/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.287
Epoch  22 Batch  409/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.849, Loss:  0.281
Epoch  22 Batch  410/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.854, Loss:  0.302
Epoch  22 Batch  411/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.854, Loss:  0.260
Epoch  22 Batch  412/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.854, Loss:  0.255
Epoch  22 Batch  413/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.854, Loss:  0.255
Epoch  22 Batch  414/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.851, Loss:  0.295
Epoch  22 Batch  415/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.851, Loss:  0.274
Epoch  22 Batch  416/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.853, Loss:  0.274
Epoch  22 Batch  417/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.855, Loss:  0.313
Epoch  22 Batch  418/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.857, Loss:  0.266
Epoch  22 Batch  419/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.284
Epoch  22 Batch  420/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.856, Loss:  0.265
Epoch  22 Batch  421/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.861, Loss:  0.312
Epoch  22 Batch  422/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.861, Loss:  0.278
Epoch  22 Batch  423/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.299
Epoch  22 Batch  424/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.846, Loss:  0.297
Epoch  22 Batch  425/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.234
Epoch  22 Batch  426/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.842, Loss:  0.293
Epoch  22 Batch  427/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.840, Loss:  0.272
Epoch  22 Batch  428/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.842, Loss:  0.264
Epoch  22 Batch  429/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.844, Loss:  0.266
Epoch  22 Batch  430/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.269
Epoch  22 Batch  431/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.843, Loss:  0.259
Epoch  22 Batch  432/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.288
Epoch  22 Batch  433/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.839, Loss:  0.283
Epoch  22 Batch  434/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.841, Loss:  0.271
Epoch  22 Batch  435/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.839, Loss:  0.288
Epoch  22 Batch  436/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.843, Loss:  0.262
Epoch  22 Batch  437/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.836, Loss:  0.274
Epoch  22 Batch  438/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.836, Loss:  0.284
Epoch  22 Batch  439/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.835, Loss:  0.292
Epoch  22 Batch  440/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.831, Loss:  0.293
Epoch  22 Batch  441/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.835, Loss:  0.283
Epoch  22 Batch  442/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.831, Loss:  0.266
Epoch  22 Batch  443/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.836, Loss:  0.271
Epoch  22 Batch  444/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.833, Loss:  0.261
Epoch  22 Batch  445/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.833, Loss:  0.285
Epoch  22 Batch  446/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.833, Loss:  0.244
Epoch  22 Batch  447/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.837, Loss:  0.281
Epoch  22 Batch  448/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.835, Loss:  0.304
Epoch  22 Batch  449/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.839, Loss:  0.293
Epoch  22 Batch  450/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.844, Loss:  0.264
Epoch  22 Batch  451/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.838, Loss:  0.250
Epoch  22 Batch  452/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.835, Loss:  0.276
Epoch  22 Batch  453/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.835, Loss:  0.264
Epoch  22 Batch  454/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.842, Loss:  0.292
Epoch  22 Batch  455/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.839, Loss:  0.265
Epoch  22 Batch  456/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.840, Loss:  0.273
Epoch  22 Batch  457/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.836, Loss:  0.258
Epoch  22 Batch  458/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.835, Loss:  0.289
Epoch  22 Batch  459/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.839, Loss:  0.259
Epoch  22 Batch  460/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.839, Loss:  0.276
Epoch  22 Batch  461/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.843, Loss:  0.270
Epoch  22 Batch  462/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.836, Loss:  0.259
Epoch  22 Batch  463/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.836, Loss:  0.284
Epoch  22 Batch  464/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.838, Loss:  0.288
Epoch  22 Batch  465/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.844, Loss:  0.319
Epoch  22 Batch  466/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.847, Loss:  0.257
Epoch  22 Batch  467/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.833, Loss:  0.294
Epoch  22 Batch  468/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.833, Loss:  0.281
Epoch  22 Batch  469/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.837, Loss:  0.256
Epoch  22 Batch  470/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.834, Loss:  0.278
Epoch  22 Batch  471/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.838, Loss:  0.264
Epoch  22 Batch  472/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.841, Loss:  0.269
Epoch  22 Batch  473/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.838, Loss:  0.293
Epoch  22 Batch  474/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.846, Loss:  0.300
Epoch  22 Batch  475/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.846, Loss:  0.265
Epoch  22 Batch  476/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.846, Loss:  0.262
Epoch  22 Batch  477/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.844, Loss:  0.272
Epoch  22 Batch  478/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.279
Epoch  22 Batch  479/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.841, Loss:  0.297
Epoch  22 Batch  480/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.841, Loss:  0.267
Epoch  22 Batch  481/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.270
Epoch  22 Batch  482/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.299
Epoch  22 Batch  483/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.861, Loss:  0.278
Epoch  22 Batch  484/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.272
Epoch  22 Batch  485/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.271
Epoch  22 Batch  486/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.854, Loss:  0.264
Epoch  22 Batch  487/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.279
Epoch  22 Batch  488/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.261
Epoch  22 Batch  489/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.863, Loss:  0.260
Epoch  22 Batch  490/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.858, Loss:  0.275
Epoch  22 Batch  491/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.858, Loss:  0.272
Epoch  22 Batch  492/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.280
Epoch  22 Batch  493/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.855, Loss:  0.259
Epoch  22 Batch  494/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.857, Loss:  0.252
Epoch  22 Batch  495/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.861, Loss:  0.268
Epoch  22 Batch  496/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.856, Loss:  0.306
Epoch  22 Batch  497/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.296
Epoch  22 Batch  498/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.851, Loss:  0.288
Epoch  22 Batch  499/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.852, Loss:  0.258
Epoch  22 Batch  500/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.851, Loss:  0.252
Epoch  22 Batch  501/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.847, Loss:  0.284
Epoch  22 Batch  502/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.847, Loss:  0.271
Epoch  22 Batch  503/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.846, Loss:  0.258
Epoch  22 Batch  504/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.846, Loss:  0.286
Epoch  22 Batch  505/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.843, Loss:  0.240
Epoch  22 Batch  506/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.260
Epoch  22 Batch  507/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.842, Loss:  0.264
Epoch  22 Batch  508/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.837, Loss:  0.267
Epoch  22 Batch  509/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.837, Loss:  0.295
Epoch  22 Batch  510/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.837, Loss:  0.274
Epoch  22 Batch  511/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.836, Loss:  0.276
Epoch  22 Batch  512/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.837, Loss:  0.271
Epoch  22 Batch  513/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.835, Loss:  0.276
Epoch  22 Batch  514/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.835, Loss:  0.287
Epoch  22 Batch  515/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.837, Loss:  0.290
Epoch  22 Batch  516/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.839, Loss:  0.251
Epoch  22 Batch  517/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.844, Loss:  0.282
Epoch  22 Batch  518/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.850, Loss:  0.263
Epoch  22 Batch  519/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.276
Epoch  22 Batch  520/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.850, Loss:  0.255
Epoch  22 Batch  521/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.286
Epoch  22 Batch  522/1077 - Train Accuracy:  0.806, Validation Accuracy:  0.850, Loss:  0.285
Epoch  22 Batch  523/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.850, Loss:  0.290
Epoch  22 Batch  524/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.273
Epoch  22 Batch  525/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.280
Epoch  22 Batch  526/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.852, Loss:  0.267
Epoch  22 Batch  527/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.853, Loss:  0.278
Epoch  22 Batch  528/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.849, Loss:  0.269
Epoch  22 Batch  529/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.273
Epoch  22 Batch  530/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.851, Loss:  0.273
Epoch  22 Batch  531/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.851, Loss:  0.274
Epoch  22 Batch  532/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.853, Loss:  0.293
Epoch  22 Batch  533/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.857, Loss:  0.315
Epoch  22 Batch  534/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.859, Loss:  0.290
Epoch  22 Batch  535/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.854, Loss:  0.288
Epoch  22 Batch  536/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.859, Loss:  0.269
Epoch  22 Batch  537/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.270
Epoch  22 Batch  538/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.835, Loss:  0.258
Epoch  22 Batch  539/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.294
Epoch  22 Batch  540/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.839, Loss:  0.246
Epoch  22 Batch  541/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.841, Loss:  0.267
Epoch  22 Batch  542/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.840, Loss:  0.263
Epoch  22 Batch  543/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.286
Epoch  22 Batch  544/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.840, Loss:  0.252
Epoch  22 Batch  545/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.837, Loss:  0.286
Epoch  22 Batch  546/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.836, Loss:  0.301
Epoch  22 Batch  547/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.837, Loss:  0.268
Epoch  22 Batch  548/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.288
Epoch  22 Batch  549/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.842, Loss:  0.294
Epoch  22 Batch  550/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.843, Loss:  0.287
Epoch  22 Batch  551/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.844, Loss:  0.287
Epoch  22 Batch  552/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.844, Loss:  0.281
Epoch  22 Batch  553/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.847, Loss:  0.293
Epoch  22 Batch  554/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.841, Loss:  0.289
Epoch  22 Batch  555/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.837, Loss:  0.266
Epoch  22 Batch  556/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.838, Loss:  0.264
Epoch  22 Batch  557/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.837, Loss:  0.270
Epoch  22 Batch  558/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.840, Loss:  0.258
Epoch  22 Batch  559/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.840, Loss:  0.274
Epoch  22 Batch  560/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.838, Loss:  0.264
Epoch  22 Batch  561/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.256
Epoch  22 Batch  562/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.845, Loss:  0.250
Epoch  22 Batch  563/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.848, Loss:  0.307
Epoch  22 Batch  564/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.842, Loss:  0.298
Epoch  22 Batch  565/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.842, Loss:  0.303
Epoch  22 Batch  566/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.838, Loss:  0.323
Epoch  22 Batch  567/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.842, Loss:  0.298
Epoch  22 Batch  568/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.843, Loss:  0.280
Epoch  22 Batch  569/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.847, Loss:  0.283
Epoch  22 Batch  570/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.842, Loss:  0.311
Epoch  22 Batch  571/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.836, Loss:  0.261
Epoch  22 Batch  572/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.837, Loss:  0.261
Epoch  22 Batch  573/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.839, Loss:  0.286
Epoch  22 Batch  574/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.843, Loss:  0.284
Epoch  22 Batch  575/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.280
Epoch  22 Batch  576/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.851, Loss:  0.277
Epoch  22 Batch  577/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.853, Loss:  0.311
Epoch  22 Batch  578/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.857, Loss:  0.284
Epoch  22 Batch  579/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.262
Epoch  22 Batch  580/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.859, Loss:  0.242
Epoch  22 Batch  581/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.858, Loss:  0.254
Epoch  22 Batch  582/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.278
Epoch  22 Batch  583/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.852, Loss:  0.304
Epoch  22 Batch  584/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.850, Loss:  0.285
Epoch  22 Batch  585/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.851, Loss:  0.241
Epoch  22 Batch  586/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.857, Loss:  0.265
Epoch  22 Batch  587/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.844, Loss:  0.279
Epoch  22 Batch  588/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.849, Loss:  0.274
Epoch  22 Batch  589/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.848, Loss:  0.272
Epoch  22 Batch  590/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.853, Loss:  0.309
Epoch  22 Batch  591/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.853, Loss:  0.250
Epoch  22 Batch  592/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.854, Loss:  0.282
Epoch  22 Batch  593/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.855, Loss:  0.290
Epoch  22 Batch  594/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.851, Loss:  0.279
Epoch  22 Batch  595/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.841, Loss:  0.273
Epoch  22 Batch  596/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.841, Loss:  0.290
Epoch  22 Batch  597/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.286
Epoch  22 Batch  598/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.839, Loss:  0.268
Epoch  22 Batch  599/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.840, Loss:  0.315
Epoch  22 Batch  600/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.838, Loss:  0.268
Epoch  22 Batch  601/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.837, Loss:  0.273
Epoch  22 Batch  602/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.839, Loss:  0.289
Epoch  22 Batch  603/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.839, Loss:  0.263
Epoch  22 Batch  604/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.838, Loss:  0.287
Epoch  22 Batch  605/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.838, Loss:  0.314
Epoch  22 Batch  606/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.838, Loss:  0.239
Epoch  22 Batch  607/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.253
Epoch  22 Batch  608/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.281
Epoch  22 Batch  609/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.847, Loss:  0.308
Epoch  22 Batch  610/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.842, Loss:  0.297
Epoch  22 Batch  611/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.834, Loss:  0.293
Epoch  22 Batch  612/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.842, Loss:  0.264
Epoch  22 Batch  613/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.845, Loss:  0.292
Epoch  22 Batch  614/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.848, Loss:  0.271
Epoch  22 Batch  615/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.848, Loss:  0.261
Epoch  22 Batch  616/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.297
Epoch  22 Batch  617/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.848, Loss:  0.281
Epoch  22 Batch  618/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.848, Loss:  0.280
Epoch  22 Batch  619/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.843, Loss:  0.282
Epoch  22 Batch  620/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.264
Epoch  22 Batch  621/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.840, Loss:  0.282
Epoch  22 Batch  622/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.845, Loss:  0.276
Epoch  22 Batch  623/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.845, Loss:  0.288
Epoch  22 Batch  624/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.257
Epoch  22 Batch  625/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.277
Epoch  22 Batch  626/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.850, Loss:  0.252
Epoch  22 Batch  627/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.846, Loss:  0.266
Epoch  22 Batch  628/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.847, Loss:  0.283
Epoch  22 Batch  629/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.842, Loss:  0.291
Epoch  22 Batch  630/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.841, Loss:  0.287
Epoch  22 Batch  631/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.846, Loss:  0.275
Epoch  22 Batch  632/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.855, Loss:  0.258
Epoch  22 Batch  633/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.856, Loss:  0.282
Epoch  22 Batch  634/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.855, Loss:  0.240
Epoch  22 Batch  635/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.856, Loss:  0.304
Epoch  22 Batch  636/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.856, Loss:  0.278
Epoch  22 Batch  637/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.857, Loss:  0.287
Epoch  22 Batch  638/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.860, Loss:  0.284
Epoch  22 Batch  639/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.849, Loss:  0.296
Epoch  22 Batch  640/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.854, Loss:  0.243
Epoch  22 Batch  641/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.854, Loss:  0.266
Epoch  22 Batch  642/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.850, Loss:  0.256
Epoch  22 Batch  643/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.849, Loss:  0.252
Epoch  22 Batch  644/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.278
Epoch  22 Batch  645/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.850, Loss:  0.275
Epoch  22 Batch  646/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.842, Loss:  0.272
Epoch  22 Batch  647/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.841, Loss:  0.278
Epoch  22 Batch  648/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.852, Loss:  0.256
Epoch  22 Batch  649/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.853, Loss:  0.268
Epoch  22 Batch  650/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.846, Loss:  0.276
Epoch  22 Batch  651/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.849, Loss:  0.275
Epoch  22 Batch  652/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.846, Loss:  0.297
Epoch  22 Batch  653/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.855, Loss:  0.282
Epoch  22 Batch  654/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.856, Loss:  0.254
Epoch  22 Batch  655/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.856, Loss:  0.283
Epoch  22 Batch  656/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.859, Loss:  0.261
Epoch  22 Batch  657/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.299
Epoch  22 Batch  658/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.851, Loss:  0.275
Epoch  22 Batch  659/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.857, Loss:  0.265
Epoch  22 Batch  660/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.857, Loss:  0.295
Epoch  22 Batch  661/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.853, Loss:  0.248
Epoch  22 Batch  662/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.267
Epoch  22 Batch  663/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.247
Epoch  22 Batch  664/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.850, Loss:  0.278
Epoch  22 Batch  665/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.849, Loss:  0.283
Epoch  22 Batch  666/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.849, Loss:  0.305
Epoch  22 Batch  667/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.850, Loss:  0.297
Epoch  22 Batch  668/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.266
Epoch  22 Batch  669/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.265
Epoch  22 Batch  670/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.837, Loss:  0.255
Epoch  22 Batch  671/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.839, Loss:  0.311
Epoch  22 Batch  672/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.839, Loss:  0.278
Epoch  22 Batch  673/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.832, Loss:  0.269
Epoch  22 Batch  674/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.841, Loss:  0.267
Epoch  22 Batch  675/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.290
Epoch  22 Batch  676/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.259
Epoch  22 Batch  677/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.852, Loss:  0.295
Epoch  22 Batch  678/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.254
Epoch  22 Batch  679/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.841, Loss:  0.292
Epoch  22 Batch  680/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.841, Loss:  0.256
Epoch  22 Batch  681/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.841, Loss:  0.269
Epoch  22 Batch  682/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.836, Loss:  0.271
Epoch  22 Batch  683/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.836, Loss:  0.268
Epoch  22 Batch  684/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.845, Loss:  0.251
Epoch  22 Batch  685/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.842, Loss:  0.279
Epoch  22 Batch  686/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.837, Loss:  0.266
Epoch  22 Batch  687/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.835, Loss:  0.296
Epoch  22 Batch  688/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.839, Loss:  0.263
Epoch  22 Batch  689/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.835, Loss:  0.266
Epoch  22 Batch  690/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.835, Loss:  0.265
Epoch  22 Batch  691/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.832, Loss:  0.299
Epoch  22 Batch  692/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.832, Loss:  0.265
Epoch  22 Batch  693/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.844, Loss:  0.315
Epoch  22 Batch  694/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.844, Loss:  0.264
Epoch  22 Batch  695/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.844, Loss:  0.245
Epoch  22 Batch  696/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.844, Loss:  0.302
Epoch  22 Batch  697/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.254
Epoch  22 Batch  698/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.843, Loss:  0.275
Epoch  22 Batch  699/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.841, Loss:  0.275
Epoch  22 Batch  700/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.847, Loss:  0.248
Epoch  22 Batch  701/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.842, Loss:  0.280
Epoch  22 Batch  702/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.291
Epoch  22 Batch  703/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.284
Epoch  22 Batch  704/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.840, Loss:  0.307
Epoch  22 Batch  705/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.837, Loss:  0.280
Epoch  22 Batch  706/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.837, Loss:  0.289
Epoch  22 Batch  707/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.837, Loss:  0.280
Epoch  22 Batch  708/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.840, Loss:  0.280
Epoch  22 Batch  709/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.840, Loss:  0.308
Epoch  22 Batch  710/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.838, Loss:  0.256
Epoch  22 Batch  711/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.839, Loss:  0.316
Epoch  22 Batch  712/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.833, Loss:  0.261
Epoch  22 Batch  713/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.836, Loss:  0.254
Epoch  22 Batch  714/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.838, Loss:  0.265
Epoch  22 Batch  715/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.837, Loss:  0.291
Epoch  22 Batch  716/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.835, Loss:  0.238
Epoch  22 Batch  717/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.832, Loss:  0.269
Epoch  22 Batch  718/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.823, Loss:  0.268
Epoch  22 Batch  719/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.823, Loss:  0.265
Epoch  22 Batch  720/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.827, Loss:  0.305
Epoch  22 Batch  721/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.837, Loss:  0.285
Epoch  22 Batch  722/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.840, Loss:  0.271
Epoch  22 Batch  723/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.839, Loss:  0.290
Epoch  22 Batch  724/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.840, Loss:  0.311
Epoch  22 Batch  725/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.850, Loss:  0.237
Epoch  22 Batch  726/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.262
Epoch  22 Batch  727/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.854, Loss:  0.257
Epoch  22 Batch  728/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.858, Loss:  0.280
Epoch  22 Batch  729/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.289
Epoch  22 Batch  730/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.855, Loss:  0.288
Epoch  22 Batch  731/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.856, Loss:  0.287
Epoch  22 Batch  732/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.302
Epoch  22 Batch  733/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.311
Epoch  22 Batch  734/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.274
Epoch  22 Batch  735/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.860, Loss:  0.276
Epoch  22 Batch  736/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.861, Loss:  0.254
Epoch  22 Batch  737/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.860, Loss:  0.310
Epoch  22 Batch  738/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.240
Epoch  22 Batch  739/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.841, Loss:  0.254
Epoch  22 Batch  740/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.841, Loss:  0.272
Epoch  22 Batch  741/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.281
Epoch  22 Batch  742/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.849, Loss:  0.273
Epoch  22 Batch  743/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.849, Loss:  0.266
Epoch  22 Batch  744/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.840, Loss:  0.245
Epoch  22 Batch  745/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.839, Loss:  0.280
Epoch  22 Batch  746/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.844, Loss:  0.287
Epoch  22 Batch  747/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.849, Loss:  0.243
Epoch  22 Batch  748/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.849, Loss:  0.262
Epoch  22 Batch  749/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.266
Epoch  22 Batch  750/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.846, Loss:  0.288
Epoch  22 Batch  751/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.847, Loss:  0.274
Epoch  22 Batch  752/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.256
Epoch  22 Batch  753/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.846, Loss:  0.284
Epoch  22 Batch  754/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.844, Loss:  0.290
Epoch  22 Batch  755/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.847, Loss:  0.258
Epoch  22 Batch  756/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.853, Loss:  0.276
Epoch  22 Batch  757/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.852, Loss:  0.278
Epoch  22 Batch  758/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.850, Loss:  0.248
Epoch  22 Batch  759/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.848, Loss:  0.239
Epoch  22 Batch  760/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.844, Loss:  0.299
Epoch  22 Batch  761/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.846, Loss:  0.282
Epoch  22 Batch  762/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.848, Loss:  0.247
Epoch  22 Batch  763/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.851, Loss:  0.248
Epoch  22 Batch  764/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.860, Loss:  0.256
Epoch  22 Batch  765/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.266
Epoch  22 Batch  766/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.855, Loss:  0.297
Epoch  22 Batch  767/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.856, Loss:  0.264
Epoch  22 Batch  768/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.856, Loss:  0.277
Epoch  22 Batch  769/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.856, Loss:  0.263
Epoch  22 Batch  770/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.856, Loss:  0.246
Epoch  22 Batch  771/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.860, Loss:  0.284
Epoch  22 Batch  772/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.856, Loss:  0.261
Epoch  22 Batch  773/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.861, Loss:  0.242
Epoch  22 Batch  774/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.288
Epoch  22 Batch  775/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.276
Epoch  22 Batch  776/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.857, Loss:  0.269
Epoch  22 Batch  777/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.852, Loss:  0.285
Epoch  22 Batch  778/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.253
Epoch  22 Batch  779/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.860, Loss:  0.287
Epoch  22 Batch  780/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.860, Loss:  0.301
Epoch  22 Batch  781/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.860, Loss:  0.251
Epoch  22 Batch  782/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.273
Epoch  22 Batch  783/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.848, Loss:  0.288
Epoch  22 Batch  784/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.848, Loss:  0.279
Epoch  22 Batch  785/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.852, Loss:  0.269
Epoch  22 Batch  786/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.850, Loss:  0.276
Epoch  22 Batch  787/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.852, Loss:  0.252
Epoch  22 Batch  788/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.252
Epoch  22 Batch  789/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.853, Loss:  0.276
Epoch  22 Batch  790/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.861, Loss:  0.299
Epoch  22 Batch  791/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.859, Loss:  0.277
Epoch  22 Batch  792/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.859, Loss:  0.277
Epoch  22 Batch  793/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.267
Epoch  22 Batch  794/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.857, Loss:  0.265
Epoch  22 Batch  795/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.863, Loss:  0.283
Epoch  22 Batch  796/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.867, Loss:  0.266
Epoch  22 Batch  797/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.263
Epoch  22 Batch  798/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.861, Loss:  0.283
Epoch  22 Batch  799/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.856, Loss:  0.304
Epoch  22 Batch  800/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.851, Loss:  0.269
Epoch  22 Batch  801/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.851, Loss:  0.298
Epoch  22 Batch  802/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.850, Loss:  0.282
Epoch  22 Batch  803/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.280
Epoch  22 Batch  804/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.847, Loss:  0.276
Epoch  22 Batch  805/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.849, Loss:  0.274
Epoch  22 Batch  806/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.850, Loss:  0.258
Epoch  22 Batch  807/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.849, Loss:  0.270
Epoch  22 Batch  808/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.849, Loss:  0.302
Epoch  22 Batch  809/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.848, Loss:  0.282
Epoch  22 Batch  810/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.843, Loss:  0.244
Epoch  22 Batch  811/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.839, Loss:  0.244
Epoch  22 Batch  812/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.844, Loss:  0.296
Epoch  22 Batch  813/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.845, Loss:  0.258
Epoch  22 Batch  814/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.846, Loss:  0.298
Epoch  22 Batch  815/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.265
Epoch  22 Batch  816/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.856, Loss:  0.290
Epoch  22 Batch  817/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.856, Loss:  0.303
Epoch  22 Batch  818/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.854, Loss:  0.273
Epoch  22 Batch  819/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.852, Loss:  0.265
Epoch  22 Batch  820/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.850, Loss:  0.295
Epoch  22 Batch  821/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.852, Loss:  0.260
Epoch  22 Batch  822/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.851, Loss:  0.281
Epoch  22 Batch  823/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.851, Loss:  0.274
Epoch  22 Batch  824/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.852, Loss:  0.260
Epoch  22 Batch  825/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.853, Loss:  0.256
Epoch  22 Batch  826/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.849, Loss:  0.249
Epoch  22 Batch  827/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.277
Epoch  22 Batch  828/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.852, Loss:  0.262
Epoch  22 Batch  829/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.300
Epoch  22 Batch  830/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.859, Loss:  0.262
Epoch  22 Batch  831/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.855, Loss:  0.289
Epoch  22 Batch  832/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.861, Loss:  0.270
Epoch  22 Batch  833/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.860, Loss:  0.277
Epoch  22 Batch  834/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.861, Loss:  0.271
Epoch  22 Batch  835/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.286
Epoch  22 Batch  836/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.286
Epoch  22 Batch  837/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.856, Loss:  0.311
Epoch  22 Batch  838/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.861, Loss:  0.263
Epoch  22 Batch  839/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.864, Loss:  0.259
Epoch  22 Batch  840/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.268
Epoch  22 Batch  841/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.860, Loss:  0.293
Epoch  22 Batch  842/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.859, Loss:  0.269
Epoch  22 Batch  843/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.859, Loss:  0.256
Epoch  22 Batch  844/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.859, Loss:  0.247
Epoch  22 Batch  845/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.852, Loss:  0.272
Epoch  22 Batch  846/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.855, Loss:  0.267
Epoch  22 Batch  847/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.855, Loss:  0.299
Epoch  22 Batch  848/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.855, Loss:  0.259
Epoch  22 Batch  849/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.854, Loss:  0.260
Epoch  22 Batch  850/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.850, Loss:  0.289
Epoch  22 Batch  851/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.846, Loss:  0.280
Epoch  22 Batch  852/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.845, Loss:  0.315
Epoch  22 Batch  853/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.851, Loss:  0.274
Epoch  22 Batch  854/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.852, Loss:  0.278
Epoch  22 Batch  855/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.261
Epoch  22 Batch  856/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.289
Epoch  22 Batch  857/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.859, Loss:  0.255
Epoch  22 Batch  858/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.856, Loss:  0.266
Epoch  22 Batch  859/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.853, Loss:  0.287
Epoch  22 Batch  860/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.848, Loss:  0.268
Epoch  22 Batch  861/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.855, Loss:  0.279
Epoch  22 Batch  862/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.855, Loss:  0.271
Epoch  22 Batch  863/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.852, Loss:  0.251
Epoch  22 Batch  864/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.852, Loss:  0.274
Epoch  22 Batch  865/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.266
Epoch  22 Batch  866/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.859, Loss:  0.275
Epoch  22 Batch  867/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.854, Loss:  0.338
Epoch  22 Batch  868/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.272
Epoch  22 Batch  869/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.855, Loss:  0.300
Epoch  22 Batch  870/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.856, Loss:  0.301
Epoch  22 Batch  871/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.856, Loss:  0.263
Epoch  22 Batch  872/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.841, Loss:  0.265
Epoch  22 Batch  873/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.846, Loss:  0.292
Epoch  22 Batch  874/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.852, Loss:  0.301
Epoch  22 Batch  875/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.849, Loss:  0.297
Epoch  22 Batch  876/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.849, Loss:  0.279
Epoch  22 Batch  877/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.267
Epoch  22 Batch  878/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.268
Epoch  22 Batch  879/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.858, Loss:  0.231
Epoch  22 Batch  880/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.857, Loss:  0.271
Epoch  22 Batch  881/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.859, Loss:  0.289
Epoch  22 Batch  882/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.283
Epoch  22 Batch  883/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.854, Loss:  0.327
Epoch  22 Batch  884/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.850, Loss:  0.250
Epoch  22 Batch  885/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.847, Loss:  0.261
Epoch  22 Batch  886/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.850, Loss:  0.296
Epoch  22 Batch  887/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.307
Epoch  22 Batch  888/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.854, Loss:  0.263
Epoch  22 Batch  889/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.859, Loss:  0.275
Epoch  22 Batch  890/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.852, Loss:  0.264
Epoch  22 Batch  891/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.852, Loss:  0.276
Epoch  22 Batch  892/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.855, Loss:  0.263
Epoch  22 Batch  893/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.855, Loss:  0.287
Epoch  22 Batch  894/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.849, Loss:  0.270
Epoch  22 Batch  895/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.845, Loss:  0.282
Epoch  22 Batch  896/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.846, Loss:  0.287
Epoch  22 Batch  897/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.847, Loss:  0.240
Epoch  22 Batch  898/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.851, Loss:  0.258
Epoch  22 Batch  899/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.261
Epoch  22 Batch  900/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.849, Loss:  0.305
Epoch  22 Batch  901/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.849, Loss:  0.269
Epoch  22 Batch  902/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.853, Loss:  0.294
Epoch  22 Batch  903/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.858, Loss:  0.251
Epoch  22 Batch  904/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.858, Loss:  0.265
Epoch  22 Batch  905/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.857, Loss:  0.259
Epoch  22 Batch  906/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.859, Loss:  0.260
Epoch  22 Batch  907/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.854, Loss:  0.258
Epoch  22 Batch  908/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.272
Epoch  22 Batch  909/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.850, Loss:  0.270
Epoch  22 Batch  910/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.848, Loss:  0.278
Epoch  22 Batch  911/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.851, Loss:  0.249
Epoch  22 Batch  912/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.850, Loss:  0.291
Epoch  22 Batch  913/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.853, Loss:  0.300
Epoch  22 Batch  914/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.851, Loss:  0.284
Epoch  22 Batch  915/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.852, Loss:  0.284
Epoch  22 Batch  916/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.852, Loss:  0.288
Epoch  22 Batch  917/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.848, Loss:  0.262
Epoch  22 Batch  918/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.857, Loss:  0.246
Epoch  22 Batch  919/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.257
Epoch  22 Batch  920/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.275
Epoch  22 Batch  921/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.288
Epoch  22 Batch  922/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.856, Loss:  0.261
Epoch  22 Batch  923/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.858, Loss:  0.279
Epoch  22 Batch  924/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.853, Loss:  0.315
Epoch  22 Batch  925/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.849, Loss:  0.257
Epoch  22 Batch  926/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.845, Loss:  0.280
Epoch  22 Batch  927/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.850, Loss:  0.297
Epoch  22 Batch  928/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.850, Loss:  0.268
Epoch  22 Batch  929/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.842, Loss:  0.284
Epoch  22 Batch  930/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.842, Loss:  0.264
Epoch  22 Batch  931/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.842, Loss:  0.271
Epoch  22 Batch  932/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.842, Loss:  0.279
Epoch  22 Batch  933/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.842, Loss:  0.276
Epoch  22 Batch  934/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.843, Loss:  0.296
Epoch  22 Batch  935/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.845, Loss:  0.272
Epoch  22 Batch  936/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.849, Loss:  0.261
Epoch  22 Batch  937/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.849, Loss:  0.294
Epoch  22 Batch  938/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.288
Epoch  22 Batch  939/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.847, Loss:  0.290
Epoch  22 Batch  940/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.855, Loss:  0.278
Epoch  22 Batch  941/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.859, Loss:  0.256
Epoch  22 Batch  942/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.860, Loss:  0.298
Epoch  22 Batch  943/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.852, Loss:  0.267
Epoch  22 Batch  944/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.856, Loss:  0.262
Epoch  22 Batch  945/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.260
Epoch  22 Batch  946/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.853, Loss:  0.263
Epoch  22 Batch  947/1077 - Train Accuracy:  0.800, Validation Accuracy:  0.856, Loss:  0.301
Epoch  22 Batch  948/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.854, Loss:  0.268
Epoch  22 Batch  949/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.853, Loss:  0.238
Epoch  22 Batch  950/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.253
Epoch  22 Batch  951/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.864, Loss:  0.275
Epoch  22 Batch  952/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.258
Epoch  22 Batch  953/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.858, Loss:  0.272
Epoch  22 Batch  954/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.305
Epoch  22 Batch  955/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.850, Loss:  0.290
Epoch  22 Batch  956/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.845, Loss:  0.273
Epoch  22 Batch  957/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.844, Loss:  0.262
Epoch  22 Batch  958/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.847, Loss:  0.275
Epoch  22 Batch  959/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.853, Loss:  0.255
Epoch  22 Batch  960/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.852, Loss:  0.272
Epoch  22 Batch  961/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.853, Loss:  0.296
Epoch  22 Batch  962/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.849, Loss:  0.264
Epoch  22 Batch  963/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.317
Epoch  22 Batch  964/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.841, Loss:  0.266
Epoch  22 Batch  965/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.844, Loss:  0.302
Epoch  22 Batch  966/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.238
Epoch  22 Batch  967/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.842, Loss:  0.244
Epoch  22 Batch  968/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.843, Loss:  0.293
Epoch  22 Batch  969/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.842, Loss:  0.310
Epoch  22 Batch  970/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.847, Loss:  0.301
Epoch  22 Batch  971/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.844, Loss:  0.273
Epoch  22 Batch  972/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.840, Loss:  0.265
Epoch  22 Batch  973/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.841, Loss:  0.246
Epoch  22 Batch  974/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.843, Loss:  0.265
Epoch  22 Batch  975/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.253
Epoch  22 Batch  976/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.863, Loss:  0.250
Epoch  22 Batch  977/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.856, Loss:  0.260
Epoch  22 Batch  978/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.851, Loss:  0.259
Epoch  22 Batch  979/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.847, Loss:  0.308
Epoch  22 Batch  980/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.850, Loss:  0.275
Epoch  22 Batch  981/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.851, Loss:  0.290
Epoch  22 Batch  982/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.850, Loss:  0.274
Epoch  22 Batch  983/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.850, Loss:  0.305
Epoch  22 Batch  984/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.850, Loss:  0.298
Epoch  22 Batch  985/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.855, Loss:  0.273
Epoch  22 Batch  986/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.855, Loss:  0.281
Epoch  22 Batch  987/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.264
Epoch  22 Batch  988/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.856, Loss:  0.272
Epoch  22 Batch  989/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.847, Loss:  0.296
Epoch  22 Batch  990/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.848, Loss:  0.293
Epoch  22 Batch  991/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.857, Loss:  0.280
Epoch  22 Batch  992/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.858, Loss:  0.283
Epoch  22 Batch  993/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.247
Epoch  22 Batch  994/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.276
Epoch  22 Batch  995/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.852, Loss:  0.266
Epoch  22 Batch  996/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.853, Loss:  0.287
Epoch  22 Batch  997/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.851, Loss:  0.288
Epoch  22 Batch  998/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.848, Loss:  0.258
Epoch  22 Batch  999/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.848, Loss:  0.268
Epoch  22 Batch 1000/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.253
Epoch  22 Batch 1001/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.847, Loss:  0.248
Epoch  22 Batch 1002/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.848, Loss:  0.256
Epoch  22 Batch 1003/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.847, Loss:  0.267
Epoch  22 Batch 1004/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.850, Loss:  0.295
Epoch  22 Batch 1005/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.845, Loss:  0.285
Epoch  22 Batch 1006/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.245
Epoch  22 Batch 1007/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.235
Epoch  22 Batch 1008/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.846, Loss:  0.282
Epoch  22 Batch 1009/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.849, Loss:  0.252
Epoch  22 Batch 1010/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.283
Epoch  22 Batch 1011/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.854, Loss:  0.273
Epoch  22 Batch 1012/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.855, Loss:  0.254
Epoch  22 Batch 1013/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.856, Loss:  0.246
Epoch  22 Batch 1014/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.857, Loss:  0.309
Epoch  22 Batch 1015/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.858, Loss:  0.314
Epoch  22 Batch 1016/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.857, Loss:  0.281
Epoch  22 Batch 1017/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.852, Loss:  0.282
Epoch  22 Batch 1018/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.853, Loss:  0.262
Epoch  22 Batch 1019/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.853, Loss:  0.305
Epoch  22 Batch 1020/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.851, Loss:  0.267
Epoch  22 Batch 1021/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.846, Loss:  0.267
Epoch  22 Batch 1022/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.257
Epoch  22 Batch 1023/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.847, Loss:  0.243
Epoch  22 Batch 1024/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.853, Loss:  0.319
Epoch  22 Batch 1025/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.853, Loss:  0.271
Epoch  22 Batch 1026/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.856, Loss:  0.258
Epoch  22 Batch 1027/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.861, Loss:  0.292
Epoch  22 Batch 1028/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.861, Loss:  0.276
Epoch  22 Batch 1029/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.271
Epoch  22 Batch 1030/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.860, Loss:  0.265
Epoch  22 Batch 1031/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.851, Loss:  0.282
Epoch  22 Batch 1032/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.848, Loss:  0.288
Epoch  22 Batch 1033/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.854, Loss:  0.251
Epoch  22 Batch 1034/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.274
Epoch  22 Batch 1035/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.847, Loss:  0.245
Epoch  22 Batch 1036/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.843, Loss:  0.286
Epoch  22 Batch 1037/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.841, Loss:  0.274
Epoch  22 Batch 1038/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.842, Loss:  0.267
Epoch  22 Batch 1039/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.842, Loss:  0.252
Epoch  22 Batch 1040/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.842, Loss:  0.266
Epoch  22 Batch 1041/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.841, Loss:  0.287
Epoch  22 Batch 1042/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.841, Loss:  0.264
Epoch  22 Batch 1043/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.837, Loss:  0.278
Epoch  22 Batch 1044/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.837, Loss:  0.277
Epoch  22 Batch 1045/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.851, Loss:  0.287
Epoch  22 Batch 1046/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.850, Loss:  0.245
Epoch  22 Batch 1047/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.850, Loss:  0.268
Epoch  22 Batch 1048/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.849, Loss:  0.265
Epoch  22 Batch 1049/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.849, Loss:  0.312
Epoch  22 Batch 1050/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.267
Epoch  22 Batch 1051/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.861, Loss:  0.271
Epoch  22 Batch 1052/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.260
Epoch  22 Batch 1053/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.858, Loss:  0.265
Epoch  22 Batch 1054/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.264
Epoch  22 Batch 1055/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.856, Loss:  0.281
Epoch  22 Batch 1056/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.857, Loss:  0.262
Epoch  22 Batch 1057/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.865, Loss:  0.291
Epoch  22 Batch 1058/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.866, Loss:  0.319
Epoch  22 Batch 1059/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.865, Loss:  0.316
Epoch  22 Batch 1060/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.866, Loss:  0.241
Epoch  22 Batch 1061/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.862, Loss:  0.295
Epoch  22 Batch 1062/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.864, Loss:  0.270
Epoch  22 Batch 1063/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.859, Loss:  0.277
Epoch  22 Batch 1064/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.864, Loss:  0.279
Epoch  22 Batch 1065/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.860, Loss:  0.264
Epoch  22 Batch 1066/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.261
Epoch  22 Batch 1067/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.303
Epoch  22 Batch 1068/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.866, Loss:  0.268
Epoch  22 Batch 1069/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.234
Epoch  22 Batch 1070/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.857, Loss:  0.267
Epoch  22 Batch 1071/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.258
Epoch  22 Batch 1072/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.857, Loss:  0.270
Epoch  22 Batch 1073/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.276
Epoch  22 Batch 1074/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.282
Epoch  22 Batch 1075/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.864, Loss:  0.293
Epoch  23 Batch    0/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.858, Loss:  0.243
Epoch  23 Batch    1/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.260
Epoch  23 Batch    2/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.854, Loss:  0.283
Epoch  23 Batch    3/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.860, Loss:  0.261
Epoch  23 Batch    4/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.269
Epoch  23 Batch    5/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.303
Epoch  23 Batch    6/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.852, Loss:  0.265
Epoch  23 Batch    7/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.858, Loss:  0.250
Epoch  23 Batch    8/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.864, Loss:  0.259
Epoch  23 Batch    9/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.867, Loss:  0.270
Epoch  23 Batch   10/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.854, Loss:  0.298
Epoch  23 Batch   11/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.854, Loss:  0.263
Epoch  23 Batch   12/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.859, Loss:  0.289
Epoch  23 Batch   13/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.292
Epoch  23 Batch   14/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.854, Loss:  0.257
Epoch  23 Batch   15/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.855, Loss:  0.272
Epoch  23 Batch   16/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.273
Epoch  23 Batch   17/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.269
Epoch  23 Batch   18/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.252
Epoch  23 Batch   19/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.852, Loss:  0.273
Epoch  23 Batch   20/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.253
Epoch  23 Batch   21/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.852, Loss:  0.288
Epoch  23 Batch   22/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.852, Loss:  0.292
Epoch  23 Batch   23/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.852, Loss:  0.248
Epoch  23 Batch   24/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.858, Loss:  0.261
Epoch  23 Batch   25/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.857, Loss:  0.256
Epoch  23 Batch   26/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.856, Loss:  0.288
Epoch  23 Batch   27/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.860, Loss:  0.263
Epoch  23 Batch   28/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.860, Loss:  0.283
Epoch  23 Batch   29/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.859, Loss:  0.263
Epoch  23 Batch   30/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.860, Loss:  0.252
Epoch  23 Batch   31/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.862, Loss:  0.267
Epoch  23 Batch   32/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.252
Epoch  23 Batch   33/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.858, Loss:  0.246
Epoch  23 Batch   34/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.854, Loss:  0.275
Epoch  23 Batch   35/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.265
Epoch  23 Batch   36/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.278
Epoch  23 Batch   37/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.846, Loss:  0.276
Epoch  23 Batch   38/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.308
Epoch  23 Batch   39/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.845, Loss:  0.295
Epoch  23 Batch   40/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.841, Loss:  0.279
Epoch  23 Batch   41/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.846, Loss:  0.271
Epoch  23 Batch   42/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.847, Loss:  0.298
Epoch  23 Batch   43/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.852, Loss:  0.256
Epoch  23 Batch   44/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.856, Loss:  0.276
Epoch  23 Batch   45/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.846, Loss:  0.266
Epoch  23 Batch   46/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.846, Loss:  0.282
Epoch  23 Batch   47/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.845, Loss:  0.263
Epoch  23 Batch   48/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.850, Loss:  0.326
Epoch  23 Batch   49/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.850, Loss:  0.284
Epoch  23 Batch   50/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.849, Loss:  0.268
Epoch  23 Batch   51/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.850, Loss:  0.272
Epoch  23 Batch   52/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.289
Epoch  23 Batch   53/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.856, Loss:  0.274
Epoch  23 Batch   54/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.847, Loss:  0.291
Epoch  23 Batch   55/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.250
Epoch  23 Batch   56/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.250
Epoch  23 Batch   57/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.853, Loss:  0.248
Epoch  23 Batch   58/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.853, Loss:  0.260
Epoch  23 Batch   59/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.848, Loss:  0.266
Epoch  23 Batch   60/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.843, Loss:  0.263
Epoch  23 Batch   61/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.840, Loss:  0.271
Epoch  23 Batch   62/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.844, Loss:  0.302
Epoch  23 Batch   63/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.845, Loss:  0.241
Epoch  23 Batch   64/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.845, Loss:  0.252
Epoch  23 Batch   65/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.847, Loss:  0.268
Epoch  23 Batch   66/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.843, Loss:  0.240
Epoch  23 Batch   67/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.843, Loss:  0.264
Epoch  23 Batch   68/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.843, Loss:  0.294
Epoch  23 Batch   69/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.844, Loss:  0.296
Epoch  23 Batch   70/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.844, Loss:  0.277
Epoch  23 Batch   71/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.844, Loss:  0.247
Epoch  23 Batch   72/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.849, Loss:  0.300
Epoch  23 Batch   73/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.855, Loss:  0.278
Epoch  23 Batch   74/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.855, Loss:  0.266
Epoch  23 Batch   75/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.855, Loss:  0.292
Epoch  23 Batch   76/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.240
Epoch  23 Batch   77/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.851, Loss:  0.282
Epoch  23 Batch   78/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.857, Loss:  0.278
Epoch  23 Batch   79/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.850, Loss:  0.269
Epoch  23 Batch   80/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.851, Loss:  0.284
Epoch  23 Batch   81/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.856, Loss:  0.267
Epoch  23 Batch   82/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.254
Epoch  23 Batch   83/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.283
Epoch  23 Batch   84/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.862, Loss:  0.278
Epoch  23 Batch   85/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.853, Loss:  0.238
Epoch  23 Batch   86/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.853, Loss:  0.266
Epoch  23 Batch   87/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.855, Loss:  0.313
Epoch  23 Batch   88/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.855, Loss:  0.290
Epoch  23 Batch   89/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.854, Loss:  0.291
Epoch  23 Batch   90/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.862, Loss:  0.290
Epoch  23 Batch   91/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.229
Epoch  23 Batch   92/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.272
Epoch  23 Batch   93/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.856, Loss:  0.280
Epoch  23 Batch   94/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.860, Loss:  0.257
Epoch  23 Batch   95/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.276
Epoch  23 Batch   96/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.853, Loss:  0.269
Epoch  23 Batch   97/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.851, Loss:  0.262
Epoch  23 Batch   98/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.852, Loss:  0.271
Epoch  23 Batch   99/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.851, Loss:  0.282
Epoch  23 Batch  100/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.853, Loss:  0.278
Epoch  23 Batch  101/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.853, Loss:  0.268
Epoch  23 Batch  102/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.247
Epoch  23 Batch  103/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.852, Loss:  0.321
Epoch  23 Batch  104/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.853, Loss:  0.280
Epoch  23 Batch  105/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.855, Loss:  0.268
Epoch  23 Batch  106/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.302
Epoch  23 Batch  107/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.852, Loss:  0.270
Epoch  23 Batch  108/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.852, Loss:  0.246
Epoch  23 Batch  109/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.843, Loss:  0.270
Epoch  23 Batch  110/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.845, Loss:  0.249
Epoch  23 Batch  111/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.280
Epoch  23 Batch  112/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.848, Loss:  0.259
Epoch  23 Batch  113/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.271
Epoch  23 Batch  114/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.253
Epoch  23 Batch  115/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.860, Loss:  0.297
Epoch  23 Batch  116/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.869, Loss:  0.289
Epoch  23 Batch  117/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.869, Loss:  0.295
Epoch  23 Batch  118/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.868, Loss:  0.295
Epoch  23 Batch  119/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.863, Loss:  0.263
Epoch  23 Batch  120/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.858, Loss:  0.287
Epoch  23 Batch  121/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.849, Loss:  0.274
Epoch  23 Batch  122/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.852, Loss:  0.266
Epoch  23 Batch  123/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.857, Loss:  0.234
Epoch  23 Batch  124/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.853, Loss:  0.286
Epoch  23 Batch  125/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.854, Loss:  0.275
Epoch  23 Batch  126/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.858, Loss:  0.244
Epoch  23 Batch  127/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.857, Loss:  0.252
Epoch  23 Batch  128/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.253
Epoch  23 Batch  129/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.858, Loss:  0.266
Epoch  23 Batch  130/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.854, Loss:  0.243
Epoch  23 Batch  131/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.856, Loss:  0.268
Epoch  23 Batch  132/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.859, Loss:  0.273
Epoch  23 Batch  133/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.273
Epoch  23 Batch  134/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.855, Loss:  0.262
Epoch  23 Batch  135/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.860, Loss:  0.278
Epoch  23 Batch  136/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.859, Loss:  0.250
Epoch  23 Batch  137/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.225
Epoch  23 Batch  138/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.864, Loss:  0.255
Epoch  23 Batch  139/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.859, Loss:  0.268
Epoch  23 Batch  140/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.861, Loss:  0.291
Epoch  23 Batch  141/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.265
Epoch  23 Batch  142/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.866, Loss:  0.252
Epoch  23 Batch  143/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.866, Loss:  0.278
Epoch  23 Batch  144/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.865, Loss:  0.288
Epoch  23 Batch  145/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.867, Loss:  0.285
Epoch  23 Batch  146/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.861, Loss:  0.296
Epoch  23 Batch  147/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.861, Loss:  0.286
Epoch  23 Batch  148/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.860, Loss:  0.275
Epoch  23 Batch  149/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.859, Loss:  0.264
Epoch  23 Batch  150/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.246
Epoch  23 Batch  151/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.250
Epoch  23 Batch  152/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.858, Loss:  0.296
Epoch  23 Batch  153/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.859, Loss:  0.268
Epoch  23 Batch  154/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.855, Loss:  0.287
Epoch  23 Batch  155/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.850, Loss:  0.268
Epoch  23 Batch  156/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.852, Loss:  0.259
Epoch  23 Batch  157/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.850, Loss:  0.280
Epoch  23 Batch  158/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.852, Loss:  0.279
Epoch  23 Batch  159/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.850, Loss:  0.227
Epoch  23 Batch  160/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.850, Loss:  0.254
Epoch  23 Batch  161/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.850, Loss:  0.286
Epoch  23 Batch  162/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.849, Loss:  0.298
Epoch  23 Batch  163/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.843, Loss:  0.294
Epoch  23 Batch  164/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.841, Loss:  0.279
Epoch  23 Batch  165/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.838, Loss:  0.268
Epoch  23 Batch  166/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.845, Loss:  0.290
Epoch  23 Batch  167/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.846, Loss:  0.271
Epoch  23 Batch  168/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.844, Loss:  0.299
Epoch  23 Batch  169/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.838, Loss:  0.279
Epoch  23 Batch  170/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.850, Loss:  0.301
Epoch  23 Batch  171/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.259
Epoch  23 Batch  172/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.858, Loss:  0.254
Epoch  23 Batch  173/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.296
Epoch  23 Batch  174/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.853, Loss:  0.265
Epoch  23 Batch  175/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.860, Loss:  0.255
Epoch  23 Batch  176/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.269
Epoch  23 Batch  177/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.861, Loss:  0.283
Epoch  23 Batch  178/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.258
Epoch  23 Batch  179/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.855, Loss:  0.277
Epoch  23 Batch  180/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.855, Loss:  0.269
Epoch  23 Batch  181/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.860, Loss:  0.294
Epoch  23 Batch  182/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.260
Epoch  23 Batch  183/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.866, Loss:  0.294
Epoch  23 Batch  184/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.870, Loss:  0.258
Epoch  23 Batch  185/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.869, Loss:  0.287
Epoch  23 Batch  186/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.288
Epoch  23 Batch  187/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.256
Epoch  23 Batch  188/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.859, Loss:  0.287
Epoch  23 Batch  189/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.856, Loss:  0.275
Epoch  23 Batch  190/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.855, Loss:  0.263
Epoch  23 Batch  191/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.853, Loss:  0.241
Epoch  23 Batch  192/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.848, Loss:  0.281
Epoch  23 Batch  193/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.262
Epoch  23 Batch  194/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.851, Loss:  0.223
Epoch  23 Batch  195/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.852, Loss:  0.260
Epoch  23 Batch  196/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.851, Loss:  0.272
Epoch  23 Batch  197/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.858, Loss:  0.274
Epoch  23 Batch  198/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.858, Loss:  0.247
Epoch  23 Batch  199/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.858, Loss:  0.256
Epoch  23 Batch  200/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.858, Loss:  0.269
Epoch  23 Batch  201/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.858, Loss:  0.229
Epoch  23 Batch  202/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.853, Loss:  0.283
Epoch  23 Batch  203/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.857, Loss:  0.265
Epoch  23 Batch  204/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.866, Loss:  0.297
Epoch  23 Batch  205/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.872, Loss:  0.272
Epoch  23 Batch  206/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.868, Loss:  0.256
Epoch  23 Batch  207/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.863, Loss:  0.271
Epoch  23 Batch  208/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.294
Epoch  23 Batch  209/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.238
Epoch  23 Batch  210/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.868, Loss:  0.279
Epoch  23 Batch  211/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.272
Epoch  23 Batch  212/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.864, Loss:  0.267
Epoch  23 Batch  213/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.864, Loss:  0.250
Epoch  23 Batch  214/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.864, Loss:  0.269
Epoch  23 Batch  215/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.868, Loss:  0.299
Epoch  23 Batch  216/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.860, Loss:  0.280
Epoch  23 Batch  217/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.856, Loss:  0.256
Epoch  23 Batch  218/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.856, Loss:  0.311
Epoch  23 Batch  219/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.856, Loss:  0.268
Epoch  23 Batch  220/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.860, Loss:  0.281
Epoch  23 Batch  221/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.293
Epoch  23 Batch  222/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.865, Loss:  0.274
Epoch  23 Batch  223/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.869, Loss:  0.227
Epoch  23 Batch  224/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.865, Loss:  0.277
Epoch  23 Batch  225/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.290
Epoch  23 Batch  226/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.862, Loss:  0.249
Epoch  23 Batch  227/1077 - Train Accuracy:  0.804, Validation Accuracy:  0.858, Loss:  0.299
Epoch  23 Batch  228/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.253
Epoch  23 Batch  229/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.859, Loss:  0.279
Epoch  23 Batch  230/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.857, Loss:  0.229
Epoch  23 Batch  231/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.858, Loss:  0.295
Epoch  23 Batch  232/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.858, Loss:  0.306
Epoch  23 Batch  233/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.307
Epoch  23 Batch  234/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.863, Loss:  0.286
Epoch  23 Batch  235/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.243
Epoch  23 Batch  236/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.860, Loss:  0.283
Epoch  23 Batch  237/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.862, Loss:  0.230
Epoch  23 Batch  238/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.263
Epoch  23 Batch  239/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.858, Loss:  0.239
Epoch  23 Batch  240/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.858, Loss:  0.233
Epoch  23 Batch  241/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.858, Loss:  0.240
Epoch  23 Batch  242/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.857, Loss:  0.260
Epoch  23 Batch  243/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.857, Loss:  0.267
Epoch  23 Batch  244/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.866, Loss:  0.270
Epoch  23 Batch  245/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.866, Loss:  0.244
Epoch  23 Batch  246/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.871, Loss:  0.272
Epoch  23 Batch  247/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.866, Loss:  0.266
Epoch  23 Batch  248/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.866, Loss:  0.254
Epoch  23 Batch  249/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.857, Loss:  0.264
Epoch  23 Batch  250/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.862, Loss:  0.252
Epoch  23 Batch  251/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.862, Loss:  0.278
Epoch  23 Batch  252/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.867, Loss:  0.261
Epoch  23 Batch  253/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.862, Loss:  0.268
Epoch  23 Batch  254/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.866, Loss:  0.269
Epoch  23 Batch  255/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.867, Loss:  0.265
Epoch  23 Batch  256/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.868, Loss:  0.300
Epoch  23 Batch  257/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.869, Loss:  0.278
Epoch  23 Batch  258/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.266
Epoch  23 Batch  259/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.872, Loss:  0.263
Epoch  23 Batch  260/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.873, Loss:  0.243
Epoch  23 Batch  261/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.248
Epoch  23 Batch  262/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.871, Loss:  0.266
Epoch  23 Batch  263/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.870, Loss:  0.246
Epoch  23 Batch  264/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.870, Loss:  0.285
Epoch  23 Batch  265/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.870, Loss:  0.276
Epoch  23 Batch  266/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.874, Loss:  0.282
Epoch  23 Batch  267/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.229
Epoch  23 Batch  268/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.278
Epoch  23 Batch  269/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.870, Loss:  0.288
Epoch  23 Batch  270/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.865, Loss:  0.281
Epoch  23 Batch  271/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.863, Loss:  0.259
Epoch  23 Batch  272/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.863, Loss:  0.336
Epoch  23 Batch  273/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.864, Loss:  0.239
Epoch  23 Batch  274/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.257
Epoch  23 Batch  275/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.870, Loss:  0.277
Epoch  23 Batch  276/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.306
Epoch  23 Batch  277/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.860, Loss:  0.237
Epoch  23 Batch  278/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.860, Loss:  0.313
Epoch  23 Batch  279/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.859, Loss:  0.308
Epoch  23 Batch  280/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.858, Loss:  0.284
Epoch  23 Batch  281/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.857, Loss:  0.275
Epoch  23 Batch  282/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.859, Loss:  0.307
Epoch  23 Batch  283/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.858, Loss:  0.267
Epoch  23 Batch  284/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.859, Loss:  0.288
Epoch  23 Batch  285/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.260
Epoch  23 Batch  286/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.866, Loss:  0.248
Epoch  23 Batch  287/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.870, Loss:  0.273
Epoch  23 Batch  288/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.294
Epoch  23 Batch  289/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.862, Loss:  0.260
Epoch  23 Batch  290/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.852, Loss:  0.299
Epoch  23 Batch  291/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.853, Loss:  0.307
Epoch  23 Batch  292/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.853, Loss:  0.269
Epoch  23 Batch  293/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.853, Loss:  0.274
Epoch  23 Batch  294/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.852, Loss:  0.256
Epoch  23 Batch  295/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.848, Loss:  0.288
Epoch  23 Batch  296/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.848, Loss:  0.255
Epoch  23 Batch  297/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.850, Loss:  0.287
Epoch  23 Batch  298/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.847, Loss:  0.299
Epoch  23 Batch  299/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.264
Epoch  23 Batch  300/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.854, Loss:  0.263
Epoch  23 Batch  301/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.849, Loss:  0.258
Epoch  23 Batch  302/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.850, Loss:  0.281
Epoch  23 Batch  303/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.304
Epoch  23 Batch  304/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.838, Loss:  0.263
Epoch  23 Batch  305/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.843, Loss:  0.271
Epoch  23 Batch  306/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.845, Loss:  0.271
Epoch  23 Batch  307/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.845, Loss:  0.265
Epoch  23 Batch  308/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.834, Loss:  0.295
Epoch  23 Batch  309/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.838, Loss:  0.257
Epoch  23 Batch  310/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.277
Epoch  23 Batch  311/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.838, Loss:  0.248
Epoch  23 Batch  312/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.844, Loss:  0.302
Epoch  23 Batch  313/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.849, Loss:  0.261
Epoch  23 Batch  314/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.277
Epoch  23 Batch  315/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.858, Loss:  0.254
Epoch  23 Batch  316/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.260
Epoch  23 Batch  317/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.857, Loss:  0.300
Epoch  23 Batch  318/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.850, Loss:  0.266
Epoch  23 Batch  319/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.846, Loss:  0.280
Epoch  23 Batch  320/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.846, Loss:  0.281
Epoch  23 Batch  321/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.856, Loss:  0.263
Epoch  23 Batch  322/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.856, Loss:  0.248
Epoch  23 Batch  323/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.284
Epoch  23 Batch  324/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.854, Loss:  0.277
Epoch  23 Batch  325/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.855, Loss:  0.233
Epoch  23 Batch  326/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.861, Loss:  0.262
Epoch  23 Batch  327/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.860, Loss:  0.290
Epoch  23 Batch  328/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.861, Loss:  0.289
Epoch  23 Batch  329/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.862, Loss:  0.286
Epoch  23 Batch  330/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.862, Loss:  0.289
Epoch  23 Batch  331/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.861, Loss:  0.281
Epoch  23 Batch  332/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.861, Loss:  0.217
Epoch  23 Batch  333/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.857, Loss:  0.270
Epoch  23 Batch  334/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.261
Epoch  23 Batch  335/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.253
Epoch  23 Batch  336/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.313
Epoch  23 Batch  337/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.854, Loss:  0.290
Epoch  23 Batch  338/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.859, Loss:  0.306
Epoch  23 Batch  339/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.858, Loss:  0.273
Epoch  23 Batch  340/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.858, Loss:  0.255
Epoch  23 Batch  341/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.863, Loss:  0.324
Epoch  23 Batch  342/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.863, Loss:  0.252
Epoch  23 Batch  343/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.276
Epoch  23 Batch  344/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.869, Loss:  0.267
Epoch  23 Batch  345/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.267
Epoch  23 Batch  346/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.865, Loss:  0.293
Epoch  23 Batch  347/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.861, Loss:  0.247
Epoch  23 Batch  348/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.856, Loss:  0.259
Epoch  23 Batch  349/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.852, Loss:  0.256
Epoch  23 Batch  350/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.271
Epoch  23 Batch  351/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.289
Epoch  23 Batch  352/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.275
Epoch  23 Batch  353/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.861, Loss:  0.313
Epoch  23 Batch  354/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.857, Loss:  0.300
Epoch  23 Batch  355/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.270
Epoch  23 Batch  356/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.269
Epoch  23 Batch  357/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.853, Loss:  0.263
Epoch  23 Batch  358/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.853, Loss:  0.275
Epoch  23 Batch  359/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.854, Loss:  0.281
Epoch  23 Batch  360/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.263
Epoch  23 Batch  361/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.848, Loss:  0.285
Epoch  23 Batch  362/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.840, Loss:  0.283
Epoch  23 Batch  363/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.847, Loss:  0.290
Epoch  23 Batch  364/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.855, Loss:  0.279
Epoch  23 Batch  365/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.238
Epoch  23 Batch  366/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.855, Loss:  0.261
Epoch  23 Batch  367/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.854, Loss:  0.229
Epoch  23 Batch  368/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.855, Loss:  0.278
Epoch  23 Batch  369/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.857, Loss:  0.261
Epoch  23 Batch  370/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.857, Loss:  0.284
Epoch  23 Batch  371/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.857, Loss:  0.270
Epoch  23 Batch  372/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.857, Loss:  0.254
Epoch  23 Batch  373/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.857, Loss:  0.233
Epoch  23 Batch  374/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.858, Loss:  0.296
Epoch  23 Batch  375/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.858, Loss:  0.245
Epoch  23 Batch  376/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.854, Loss:  0.255
Epoch  23 Batch  377/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.853, Loss:  0.267
Epoch  23 Batch  378/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.258
Epoch  23 Batch  379/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.854, Loss:  0.290
Epoch  23 Batch  380/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.856, Loss:  0.255
Epoch  23 Batch  381/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.290
Epoch  23 Batch  382/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.860, Loss:  0.303
Epoch  23 Batch  383/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.850, Loss:  0.269
Epoch  23 Batch  384/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.844, Loss:  0.265
Epoch  23 Batch  385/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.842, Loss:  0.279
Epoch  23 Batch  386/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.839, Loss:  0.263
Epoch  23 Batch  387/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.839, Loss:  0.272
Epoch  23 Batch  388/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.839, Loss:  0.279
Epoch  23 Batch  389/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.839, Loss:  0.250
Epoch  23 Batch  390/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.842, Loss:  0.291
Epoch  23 Batch  391/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.266
Epoch  23 Batch  392/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.849, Loss:  0.259
Epoch  23 Batch  393/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.856, Loss:  0.258
Epoch  23 Batch  394/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.860, Loss:  0.284
Epoch  23 Batch  395/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.859, Loss:  0.255
Epoch  23 Batch  396/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.863, Loss:  0.276
Epoch  23 Batch  397/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.273
Epoch  23 Batch  398/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.278
Epoch  23 Batch  399/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.855, Loss:  0.284
Epoch  23 Batch  400/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.856, Loss:  0.303
Epoch  23 Batch  401/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.855, Loss:  0.256
Epoch  23 Batch  402/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.263
Epoch  23 Batch  403/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.857, Loss:  0.298
Epoch  23 Batch  404/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.854, Loss:  0.237
Epoch  23 Batch  405/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.295
Epoch  23 Batch  406/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.857, Loss:  0.265
Epoch  23 Batch  407/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.856, Loss:  0.306
Epoch  23 Batch  408/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.855, Loss:  0.292
Epoch  23 Batch  409/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.279
Epoch  23 Batch  410/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.294
Epoch  23 Batch  411/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.271
Epoch  23 Batch  412/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.855, Loss:  0.246
Epoch  23 Batch  413/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.855, Loss:  0.257
Epoch  23 Batch  414/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.855, Loss:  0.278
Epoch  23 Batch  415/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.856, Loss:  0.268
Epoch  23 Batch  416/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.858, Loss:  0.253
Epoch  23 Batch  417/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.856, Loss:  0.312
Epoch  23 Batch  418/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.851, Loss:  0.238
Epoch  23 Batch  419/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.852, Loss:  0.284
Epoch  23 Batch  420/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.857, Loss:  0.264
Epoch  23 Batch  421/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.853, Loss:  0.309
Epoch  23 Batch  422/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.266
Epoch  23 Batch  423/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.292
Epoch  23 Batch  424/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.849, Loss:  0.278
Epoch  23 Batch  425/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.853, Loss:  0.257
Epoch  23 Batch  426/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.852, Loss:  0.301
Epoch  23 Batch  427/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.853, Loss:  0.262
Epoch  23 Batch  428/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.848, Loss:  0.259
Epoch  23 Batch  429/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.848, Loss:  0.266
Epoch  23 Batch  430/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.258
Epoch  23 Batch  431/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.847, Loss:  0.259
Epoch  23 Batch  432/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.844, Loss:  0.272
Epoch  23 Batch  433/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.845, Loss:  0.273
Epoch  23 Batch  434/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.253
Epoch  23 Batch  435/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.845, Loss:  0.286
Epoch  23 Batch  436/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.264
Epoch  23 Batch  437/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.851, Loss:  0.277
Epoch  23 Batch  438/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.854, Loss:  0.268
Epoch  23 Batch  439/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.851, Loss:  0.306
Epoch  23 Batch  440/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.847, Loss:  0.279
Epoch  23 Batch  441/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.250
Epoch  23 Batch  442/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.271
Epoch  23 Batch  443/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.845, Loss:  0.273
Epoch  23 Batch  444/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.847, Loss:  0.266
Epoch  23 Batch  445/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.299
Epoch  23 Batch  446/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.856, Loss:  0.229
Epoch  23 Batch  447/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.855, Loss:  0.268
Epoch  23 Batch  448/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.859, Loss:  0.305
Epoch  23 Batch  449/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.858, Loss:  0.266
Epoch  23 Batch  450/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.859, Loss:  0.267
Epoch  23 Batch  451/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.262
Epoch  23 Batch  452/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.286
Epoch  23 Batch  453/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.846, Loss:  0.264
Epoch  23 Batch  454/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.847, Loss:  0.287
Epoch  23 Batch  455/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.846, Loss:  0.271
Epoch  23 Batch  456/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.848, Loss:  0.277
Epoch  23 Batch  457/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.851, Loss:  0.264
Epoch  23 Batch  458/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.848, Loss:  0.274
Epoch  23 Batch  459/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.847, Loss:  0.261
Epoch  23 Batch  460/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.848, Loss:  0.276
Epoch  23 Batch  461/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.271
Epoch  23 Batch  462/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.852, Loss:  0.253
Epoch  23 Batch  463/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.851, Loss:  0.274
Epoch  23 Batch  464/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.846, Loss:  0.275
Epoch  23 Batch  465/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.846, Loss:  0.288
Epoch  23 Batch  466/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.852, Loss:  0.242
Epoch  23 Batch  467/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.855, Loss:  0.276
Epoch  23 Batch  468/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.855, Loss:  0.285
Epoch  23 Batch  469/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.859, Loss:  0.276
Epoch  23 Batch  470/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.855, Loss:  0.302
Epoch  23 Batch  471/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.255
Epoch  23 Batch  472/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.249
Epoch  23 Batch  473/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.854, Loss:  0.287
Epoch  23 Batch  474/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.853, Loss:  0.283
Epoch  23 Batch  475/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.261
Epoch  23 Batch  476/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.860, Loss:  0.276
Epoch  23 Batch  477/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.856, Loss:  0.264
Epoch  23 Batch  478/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.850, Loss:  0.297
Epoch  23 Batch  479/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.855, Loss:  0.288
Epoch  23 Batch  480/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.852, Loss:  0.283
Epoch  23 Batch  481/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.846, Loss:  0.266
Epoch  23 Batch  482/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.842, Loss:  0.294
Epoch  23 Batch  483/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.848, Loss:  0.291
Epoch  23 Batch  484/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.853, Loss:  0.303
Epoch  23 Batch  485/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.855, Loss:  0.266
Epoch  23 Batch  486/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.854, Loss:  0.248
Epoch  23 Batch  487/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.850, Loss:  0.275
Epoch  23 Batch  488/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.852, Loss:  0.261
Epoch  23 Batch  489/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.256
Epoch  23 Batch  490/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.859, Loss:  0.278
Epoch  23 Batch  491/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.284
Epoch  23 Batch  492/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.281
Epoch  23 Batch  493/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.855, Loss:  0.248
Epoch  23 Batch  494/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.850, Loss:  0.266
Epoch  23 Batch  495/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.856, Loss:  0.264
Epoch  23 Batch  496/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.859, Loss:  0.282
Epoch  23 Batch  497/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.860, Loss:  0.291
Epoch  23 Batch  498/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.859, Loss:  0.281
Epoch  23 Batch  499/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.859, Loss:  0.253
Epoch  23 Batch  500/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.858, Loss:  0.254
Epoch  23 Batch  501/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.276
Epoch  23 Batch  502/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.856, Loss:  0.267
Epoch  23 Batch  503/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.852, Loss:  0.267
Epoch  23 Batch  504/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.856, Loss:  0.259
Epoch  23 Batch  505/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.856, Loss:  0.215
Epoch  23 Batch  506/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.853, Loss:  0.277
Epoch  23 Batch  507/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.849, Loss:  0.276
Epoch  23 Batch  508/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.260
Epoch  23 Batch  509/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.860, Loss:  0.284
Epoch  23 Batch  510/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.855, Loss:  0.265
Epoch  23 Batch  511/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.858, Loss:  0.268
Epoch  23 Batch  512/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.254
Epoch  23 Batch  513/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.261
Epoch  23 Batch  514/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.862, Loss:  0.279
Epoch  23 Batch  515/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.861, Loss:  0.271
Epoch  23 Batch  516/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.863, Loss:  0.243
Epoch  23 Batch  517/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.858, Loss:  0.265
Epoch  23 Batch  518/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.259
Epoch  23 Batch  519/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.860, Loss:  0.277
Epoch  23 Batch  520/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.862, Loss:  0.234
Epoch  23 Batch  521/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.862, Loss:  0.267
Epoch  23 Batch  522/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.856, Loss:  0.290
Epoch  23 Batch  523/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.848, Loss:  0.284
Epoch  23 Batch  524/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.848, Loss:  0.283
Epoch  23 Batch  525/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.848, Loss:  0.284
Epoch  23 Batch  526/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.853, Loss:  0.256
Epoch  23 Batch  527/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.272
Epoch  23 Batch  528/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.854, Loss:  0.250
Epoch  23 Batch  529/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.856, Loss:  0.264
Epoch  23 Batch  530/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.855, Loss:  0.281
Epoch  23 Batch  531/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.852, Loss:  0.268
Epoch  23 Batch  532/1077 - Train Accuracy:  0.818, Validation Accuracy:  0.852, Loss:  0.288
Epoch  23 Batch  533/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.849, Loss:  0.303
Epoch  23 Batch  534/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.848, Loss:  0.271
Epoch  23 Batch  535/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.852, Loss:  0.253
Epoch  23 Batch  536/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.851, Loss:  0.263
Epoch  23 Batch  537/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.267
Epoch  23 Batch  538/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.857, Loss:  0.243
Epoch  23 Batch  539/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.857, Loss:  0.298
Epoch  23 Batch  540/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.255
Epoch  23 Batch  541/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.854, Loss:  0.270
Epoch  23 Batch  542/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.851, Loss:  0.277
Epoch  23 Batch  543/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.851, Loss:  0.272
Epoch  23 Batch  544/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.852, Loss:  0.251
Epoch  23 Batch  545/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.857, Loss:  0.265
Epoch  23 Batch  546/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.858, Loss:  0.300
Epoch  23 Batch  547/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.857, Loss:  0.275
Epoch  23 Batch  548/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.269
Epoch  23 Batch  549/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.865, Loss:  0.300
Epoch  23 Batch  550/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.869, Loss:  0.278
Epoch  23 Batch  551/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.869, Loss:  0.297
Epoch  23 Batch  552/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.283
Epoch  23 Batch  553/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.272
Epoch  23 Batch  554/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.864, Loss:  0.268
Epoch  23 Batch  555/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.276
Epoch  23 Batch  556/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.866, Loss:  0.247
Epoch  23 Batch  557/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.866, Loss:  0.270
Epoch  23 Batch  558/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.857, Loss:  0.235
Epoch  23 Batch  559/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.856, Loss:  0.260
Epoch  23 Batch  560/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.853, Loss:  0.269
Epoch  23 Batch  561/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.245
Epoch  23 Batch  562/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.852, Loss:  0.250
Epoch  23 Batch  563/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.854, Loss:  0.301
Epoch  23 Batch  564/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.303
Epoch  23 Batch  565/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.850, Loss:  0.290
Epoch  23 Batch  566/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.313
Epoch  23 Batch  567/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.843, Loss:  0.275
Epoch  23 Batch  568/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.846, Loss:  0.276
Epoch  23 Batch  569/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.846, Loss:  0.283
Epoch  23 Batch  570/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.284
Epoch  23 Batch  571/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.854, Loss:  0.247
Epoch  23 Batch  572/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.855, Loss:  0.260
Epoch  23 Batch  573/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.313
Epoch  23 Batch  574/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.274
Epoch  23 Batch  575/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.852, Loss:  0.274
Epoch  23 Batch  576/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.289
Epoch  23 Batch  577/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.855, Loss:  0.289
Epoch  23 Batch  578/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.854, Loss:  0.305
Epoch  23 Batch  579/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.855, Loss:  0.255
Epoch  23 Batch  580/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.233
Epoch  23 Batch  581/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.853, Loss:  0.251
Epoch  23 Batch  582/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.850, Loss:  0.272
Epoch  23 Batch  583/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.291
Epoch  23 Batch  584/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.855, Loss:  0.283
Epoch  23 Batch  585/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.857, Loss:  0.231
Epoch  23 Batch  586/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.856, Loss:  0.282
Epoch  23 Batch  587/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.261
Epoch  23 Batch  588/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.857, Loss:  0.251
Epoch  23 Batch  589/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.852, Loss:  0.267
Epoch  23 Batch  590/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.853, Loss:  0.292
Epoch  23 Batch  591/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.850, Loss:  0.243
Epoch  23 Batch  592/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.287
Epoch  23 Batch  593/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.286
Epoch  23 Batch  594/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.266
Epoch  23 Batch  595/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.854, Loss:  0.282
Epoch  23 Batch  596/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.855, Loss:  0.278
Epoch  23 Batch  597/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.284
Epoch  23 Batch  598/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.273
Epoch  23 Batch  599/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.854, Loss:  0.322
Epoch  23 Batch  600/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.853, Loss:  0.270
Epoch  23 Batch  601/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.848, Loss:  0.270
Epoch  23 Batch  602/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.854, Loss:  0.258
Epoch  23 Batch  603/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.856, Loss:  0.264
Epoch  23 Batch  604/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.255
Epoch  23 Batch  605/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.851, Loss:  0.282
Epoch  23 Batch  606/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.239
Epoch  23 Batch  607/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.851, Loss:  0.271
Epoch  23 Batch  608/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.854, Loss:  0.293
Epoch  23 Batch  609/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.858, Loss:  0.299
Epoch  23 Batch  610/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.274
Epoch  23 Batch  611/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.862, Loss:  0.286
Epoch  23 Batch  612/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.259
Epoch  23 Batch  613/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.295
Epoch  23 Batch  614/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.860, Loss:  0.270
Epoch  23 Batch  615/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.852, Loss:  0.261
Epoch  23 Batch  616/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.847, Loss:  0.278
Epoch  23 Batch  617/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.270
Epoch  23 Batch  618/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.844, Loss:  0.269
Epoch  23 Batch  619/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.845, Loss:  0.274
Epoch  23 Batch  620/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.847, Loss:  0.243
Epoch  23 Batch  621/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.840, Loss:  0.296
Epoch  23 Batch  622/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.840, Loss:  0.294
Epoch  23 Batch  623/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.843, Loss:  0.270
Epoch  23 Batch  624/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.844, Loss:  0.258
Epoch  23 Batch  625/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.849, Loss:  0.271
Epoch  23 Batch  626/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.238
Epoch  23 Batch  627/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.846, Loss:  0.281
Epoch  23 Batch  628/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.847, Loss:  0.287
Epoch  23 Batch  629/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.853, Loss:  0.285
Epoch  23 Batch  630/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.850, Loss:  0.274
Epoch  23 Batch  631/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.851, Loss:  0.294
Epoch  23 Batch  632/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.851, Loss:  0.250
Epoch  23 Batch  633/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.855, Loss:  0.292
Epoch  23 Batch  634/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.861, Loss:  0.260
Epoch  23 Batch  635/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.861, Loss:  0.287
Epoch  23 Batch  636/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.860, Loss:  0.279
Epoch  23 Batch  637/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.287
Epoch  23 Batch  638/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.854, Loss:  0.273
Epoch  23 Batch  639/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.285
Epoch  23 Batch  640/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.863, Loss:  0.261
Epoch  23 Batch  641/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.260
Epoch  23 Batch  642/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.269
Epoch  23 Batch  643/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.249
Epoch  23 Batch  644/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.268
Epoch  23 Batch  645/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.860, Loss:  0.282
Epoch  23 Batch  646/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.864, Loss:  0.267
Epoch  23 Batch  647/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.867, Loss:  0.258
Epoch  23 Batch  648/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.868, Loss:  0.259
Epoch  23 Batch  649/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.869, Loss:  0.281
Epoch  23 Batch  650/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.868, Loss:  0.261
Epoch  23 Batch  651/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.867, Loss:  0.275
Epoch  23 Batch  652/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.303
Epoch  23 Batch  653/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.867, Loss:  0.277
Epoch  23 Batch  654/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.863, Loss:  0.235
Epoch  23 Batch  655/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.864, Loss:  0.293
Epoch  23 Batch  656/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.863, Loss:  0.268
Epoch  23 Batch  657/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.281
Epoch  23 Batch  658/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.862, Loss:  0.261
Epoch  23 Batch  659/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.860, Loss:  0.273
Epoch  23 Batch  660/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.856, Loss:  0.277
Epoch  23 Batch  661/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.858, Loss:  0.250
Epoch  23 Batch  662/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.855, Loss:  0.263
Epoch  23 Batch  663/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.246
Epoch  23 Batch  664/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.256
Epoch  23 Batch  665/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.264
Epoch  23 Batch  666/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.285
Epoch  23 Batch  667/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.856, Loss:  0.303
Epoch  23 Batch  668/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.849, Loss:  0.258
Epoch  23 Batch  669/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.854, Loss:  0.270
Epoch  23 Batch  670/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.230
Epoch  23 Batch  671/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.863, Loss:  0.297
Epoch  23 Batch  672/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.863, Loss:  0.265
Epoch  23 Batch  673/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.857, Loss:  0.239
Epoch  23 Batch  674/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.859, Loss:  0.256
Epoch  23 Batch  675/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.858, Loss:  0.277
Epoch  23 Batch  676/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.853, Loss:  0.290
Epoch  23 Batch  677/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.866, Loss:  0.284
Epoch  23 Batch  678/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.868, Loss:  0.244
Epoch  23 Batch  679/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.865, Loss:  0.277
Epoch  23 Batch  680/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.859, Loss:  0.254
Epoch  23 Batch  681/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.862, Loss:  0.289
Epoch  23 Batch  682/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.866, Loss:  0.270
Epoch  23 Batch  683/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.266
Epoch  23 Batch  684/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.264
Epoch  23 Batch  685/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.275
Epoch  23 Batch  686/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.863, Loss:  0.263
Epoch  23 Batch  687/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.314
Epoch  23 Batch  688/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.854, Loss:  0.242
Epoch  23 Batch  689/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.851, Loss:  0.255
Epoch  23 Batch  690/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.851, Loss:  0.268
Epoch  23 Batch  691/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.852, Loss:  0.291
Epoch  23 Batch  692/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.849, Loss:  0.254
Epoch  23 Batch  693/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.861, Loss:  0.315
Epoch  23 Batch  694/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.862, Loss:  0.265
Epoch  23 Batch  695/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.862, Loss:  0.245
Epoch  23 Batch  696/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.863, Loss:  0.285
Epoch  23 Batch  697/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.862, Loss:  0.246
Epoch  23 Batch  698/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.862, Loss:  0.255
Epoch  23 Batch  699/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.861, Loss:  0.255
Epoch  23 Batch  700/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.855, Loss:  0.243
Epoch  23 Batch  701/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.263
Epoch  23 Batch  702/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.858, Loss:  0.289
Epoch  23 Batch  703/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.857, Loss:  0.284
Epoch  23 Batch  704/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.853, Loss:  0.298
Epoch  23 Batch  705/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.855, Loss:  0.289
Epoch  23 Batch  706/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.291
Epoch  23 Batch  707/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.852, Loss:  0.267
Epoch  23 Batch  708/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.854, Loss:  0.274
Epoch  23 Batch  709/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.855, Loss:  0.301
Epoch  23 Batch  710/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.857, Loss:  0.251
Epoch  23 Batch  711/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.854, Loss:  0.312
Epoch  23 Batch  712/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.857, Loss:  0.260
Epoch  23 Batch  713/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.251
Epoch  23 Batch  714/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.857, Loss:  0.254
Epoch  23 Batch  715/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.854, Loss:  0.293
Epoch  23 Batch  716/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.860, Loss:  0.259
Epoch  23 Batch  717/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.855, Loss:  0.248
Epoch  23 Batch  718/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.287
Epoch  23 Batch  719/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.857, Loss:  0.256
Epoch  23 Batch  720/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.857, Loss:  0.301
Epoch  23 Batch  721/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.858, Loss:  0.274
Epoch  23 Batch  722/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.858, Loss:  0.264
Epoch  23 Batch  723/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.267
Epoch  23 Batch  724/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.309
Epoch  23 Batch  725/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.865, Loss:  0.238
Epoch  23 Batch  726/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.252
Epoch  23 Batch  727/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.857, Loss:  0.261
Epoch  23 Batch  728/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.858, Loss:  0.272
Epoch  23 Batch  729/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.855, Loss:  0.281
Epoch  23 Batch  730/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.859, Loss:  0.282
Epoch  23 Batch  731/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.859, Loss:  0.272
Epoch  23 Batch  732/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.859, Loss:  0.281
Epoch  23 Batch  733/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.300
Epoch  23 Batch  734/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.857, Loss:  0.284
Epoch  23 Batch  735/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.254
Epoch  23 Batch  736/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.860, Loss:  0.277
Epoch  23 Batch  737/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.861, Loss:  0.280
Epoch  23 Batch  738/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.243
Epoch  23 Batch  739/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.854, Loss:  0.246
Epoch  23 Batch  740/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.258
Epoch  23 Batch  741/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.848, Loss:  0.278
Epoch  23 Batch  742/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.848, Loss:  0.270
Epoch  23 Batch  743/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.849, Loss:  0.284
Epoch  23 Batch  744/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.849, Loss:  0.259
Epoch  23 Batch  745/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.845, Loss:  0.267
Epoch  23 Batch  746/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.843, Loss:  0.272
Epoch  23 Batch  747/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.842, Loss:  0.239
Epoch  23 Batch  748/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.842, Loss:  0.253
Epoch  23 Batch  749/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.842, Loss:  0.276
Epoch  23 Batch  750/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.841, Loss:  0.266
Epoch  23 Batch  751/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.849, Loss:  0.266
Epoch  23 Batch  752/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.848, Loss:  0.260
Epoch  23 Batch  753/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.260
Epoch  23 Batch  754/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.848, Loss:  0.296
Epoch  23 Batch  755/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.278
Epoch  23 Batch  756/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.852, Loss:  0.249
Epoch  23 Batch  757/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.859, Loss:  0.278
Epoch  23 Batch  758/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.859, Loss:  0.247
Epoch  23 Batch  759/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.237
Epoch  23 Batch  760/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.863, Loss:  0.273
Epoch  23 Batch  761/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.863, Loss:  0.272
Epoch  23 Batch  762/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.865, Loss:  0.256
Epoch  23 Batch  763/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.265
Epoch  23 Batch  764/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.865, Loss:  0.257
Epoch  23 Batch  765/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.867, Loss:  0.250
Epoch  23 Batch  766/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.871, Loss:  0.295
Epoch  23 Batch  767/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.872, Loss:  0.255
Epoch  23 Batch  768/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.872, Loss:  0.256
Epoch  23 Batch  769/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.872, Loss:  0.281
Epoch  23 Batch  770/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.871, Loss:  0.267
Epoch  23 Batch  771/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.282
Epoch  23 Batch  772/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.869, Loss:  0.248
Epoch  23 Batch  773/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.869, Loss:  0.248
Epoch  23 Batch  774/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.869, Loss:  0.280
Epoch  23 Batch  775/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.873, Loss:  0.266
Epoch  23 Batch  776/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.859, Loss:  0.253
Epoch  23 Batch  777/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.864, Loss:  0.263
Epoch  23 Batch  778/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.241
Epoch  23 Batch  779/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.861, Loss:  0.270
Epoch  23 Batch  780/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.855, Loss:  0.295
Epoch  23 Batch  781/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.859, Loss:  0.237
Epoch  23 Batch  782/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.257
Epoch  23 Batch  783/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.856, Loss:  0.270
Epoch  23 Batch  784/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.856, Loss:  0.253
Epoch  23 Batch  785/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.857, Loss:  0.251
Epoch  23 Batch  786/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.262
Epoch  23 Batch  787/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.252
Epoch  23 Batch  788/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.860, Loss:  0.250
Epoch  23 Batch  789/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.859, Loss:  0.290
Epoch  23 Batch  790/1077 - Train Accuracy:  0.805, Validation Accuracy:  0.858, Loss:  0.291
Epoch  23 Batch  791/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.859, Loss:  0.283
Epoch  23 Batch  792/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.862, Loss:  0.251
Epoch  23 Batch  793/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.860, Loss:  0.253
Epoch  23 Batch  794/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.863, Loss:  0.288
Epoch  23 Batch  795/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.861, Loss:  0.291
Epoch  23 Batch  796/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.289
Epoch  23 Batch  797/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.268
Epoch  23 Batch  798/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.860, Loss:  0.271
Epoch  23 Batch  799/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.861, Loss:  0.302
Epoch  23 Batch  800/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.855, Loss:  0.267
Epoch  23 Batch  801/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.854, Loss:  0.289
Epoch  23 Batch  802/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.857, Loss:  0.271
Epoch  23 Batch  803/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.855, Loss:  0.285
Epoch  23 Batch  804/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.863, Loss:  0.272
Epoch  23 Batch  805/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.862, Loss:  0.288
Epoch  23 Batch  806/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.265
Epoch  23 Batch  807/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.856, Loss:  0.253
Epoch  23 Batch  808/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.856, Loss:  0.297
Epoch  23 Batch  809/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.858, Loss:  0.293
Epoch  23 Batch  810/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.858, Loss:  0.247
Epoch  23 Batch  811/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.852, Loss:  0.233
Epoch  23 Batch  812/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.855, Loss:  0.285
Epoch  23 Batch  813/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.863, Loss:  0.274
Epoch  23 Batch  814/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.273
Epoch  23 Batch  815/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.276
Epoch  23 Batch  816/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.863, Loss:  0.276
Epoch  23 Batch  817/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.281
Epoch  23 Batch  818/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.855, Loss:  0.284
Epoch  23 Batch  819/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.856, Loss:  0.290
Epoch  23 Batch  820/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.857, Loss:  0.295
Epoch  23 Batch  821/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.857, Loss:  0.275
Epoch  23 Batch  822/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.257
Epoch  23 Batch  823/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.858, Loss:  0.261
Epoch  23 Batch  824/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.858, Loss:  0.247
Epoch  23 Batch  825/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.257
Epoch  23 Batch  826/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.857, Loss:  0.272
Epoch  23 Batch  827/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.300
Epoch  23 Batch  828/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.856, Loss:  0.266
Epoch  23 Batch  829/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.858, Loss:  0.290
Epoch  23 Batch  830/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.858, Loss:  0.262
Epoch  23 Batch  831/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.858, Loss:  0.270
Epoch  23 Batch  832/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.858, Loss:  0.265
Epoch  23 Batch  833/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.858, Loss:  0.258
Epoch  23 Batch  834/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.266
Epoch  23 Batch  835/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.274
Epoch  23 Batch  836/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.853, Loss:  0.278
Epoch  23 Batch  837/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.295
Epoch  23 Batch  838/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.853, Loss:  0.260
Epoch  23 Batch  839/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.860, Loss:  0.249
Epoch  23 Batch  840/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.859, Loss:  0.245
Epoch  23 Batch  841/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.859, Loss:  0.267
Epoch  23 Batch  842/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.859, Loss:  0.261
Epoch  23 Batch  843/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.857, Loss:  0.273
Epoch  23 Batch  844/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.857, Loss:  0.274
Epoch  23 Batch  845/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.857, Loss:  0.260
Epoch  23 Batch  846/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.858, Loss:  0.256
Epoch  23 Batch  847/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.286
Epoch  23 Batch  848/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.857, Loss:  0.266
Epoch  23 Batch  849/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.864, Loss:  0.256
Epoch  23 Batch  850/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.854, Loss:  0.297
Epoch  23 Batch  851/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.853, Loss:  0.272
Epoch  23 Batch  852/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.851, Loss:  0.284
Epoch  23 Batch  853/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.851, Loss:  0.239
Epoch  23 Batch  854/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.855, Loss:  0.269
Epoch  23 Batch  855/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.855, Loss:  0.282
Epoch  23 Batch  856/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.855, Loss:  0.288
Epoch  23 Batch  857/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.252
Epoch  23 Batch  858/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.861, Loss:  0.262
Epoch  23 Batch  859/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.862, Loss:  0.289
Epoch  23 Batch  860/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.860, Loss:  0.278
Epoch  23 Batch  861/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.858, Loss:  0.265
Epoch  23 Batch  862/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.863, Loss:  0.254
Epoch  23 Batch  863/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.862, Loss:  0.261
Epoch  23 Batch  864/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.259
Epoch  23 Batch  865/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.853, Loss:  0.279
Epoch  23 Batch  866/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.853, Loss:  0.264
Epoch  23 Batch  867/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.853, Loss:  0.333
Epoch  23 Batch  868/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.290
Epoch  23 Batch  869/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.854, Loss:  0.270
Epoch  23 Batch  870/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.854, Loss:  0.293
Epoch  23 Batch  871/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.265
Epoch  23 Batch  872/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.862, Loss:  0.253
Epoch  23 Batch  873/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.853, Loss:  0.278
Epoch  23 Batch  874/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.853, Loss:  0.279
Epoch  23 Batch  875/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.862, Loss:  0.266
Epoch  23 Batch  876/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.862, Loss:  0.277
Epoch  23 Batch  877/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.260
Epoch  23 Batch  878/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.866, Loss:  0.273
Epoch  23 Batch  879/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.248
Epoch  23 Batch  880/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.856, Loss:  0.259
Epoch  23 Batch  881/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.281
Epoch  23 Batch  882/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.285
Epoch  23 Batch  883/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.325
Epoch  23 Batch  884/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.857, Loss:  0.265
Epoch  23 Batch  885/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.860, Loss:  0.216
Epoch  23 Batch  886/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.865, Loss:  0.270
Epoch  23 Batch  887/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.860, Loss:  0.292
Epoch  23 Batch  888/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.854, Loss:  0.263
Epoch  23 Batch  889/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.274
Epoch  23 Batch  890/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.849, Loss:  0.255
Epoch  23 Batch  891/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.847, Loss:  0.263
Epoch  23 Batch  892/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.254
Epoch  23 Batch  893/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.268
Epoch  23 Batch  894/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.854, Loss:  0.252
Epoch  23 Batch  895/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.857, Loss:  0.274
Epoch  23 Batch  896/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.291
Epoch  23 Batch  897/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.849, Loss:  0.236
Epoch  23 Batch  898/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.849, Loss:  0.247
Epoch  23 Batch  899/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.853, Loss:  0.263
Epoch  23 Batch  900/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.296
Epoch  23 Batch  901/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.854, Loss:  0.297
Epoch  23 Batch  902/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.848, Loss:  0.283
Epoch  23 Batch  903/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.849, Loss:  0.250
Epoch  23 Batch  904/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.850, Loss:  0.258
Epoch  23 Batch  905/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.857, Loss:  0.264
Epoch  23 Batch  906/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.257
Epoch  23 Batch  907/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.857, Loss:  0.270
Epoch  23 Batch  908/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.278
Epoch  23 Batch  909/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.858, Loss:  0.271
Epoch  23 Batch  910/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.266
Epoch  23 Batch  911/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.857, Loss:  0.243
Epoch  23 Batch  912/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.279
Epoch  23 Batch  913/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.872, Loss:  0.320
Epoch  23 Batch  914/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.872, Loss:  0.282
Epoch  23 Batch  915/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.873, Loss:  0.283
Epoch  23 Batch  916/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.873, Loss:  0.267
Epoch  23 Batch  917/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.262
Epoch  23 Batch  918/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.863, Loss:  0.231
Epoch  23 Batch  919/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.253
Epoch  23 Batch  920/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.868, Loss:  0.279
Epoch  23 Batch  921/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.871, Loss:  0.272
Epoch  23 Batch  922/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.261
Epoch  23 Batch  923/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.861, Loss:  0.268
Epoch  23 Batch  924/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.862, Loss:  0.312
Epoch  23 Batch  925/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.865, Loss:  0.265
Epoch  23 Batch  926/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.865, Loss:  0.271
Epoch  23 Batch  927/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.864, Loss:  0.290
Epoch  23 Batch  928/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.259
Epoch  23 Batch  929/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.283
Epoch  23 Batch  930/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.869, Loss:  0.240
Epoch  23 Batch  931/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.255
Epoch  23 Batch  932/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.862, Loss:  0.260
Epoch  23 Batch  933/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.276
Epoch  23 Batch  934/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.862, Loss:  0.286
Epoch  23 Batch  935/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.271
Epoch  23 Batch  936/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.859, Loss:  0.285
Epoch  23 Batch  937/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.281
Epoch  23 Batch  938/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.286
Epoch  23 Batch  939/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.855, Loss:  0.277
Epoch  23 Batch  940/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.857, Loss:  0.256
Epoch  23 Batch  941/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.856, Loss:  0.251
Epoch  23 Batch  942/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.857, Loss:  0.270
Epoch  23 Batch  943/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.856, Loss:  0.281
Epoch  23 Batch  944/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.857, Loss:  0.266
Epoch  23 Batch  945/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.857, Loss:  0.252
Epoch  23 Batch  946/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.853, Loss:  0.264
Epoch  23 Batch  947/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.854, Loss:  0.298
Epoch  23 Batch  948/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.247
Epoch  23 Batch  949/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.853, Loss:  0.243
Epoch  23 Batch  950/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.250
Epoch  23 Batch  951/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.856, Loss:  0.258
Epoch  23 Batch  952/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.253
Epoch  23 Batch  953/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.855, Loss:  0.257
Epoch  23 Batch  954/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.854, Loss:  0.292
Epoch  23 Batch  955/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.854, Loss:  0.291
Epoch  23 Batch  956/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.850, Loss:  0.246
Epoch  23 Batch  957/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.250
Epoch  23 Batch  958/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.855, Loss:  0.265
Epoch  23 Batch  959/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.855, Loss:  0.244
Epoch  23 Batch  960/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.256
Epoch  23 Batch  961/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.853, Loss:  0.288
Epoch  23 Batch  962/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.848, Loss:  0.250
Epoch  23 Batch  963/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.844, Loss:  0.324
Epoch  23 Batch  964/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.844, Loss:  0.242
Epoch  23 Batch  965/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.844, Loss:  0.289
Epoch  23 Batch  966/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.847, Loss:  0.230
Epoch  23 Batch  967/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.851, Loss:  0.242
Epoch  23 Batch  968/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.857, Loss:  0.302
Epoch  23 Batch  969/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.856, Loss:  0.285
Epoch  23 Batch  970/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.855, Loss:  0.279
Epoch  23 Batch  971/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.851, Loss:  0.261
Epoch  23 Batch  972/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.264
Epoch  23 Batch  973/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.849, Loss:  0.243
Epoch  23 Batch  974/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.854, Loss:  0.266
Epoch  23 Batch  975/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.847, Loss:  0.242
Epoch  23 Batch  976/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.849, Loss:  0.259
Epoch  23 Batch  977/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.244
Epoch  23 Batch  978/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.851, Loss:  0.284
Epoch  23 Batch  979/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.299
Epoch  23 Batch  980/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.248
Epoch  23 Batch  981/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.862, Loss:  0.257
Epoch  23 Batch  982/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.870, Loss:  0.262
Epoch  23 Batch  983/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.863, Loss:  0.285
Epoch  23 Batch  984/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.859, Loss:  0.289
Epoch  23 Batch  985/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.246
Epoch  23 Batch  986/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.269
Epoch  23 Batch  987/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.856, Loss:  0.258
Epoch  23 Batch  988/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.857, Loss:  0.287
Epoch  23 Batch  989/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.857, Loss:  0.289
Epoch  23 Batch  990/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.856, Loss:  0.299
Epoch  23 Batch  991/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.852, Loss:  0.293
Epoch  23 Batch  992/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.269
Epoch  23 Batch  993/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.853, Loss:  0.243
Epoch  23 Batch  994/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.853, Loss:  0.269
Epoch  23 Batch  995/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.854, Loss:  0.260
Epoch  23 Batch  996/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.856, Loss:  0.264
Epoch  23 Batch  997/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.859, Loss:  0.279
Epoch  23 Batch  998/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.255
Epoch  23 Batch  999/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.278
Epoch  23 Batch 1000/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.255
Epoch  23 Batch 1001/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.852, Loss:  0.241
Epoch  23 Batch 1002/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.848, Loss:  0.245
Epoch  23 Batch 1003/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.853, Loss:  0.266
Epoch  23 Batch 1004/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.847, Loss:  0.281
Epoch  23 Batch 1005/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.847, Loss:  0.266
Epoch  23 Batch 1006/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.842, Loss:  0.254
Epoch  23 Batch 1007/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.844, Loss:  0.245
Epoch  23 Batch 1008/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.307
Epoch  23 Batch 1009/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.852, Loss:  0.237
Epoch  23 Batch 1010/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.852, Loss:  0.256
Epoch  23 Batch 1011/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.858, Loss:  0.266
Epoch  23 Batch 1012/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.858, Loss:  0.248
Epoch  23 Batch 1013/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.858, Loss:  0.247
Epoch  23 Batch 1014/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.859, Loss:  0.284
Epoch  23 Batch 1015/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.850, Loss:  0.300
Epoch  23 Batch 1016/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.850, Loss:  0.275
Epoch  23 Batch 1017/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.848, Loss:  0.285
Epoch  23 Batch 1018/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.847, Loss:  0.269
Epoch  23 Batch 1019/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.859, Loss:  0.289
Epoch  23 Batch 1020/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.857, Loss:  0.262
Epoch  23 Batch 1021/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.857, Loss:  0.266
Epoch  23 Batch 1022/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.852, Loss:  0.248
Epoch  23 Batch 1023/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.238
Epoch  23 Batch 1024/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.853, Loss:  0.284
Epoch  23 Batch 1025/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.857, Loss:  0.269
Epoch  23 Batch 1026/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.862, Loss:  0.260
Epoch  23 Batch 1027/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.274
Epoch  23 Batch 1028/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.863, Loss:  0.263
Epoch  23 Batch 1029/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.863, Loss:  0.260
Epoch  23 Batch 1030/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.863, Loss:  0.270
Epoch  23 Batch 1031/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.869, Loss:  0.300
Epoch  23 Batch 1032/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.859, Loss:  0.300
Epoch  23 Batch 1033/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.865, Loss:  0.253
Epoch  23 Batch 1034/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.856, Loss:  0.278
Epoch  23 Batch 1035/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.854, Loss:  0.247
Epoch  23 Batch 1036/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.854, Loss:  0.313
Epoch  23 Batch 1037/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.854, Loss:  0.294
Epoch  23 Batch 1038/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.857, Loss:  0.286
Epoch  23 Batch 1039/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.251
Epoch  23 Batch 1040/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.862, Loss:  0.282
Epoch  23 Batch 1041/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.283
Epoch  23 Batch 1042/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.859, Loss:  0.275
Epoch  23 Batch 1043/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.867, Loss:  0.285
Epoch  23 Batch 1044/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.858, Loss:  0.280
Epoch  23 Batch 1045/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.866, Loss:  0.275
Epoch  23 Batch 1046/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.859, Loss:  0.238
Epoch  23 Batch 1047/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.857, Loss:  0.265
Epoch  23 Batch 1048/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.857, Loss:  0.270
Epoch  23 Batch 1049/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.854, Loss:  0.276
Epoch  23 Batch 1050/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.264
Epoch  23 Batch 1051/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.854, Loss:  0.288
Epoch  23 Batch 1052/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.851, Loss:  0.258
Epoch  23 Batch 1053/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.855, Loss:  0.260
Epoch  23 Batch 1054/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.851, Loss:  0.276
Epoch  23 Batch 1055/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.844, Loss:  0.262
Epoch  23 Batch 1056/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.845, Loss:  0.269
Epoch  23 Batch 1057/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.849, Loss:  0.286
Epoch  23 Batch 1058/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.848, Loss:  0.297
Epoch  23 Batch 1059/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.847, Loss:  0.299
Epoch  23 Batch 1060/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.847, Loss:  0.244
Epoch  23 Batch 1061/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.850, Loss:  0.283
Epoch  23 Batch 1062/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.850, Loss:  0.281
Epoch  23 Batch 1063/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.860, Loss:  0.261
Epoch  23 Batch 1064/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.855, Loss:  0.265
Epoch  23 Batch 1065/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.860, Loss:  0.261
Epoch  23 Batch 1066/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.855, Loss:  0.248
Epoch  23 Batch 1067/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.853, Loss:  0.293
Epoch  23 Batch 1068/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.257
Epoch  23 Batch 1069/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.858, Loss:  0.246
Epoch  23 Batch 1070/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.854, Loss:  0.244
Epoch  23 Batch 1071/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.251
Epoch  23 Batch 1072/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.858, Loss:  0.276
Epoch  23 Batch 1073/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.854, Loss:  0.289
Epoch  23 Batch 1074/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.853, Loss:  0.291
Epoch  23 Batch 1075/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.853, Loss:  0.282
Epoch  24 Batch    0/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.852, Loss:  0.245
Epoch  24 Batch    1/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.846, Loss:  0.261
Epoch  24 Batch    2/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.845, Loss:  0.280
Epoch  24 Batch    3/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.845, Loss:  0.255
Epoch  24 Batch    4/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.847, Loss:  0.268
Epoch  24 Batch    5/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.846, Loss:  0.286
Epoch  24 Batch    6/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.279
Epoch  24 Batch    7/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.862, Loss:  0.254
Epoch  24 Batch    8/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.862, Loss:  0.236
Epoch  24 Batch    9/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.858, Loss:  0.255
Epoch  24 Batch   10/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.854, Loss:  0.281
Epoch  24 Batch   11/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.270
Epoch  24 Batch   12/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.853, Loss:  0.285
Epoch  24 Batch   13/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.852, Loss:  0.283
Epoch  24 Batch   14/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.852, Loss:  0.228
Epoch  24 Batch   15/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.854, Loss:  0.259
Epoch  24 Batch   16/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.854, Loss:  0.260
Epoch  24 Batch   17/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.854, Loss:  0.270
Epoch  24 Batch   18/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.273
Epoch  24 Batch   19/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.855, Loss:  0.266
Epoch  24 Batch   20/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.855, Loss:  0.242
Epoch  24 Batch   21/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.279
Epoch  24 Batch   22/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.855, Loss:  0.279
Epoch  24 Batch   23/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.855, Loss:  0.273
Epoch  24 Batch   24/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.855, Loss:  0.249
Epoch  24 Batch   25/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.855, Loss:  0.256
Epoch  24 Batch   26/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.856, Loss:  0.277
Epoch  24 Batch   27/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.241
Epoch  24 Batch   28/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.846, Loss:  0.284
Epoch  24 Batch   29/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.849, Loss:  0.271
Epoch  24 Batch   30/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.848, Loss:  0.260
Epoch  24 Batch   31/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.844, Loss:  0.261
Epoch  24 Batch   32/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.846, Loss:  0.248
Epoch  24 Batch   33/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.842, Loss:  0.234
Epoch  24 Batch   34/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.841, Loss:  0.280
Epoch  24 Batch   35/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.841, Loss:  0.268
Epoch  24 Batch   36/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.263
Epoch  24 Batch   37/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.850, Loss:  0.269
Epoch  24 Batch   38/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.860, Loss:  0.311
Epoch  24 Batch   39/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.861, Loss:  0.307
Epoch  24 Batch   40/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.858, Loss:  0.253
Epoch  24 Batch   41/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.861, Loss:  0.273
Epoch  24 Batch   42/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.861, Loss:  0.274
Epoch  24 Batch   43/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.861, Loss:  0.241
Epoch  24 Batch   44/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.861, Loss:  0.256
Epoch  24 Batch   45/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.862, Loss:  0.275
Epoch  24 Batch   46/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.862, Loss:  0.286
Epoch  24 Batch   47/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.856, Loss:  0.266
Epoch  24 Batch   48/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.860, Loss:  0.297
Epoch  24 Batch   49/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.288
Epoch  24 Batch   50/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.863, Loss:  0.278
Epoch  24 Batch   51/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.261
Epoch  24 Batch   52/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.861, Loss:  0.271
Epoch  24 Batch   53/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.855, Loss:  0.257
Epoch  24 Batch   54/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.859, Loss:  0.316
Epoch  24 Batch   55/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.854, Loss:  0.260
Epoch  24 Batch   56/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.854, Loss:  0.265
Epoch  24 Batch   57/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.235
Epoch  24 Batch   58/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.859, Loss:  0.272
Epoch  24 Batch   59/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.859, Loss:  0.280
Epoch  24 Batch   60/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.855, Loss:  0.254
Epoch  24 Batch   61/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.856, Loss:  0.273
Epoch  24 Batch   62/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.856, Loss:  0.272
Epoch  24 Batch   63/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.850, Loss:  0.236
Epoch  24 Batch   64/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.260
Epoch  24 Batch   65/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.280
Epoch  24 Batch   66/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.242
Epoch  24 Batch   67/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.858, Loss:  0.271
Epoch  24 Batch   68/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.270
Epoch  24 Batch   69/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.860, Loss:  0.312
Epoch  24 Batch   70/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.858, Loss:  0.270
Epoch  24 Batch   71/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.854, Loss:  0.256
Epoch  24 Batch   72/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.854, Loss:  0.282
Epoch  24 Batch   73/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.857, Loss:  0.277
Epoch  24 Batch   74/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.855, Loss:  0.222
Epoch  24 Batch   75/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.855, Loss:  0.287
Epoch  24 Batch   76/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.855, Loss:  0.240
Epoch  24 Batch   77/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.865, Loss:  0.263
Epoch  24 Batch   78/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.861, Loss:  0.264
Epoch  24 Batch   79/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.867, Loss:  0.274
Epoch  24 Batch   80/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.863, Loss:  0.267
Epoch  24 Batch   81/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.861, Loss:  0.256
Epoch  24 Batch   82/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.862, Loss:  0.250
Epoch  24 Batch   83/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.862, Loss:  0.273
Epoch  24 Batch   84/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.256
Epoch  24 Batch   85/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.247
Epoch  24 Batch   86/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.860, Loss:  0.266
Epoch  24 Batch   87/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.865, Loss:  0.293
Epoch  24 Batch   88/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.865, Loss:  0.286
Epoch  24 Batch   89/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.279
Epoch  24 Batch   90/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.863, Loss:  0.290
Epoch  24 Batch   91/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.862, Loss:  0.235
Epoch  24 Batch   92/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.863, Loss:  0.257
Epoch  24 Batch   93/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.865, Loss:  0.275
Epoch  24 Batch   94/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.868, Loss:  0.258
Epoch  24 Batch   95/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.859, Loss:  0.308
Epoch  24 Batch   96/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.858, Loss:  0.255
Epoch  24 Batch   97/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.857, Loss:  0.272
Epoch  24 Batch   98/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.851, Loss:  0.253
Epoch  24 Batch   99/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.853, Loss:  0.273
Epoch  24 Batch  100/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.855, Loss:  0.292
Epoch  24 Batch  101/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.859, Loss:  0.265
Epoch  24 Batch  102/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.863, Loss:  0.249
Epoch  24 Batch  103/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.869, Loss:  0.312
Epoch  24 Batch  104/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.274
Epoch  24 Batch  105/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.867, Loss:  0.268
Epoch  24 Batch  106/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.315
Epoch  24 Batch  107/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.870, Loss:  0.260
Epoch  24 Batch  108/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.868, Loss:  0.246
Epoch  24 Batch  109/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.869, Loss:  0.259
Epoch  24 Batch  110/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.247
Epoch  24 Batch  111/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.262
Epoch  24 Batch  112/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.865, Loss:  0.257
Epoch  24 Batch  113/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.286
Epoch  24 Batch  114/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.247
Epoch  24 Batch  115/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.277
Epoch  24 Batch  116/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.875, Loss:  0.294
Epoch  24 Batch  117/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.870, Loss:  0.280
Epoch  24 Batch  118/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.871, Loss:  0.292
Epoch  24 Batch  119/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.259
Epoch  24 Batch  120/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.297
Epoch  24 Batch  121/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.854, Loss:  0.261
Epoch  24 Batch  122/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.856, Loss:  0.251
Epoch  24 Batch  123/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.860, Loss:  0.229
Epoch  24 Batch  124/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.857, Loss:  0.278
Epoch  24 Batch  125/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.859, Loss:  0.270
Epoch  24 Batch  126/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.849, Loss:  0.236
Epoch  24 Batch  127/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.254
Epoch  24 Batch  128/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.268
Epoch  24 Batch  129/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.858, Loss:  0.302
Epoch  24 Batch  130/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.852, Loss:  0.227
Epoch  24 Batch  131/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.849, Loss:  0.266
Epoch  24 Batch  132/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.844, Loss:  0.267
Epoch  24 Batch  133/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.848, Loss:  0.250
Epoch  24 Batch  134/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.856, Loss:  0.252
Epoch  24 Batch  135/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.856, Loss:  0.283
Epoch  24 Batch  136/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.279
Epoch  24 Batch  137/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.866, Loss:  0.228
Epoch  24 Batch  138/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.241
Epoch  24 Batch  139/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.277
Epoch  24 Batch  140/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.281
Epoch  24 Batch  141/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.869, Loss:  0.273
Epoch  24 Batch  142/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.870, Loss:  0.247
Epoch  24 Batch  143/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.865, Loss:  0.271
Epoch  24 Batch  144/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.865, Loss:  0.289
Epoch  24 Batch  145/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.862, Loss:  0.276
Epoch  24 Batch  146/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.861, Loss:  0.289
Epoch  24 Batch  147/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.865, Loss:  0.273
Epoch  24 Batch  148/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.864, Loss:  0.276
Epoch  24 Batch  149/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.275
Epoch  24 Batch  150/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.859, Loss:  0.241
Epoch  24 Batch  151/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.859, Loss:  0.237
Epoch  24 Batch  152/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.846, Loss:  0.281
Epoch  24 Batch  153/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.844, Loss:  0.301
Epoch  24 Batch  154/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.273
Epoch  24 Batch  155/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.297
Epoch  24 Batch  156/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.264
Epoch  24 Batch  157/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.280
Epoch  24 Batch  158/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.273
Epoch  24 Batch  159/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.852, Loss:  0.224
Epoch  24 Batch  160/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.854, Loss:  0.243
Epoch  24 Batch  161/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.269
Epoch  24 Batch  162/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.857, Loss:  0.287
Epoch  24 Batch  163/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.853, Loss:  0.310
Epoch  24 Batch  164/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.284
Epoch  24 Batch  165/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.855, Loss:  0.264
Epoch  24 Batch  166/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.846, Loss:  0.287
Epoch  24 Batch  167/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.298
Epoch  24 Batch  168/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.853, Loss:  0.292
Epoch  24 Batch  169/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.859, Loss:  0.273
Epoch  24 Batch  170/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.852, Loss:  0.294
Epoch  24 Batch  171/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.256
Epoch  24 Batch  172/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.850, Loss:  0.266
Epoch  24 Batch  173/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.849, Loss:  0.289
Epoch  24 Batch  174/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.846, Loss:  0.269
Epoch  24 Batch  175/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.846, Loss:  0.266
Epoch  24 Batch  176/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.848, Loss:  0.254
Epoch  24 Batch  177/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.283
Epoch  24 Batch  178/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.843, Loss:  0.254
Epoch  24 Batch  179/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.843, Loss:  0.285
Epoch  24 Batch  180/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.842, Loss:  0.257
Epoch  24 Batch  181/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.851, Loss:  0.291
Epoch  24 Batch  182/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.853, Loss:  0.264
Epoch  24 Batch  183/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.848, Loss:  0.285
Epoch  24 Batch  184/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.848, Loss:  0.255
Epoch  24 Batch  185/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.848, Loss:  0.286
Epoch  24 Batch  186/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.849, Loss:  0.273
Epoch  24 Batch  187/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.851, Loss:  0.243
Epoch  24 Batch  188/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.851, Loss:  0.271
Epoch  24 Batch  189/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.846, Loss:  0.279
Epoch  24 Batch  190/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.846, Loss:  0.274
Epoch  24 Batch  191/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.847, Loss:  0.241
Epoch  24 Batch  192/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.280
Epoch  24 Batch  193/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.852, Loss:  0.251
Epoch  24 Batch  194/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.851, Loss:  0.234
Epoch  24 Batch  195/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.849, Loss:  0.267
Epoch  24 Batch  196/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.273
Epoch  24 Batch  197/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.259
Epoch  24 Batch  198/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.258
Epoch  24 Batch  199/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.853, Loss:  0.258
Epoch  24 Batch  200/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.851, Loss:  0.273
Epoch  24 Batch  201/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.852, Loss:  0.253
Epoch  24 Batch  202/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.852, Loss:  0.287
Epoch  24 Batch  203/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.851, Loss:  0.256
Epoch  24 Batch  204/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.853, Loss:  0.289
Epoch  24 Batch  205/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.850, Loss:  0.278
Epoch  24 Batch  206/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.852, Loss:  0.257
Epoch  24 Batch  207/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.857, Loss:  0.255
Epoch  24 Batch  208/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.862, Loss:  0.290
Epoch  24 Batch  209/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.862, Loss:  0.219
Epoch  24 Batch  210/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.862, Loss:  0.273
Epoch  24 Batch  211/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.861, Loss:  0.259
Epoch  24 Batch  212/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.857, Loss:  0.245
Epoch  24 Batch  213/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.857, Loss:  0.233
Epoch  24 Batch  214/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.856, Loss:  0.264
Epoch  24 Batch  215/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.856, Loss:  0.295
Epoch  24 Batch  216/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.277
Epoch  24 Batch  217/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.850, Loss:  0.251
Epoch  24 Batch  218/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.294
Epoch  24 Batch  219/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.856, Loss:  0.243
Epoch  24 Batch  220/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.851, Loss:  0.270
Epoch  24 Batch  221/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.851, Loss:  0.266
Epoch  24 Batch  222/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.854, Loss:  0.279
Epoch  24 Batch  223/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.851, Loss:  0.235
Epoch  24 Batch  224/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.853, Loss:  0.287
Epoch  24 Batch  225/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.852, Loss:  0.265
Epoch  24 Batch  226/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.852, Loss:  0.272
Epoch  24 Batch  227/1077 - Train Accuracy:  0.809, Validation Accuracy:  0.848, Loss:  0.309
Epoch  24 Batch  228/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.252
Epoch  24 Batch  229/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.855, Loss:  0.289
Epoch  24 Batch  230/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.855, Loss:  0.233
Epoch  24 Batch  231/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.855, Loss:  0.278
Epoch  24 Batch  232/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.855, Loss:  0.270
Epoch  24 Batch  233/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.856, Loss:  0.324
Epoch  24 Batch  234/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.860, Loss:  0.280
Epoch  24 Batch  235/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.864, Loss:  0.263
Epoch  24 Batch  236/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.870, Loss:  0.282
Epoch  24 Batch  237/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.870, Loss:  0.225
Epoch  24 Batch  238/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.249
Epoch  24 Batch  239/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.867, Loss:  0.234
Epoch  24 Batch  240/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.865, Loss:  0.245
Epoch  24 Batch  241/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.865, Loss:  0.236
Epoch  24 Batch  242/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.253
Epoch  24 Batch  243/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.294
Epoch  24 Batch  244/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.864, Loss:  0.285
Epoch  24 Batch  245/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.255
Epoch  24 Batch  246/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.859, Loss:  0.266
Epoch  24 Batch  247/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.859, Loss:  0.246
Epoch  24 Batch  248/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.859, Loss:  0.251
Epoch  24 Batch  249/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.261
Epoch  24 Batch  250/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.864, Loss:  0.239
Epoch  24 Batch  251/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.266
Epoch  24 Batch  252/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.858, Loss:  0.242
Epoch  24 Batch  253/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.858, Loss:  0.256
Epoch  24 Batch  254/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.850, Loss:  0.263
Epoch  24 Batch  255/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.853, Loss:  0.269
Epoch  24 Batch  256/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.310
Epoch  24 Batch  257/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.255
Epoch  24 Batch  258/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.862, Loss:  0.250
Epoch  24 Batch  259/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.248
Epoch  24 Batch  260/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.233
Epoch  24 Batch  261/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.865, Loss:  0.273
Epoch  24 Batch  262/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.256
Epoch  24 Batch  263/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.870, Loss:  0.245
Epoch  24 Batch  264/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.871, Loss:  0.280
Epoch  24 Batch  265/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.871, Loss:  0.273
Epoch  24 Batch  266/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.867, Loss:  0.261
Epoch  24 Batch  267/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.862, Loss:  0.237
Epoch  24 Batch  268/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.270
Epoch  24 Batch  269/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.859, Loss:  0.293
Epoch  24 Batch  270/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.857, Loss:  0.285
Epoch  24 Batch  271/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.252
Epoch  24 Batch  272/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.861, Loss:  0.289
Epoch  24 Batch  273/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.250
Epoch  24 Batch  274/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.857, Loss:  0.268
Epoch  24 Batch  275/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.855, Loss:  0.274
Epoch  24 Batch  276/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.300
Epoch  24 Batch  277/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.868, Loss:  0.233
Epoch  24 Batch  278/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.866, Loss:  0.284
Epoch  24 Batch  279/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.859, Loss:  0.304
Epoch  24 Batch  280/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.849, Loss:  0.283
Epoch  24 Batch  281/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.849, Loss:  0.274
Epoch  24 Batch  282/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.847, Loss:  0.319
Epoch  24 Batch  283/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.847, Loss:  0.285
Epoch  24 Batch  284/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.847, Loss:  0.285
Epoch  24 Batch  285/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.261
Epoch  24 Batch  286/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.854, Loss:  0.249
Epoch  24 Batch  287/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.854, Loss:  0.266
Epoch  24 Batch  288/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.273
Epoch  24 Batch  289/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.276
Epoch  24 Batch  290/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.856, Loss:  0.292
Epoch  24 Batch  291/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.285
Epoch  24 Batch  292/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.857, Loss:  0.266
Epoch  24 Batch  293/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.856, Loss:  0.255
Epoch  24 Batch  294/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.856, Loss:  0.238
Epoch  24 Batch  295/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.291
Epoch  24 Batch  296/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.257
Epoch  24 Batch  297/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.858, Loss:  0.291
Epoch  24 Batch  298/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.863, Loss:  0.311
Epoch  24 Batch  299/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.248
Epoch  24 Batch  300/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.854, Loss:  0.270
Epoch  24 Batch  301/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.855, Loss:  0.259
Epoch  24 Batch  302/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.856, Loss:  0.261
Epoch  24 Batch  303/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.860, Loss:  0.303
Epoch  24 Batch  304/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.239
Epoch  24 Batch  305/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.862, Loss:  0.266
Epoch  24 Batch  306/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.860, Loss:  0.262
Epoch  24 Batch  307/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.867, Loss:  0.258
Epoch  24 Batch  308/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.296
Epoch  24 Batch  309/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.222
Epoch  24 Batch  310/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.858, Loss:  0.297
Epoch  24 Batch  311/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.862, Loss:  0.239
Epoch  24 Batch  312/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.858, Loss:  0.305
Epoch  24 Batch  313/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.862, Loss:  0.256
Epoch  24 Batch  314/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.862, Loss:  0.261
Epoch  24 Batch  315/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.862, Loss:  0.247
Epoch  24 Batch  316/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.857, Loss:  0.251
Epoch  24 Batch  317/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.864, Loss:  0.303
Epoch  24 Batch  318/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.271
Epoch  24 Batch  319/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.865, Loss:  0.262
Epoch  24 Batch  320/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.271
Epoch  24 Batch  321/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.853, Loss:  0.270
Epoch  24 Batch  322/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.842, Loss:  0.239
Epoch  24 Batch  323/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.841, Loss:  0.263
Epoch  24 Batch  324/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.843, Loss:  0.263
Epoch  24 Batch  325/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.852, Loss:  0.257
Epoch  24 Batch  326/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.846, Loss:  0.258
Epoch  24 Batch  327/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.843, Loss:  0.281
Epoch  24 Batch  328/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.847, Loss:  0.291
Epoch  24 Batch  329/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.854, Loss:  0.277
Epoch  24 Batch  330/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.856, Loss:  0.256
Epoch  24 Batch  331/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.855, Loss:  0.279
Epoch  24 Batch  332/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.864, Loss:  0.229
Epoch  24 Batch  333/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.259
Epoch  24 Batch  334/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.257
Epoch  24 Batch  335/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.242
Epoch  24 Batch  336/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.852, Loss:  0.301
Epoch  24 Batch  337/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.853, Loss:  0.283
Epoch  24 Batch  338/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.855, Loss:  0.306
Epoch  24 Batch  339/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.851, Loss:  0.236
Epoch  24 Batch  340/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.847, Loss:  0.254
Epoch  24 Batch  341/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.850, Loss:  0.323
Epoch  24 Batch  342/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.254
Epoch  24 Batch  343/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.856, Loss:  0.267
Epoch  24 Batch  344/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.855, Loss:  0.269
Epoch  24 Batch  345/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.856, Loss:  0.273
Epoch  24 Batch  346/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.856, Loss:  0.275
Epoch  24 Batch  347/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.854, Loss:  0.256
Epoch  24 Batch  348/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.250
Epoch  24 Batch  349/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.853, Loss:  0.277
Epoch  24 Batch  350/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.854, Loss:  0.276
Epoch  24 Batch  351/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.857, Loss:  0.273
Epoch  24 Batch  352/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.861, Loss:  0.261
Epoch  24 Batch  353/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.858, Loss:  0.298
Epoch  24 Batch  354/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.857, Loss:  0.318
Epoch  24 Batch  355/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.864, Loss:  0.282
Epoch  24 Batch  356/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.860, Loss:  0.261
Epoch  24 Batch  357/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.863, Loss:  0.266
Epoch  24 Batch  358/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.859, Loss:  0.289
Epoch  24 Batch  359/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.269
Epoch  24 Batch  360/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.862, Loss:  0.261
Epoch  24 Batch  361/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.862, Loss:  0.286
Epoch  24 Batch  362/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.860, Loss:  0.262
Epoch  24 Batch  363/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.848, Loss:  0.296
Epoch  24 Batch  364/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.849, Loss:  0.304
Epoch  24 Batch  365/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.850, Loss:  0.250
Epoch  24 Batch  366/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.852, Loss:  0.269
Epoch  24 Batch  367/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.854, Loss:  0.228
Epoch  24 Batch  368/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.269
Epoch  24 Batch  369/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.864, Loss:  0.255
Epoch  24 Batch  370/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.857, Loss:  0.284
Epoch  24 Batch  371/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.854, Loss:  0.252
Epoch  24 Batch  372/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.853, Loss:  0.246
Epoch  24 Batch  373/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.856, Loss:  0.262
Epoch  24 Batch  374/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.863, Loss:  0.293
Epoch  24 Batch  375/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.255
Epoch  24 Batch  376/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.856, Loss:  0.259
Epoch  24 Batch  377/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.850, Loss:  0.275
Epoch  24 Batch  378/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.850, Loss:  0.251
Epoch  24 Batch  379/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.850, Loss:  0.278
Epoch  24 Batch  380/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.864, Loss:  0.261
Epoch  24 Batch  381/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.862, Loss:  0.270
Epoch  24 Batch  382/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.858, Loss:  0.304
Epoch  24 Batch  383/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.858, Loss:  0.261
Epoch  24 Batch  384/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.261
Epoch  24 Batch  385/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.858, Loss:  0.263
Epoch  24 Batch  386/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.858, Loss:  0.266
Epoch  24 Batch  387/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.862, Loss:  0.251
Epoch  24 Batch  388/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.859, Loss:  0.265
Epoch  24 Batch  389/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.276
Epoch  24 Batch  390/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.856, Loss:  0.304
Epoch  24 Batch  391/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.856, Loss:  0.259
Epoch  24 Batch  392/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.257
Epoch  24 Batch  393/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.253
Epoch  24 Batch  394/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.268
Epoch  24 Batch  395/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.859, Loss:  0.247
Epoch  24 Batch  396/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.859, Loss:  0.266
Epoch  24 Batch  397/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.859, Loss:  0.270
Epoch  24 Batch  398/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.281
Epoch  24 Batch  399/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.857, Loss:  0.262
Epoch  24 Batch  400/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.856, Loss:  0.284
Epoch  24 Batch  401/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.845, Loss:  0.263
Epoch  24 Batch  402/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.847, Loss:  0.247
Epoch  24 Batch  403/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.847, Loss:  0.297
Epoch  24 Batch  404/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.243
Epoch  24 Batch  405/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.848, Loss:  0.275
Epoch  24 Batch  406/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.848, Loss:  0.257
Epoch  24 Batch  407/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.850, Loss:  0.282
Epoch  24 Batch  408/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.848, Loss:  0.293
Epoch  24 Batch  409/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.848, Loss:  0.307
Epoch  24 Batch  410/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.848, Loss:  0.293
Epoch  24 Batch  411/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.846, Loss:  0.249
Epoch  24 Batch  412/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.850, Loss:  0.247
Epoch  24 Batch  413/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.851, Loss:  0.261
Epoch  24 Batch  414/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.847, Loss:  0.262
Epoch  24 Batch  415/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.852, Loss:  0.272
Epoch  24 Batch  416/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.851, Loss:  0.265
Epoch  24 Batch  417/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.319
Epoch  24 Batch  418/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.853, Loss:  0.243
Epoch  24 Batch  419/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.848, Loss:  0.262
Epoch  24 Batch  420/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.852, Loss:  0.247
Epoch  24 Batch  421/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.854, Loss:  0.273
Epoch  24 Batch  422/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.850, Loss:  0.242
Epoch  24 Batch  423/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.844, Loss:  0.286
Epoch  24 Batch  424/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.845, Loss:  0.279
Epoch  24 Batch  425/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.842, Loss:  0.261
Epoch  24 Batch  426/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.843, Loss:  0.277
Epoch  24 Batch  427/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.846, Loss:  0.245
Epoch  24 Batch  428/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.846, Loss:  0.262
Epoch  24 Batch  429/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.848, Loss:  0.261
Epoch  24 Batch  430/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.848, Loss:  0.257
Epoch  24 Batch  431/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.852, Loss:  0.243
Epoch  24 Batch  432/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.851, Loss:  0.258
Epoch  24 Batch  433/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.860, Loss:  0.274
Epoch  24 Batch  434/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.860, Loss:  0.266
Epoch  24 Batch  435/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.856, Loss:  0.273
Epoch  24 Batch  436/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.851, Loss:  0.249
Epoch  24 Batch  437/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.850, Loss:  0.269
Epoch  24 Batch  438/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.846, Loss:  0.282
Epoch  24 Batch  439/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.846, Loss:  0.281
Epoch  24 Batch  440/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.842, Loss:  0.263
Epoch  24 Batch  441/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.843, Loss:  0.251
Epoch  24 Batch  442/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.841, Loss:  0.255
Epoch  24 Batch  443/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.841, Loss:  0.249
Epoch  24 Batch  444/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.840, Loss:  0.240
Epoch  24 Batch  445/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.843, Loss:  0.266
Epoch  24 Batch  446/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.844, Loss:  0.228
Epoch  24 Batch  447/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.844, Loss:  0.288
Epoch  24 Batch  448/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.841, Loss:  0.305
Epoch  24 Batch  449/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.851, Loss:  0.289
Epoch  24 Batch  450/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.858, Loss:  0.267
Epoch  24 Batch  451/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.846, Loss:  0.256
Epoch  24 Batch  452/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.835, Loss:  0.275
Epoch  24 Batch  453/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.836, Loss:  0.263
Epoch  24 Batch  454/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.838, Loss:  0.278
Epoch  24 Batch  455/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.844, Loss:  0.258
Epoch  24 Batch  456/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.837, Loss:  0.257
Epoch  24 Batch  457/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.840, Loss:  0.263
Epoch  24 Batch  458/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.263
Epoch  24 Batch  459/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.853, Loss:  0.258
Epoch  24 Batch  460/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.256
Epoch  24 Batch  461/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.849, Loss:  0.264
Epoch  24 Batch  462/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.854, Loss:  0.255
Epoch  24 Batch  463/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.855, Loss:  0.285
Epoch  24 Batch  464/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.274
Epoch  24 Batch  465/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.855, Loss:  0.289
Epoch  24 Batch  466/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.849, Loss:  0.238
Epoch  24 Batch  467/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.852, Loss:  0.279
Epoch  24 Batch  468/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.852, Loss:  0.252
Epoch  24 Batch  469/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.856, Loss:  0.265
Epoch  24 Batch  470/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.858, Loss:  0.283
Epoch  24 Batch  471/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.856, Loss:  0.238
Epoch  24 Batch  472/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.852, Loss:  0.255
Epoch  24 Batch  473/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.852, Loss:  0.280
Epoch  24 Batch  474/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.852, Loss:  0.274
Epoch  24 Batch  475/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.855, Loss:  0.253
Epoch  24 Batch  476/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.855, Loss:  0.252
Epoch  24 Batch  477/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.857, Loss:  0.257
Epoch  24 Batch  478/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.843, Loss:  0.284
Epoch  24 Batch  479/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.846, Loss:  0.292
Epoch  24 Batch  480/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.848, Loss:  0.269
Epoch  24 Batch  481/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.847, Loss:  0.254
Epoch  24 Batch  482/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.844, Loss:  0.300
Epoch  24 Batch  483/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.852, Loss:  0.268
Epoch  24 Batch  484/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.858, Loss:  0.278
Epoch  24 Batch  485/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.274
Epoch  24 Batch  486/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.855, Loss:  0.243
Epoch  24 Batch  487/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.261
Epoch  24 Batch  488/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.859, Loss:  0.258
Epoch  24 Batch  489/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.249
Epoch  24 Batch  490/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.860, Loss:  0.264
Epoch  24 Batch  491/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.859, Loss:  0.270
Epoch  24 Batch  492/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.854, Loss:  0.273
Epoch  24 Batch  493/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.851, Loss:  0.254
Epoch  24 Batch  494/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.851, Loss:  0.254
Epoch  24 Batch  495/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.847, Loss:  0.259
Epoch  24 Batch  496/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.855, Loss:  0.281
Epoch  24 Batch  497/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.855, Loss:  0.289
Epoch  24 Batch  498/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.856, Loss:  0.263
Epoch  24 Batch  499/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.852, Loss:  0.230
Epoch  24 Batch  500/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.852, Loss:  0.252
Epoch  24 Batch  501/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.857, Loss:  0.266
Epoch  24 Batch  502/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.857, Loss:  0.259
Epoch  24 Batch  503/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.850, Loss:  0.261
Epoch  24 Batch  504/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.845, Loss:  0.272
Epoch  24 Batch  505/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.853, Loss:  0.219
Epoch  24 Batch  506/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.266
Epoch  24 Batch  507/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.257
Epoch  24 Batch  508/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.856, Loss:  0.255
Epoch  24 Batch  509/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.852, Loss:  0.286
Epoch  24 Batch  510/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.857, Loss:  0.262
Epoch  24 Batch  511/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.267
Epoch  24 Batch  512/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.865, Loss:  0.244
Epoch  24 Batch  513/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.268
Epoch  24 Batch  514/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.858, Loss:  0.285
Epoch  24 Batch  515/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.272
Epoch  24 Batch  516/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.845, Loss:  0.247
Epoch  24 Batch  517/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.853, Loss:  0.272
Epoch  24 Batch  518/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.853, Loss:  0.256
Epoch  24 Batch  519/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.279
Epoch  24 Batch  520/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.853, Loss:  0.224
Epoch  24 Batch  521/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.850, Loss:  0.268
Epoch  24 Batch  522/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.855, Loss:  0.300
Epoch  24 Batch  523/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.859, Loss:  0.257
Epoch  24 Batch  524/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.864, Loss:  0.285
Epoch  24 Batch  525/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.861, Loss:  0.277
Epoch  24 Batch  526/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.860, Loss:  0.247
Epoch  24 Batch  527/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.860, Loss:  0.266
Epoch  24 Batch  528/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.859, Loss:  0.258
Epoch  24 Batch  529/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.859, Loss:  0.261
Epoch  24 Batch  530/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.860, Loss:  0.273
Epoch  24 Batch  531/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.860, Loss:  0.260
Epoch  24 Batch  532/1077 - Train Accuracy:  0.820, Validation Accuracy:  0.861, Loss:  0.278
Epoch  24 Batch  533/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.862, Loss:  0.295
Epoch  24 Batch  534/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.270
Epoch  24 Batch  535/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.862, Loss:  0.258
Epoch  24 Batch  536/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.856, Loss:  0.251
Epoch  24 Batch  537/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.855, Loss:  0.246
Epoch  24 Batch  538/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.854, Loss:  0.249
Epoch  24 Batch  539/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.855, Loss:  0.307
Epoch  24 Batch  540/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.859, Loss:  0.248
Epoch  24 Batch  541/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.858, Loss:  0.257
Epoch  24 Batch  542/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.858, Loss:  0.261
Epoch  24 Batch  543/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.863, Loss:  0.269
Epoch  24 Batch  544/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.255
Epoch  24 Batch  545/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.286
Epoch  24 Batch  546/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.868, Loss:  0.280
Epoch  24 Batch  547/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.866, Loss:  0.256
Epoch  24 Batch  548/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.865, Loss:  0.294
Epoch  24 Batch  549/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.861, Loss:  0.293
Epoch  24 Batch  550/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.860, Loss:  0.281
Epoch  24 Batch  551/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.864, Loss:  0.276
Epoch  24 Batch  552/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.284
Epoch  24 Batch  553/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.293
Epoch  24 Batch  554/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.269
Epoch  24 Batch  555/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.862, Loss:  0.273
Epoch  24 Batch  556/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.869, Loss:  0.255
Epoch  24 Batch  557/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.243
Epoch  24 Batch  558/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.874, Loss:  0.250
Epoch  24 Batch  559/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.269
Epoch  24 Batch  560/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.870, Loss:  0.269
Epoch  24 Batch  561/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.868, Loss:  0.238
Epoch  24 Batch  562/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.867, Loss:  0.240
Epoch  24 Batch  563/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.871, Loss:  0.296
Epoch  24 Batch  564/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.875, Loss:  0.285
Epoch  24 Batch  565/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.277
Epoch  24 Batch  566/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.868, Loss:  0.303
Epoch  24 Batch  567/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.273
Epoch  24 Batch  568/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.278
Epoch  24 Batch  569/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.270
Epoch  24 Batch  570/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.868, Loss:  0.277
Epoch  24 Batch  571/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.858, Loss:  0.250
Epoch  24 Batch  572/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.856, Loss:  0.261
Epoch  24 Batch  573/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.852, Loss:  0.272
Epoch  24 Batch  574/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.857, Loss:  0.276
Epoch  24 Batch  575/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.274
Epoch  24 Batch  576/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.860, Loss:  0.263
Epoch  24 Batch  577/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.866, Loss:  0.259
Epoch  24 Batch  578/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.867, Loss:  0.278
Epoch  24 Batch  579/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.868, Loss:  0.261
Epoch  24 Batch  580/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.241
Epoch  24 Batch  581/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.866, Loss:  0.239
Epoch  24 Batch  582/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.865, Loss:  0.264
Epoch  24 Batch  583/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.862, Loss:  0.293
Epoch  24 Batch  584/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.860, Loss:  0.255
Epoch  24 Batch  585/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.233
Epoch  24 Batch  586/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.870, Loss:  0.264
Epoch  24 Batch  587/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.279
Epoch  24 Batch  588/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.250
Epoch  24 Batch  589/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.865, Loss:  0.258
Epoch  24 Batch  590/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.865, Loss:  0.287
Epoch  24 Batch  591/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.865, Loss:  0.244
Epoch  24 Batch  592/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.269
Epoch  24 Batch  593/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.858, Loss:  0.271
Epoch  24 Batch  594/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.858, Loss:  0.265
Epoch  24 Batch  595/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.858, Loss:  0.283
Epoch  24 Batch  596/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.272
Epoch  24 Batch  597/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.863, Loss:  0.275
Epoch  24 Batch  598/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.870, Loss:  0.287
Epoch  24 Batch  599/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.871, Loss:  0.313
Epoch  24 Batch  600/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.870, Loss:  0.258
Epoch  24 Batch  601/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.870, Loss:  0.280
Epoch  24 Batch  602/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.870, Loss:  0.276
Epoch  24 Batch  603/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.871, Loss:  0.252
Epoch  24 Batch  604/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.303
Epoch  24 Batch  605/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.313
Epoch  24 Batch  606/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.863, Loss:  0.237
Epoch  24 Batch  607/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.863, Loss:  0.259
Epoch  24 Batch  608/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.858, Loss:  0.286
Epoch  24 Batch  609/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.276
Epoch  24 Batch  610/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.280
Epoch  24 Batch  611/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.269
Epoch  24 Batch  612/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.858, Loss:  0.249
Epoch  24 Batch  613/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.858, Loss:  0.283
Epoch  24 Batch  614/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.261
Epoch  24 Batch  615/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.858, Loss:  0.273
Epoch  24 Batch  616/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.853, Loss:  0.277
Epoch  24 Batch  617/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.865, Loss:  0.256
Epoch  24 Batch  618/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.869, Loss:  0.271
Epoch  24 Batch  619/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.866, Loss:  0.270
Epoch  24 Batch  620/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.247
Epoch  24 Batch  621/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.866, Loss:  0.277
Epoch  24 Batch  622/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.867, Loss:  0.284
Epoch  24 Batch  623/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.867, Loss:  0.293
Epoch  24 Batch  624/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.259
Epoch  24 Batch  625/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.865, Loss:  0.261
Epoch  24 Batch  626/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.867, Loss:  0.223
Epoch  24 Batch  627/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.866, Loss:  0.265
Epoch  24 Batch  628/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.870, Loss:  0.293
Epoch  24 Batch  629/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.871, Loss:  0.279
Epoch  24 Batch  630/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.868, Loss:  0.264
Epoch  24 Batch  631/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.868, Loss:  0.262
Epoch  24 Batch  632/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.868, Loss:  0.271
Epoch  24 Batch  633/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.865, Loss:  0.279
Epoch  24 Batch  634/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.867, Loss:  0.248
Epoch  24 Batch  635/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.295
Epoch  24 Batch  636/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.862, Loss:  0.249
Epoch  24 Batch  637/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.277
Epoch  24 Batch  638/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.262
Epoch  24 Batch  639/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.862, Loss:  0.274
Epoch  24 Batch  640/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.863, Loss:  0.239
Epoch  24 Batch  641/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.265
Epoch  24 Batch  642/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.873, Loss:  0.268
Epoch  24 Batch  643/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.246
Epoch  24 Batch  644/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.252
Epoch  24 Batch  645/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.870, Loss:  0.258
Epoch  24 Batch  646/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.265
Epoch  24 Batch  647/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.877, Loss:  0.259
Epoch  24 Batch  648/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.875, Loss:  0.260
Epoch  24 Batch  649/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.876, Loss:  0.267
Epoch  24 Batch  650/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.876, Loss:  0.262
Epoch  24 Batch  651/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.880, Loss:  0.259
Epoch  24 Batch  652/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.267
Epoch  24 Batch  653/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.285
Epoch  24 Batch  654/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.243
Epoch  24 Batch  655/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.869, Loss:  0.278
Epoch  24 Batch  656/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.868, Loss:  0.277
Epoch  24 Batch  657/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.862, Loss:  0.293
Epoch  24 Batch  658/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.246
Epoch  24 Batch  659/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.862, Loss:  0.265
Epoch  24 Batch  660/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.863, Loss:  0.257
Epoch  24 Batch  661/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.864, Loss:  0.225
Epoch  24 Batch  662/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.859, Loss:  0.232
Epoch  24 Batch  663/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.244
Epoch  24 Batch  664/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.854, Loss:  0.262
Epoch  24 Batch  665/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.854, Loss:  0.264
Epoch  24 Batch  666/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.259
Epoch  24 Batch  667/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.854, Loss:  0.298
Epoch  24 Batch  668/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.251
Epoch  24 Batch  669/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.855, Loss:  0.240
Epoch  24 Batch  670/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.855, Loss:  0.248
Epoch  24 Batch  671/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.860, Loss:  0.296
Epoch  24 Batch  672/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.867, Loss:  0.265
Epoch  24 Batch  673/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.865, Loss:  0.260
Epoch  24 Batch  674/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.870, Loss:  0.247
Epoch  24 Batch  675/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.873, Loss:  0.278
Epoch  24 Batch  676/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.265
Epoch  24 Batch  677/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.873, Loss:  0.304
Epoch  24 Batch  678/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.871, Loss:  0.236
Epoch  24 Batch  679/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.860, Loss:  0.278
Epoch  24 Batch  680/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.866, Loss:  0.241
Epoch  24 Batch  681/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.861, Loss:  0.292
Epoch  24 Batch  682/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.854, Loss:  0.260
Epoch  24 Batch  683/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.257
Epoch  24 Batch  684/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.264
Epoch  24 Batch  685/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.294
Epoch  24 Batch  686/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.868, Loss:  0.269
Epoch  24 Batch  687/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.863, Loss:  0.294
Epoch  24 Batch  688/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.869, Loss:  0.248
Epoch  24 Batch  689/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.868, Loss:  0.237
Epoch  24 Batch  690/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.870, Loss:  0.274
Epoch  24 Batch  691/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.865, Loss:  0.293
Epoch  24 Batch  692/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.865, Loss:  0.285
Epoch  24 Batch  693/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.863, Loss:  0.300
Epoch  24 Batch  694/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.864, Loss:  0.264
Epoch  24 Batch  695/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.249
Epoch  24 Batch  696/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.872, Loss:  0.299
Epoch  24 Batch  697/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.263
Epoch  24 Batch  698/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.256
Epoch  24 Batch  699/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.263
Epoch  24 Batch  700/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.868, Loss:  0.231
Epoch  24 Batch  701/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.868, Loss:  0.269
Epoch  24 Batch  702/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.293
Epoch  24 Batch  703/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.287
Epoch  24 Batch  704/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.865, Loss:  0.284
Epoch  24 Batch  705/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.865, Loss:  0.259
Epoch  24 Batch  706/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.866, Loss:  0.282
Epoch  24 Batch  707/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.269
Epoch  24 Batch  708/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.869, Loss:  0.266
Epoch  24 Batch  709/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.869, Loss:  0.293
Epoch  24 Batch  710/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.874, Loss:  0.246
Epoch  24 Batch  711/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.878, Loss:  0.304
Epoch  24 Batch  712/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.872, Loss:  0.256
Epoch  24 Batch  713/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.245
Epoch  24 Batch  714/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.871, Loss:  0.275
Epoch  24 Batch  715/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.868, Loss:  0.293
Epoch  24 Batch  716/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.871, Loss:  0.227
Epoch  24 Batch  717/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.860, Loss:  0.252
Epoch  24 Batch  718/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.861, Loss:  0.253
Epoch  24 Batch  719/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.861, Loss:  0.242
Epoch  24 Batch  720/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.863, Loss:  0.290
Epoch  24 Batch  721/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.862, Loss:  0.273
Epoch  24 Batch  722/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.862, Loss:  0.259
Epoch  24 Batch  723/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.863, Loss:  0.263
Epoch  24 Batch  724/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.859, Loss:  0.287
Epoch  24 Batch  725/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.232
Epoch  24 Batch  726/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.244
Epoch  24 Batch  727/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.862, Loss:  0.235
Epoch  24 Batch  728/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.863, Loss:  0.272
Epoch  24 Batch  729/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.865, Loss:  0.286
Epoch  24 Batch  730/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.866, Loss:  0.280
Epoch  24 Batch  731/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.865, Loss:  0.279
Epoch  24 Batch  732/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.861, Loss:  0.277
Epoch  24 Batch  733/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.862, Loss:  0.279
Epoch  24 Batch  734/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.275
Epoch  24 Batch  735/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.256
Epoch  24 Batch  736/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.871, Loss:  0.255
Epoch  24 Batch  737/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.870, Loss:  0.297
Epoch  24 Batch  738/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.240
Epoch  24 Batch  739/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.864, Loss:  0.244
Epoch  24 Batch  740/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.865, Loss:  0.260
Epoch  24 Batch  741/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.866, Loss:  0.288
Epoch  24 Batch  742/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.258
Epoch  24 Batch  743/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.866, Loss:  0.281
Epoch  24 Batch  744/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.247
Epoch  24 Batch  745/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.871, Loss:  0.256
Epoch  24 Batch  746/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.871, Loss:  0.275
Epoch  24 Batch  747/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.872, Loss:  0.233
Epoch  24 Batch  748/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.872, Loss:  0.236
Epoch  24 Batch  749/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.871, Loss:  0.262
Epoch  24 Batch  750/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.868, Loss:  0.269
Epoch  24 Batch  751/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.865, Loss:  0.265
Epoch  24 Batch  752/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.865, Loss:  0.231
Epoch  24 Batch  753/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.271
Epoch  24 Batch  754/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.864, Loss:  0.291
Epoch  24 Batch  755/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.243
Epoch  24 Batch  756/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.868, Loss:  0.265
Epoch  24 Batch  757/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.307
Epoch  24 Batch  758/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.867, Loss:  0.246
Epoch  24 Batch  759/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.220
Epoch  24 Batch  760/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.870, Loss:  0.292
Epoch  24 Batch  761/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.870, Loss:  0.245
Epoch  24 Batch  762/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.870, Loss:  0.249
Epoch  24 Batch  763/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.871, Loss:  0.249
Epoch  24 Batch  764/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.274
Epoch  24 Batch  765/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.251
Epoch  24 Batch  766/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.867, Loss:  0.284
Epoch  24 Batch  767/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.868, Loss:  0.260
Epoch  24 Batch  768/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.866, Loss:  0.257
Epoch  24 Batch  769/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.263
Epoch  24 Batch  770/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.873, Loss:  0.251
Epoch  24 Batch  771/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.280
Epoch  24 Batch  772/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.877, Loss:  0.266
Epoch  24 Batch  773/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.875, Loss:  0.237
Epoch  24 Batch  774/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.289
Epoch  24 Batch  775/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.867, Loss:  0.281
Epoch  24 Batch  776/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.872, Loss:  0.252
Epoch  24 Batch  777/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.872, Loss:  0.276
Epoch  24 Batch  778/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.868, Loss:  0.241
Epoch  24 Batch  779/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.868, Loss:  0.270
Epoch  24 Batch  780/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.874, Loss:  0.286
Epoch  24 Batch  781/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.867, Loss:  0.238
Epoch  24 Batch  782/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.262
Epoch  24 Batch  783/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.263
Epoch  24 Batch  784/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.866, Loss:  0.254
Epoch  24 Batch  785/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.859, Loss:  0.241
Epoch  24 Batch  786/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.858, Loss:  0.272
Epoch  24 Batch  787/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.864, Loss:  0.246
Epoch  24 Batch  788/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.862, Loss:  0.249
Epoch  24 Batch  789/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.266
Epoch  24 Batch  790/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.857, Loss:  0.292
Epoch  24 Batch  791/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.280
Epoch  24 Batch  792/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.261
Epoch  24 Batch  793/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.265
Epoch  24 Batch  794/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.870, Loss:  0.253
Epoch  24 Batch  795/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.873, Loss:  0.276
Epoch  24 Batch  796/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.272
Epoch  24 Batch  797/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.871, Loss:  0.252
Epoch  24 Batch  798/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.873, Loss:  0.281
Epoch  24 Batch  799/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.868, Loss:  0.305
Epoch  24 Batch  800/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.867, Loss:  0.248
Epoch  24 Batch  801/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.867, Loss:  0.265
Epoch  24 Batch  802/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.866, Loss:  0.269
Epoch  24 Batch  803/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.866, Loss:  0.261
Epoch  24 Batch  804/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.861, Loss:  0.272
Epoch  24 Batch  805/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.867, Loss:  0.283
Epoch  24 Batch  806/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.865, Loss:  0.249
Epoch  24 Batch  807/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.859, Loss:  0.255
Epoch  24 Batch  808/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.278
Epoch  24 Batch  809/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.864, Loss:  0.297
Epoch  24 Batch  810/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.870, Loss:  0.234
Epoch  24 Batch  811/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.226
Epoch  24 Batch  812/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.872, Loss:  0.289
Epoch  24 Batch  813/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.871, Loss:  0.259
Epoch  24 Batch  814/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.275
Epoch  24 Batch  815/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.870, Loss:  0.269
Epoch  24 Batch  816/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.870, Loss:  0.277
Epoch  24 Batch  817/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.293
Epoch  24 Batch  818/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.871, Loss:  0.258
Epoch  24 Batch  819/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.872, Loss:  0.243
Epoch  24 Batch  820/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.867, Loss:  0.279
Epoch  24 Batch  821/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.867, Loss:  0.263
Epoch  24 Batch  822/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.866, Loss:  0.278
Epoch  24 Batch  823/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.867, Loss:  0.258
Epoch  24 Batch  824/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.863, Loss:  0.248
Epoch  24 Batch  825/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.867, Loss:  0.262
Epoch  24 Batch  826/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.867, Loss:  0.241
Epoch  24 Batch  827/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.862, Loss:  0.263
Epoch  24 Batch  828/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.257
Epoch  24 Batch  829/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.856, Loss:  0.303
Epoch  24 Batch  830/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.856, Loss:  0.279
Epoch  24 Batch  831/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.857, Loss:  0.260
Epoch  24 Batch  832/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.270
Epoch  24 Batch  833/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.858, Loss:  0.289
Epoch  24 Batch  834/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.269
Epoch  24 Batch  835/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.856, Loss:  0.278
Epoch  24 Batch  836/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.853, Loss:  0.272
Epoch  24 Batch  837/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.847, Loss:  0.301
Epoch  24 Batch  838/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.848, Loss:  0.267
Epoch  24 Batch  839/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.847, Loss:  0.253
Epoch  24 Batch  840/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.857, Loss:  0.248
Epoch  24 Batch  841/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.857, Loss:  0.261
Epoch  24 Batch  842/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.254
Epoch  24 Batch  843/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.866, Loss:  0.250
Epoch  24 Batch  844/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.253
Epoch  24 Batch  845/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.866, Loss:  0.248
Epoch  24 Batch  846/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.866, Loss:  0.270
Epoch  24 Batch  847/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.288
Epoch  24 Batch  848/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.864, Loss:  0.265
Epoch  24 Batch  849/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.863, Loss:  0.255
Epoch  24 Batch  850/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.863, Loss:  0.289
Epoch  24 Batch  851/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.863, Loss:  0.267
Epoch  24 Batch  852/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.859, Loss:  0.279
Epoch  24 Batch  853/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.864, Loss:  0.251
Epoch  24 Batch  854/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.864, Loss:  0.283
Epoch  24 Batch  855/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.868, Loss:  0.281
Epoch  24 Batch  856/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.867, Loss:  0.276
Epoch  24 Batch  857/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.245
Epoch  24 Batch  858/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.242
Epoch  24 Batch  859/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.274
Epoch  24 Batch  860/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.865, Loss:  0.242
Epoch  24 Batch  861/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.271
Epoch  24 Batch  862/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.266
Epoch  24 Batch  863/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.861, Loss:  0.252
Epoch  24 Batch  864/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.861, Loss:  0.257
Epoch  24 Batch  865/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.862, Loss:  0.268
Epoch  24 Batch  866/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.285
Epoch  24 Batch  867/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.852, Loss:  0.316
Epoch  24 Batch  868/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.850, Loss:  0.279
Epoch  24 Batch  869/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.852, Loss:  0.270
Epoch  24 Batch  870/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.851, Loss:  0.290
Epoch  24 Batch  871/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.851, Loss:  0.254
Epoch  24 Batch  872/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.852, Loss:  0.240
Epoch  24 Batch  873/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.848, Loss:  0.268
Epoch  24 Batch  874/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.848, Loss:  0.277
Epoch  24 Batch  875/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.848, Loss:  0.259
Epoch  24 Batch  876/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.853, Loss:  0.268
Epoch  24 Batch  877/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.253
Epoch  24 Batch  878/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.852, Loss:  0.265
Epoch  24 Batch  879/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.852, Loss:  0.236
Epoch  24 Batch  880/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.851, Loss:  0.266
Epoch  24 Batch  881/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.856, Loss:  0.271
Epoch  24 Batch  882/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.851, Loss:  0.287
Epoch  24 Batch  883/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.856, Loss:  0.318
Epoch  24 Batch  884/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.247
Epoch  24 Batch  885/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.860, Loss:  0.233
Epoch  24 Batch  886/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.860, Loss:  0.272
Epoch  24 Batch  887/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.859, Loss:  0.267
Epoch  24 Batch  888/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.242
Epoch  24 Batch  889/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.261
Epoch  24 Batch  890/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.863, Loss:  0.246
Epoch  24 Batch  891/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.863, Loss:  0.270
Epoch  24 Batch  892/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.858, Loss:  0.234
Epoch  24 Batch  893/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.857, Loss:  0.272
Epoch  24 Batch  894/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.852, Loss:  0.231
Epoch  24 Batch  895/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.853, Loss:  0.264
Epoch  24 Batch  896/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.849, Loss:  0.280
Epoch  24 Batch  897/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.854, Loss:  0.230
Epoch  24 Batch  898/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.243
Epoch  24 Batch  899/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.265
Epoch  24 Batch  900/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.860, Loss:  0.281
Epoch  24 Batch  901/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.865, Loss:  0.282
Epoch  24 Batch  902/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.865, Loss:  0.278
Epoch  24 Batch  903/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.865, Loss:  0.259
Epoch  24 Batch  904/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.252
Epoch  24 Batch  905/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.870, Loss:  0.267
Epoch  24 Batch  906/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.262
Epoch  24 Batch  907/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.246
Epoch  24 Batch  908/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.280
Epoch  24 Batch  909/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.869, Loss:  0.271
Epoch  24 Batch  910/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.865, Loss:  0.245
Epoch  24 Batch  911/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.859, Loss:  0.232
Epoch  24 Batch  912/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.860, Loss:  0.273
Epoch  24 Batch  913/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.859, Loss:  0.296
Epoch  24 Batch  914/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.859, Loss:  0.265
Epoch  24 Batch  915/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.858, Loss:  0.282
Epoch  24 Batch  916/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.867, Loss:  0.253
Epoch  24 Batch  917/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.863, Loss:  0.257
Epoch  24 Batch  918/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.858, Loss:  0.245
Epoch  24 Batch  919/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.859, Loss:  0.248
Epoch  24 Batch  920/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.859, Loss:  0.288
Epoch  24 Batch  921/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.286
Epoch  24 Batch  922/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.855, Loss:  0.244
Epoch  24 Batch  923/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.860, Loss:  0.274
Epoch  24 Batch  924/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.859, Loss:  0.303
Epoch  24 Batch  925/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.863, Loss:  0.251
Epoch  24 Batch  926/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.863, Loss:  0.283
Epoch  24 Batch  927/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.864, Loss:  0.279
Epoch  24 Batch  928/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.861, Loss:  0.269
Epoch  24 Batch  929/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.865, Loss:  0.285
Epoch  24 Batch  930/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.260
Epoch  24 Batch  931/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.273
Epoch  24 Batch  932/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.260
Epoch  24 Batch  933/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.273
Epoch  24 Batch  934/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.871, Loss:  0.283
Epoch  24 Batch  935/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.261
Epoch  24 Batch  936/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.869, Loss:  0.268
Epoch  24 Batch  937/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.304
Epoch  24 Batch  938/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.284
Epoch  24 Batch  939/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.864, Loss:  0.294
Epoch  24 Batch  940/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.265
Epoch  24 Batch  941/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.861, Loss:  0.246
Epoch  24 Batch  942/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.272
Epoch  24 Batch  943/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.855, Loss:  0.253
Epoch  24 Batch  944/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.857, Loss:  0.253
Epoch  24 Batch  945/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.857, Loss:  0.248
Epoch  24 Batch  946/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.861, Loss:  0.268
Epoch  24 Batch  947/1077 - Train Accuracy:  0.816, Validation Accuracy:  0.859, Loss:  0.282
Epoch  24 Batch  948/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.850, Loss:  0.265
Epoch  24 Batch  949/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.854, Loss:  0.234
Epoch  24 Batch  950/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.855, Loss:  0.250
Epoch  24 Batch  951/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.860, Loss:  0.252
Epoch  24 Batch  952/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.249
Epoch  24 Batch  953/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.860, Loss:  0.247
Epoch  24 Batch  954/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.861, Loss:  0.280
Epoch  24 Batch  955/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.867, Loss:  0.267
Epoch  24 Batch  956/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.260
Epoch  24 Batch  957/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.859, Loss:  0.261
Epoch  24 Batch  958/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.855, Loss:  0.252
Epoch  24 Batch  959/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.247
Epoch  24 Batch  960/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.236
Epoch  24 Batch  961/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.866, Loss:  0.300
Epoch  24 Batch  962/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.273
Epoch  24 Batch  963/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.870, Loss:  0.297
Epoch  24 Batch  964/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.266
Epoch  24 Batch  965/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.871, Loss:  0.278
Epoch  24 Batch  966/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.873, Loss:  0.234
Epoch  24 Batch  967/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.874, Loss:  0.266
Epoch  24 Batch  968/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.879, Loss:  0.278
Epoch  24 Batch  969/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.312
Epoch  24 Batch  970/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.291
Epoch  24 Batch  971/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.277
Epoch  24 Batch  972/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.873, Loss:  0.263
Epoch  24 Batch  973/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.871, Loss:  0.251
Epoch  24 Batch  974/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.871, Loss:  0.275
Epoch  24 Batch  975/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.872, Loss:  0.264
Epoch  24 Batch  976/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.871, Loss:  0.247
Epoch  24 Batch  977/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.869, Loss:  0.235
Epoch  24 Batch  978/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.869, Loss:  0.273
Epoch  24 Batch  979/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.870, Loss:  0.295
Epoch  24 Batch  980/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.869, Loss:  0.267
Epoch  24 Batch  981/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.874, Loss:  0.289
Epoch  24 Batch  982/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.874, Loss:  0.256
Epoch  24 Batch  983/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.874, Loss:  0.283
Epoch  24 Batch  984/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.870, Loss:  0.284
Epoch  24 Batch  985/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.870, Loss:  0.245
Epoch  24 Batch  986/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.865, Loss:  0.260
Epoch  24 Batch  987/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.253
Epoch  24 Batch  988/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.859, Loss:  0.268
Epoch  24 Batch  989/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.863, Loss:  0.276
Epoch  24 Batch  990/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.863, Loss:  0.285
Epoch  24 Batch  991/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.859, Loss:  0.277
Epoch  24 Batch  992/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.267
Epoch  24 Batch  993/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.242
Epoch  24 Batch  994/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.865, Loss:  0.250
Epoch  24 Batch  995/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.253
Epoch  24 Batch  996/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.865, Loss:  0.258
Epoch  24 Batch  997/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.860, Loss:  0.268
Epoch  24 Batch  998/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.860, Loss:  0.266
Epoch  24 Batch  999/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.860, Loss:  0.269
Epoch  24 Batch 1000/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.243
Epoch  24 Batch 1001/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.860, Loss:  0.245
Epoch  24 Batch 1002/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.859, Loss:  0.236
Epoch  24 Batch 1003/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.859, Loss:  0.264
Epoch  24 Batch 1004/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.856, Loss:  0.287
Epoch  24 Batch 1005/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.861, Loss:  0.250
Epoch  24 Batch 1006/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.859, Loss:  0.237
Epoch  24 Batch 1007/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.236
Epoch  24 Batch 1008/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.863, Loss:  0.278
Epoch  24 Batch 1009/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.863, Loss:  0.231
Epoch  24 Batch 1010/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.871, Loss:  0.260
Epoch  24 Batch 1011/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.264
Epoch  24 Batch 1012/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.870, Loss:  0.249
Epoch  24 Batch 1013/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.860, Loss:  0.260
Epoch  24 Batch 1014/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.858, Loss:  0.272
Epoch  24 Batch 1015/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.859, Loss:  0.295
Epoch  24 Batch 1016/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.854, Loss:  0.287
Epoch  24 Batch 1017/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.277
Epoch  24 Batch 1018/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.863, Loss:  0.243
Epoch  24 Batch 1019/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.863, Loss:  0.282
Epoch  24 Batch 1020/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.863, Loss:  0.230
Epoch  24 Batch 1021/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.858, Loss:  0.249
Epoch  24 Batch 1022/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.855, Loss:  0.248
Epoch  24 Batch 1023/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.850, Loss:  0.234
Epoch  24 Batch 1024/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.858, Loss:  0.298
Epoch  24 Batch 1025/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.858, Loss:  0.282
Epoch  24 Batch 1026/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.853, Loss:  0.242
Epoch  24 Batch 1027/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.862, Loss:  0.300
Epoch  24 Batch 1028/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.861, Loss:  0.253
Epoch  24 Batch 1029/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.862, Loss:  0.254
Epoch  24 Batch 1030/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.866, Loss:  0.274
Epoch  24 Batch 1031/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.866, Loss:  0.306
Epoch  24 Batch 1032/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.298
Epoch  24 Batch 1033/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.870, Loss:  0.239
Epoch  24 Batch 1034/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.264
Epoch  24 Batch 1035/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.875, Loss:  0.234
Epoch  24 Batch 1036/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.868, Loss:  0.296
Epoch  24 Batch 1037/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.865, Loss:  0.283
Epoch  24 Batch 1038/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.869, Loss:  0.263
Epoch  24 Batch 1039/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.862, Loss:  0.260
Epoch  24 Batch 1040/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.863, Loss:  0.278
Epoch  24 Batch 1041/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.859, Loss:  0.290
Epoch  24 Batch 1042/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.857, Loss:  0.251
Epoch  24 Batch 1043/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.853, Loss:  0.278
Epoch  24 Batch 1044/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.853, Loss:  0.248
Epoch  24 Batch 1045/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.853, Loss:  0.273
Epoch  24 Batch 1046/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.849, Loss:  0.218
Epoch  24 Batch 1047/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.858, Loss:  0.264
Epoch  24 Batch 1048/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.860, Loss:  0.269
Epoch  24 Batch 1049/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.285
Epoch  24 Batch 1050/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.860, Loss:  0.253
Epoch  24 Batch 1051/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.254
Epoch  24 Batch 1052/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.865, Loss:  0.231
Epoch  24 Batch 1053/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.263
Epoch  24 Batch 1054/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.866, Loss:  0.252
Epoch  24 Batch 1055/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.244
Epoch  24 Batch 1056/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.864, Loss:  0.236
Epoch  24 Batch 1057/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.864, Loss:  0.289
Epoch  24 Batch 1058/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.868, Loss:  0.298
Epoch  24 Batch 1059/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.868, Loss:  0.306
Epoch  24 Batch 1060/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.233
Epoch  24 Batch 1061/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.868, Loss:  0.283
Epoch  24 Batch 1062/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.253
Epoch  24 Batch 1063/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.866, Loss:  0.254
Epoch  24 Batch 1064/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.862, Loss:  0.254
Epoch  24 Batch 1065/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.252
Epoch  24 Batch 1066/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.867, Loss:  0.249
Epoch  24 Batch 1067/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.866, Loss:  0.268
Epoch  24 Batch 1068/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.856, Loss:  0.249
Epoch  24 Batch 1069/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.856, Loss:  0.235
Epoch  24 Batch 1070/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.856, Loss:  0.267
Epoch  24 Batch 1071/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.852, Loss:  0.255
Epoch  24 Batch 1072/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.862, Loss:  0.268
Epoch  24 Batch 1073/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.862, Loss:  0.266
Epoch  24 Batch 1074/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.860, Loss:  0.301
Epoch  24 Batch 1075/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.295
Epoch  25 Batch    0/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.859, Loss:  0.245
Epoch  25 Batch    1/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.268
Epoch  25 Batch    2/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.870, Loss:  0.278
Epoch  25 Batch    3/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.865, Loss:  0.257
Epoch  25 Batch    4/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.263
Epoch  25 Batch    5/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.865, Loss:  0.297
Epoch  25 Batch    6/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.865, Loss:  0.275
Epoch  25 Batch    7/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.864, Loss:  0.236
Epoch  25 Batch    8/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.863, Loss:  0.249
Epoch  25 Batch    9/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.860, Loss:  0.258
Epoch  25 Batch   10/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.859, Loss:  0.277
Epoch  25 Batch   11/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.860, Loss:  0.285
Epoch  25 Batch   12/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.861, Loss:  0.286
Epoch  25 Batch   13/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.862, Loss:  0.284
Epoch  25 Batch   14/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.866, Loss:  0.225
Epoch  25 Batch   15/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.867, Loss:  0.245
Epoch  25 Batch   16/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.266
Epoch  25 Batch   17/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.863, Loss:  0.253
Epoch  25 Batch   18/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.868, Loss:  0.274
Epoch  25 Batch   19/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.870, Loss:  0.269
Epoch  25 Batch   20/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.866, Loss:  0.228
Epoch  25 Batch   21/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.259
Epoch  25 Batch   22/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.264
Epoch  25 Batch   23/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.258
Epoch  25 Batch   24/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.253
Epoch  25 Batch   25/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.243
Epoch  25 Batch   26/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.870, Loss:  0.275
Epoch  25 Batch   27/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.871, Loss:  0.238
Epoch  25 Batch   28/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.868, Loss:  0.258
Epoch  25 Batch   29/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.868, Loss:  0.247
Epoch  25 Batch   30/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.254
Epoch  25 Batch   31/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.867, Loss:  0.260
Epoch  25 Batch   32/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.867, Loss:  0.237
Epoch  25 Batch   33/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.868, Loss:  0.236
Epoch  25 Batch   34/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.869, Loss:  0.259
Epoch  25 Batch   35/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.868, Loss:  0.254
Epoch  25 Batch   36/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.864, Loss:  0.260
Epoch  25 Batch   37/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.863, Loss:  0.258
Epoch  25 Batch   38/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.863, Loss:  0.294
Epoch  25 Batch   39/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.863, Loss:  0.287
Epoch  25 Batch   40/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.278
Epoch  25 Batch   41/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.865, Loss:  0.260
Epoch  25 Batch   42/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.866, Loss:  0.286
Epoch  25 Batch   43/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.270
Epoch  25 Batch   44/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.864, Loss:  0.245
Epoch  25 Batch   45/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.863, Loss:  0.266
Epoch  25 Batch   46/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.868, Loss:  0.269
Epoch  25 Batch   47/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.867, Loss:  0.280
Epoch  25 Batch   48/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.867, Loss:  0.299
Epoch  25 Batch   49/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.278
Epoch  25 Batch   50/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.862, Loss:  0.260
Epoch  25 Batch   51/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.263
Epoch  25 Batch   52/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.264
Epoch  25 Batch   53/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.865, Loss:  0.253
Epoch  25 Batch   54/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.859, Loss:  0.294
Epoch  25 Batch   55/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.249
Epoch  25 Batch   56/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.855, Loss:  0.234
Epoch  25 Batch   57/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.254
Epoch  25 Batch   58/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.263
Epoch  25 Batch   59/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.852, Loss:  0.288
Epoch  25 Batch   60/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.856, Loss:  0.245
Epoch  25 Batch   61/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.851, Loss:  0.293
Epoch  25 Batch   62/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.851, Loss:  0.263
Epoch  25 Batch   63/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.850, Loss:  0.239
Epoch  25 Batch   64/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.849, Loss:  0.244
Epoch  25 Batch   65/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.850, Loss:  0.271
Epoch  25 Batch   66/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.849, Loss:  0.240
Epoch  25 Batch   67/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.850, Loss:  0.259
Epoch  25 Batch   68/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.851, Loss:  0.276
Epoch  25 Batch   69/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.848, Loss:  0.295
Epoch  25 Batch   70/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.848, Loss:  0.265
Epoch  25 Batch   71/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.862, Loss:  0.242
Epoch  25 Batch   72/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.259
Epoch  25 Batch   73/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.848, Loss:  0.288
Epoch  25 Batch   74/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.853, Loss:  0.231
Epoch  25 Batch   75/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.858, Loss:  0.289
Epoch  25 Batch   76/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.858, Loss:  0.231
Epoch  25 Batch   77/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.862, Loss:  0.257
Epoch  25 Batch   78/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.862, Loss:  0.252
Epoch  25 Batch   79/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.862, Loss:  0.261
Epoch  25 Batch   80/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.862, Loss:  0.269
Epoch  25 Batch   81/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.867, Loss:  0.256
Epoch  25 Batch   82/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.854, Loss:  0.247
Epoch  25 Batch   83/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.860, Loss:  0.296
Epoch  25 Batch   84/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.869, Loss:  0.257
Epoch  25 Batch   85/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.247
Epoch  25 Batch   86/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.264
Epoch  25 Batch   87/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.879, Loss:  0.295
Epoch  25 Batch   88/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.878, Loss:  0.279
Epoch  25 Batch   89/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.878, Loss:  0.266
Epoch  25 Batch   90/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.281
Epoch  25 Batch   91/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.877, Loss:  0.212
Epoch  25 Batch   92/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.260
Epoch  25 Batch   93/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.267
Epoch  25 Batch   94/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.869, Loss:  0.236
Epoch  25 Batch   95/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.285
Epoch  25 Batch   96/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.866, Loss:  0.262
Epoch  25 Batch   97/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.862, Loss:  0.262
Epoch  25 Batch   98/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.861, Loss:  0.242
Epoch  25 Batch   99/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.862, Loss:  0.256
Epoch  25 Batch  100/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.862, Loss:  0.262
Epoch  25 Batch  101/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.862, Loss:  0.280
Epoch  25 Batch  102/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.857, Loss:  0.234
Epoch  25 Batch  103/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.870, Loss:  0.301
Epoch  25 Batch  104/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.868, Loss:  0.266
Epoch  25 Batch  105/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.270
Epoch  25 Batch  106/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.878, Loss:  0.304
Epoch  25 Batch  107/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.873, Loss:  0.262
Epoch  25 Batch  108/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.872, Loss:  0.227
Epoch  25 Batch  109/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.872, Loss:  0.261
Epoch  25 Batch  110/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.239
Epoch  25 Batch  111/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.872, Loss:  0.275
Epoch  25 Batch  112/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.874, Loss:  0.255
Epoch  25 Batch  113/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.875, Loss:  0.277
Epoch  25 Batch  114/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.257
Epoch  25 Batch  115/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.278
Epoch  25 Batch  116/1077 - Train Accuracy:  0.813, Validation Accuracy:  0.866, Loss:  0.269
Epoch  25 Batch  117/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.274
Epoch  25 Batch  118/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.873, Loss:  0.281
Epoch  25 Batch  119/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.874, Loss:  0.257
Epoch  25 Batch  120/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.290
Epoch  25 Batch  121/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.872, Loss:  0.258
Epoch  25 Batch  122/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.877, Loss:  0.245
Epoch  25 Batch  123/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.221
Epoch  25 Batch  124/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.270
Epoch  25 Batch  125/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.866, Loss:  0.274
Epoch  25 Batch  126/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.856, Loss:  0.239
Epoch  25 Batch  127/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.857, Loss:  0.262
Epoch  25 Batch  128/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.858, Loss:  0.244
Epoch  25 Batch  129/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.279
Epoch  25 Batch  130/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.857, Loss:  0.255
Epoch  25 Batch  131/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.249
Epoch  25 Batch  132/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.850, Loss:  0.265
Epoch  25 Batch  133/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.249
Epoch  25 Batch  134/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.851, Loss:  0.244
Epoch  25 Batch  135/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.851, Loss:  0.278
Epoch  25 Batch  136/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.847, Loss:  0.258
Epoch  25 Batch  137/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.852, Loss:  0.228
Epoch  25 Batch  138/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.852, Loss:  0.241
Epoch  25 Batch  139/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.852, Loss:  0.273
Epoch  25 Batch  140/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.848, Loss:  0.286
Epoch  25 Batch  141/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.849, Loss:  0.256
Epoch  25 Batch  142/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.244
Epoch  25 Batch  143/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.858, Loss:  0.254
Epoch  25 Batch  144/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.864, Loss:  0.305
Epoch  25 Batch  145/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.864, Loss:  0.273
Epoch  25 Batch  146/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.863, Loss:  0.292
Epoch  25 Batch  147/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.863, Loss:  0.290
Epoch  25 Batch  148/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.866, Loss:  0.267
Epoch  25 Batch  149/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.272
Epoch  25 Batch  150/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.865, Loss:  0.261
Epoch  25 Batch  151/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.864, Loss:  0.250
Epoch  25 Batch  152/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.295
Epoch  25 Batch  153/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.864, Loss:  0.274
Epoch  25 Batch  154/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.865, Loss:  0.275
Epoch  25 Batch  155/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.255
Epoch  25 Batch  156/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.871, Loss:  0.247
Epoch  25 Batch  157/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.870, Loss:  0.263
Epoch  25 Batch  158/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.870, Loss:  0.285
Epoch  25 Batch  159/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.870, Loss:  0.218
Epoch  25 Batch  160/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.870, Loss:  0.233
Epoch  25 Batch  161/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.868, Loss:  0.263
Epoch  25 Batch  162/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.286
Epoch  25 Batch  163/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.291
Epoch  25 Batch  164/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.869, Loss:  0.280
Epoch  25 Batch  165/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.868, Loss:  0.246
Epoch  25 Batch  166/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.861, Loss:  0.287
Epoch  25 Batch  167/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.264
Epoch  25 Batch  168/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.292
Epoch  25 Batch  169/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.862, Loss:  0.280
Epoch  25 Batch  170/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.851, Loss:  0.283
Epoch  25 Batch  171/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.249
Epoch  25 Batch  172/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.853, Loss:  0.234
Epoch  25 Batch  173/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.853, Loss:  0.264
Epoch  25 Batch  174/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.853, Loss:  0.264
Epoch  25 Batch  175/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.852, Loss:  0.259
Epoch  25 Batch  176/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.853, Loss:  0.270
Epoch  25 Batch  177/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.853, Loss:  0.292
Epoch  25 Batch  178/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.849, Loss:  0.257
Epoch  25 Batch  179/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.849, Loss:  0.260
Epoch  25 Batch  180/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.850, Loss:  0.248
Epoch  25 Batch  181/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.857, Loss:  0.289
Epoch  25 Batch  182/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.278
Epoch  25 Batch  183/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.854, Loss:  0.270
Epoch  25 Batch  184/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.860, Loss:  0.248
Epoch  25 Batch  185/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.858, Loss:  0.261
Epoch  25 Batch  186/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.862, Loss:  0.259
Epoch  25 Batch  187/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.862, Loss:  0.250
Epoch  25 Batch  188/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.256
Epoch  25 Batch  189/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.262
Epoch  25 Batch  190/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.861, Loss:  0.257
Epoch  25 Batch  191/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.863, Loss:  0.230
Epoch  25 Batch  192/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.863, Loss:  0.284
Epoch  25 Batch  193/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.867, Loss:  0.263
Epoch  25 Batch  194/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.229
Epoch  25 Batch  195/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.864, Loss:  0.240
Epoch  25 Batch  196/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.272
Epoch  25 Batch  197/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.862, Loss:  0.252
Epoch  25 Batch  198/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.260
Epoch  25 Batch  199/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.864, Loss:  0.245
Epoch  25 Batch  200/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.857, Loss:  0.260
Epoch  25 Batch  201/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.853, Loss:  0.230
Epoch  25 Batch  202/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.859, Loss:  0.275
Epoch  25 Batch  203/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.862, Loss:  0.249
Epoch  25 Batch  204/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.861, Loss:  0.307
Epoch  25 Batch  205/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.866, Loss:  0.266
Epoch  25 Batch  206/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.870, Loss:  0.246
Epoch  25 Batch  207/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.871, Loss:  0.250
Epoch  25 Batch  208/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.874, Loss:  0.280
Epoch  25 Batch  209/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.874, Loss:  0.218
Epoch  25 Batch  210/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.264
Epoch  25 Batch  211/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.269
Epoch  25 Batch  212/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.883, Loss:  0.246
Epoch  25 Batch  213/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.882, Loss:  0.233
Epoch  25 Batch  214/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.237
Epoch  25 Batch  215/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.881, Loss:  0.289
Epoch  25 Batch  216/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.264
Epoch  25 Batch  217/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.261
Epoch  25 Batch  218/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.875, Loss:  0.307
Epoch  25 Batch  219/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.869, Loss:  0.247
Epoch  25 Batch  220/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.868, Loss:  0.251
Epoch  25 Batch  221/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.257
Epoch  25 Batch  222/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.873, Loss:  0.274
Epoch  25 Batch  223/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.877, Loss:  0.222
Epoch  25 Batch  224/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.883, Loss:  0.273
Epoch  25 Batch  225/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.878, Loss:  0.273
Epoch  25 Batch  226/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.881, Loss:  0.243
Epoch  25 Batch  227/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.876, Loss:  0.288
Epoch  25 Batch  228/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.880, Loss:  0.246
Epoch  25 Batch  229/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.876, Loss:  0.261
Epoch  25 Batch  230/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.876, Loss:  0.230
Epoch  25 Batch  231/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.872, Loss:  0.273
Epoch  25 Batch  232/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.256
Epoch  25 Batch  233/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.872, Loss:  0.298
Epoch  25 Batch  234/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.870, Loss:  0.266
Epoch  25 Batch  235/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.870, Loss:  0.258
Epoch  25 Batch  236/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.868, Loss:  0.281
Epoch  25 Batch  237/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.867, Loss:  0.239
Epoch  25 Batch  238/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.869, Loss:  0.260
Epoch  25 Batch  239/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.874, Loss:  0.229
Epoch  25 Batch  240/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.874, Loss:  0.232
Epoch  25 Batch  241/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.874, Loss:  0.236
Epoch  25 Batch  242/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.249
Epoch  25 Batch  243/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.870, Loss:  0.279
Epoch  25 Batch  244/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.266
Epoch  25 Batch  245/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.868, Loss:  0.236
Epoch  25 Batch  246/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.262
Epoch  25 Batch  247/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.871, Loss:  0.248
Epoch  25 Batch  248/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.251
Epoch  25 Batch  249/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.878, Loss:  0.263
Epoch  25 Batch  250/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.874, Loss:  0.232
Epoch  25 Batch  251/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.879, Loss:  0.264
Epoch  25 Batch  252/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.874, Loss:  0.269
Epoch  25 Batch  253/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.874, Loss:  0.245
Epoch  25 Batch  254/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.257
Epoch  25 Batch  255/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.873, Loss:  0.283
Epoch  25 Batch  256/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.875, Loss:  0.306
Epoch  25 Batch  257/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.875, Loss:  0.256
Epoch  25 Batch  258/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.871, Loss:  0.256
Epoch  25 Batch  259/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.250
Epoch  25 Batch  260/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.868, Loss:  0.226
Epoch  25 Batch  261/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.868, Loss:  0.253
Epoch  25 Batch  262/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.872, Loss:  0.241
Epoch  25 Batch  263/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.868, Loss:  0.232
Epoch  25 Batch  264/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.258
Epoch  25 Batch  265/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.865, Loss:  0.245
Epoch  25 Batch  266/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.865, Loss:  0.255
Epoch  25 Batch  267/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.870, Loss:  0.245
Epoch  25 Batch  268/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.872, Loss:  0.266
Epoch  25 Batch  269/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.871, Loss:  0.290
Epoch  25 Batch  270/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.874, Loss:  0.265
Epoch  25 Batch  271/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.239
Epoch  25 Batch  272/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.860, Loss:  0.314
Epoch  25 Batch  273/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.860, Loss:  0.246
Epoch  25 Batch  274/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.246
Epoch  25 Batch  275/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.875, Loss:  0.245
Epoch  25 Batch  276/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.875, Loss:  0.294
Epoch  25 Batch  277/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.869, Loss:  0.227
Epoch  25 Batch  278/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.859, Loss:  0.288
Epoch  25 Batch  279/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.858, Loss:  0.313
Epoch  25 Batch  280/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.857, Loss:  0.273
Epoch  25 Batch  281/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.281
Epoch  25 Batch  282/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.282
Epoch  25 Batch  283/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.862, Loss:  0.257
Epoch  25 Batch  284/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.868, Loss:  0.284
Epoch  25 Batch  285/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.867, Loss:  0.262
Epoch  25 Batch  286/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.873, Loss:  0.239
Epoch  25 Batch  287/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.867, Loss:  0.265
Epoch  25 Batch  288/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.861, Loss:  0.274
Epoch  25 Batch  289/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.862, Loss:  0.258
Epoch  25 Batch  290/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.854, Loss:  0.305
Epoch  25 Batch  291/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.854, Loss:  0.271
Epoch  25 Batch  292/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.858, Loss:  0.268
Epoch  25 Batch  293/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.858, Loss:  0.282
Epoch  25 Batch  294/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.858, Loss:  0.263
Epoch  25 Batch  295/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.260
Epoch  25 Batch  296/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.862, Loss:  0.258
Epoch  25 Batch  297/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.857, Loss:  0.279
Epoch  25 Batch  298/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.270
Epoch  25 Batch  299/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.863, Loss:  0.255
Epoch  25 Batch  300/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.863, Loss:  0.257
Epoch  25 Batch  301/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.865, Loss:  0.239
Epoch  25 Batch  302/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.872, Loss:  0.240
Epoch  25 Batch  303/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.877, Loss:  0.270
Epoch  25 Batch  304/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.873, Loss:  0.232
Epoch  25 Batch  305/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.873, Loss:  0.249
Epoch  25 Batch  306/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.262
Epoch  25 Batch  307/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.870, Loss:  0.270
Epoch  25 Batch  308/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.274
Epoch  25 Batch  309/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.870, Loss:  0.237
Epoch  25 Batch  310/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.869, Loss:  0.268
Epoch  25 Batch  311/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.869, Loss:  0.248
Epoch  25 Batch  312/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.868, Loss:  0.300
Epoch  25 Batch  313/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.868, Loss:  0.243
Epoch  25 Batch  314/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.867, Loss:  0.268
Epoch  25 Batch  315/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.866, Loss:  0.244
Epoch  25 Batch  316/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.240
Epoch  25 Batch  317/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.295
Epoch  25 Batch  318/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.868, Loss:  0.248
Epoch  25 Batch  319/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.865, Loss:  0.267
Epoch  25 Batch  320/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.275
Epoch  25 Batch  321/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.864, Loss:  0.258
Epoch  25 Batch  322/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.864, Loss:  0.246
Epoch  25 Batch  323/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.870, Loss:  0.263
Epoch  25 Batch  324/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.871, Loss:  0.255
Epoch  25 Batch  325/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.867, Loss:  0.249
Epoch  25 Batch  326/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.866, Loss:  0.236
Epoch  25 Batch  327/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.290
Epoch  25 Batch  328/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.867, Loss:  0.262
Epoch  25 Batch  329/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.867, Loss:  0.288
Epoch  25 Batch  330/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.866, Loss:  0.252
Epoch  25 Batch  331/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.871, Loss:  0.281
Epoch  25 Batch  332/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.870, Loss:  0.225
Epoch  25 Batch  333/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.870, Loss:  0.249
Epoch  25 Batch  334/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.871, Loss:  0.248
Epoch  25 Batch  335/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.862, Loss:  0.243
Epoch  25 Batch  336/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.288
Epoch  25 Batch  337/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.265
Epoch  25 Batch  338/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.863, Loss:  0.293
Epoch  25 Batch  339/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.863, Loss:  0.247
Epoch  25 Batch  340/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.864, Loss:  0.262
Epoch  25 Batch  341/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.863, Loss:  0.294
Epoch  25 Batch  342/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.248
Epoch  25 Batch  343/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.863, Loss:  0.270
Epoch  25 Batch  344/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.867, Loss:  0.247
Epoch  25 Batch  345/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.257
Epoch  25 Batch  346/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.861, Loss:  0.261
Epoch  25 Batch  347/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.236
Epoch  25 Batch  348/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.867, Loss:  0.240
Epoch  25 Batch  349/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.872, Loss:  0.250
Epoch  25 Batch  350/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.296
Epoch  25 Batch  351/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.873, Loss:  0.264
Epoch  25 Batch  352/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.870, Loss:  0.243
Epoch  25 Batch  353/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.867, Loss:  0.289
Epoch  25 Batch  354/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.860, Loss:  0.276
Epoch  25 Batch  355/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.860, Loss:  0.270
Epoch  25 Batch  356/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.861, Loss:  0.249
Epoch  25 Batch  357/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.242
Epoch  25 Batch  358/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.863, Loss:  0.275
Epoch  25 Batch  359/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.863, Loss:  0.263
Epoch  25 Batch  360/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.860, Loss:  0.266
Epoch  25 Batch  361/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.271
Epoch  25 Batch  362/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.269
Epoch  25 Batch  363/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.850, Loss:  0.289
Epoch  25 Batch  364/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.851, Loss:  0.296
Epoch  25 Batch  365/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.853, Loss:  0.243
Epoch  25 Batch  366/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.861, Loss:  0.258
Epoch  25 Batch  367/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.861, Loss:  0.232
Epoch  25 Batch  368/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.870, Loss:  0.275
Epoch  25 Batch  369/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.869, Loss:  0.260
Epoch  25 Batch  370/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.867, Loss:  0.247
Epoch  25 Batch  371/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.271
Epoch  25 Batch  372/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.868, Loss:  0.235
Epoch  25 Batch  373/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.859, Loss:  0.233
Epoch  25 Batch  374/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.860, Loss:  0.273
Epoch  25 Batch  375/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.866, Loss:  0.247
Epoch  25 Batch  376/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.872, Loss:  0.258
Epoch  25 Batch  377/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.866, Loss:  0.265
Epoch  25 Batch  378/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.870, Loss:  0.242
Epoch  25 Batch  379/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.870, Loss:  0.281
Epoch  25 Batch  380/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.261
Epoch  25 Batch  381/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.868, Loss:  0.277
Epoch  25 Batch  382/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.868, Loss:  0.305
Epoch  25 Batch  383/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.868, Loss:  0.248
Epoch  25 Batch  384/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.255
Epoch  25 Batch  385/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.256
Epoch  25 Batch  386/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.860, Loss:  0.244
Epoch  25 Batch  387/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.862, Loss:  0.248
Epoch  25 Batch  388/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.860, Loss:  0.262
Epoch  25 Batch  389/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.862, Loss:  0.264
Epoch  25 Batch  390/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.866, Loss:  0.282
Epoch  25 Batch  391/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.866, Loss:  0.264
Epoch  25 Batch  392/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.864, Loss:  0.268
Epoch  25 Batch  393/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.248
Epoch  25 Batch  394/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.861, Loss:  0.257
Epoch  25 Batch  395/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.865, Loss:  0.258
Epoch  25 Batch  396/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.265
Epoch  25 Batch  397/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.250
Epoch  25 Batch  398/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.280
Epoch  25 Batch  399/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.863, Loss:  0.269
Epoch  25 Batch  400/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.858, Loss:  0.280
Epoch  25 Batch  401/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.859, Loss:  0.266
Epoch  25 Batch  402/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.254
Epoch  25 Batch  403/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.860, Loss:  0.312
Epoch  25 Batch  404/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.861, Loss:  0.253
Epoch  25 Batch  405/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.860, Loss:  0.265
Epoch  25 Batch  406/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.864, Loss:  0.252
Epoch  25 Batch  407/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.863, Loss:  0.290
Epoch  25 Batch  408/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.862, Loss:  0.265
Epoch  25 Batch  409/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.860, Loss:  0.290
Epoch  25 Batch  410/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.856, Loss:  0.277
Epoch  25 Batch  411/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.852, Loss:  0.261
Epoch  25 Batch  412/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.855, Loss:  0.242
Epoch  25 Batch  413/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.248
Epoch  25 Batch  414/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.843, Loss:  0.276
Epoch  25 Batch  415/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.846, Loss:  0.266
Epoch  25 Batch  416/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.846, Loss:  0.255
Epoch  25 Batch  417/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.855, Loss:  0.321
Epoch  25 Batch  418/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.856, Loss:  0.261
Epoch  25 Batch  419/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.856, Loss:  0.255
Epoch  25 Batch  420/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.863, Loss:  0.248
Epoch  25 Batch  421/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.288
Epoch  25 Batch  422/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.851, Loss:  0.253
Epoch  25 Batch  423/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.856, Loss:  0.285
Epoch  25 Batch  424/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.847, Loss:  0.278
Epoch  25 Batch  425/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.847, Loss:  0.235
Epoch  25 Batch  426/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.847, Loss:  0.298
Epoch  25 Batch  427/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.851, Loss:  0.262
Epoch  25 Batch  428/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.854, Loss:  0.262
Epoch  25 Batch  429/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.856, Loss:  0.257
Epoch  25 Batch  430/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.851, Loss:  0.233
Epoch  25 Batch  431/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.849, Loss:  0.238
Epoch  25 Batch  432/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.268
Epoch  25 Batch  433/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.853, Loss:  0.266
Epoch  25 Batch  434/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.263
Epoch  25 Batch  435/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.857, Loss:  0.268
Epoch  25 Batch  436/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.857, Loss:  0.261
Epoch  25 Batch  437/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.857, Loss:  0.255
Epoch  25 Batch  438/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.261
Epoch  25 Batch  439/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.856, Loss:  0.291
Epoch  25 Batch  440/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.857, Loss:  0.277
Epoch  25 Batch  441/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.853, Loss:  0.251
Epoch  25 Batch  442/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.853, Loss:  0.256
Epoch  25 Batch  443/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.853, Loss:  0.240
Epoch  25 Batch  444/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.854, Loss:  0.238
Epoch  25 Batch  445/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.850, Loss:  0.271
Epoch  25 Batch  446/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.857, Loss:  0.214
Epoch  25 Batch  447/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.257
Epoch  25 Batch  448/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.853, Loss:  0.280
Epoch  25 Batch  449/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.847, Loss:  0.276
Epoch  25 Batch  450/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.847, Loss:  0.267
Epoch  25 Batch  451/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.253
Epoch  25 Batch  452/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.846, Loss:  0.277
Epoch  25 Batch  453/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.845, Loss:  0.251
Epoch  25 Batch  454/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.848, Loss:  0.260
Epoch  25 Batch  455/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.857, Loss:  0.264
Epoch  25 Batch  456/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.853, Loss:  0.261
Epoch  25 Batch  457/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.858, Loss:  0.248
Epoch  25 Batch  458/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.275
Epoch  25 Batch  459/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.859, Loss:  0.251
Epoch  25 Batch  460/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.852, Loss:  0.273
Epoch  25 Batch  461/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.849, Loss:  0.267
Epoch  25 Batch  462/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.859, Loss:  0.267
Epoch  25 Batch  463/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.855, Loss:  0.272
Epoch  25 Batch  464/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.855, Loss:  0.260
Epoch  25 Batch  465/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.860, Loss:  0.279
Epoch  25 Batch  466/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.860, Loss:  0.248
Epoch  25 Batch  467/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.859, Loss:  0.272
Epoch  25 Batch  468/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.863, Loss:  0.270
Epoch  25 Batch  469/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.865, Loss:  0.272
Epoch  25 Batch  470/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.278
Epoch  25 Batch  471/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.857, Loss:  0.249
Epoch  25 Batch  472/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.854, Loss:  0.239
Epoch  25 Batch  473/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.858, Loss:  0.298
Epoch  25 Batch  474/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.860, Loss:  0.270
Epoch  25 Batch  475/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.859, Loss:  0.250
Epoch  25 Batch  476/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.859, Loss:  0.242
Epoch  25 Batch  477/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.853, Loss:  0.256
Epoch  25 Batch  478/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.272
Epoch  25 Batch  479/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.856, Loss:  0.270
Epoch  25 Batch  480/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.263
Epoch  25 Batch  481/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.857, Loss:  0.247
Epoch  25 Batch  482/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.870, Loss:  0.271
Epoch  25 Batch  483/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.263
Epoch  25 Batch  484/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.872, Loss:  0.282
Epoch  25 Batch  485/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.265
Epoch  25 Batch  486/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.873, Loss:  0.252
Epoch  25 Batch  487/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.867, Loss:  0.263
Epoch  25 Batch  488/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.865, Loss:  0.263
Epoch  25 Batch  489/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.854, Loss:  0.251
Epoch  25 Batch  490/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.853, Loss:  0.271
Epoch  25 Batch  491/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.275
Epoch  25 Batch  492/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.850, Loss:  0.276
Epoch  25 Batch  493/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.857, Loss:  0.244
Epoch  25 Batch  494/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.857, Loss:  0.253
Epoch  25 Batch  495/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.251
Epoch  25 Batch  496/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.862, Loss:  0.269
Epoch  25 Batch  497/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.862, Loss:  0.289
Epoch  25 Batch  498/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.863, Loss:  0.267
Epoch  25 Batch  499/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.229
Epoch  25 Batch  500/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.858, Loss:  0.239
Epoch  25 Batch  501/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.274
Epoch  25 Batch  502/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.856, Loss:  0.263
Epoch  25 Batch  503/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.858, Loss:  0.261
Epoch  25 Batch  504/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.862, Loss:  0.271
Epoch  25 Batch  505/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.862, Loss:  0.218
Epoch  25 Batch  506/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.857, Loss:  0.252
Epoch  25 Batch  507/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.864, Loss:  0.241
Epoch  25 Batch  508/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.866, Loss:  0.246
Epoch  25 Batch  509/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.868, Loss:  0.272
Epoch  25 Batch  510/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.244
Epoch  25 Batch  511/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.859, Loss:  0.276
Epoch  25 Batch  512/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.858, Loss:  0.263
Epoch  25 Batch  513/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.865, Loss:  0.286
Epoch  25 Batch  514/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.864, Loss:  0.262
Epoch  25 Batch  515/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.868, Loss:  0.270
Epoch  25 Batch  516/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.868, Loss:  0.230
Epoch  25 Batch  517/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.258
Epoch  25 Batch  518/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.863, Loss:  0.239
Epoch  25 Batch  519/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.859, Loss:  0.284
Epoch  25 Batch  520/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.858, Loss:  0.225
Epoch  25 Batch  521/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.858, Loss:  0.243
Epoch  25 Batch  522/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.852, Loss:  0.302
Epoch  25 Batch  523/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.262
Epoch  25 Batch  524/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.259
Epoch  25 Batch  525/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.261
Epoch  25 Batch  526/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.867, Loss:  0.247
Epoch  25 Batch  527/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.868, Loss:  0.258
Epoch  25 Batch  528/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.860, Loss:  0.243
Epoch  25 Batch  529/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.860, Loss:  0.258
Epoch  25 Batch  530/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.864, Loss:  0.268
Epoch  25 Batch  531/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.251
Epoch  25 Batch  532/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.864, Loss:  0.282
Epoch  25 Batch  533/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.864, Loss:  0.297
Epoch  25 Batch  534/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.859, Loss:  0.263
Epoch  25 Batch  535/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.857, Loss:  0.260
Epoch  25 Batch  536/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.857, Loss:  0.240
Epoch  25 Batch  537/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.861, Loss:  0.260
Epoch  25 Batch  538/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.858, Loss:  0.216
Epoch  25 Batch  539/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.864, Loss:  0.290
Epoch  25 Batch  540/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.233
Epoch  25 Batch  541/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.859, Loss:  0.247
Epoch  25 Batch  542/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.872, Loss:  0.272
Epoch  25 Batch  543/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.867, Loss:  0.267
Epoch  25 Batch  544/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.256
Epoch  25 Batch  545/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.863, Loss:  0.276
Epoch  25 Batch  546/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.864, Loss:  0.282
Epoch  25 Batch  547/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.863, Loss:  0.231
Epoch  25 Batch  548/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.858, Loss:  0.289
Epoch  25 Batch  549/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.857, Loss:  0.300
Epoch  25 Batch  550/1077 - Train Accuracy:  0.828, Validation Accuracy:  0.860, Loss:  0.267
Epoch  25 Batch  551/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.860, Loss:  0.270
Epoch  25 Batch  552/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.273
Epoch  25 Batch  553/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.270
Epoch  25 Batch  554/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.860, Loss:  0.257
Epoch  25 Batch  555/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.261
Epoch  25 Batch  556/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.862, Loss:  0.235
Epoch  25 Batch  557/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.871, Loss:  0.257
Epoch  25 Batch  558/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.240
Epoch  25 Batch  559/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.875, Loss:  0.265
Epoch  25 Batch  560/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.281
Epoch  25 Batch  561/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.871, Loss:  0.233
Epoch  25 Batch  562/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.867, Loss:  0.242
Epoch  25 Batch  563/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.866, Loss:  0.274
Epoch  25 Batch  564/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.866, Loss:  0.268
Epoch  25 Batch  565/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.866, Loss:  0.296
Epoch  25 Batch  566/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.303
Epoch  25 Batch  567/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.866, Loss:  0.293
Epoch  25 Batch  568/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.245
Epoch  25 Batch  569/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.859, Loss:  0.264
Epoch  25 Batch  570/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.861, Loss:  0.289
Epoch  25 Batch  571/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.861, Loss:  0.228
Epoch  25 Batch  572/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.862, Loss:  0.240
Epoch  25 Batch  573/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.866, Loss:  0.287
Epoch  25 Batch  574/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.859, Loss:  0.252
Epoch  25 Batch  575/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.859, Loss:  0.256
Epoch  25 Batch  576/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.258
Epoch  25 Batch  577/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.856, Loss:  0.269
Epoch  25 Batch  578/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.861, Loss:  0.280
Epoch  25 Batch  579/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.234
Epoch  25 Batch  580/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.865, Loss:  0.240
Epoch  25 Batch  581/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.232
Epoch  25 Batch  582/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.869, Loss:  0.239
Epoch  25 Batch  583/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.865, Loss:  0.290
Epoch  25 Batch  584/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.867, Loss:  0.247
Epoch  25 Batch  585/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.230
Epoch  25 Batch  586/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.864, Loss:  0.262
Epoch  25 Batch  587/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.859, Loss:  0.244
Epoch  25 Batch  588/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.858, Loss:  0.268
Epoch  25 Batch  589/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.856, Loss:  0.243
Epoch  25 Batch  590/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.856, Loss:  0.265
Epoch  25 Batch  591/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.847, Loss:  0.246
Epoch  25 Batch  592/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.846, Loss:  0.280
Epoch  25 Batch  593/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.844, Loss:  0.254
Epoch  25 Batch  594/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.851, Loss:  0.252
Epoch  25 Batch  595/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.852, Loss:  0.269
Epoch  25 Batch  596/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.856, Loss:  0.267
Epoch  25 Batch  597/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.856, Loss:  0.260
Epoch  25 Batch  598/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.246
Epoch  25 Batch  599/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.858, Loss:  0.323
Epoch  25 Batch  600/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.858, Loss:  0.255
Epoch  25 Batch  601/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.866, Loss:  0.266
Epoch  25 Batch  602/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.866, Loss:  0.274
Epoch  25 Batch  603/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.863, Loss:  0.261
Epoch  25 Batch  604/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.268
Epoch  25 Batch  605/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.864, Loss:  0.273
Epoch  25 Batch  606/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.229
Epoch  25 Batch  607/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.261
Epoch  25 Batch  608/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.272
Epoch  25 Batch  609/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.863, Loss:  0.267
Epoch  25 Batch  610/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.867, Loss:  0.264
Epoch  25 Batch  611/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.862, Loss:  0.273
Epoch  25 Batch  612/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.862, Loss:  0.246
Epoch  25 Batch  613/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.865, Loss:  0.287
Epoch  25 Batch  614/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.241
Epoch  25 Batch  615/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.860, Loss:  0.254
Epoch  25 Batch  616/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.272
Epoch  25 Batch  617/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.857, Loss:  0.253
Epoch  25 Batch  618/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.859, Loss:  0.252
Epoch  25 Batch  619/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.868, Loss:  0.257
Epoch  25 Batch  620/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.860, Loss:  0.244
Epoch  25 Batch  621/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.860, Loss:  0.251
Epoch  25 Batch  622/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.860, Loss:  0.257
Epoch  25 Batch  623/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.864, Loss:  0.271
Epoch  25 Batch  624/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.245
Epoch  25 Batch  625/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.865, Loss:  0.266
Epoch  25 Batch  626/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.865, Loss:  0.226
Epoch  25 Batch  627/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.255
Epoch  25 Batch  628/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.864, Loss:  0.286
Epoch  25 Batch  629/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.862, Loss:  0.267
Epoch  25 Batch  630/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.861, Loss:  0.256
Epoch  25 Batch  631/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.866, Loss:  0.269
Epoch  25 Batch  632/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.255
Epoch  25 Batch  633/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.862, Loss:  0.261
Epoch  25 Batch  634/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.858, Loss:  0.230
Epoch  25 Batch  635/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.858, Loss:  0.281
Epoch  25 Batch  636/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.252
Epoch  25 Batch  637/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.863, Loss:  0.272
Epoch  25 Batch  638/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.860, Loss:  0.246
Epoch  25 Batch  639/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.861, Loss:  0.272
Epoch  25 Batch  640/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.864, Loss:  0.236
Epoch  25 Batch  641/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.866, Loss:  0.256
Epoch  25 Batch  642/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.270
Epoch  25 Batch  643/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.867, Loss:  0.250
Epoch  25 Batch  644/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.859, Loss:  0.248
Epoch  25 Batch  645/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.862, Loss:  0.273
Epoch  25 Batch  646/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.250
Epoch  25 Batch  647/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.868, Loss:  0.274
Epoch  25 Batch  648/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.235
Epoch  25 Batch  649/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.864, Loss:  0.271
Epoch  25 Batch  650/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.872, Loss:  0.255
Epoch  25 Batch  651/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.260
Epoch  25 Batch  652/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.869, Loss:  0.272
Epoch  25 Batch  653/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.282
Epoch  25 Batch  654/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.244
Epoch  25 Batch  655/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.868, Loss:  0.287
Epoch  25 Batch  656/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.263
Epoch  25 Batch  657/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.870, Loss:  0.300
Epoch  25 Batch  658/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.868, Loss:  0.236
Epoch  25 Batch  659/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.866, Loss:  0.274
Epoch  25 Batch  660/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.863, Loss:  0.273
Epoch  25 Batch  661/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.862, Loss:  0.242
Epoch  25 Batch  662/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.862, Loss:  0.231
Epoch  25 Batch  663/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.231
Epoch  25 Batch  664/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.864, Loss:  0.259
Epoch  25 Batch  665/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.864, Loss:  0.254
Epoch  25 Batch  666/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.864, Loss:  0.268
Epoch  25 Batch  667/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.866, Loss:  0.285
Epoch  25 Batch  668/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.261
Epoch  25 Batch  669/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.242
Epoch  25 Batch  670/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.242
Epoch  25 Batch  671/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.872, Loss:  0.291
Epoch  25 Batch  672/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.869, Loss:  0.245
Epoch  25 Batch  673/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.868, Loss:  0.245
Epoch  25 Batch  674/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.860, Loss:  0.264
Epoch  25 Batch  675/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.859, Loss:  0.279
Epoch  25 Batch  676/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.858, Loss:  0.271
Epoch  25 Batch  677/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.866, Loss:  0.273
Epoch  25 Batch  678/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.868, Loss:  0.234
Epoch  25 Batch  679/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.258
Epoch  25 Batch  680/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.869, Loss:  0.247
Epoch  25 Batch  681/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.259
Epoch  25 Batch  682/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.864, Loss:  0.246
Epoch  25 Batch  683/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.865, Loss:  0.246
Epoch  25 Batch  684/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.860, Loss:  0.261
Epoch  25 Batch  685/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.268
Epoch  25 Batch  686/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.855, Loss:  0.261
Epoch  25 Batch  687/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.855, Loss:  0.282
Epoch  25 Batch  688/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.855, Loss:  0.253
Epoch  25 Batch  689/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.854, Loss:  0.232
Epoch  25 Batch  690/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.854, Loss:  0.261
Epoch  25 Batch  691/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.857, Loss:  0.279
Epoch  25 Batch  692/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.257
Epoch  25 Batch  693/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.861, Loss:  0.292
Epoch  25 Batch  694/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.862, Loss:  0.269
Epoch  25 Batch  695/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.861, Loss:  0.238
Epoch  25 Batch  696/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.862, Loss:  0.276
Epoch  25 Batch  697/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.862, Loss:  0.241
Epoch  25 Batch  698/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.263
Epoch  25 Batch  699/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.866, Loss:  0.239
Epoch  25 Batch  700/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.227
Epoch  25 Batch  701/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.868, Loss:  0.261
Epoch  25 Batch  702/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.281
Epoch  25 Batch  703/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.864, Loss:  0.273
Epoch  25 Batch  704/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.290
Epoch  25 Batch  705/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.276
Epoch  25 Batch  706/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.863, Loss:  0.299
Epoch  25 Batch  707/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.864, Loss:  0.252
Epoch  25 Batch  708/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.276
Epoch  25 Batch  709/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.864, Loss:  0.278
Epoch  25 Batch  710/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.863, Loss:  0.232
Epoch  25 Batch  711/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.864, Loss:  0.301
Epoch  25 Batch  712/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.868, Loss:  0.259
Epoch  25 Batch  713/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.863, Loss:  0.254
Epoch  25 Batch  714/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.863, Loss:  0.244
Epoch  25 Batch  715/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.864, Loss:  0.283
Epoch  25 Batch  716/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.860, Loss:  0.235
Epoch  25 Batch  717/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.860, Loss:  0.258
Epoch  25 Batch  718/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.858, Loss:  0.249
Epoch  25 Batch  719/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.858, Loss:  0.251
Epoch  25 Batch  720/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.867, Loss:  0.298
Epoch  25 Batch  721/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.268
Epoch  25 Batch  722/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.868, Loss:  0.243
Epoch  25 Batch  723/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.872, Loss:  0.259
Epoch  25 Batch  724/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.259
Epoch  25 Batch  725/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.867, Loss:  0.245
Epoch  25 Batch  726/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.249
Epoch  25 Batch  727/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.869, Loss:  0.245
Epoch  25 Batch  728/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.869, Loss:  0.263
Epoch  25 Batch  729/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.266
Epoch  25 Batch  730/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.267
Epoch  25 Batch  731/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.871, Loss:  0.255
Epoch  25 Batch  732/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.871, Loss:  0.268
Epoch  25 Batch  733/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.267
Epoch  25 Batch  734/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.281
Epoch  25 Batch  735/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.871, Loss:  0.249
Epoch  25 Batch  736/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.862, Loss:  0.259
Epoch  25 Batch  737/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.284
Epoch  25 Batch  738/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.867, Loss:  0.226
Epoch  25 Batch  739/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.866, Loss:  0.256
Epoch  25 Batch  740/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.861, Loss:  0.261
Epoch  25 Batch  741/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.865, Loss:  0.262
Epoch  25 Batch  742/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.258
Epoch  25 Batch  743/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.866, Loss:  0.268
Epoch  25 Batch  744/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.863, Loss:  0.243
Epoch  25 Batch  745/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.263
Epoch  25 Batch  746/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.863, Loss:  0.261
Epoch  25 Batch  747/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.228
Epoch  25 Batch  748/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.866, Loss:  0.244
Epoch  25 Batch  749/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.866, Loss:  0.270
Epoch  25 Batch  750/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.866, Loss:  0.253
Epoch  25 Batch  751/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.863, Loss:  0.271
Epoch  25 Batch  752/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.866, Loss:  0.249
Epoch  25 Batch  753/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.863, Loss:  0.250
Epoch  25 Batch  754/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.862, Loss:  0.282
Epoch  25 Batch  755/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.247
Epoch  25 Batch  756/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.866, Loss:  0.250
Epoch  25 Batch  757/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.279
Epoch  25 Batch  758/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.862, Loss:  0.230
Epoch  25 Batch  759/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.862, Loss:  0.230
Epoch  25 Batch  760/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.858, Loss:  0.273
Epoch  25 Batch  761/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.858, Loss:  0.264
Epoch  25 Batch  762/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.861, Loss:  0.233
Epoch  25 Batch  763/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.237
Epoch  25 Batch  764/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.861, Loss:  0.274
Epoch  25 Batch  765/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.853, Loss:  0.270
Epoch  25 Batch  766/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.853, Loss:  0.271
Epoch  25 Batch  767/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.857, Loss:  0.238
Epoch  25 Batch  768/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.861, Loss:  0.242
Epoch  25 Batch  769/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.259
Epoch  25 Batch  770/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.871, Loss:  0.247
Epoch  25 Batch  771/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.267
Epoch  25 Batch  772/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.871, Loss:  0.253
Epoch  25 Batch  773/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.870, Loss:  0.253
Epoch  25 Batch  774/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.274
Epoch  25 Batch  775/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.858, Loss:  0.277
Epoch  25 Batch  776/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.858, Loss:  0.239
Epoch  25 Batch  777/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.862, Loss:  0.260
Epoch  25 Batch  778/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.858, Loss:  0.244
Epoch  25 Batch  779/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.858, Loss:  0.263
Epoch  25 Batch  780/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.860, Loss:  0.300
Epoch  25 Batch  781/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.855, Loss:  0.224
Epoch  25 Batch  782/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.255
Epoch  25 Batch  783/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.864, Loss:  0.258
Epoch  25 Batch  784/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.249
Epoch  25 Batch  785/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.865, Loss:  0.241
Epoch  25 Batch  786/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.251
Epoch  25 Batch  787/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.862, Loss:  0.243
Epoch  25 Batch  788/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.236
Epoch  25 Batch  789/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.864, Loss:  0.273
Epoch  25 Batch  790/1077 - Train Accuracy:  0.807, Validation Accuracy:  0.864, Loss:  0.294
Epoch  25 Batch  791/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.865, Loss:  0.251
Epoch  25 Batch  792/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.865, Loss:  0.261
Epoch  25 Batch  793/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.872, Loss:  0.243
Epoch  25 Batch  794/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.871, Loss:  0.257
Epoch  25 Batch  795/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.280
Epoch  25 Batch  796/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.266
Epoch  25 Batch  797/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.251
Epoch  25 Batch  798/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.866, Loss:  0.255
Epoch  25 Batch  799/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.865, Loss:  0.273
Epoch  25 Batch  800/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.867, Loss:  0.255
Epoch  25 Batch  801/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.265
Epoch  25 Batch  802/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.862, Loss:  0.277
Epoch  25 Batch  803/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.266
Epoch  25 Batch  804/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.862, Loss:  0.259
Epoch  25 Batch  805/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.861, Loss:  0.276
Epoch  25 Batch  806/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.866, Loss:  0.249
Epoch  25 Batch  807/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.866, Loss:  0.242
Epoch  25 Batch  808/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.867, Loss:  0.274
Epoch  25 Batch  809/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.296
Epoch  25 Batch  810/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.863, Loss:  0.227
Epoch  25 Batch  811/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.863, Loss:  0.239
Epoch  25 Batch  812/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.862, Loss:  0.276
Epoch  25 Batch  813/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.862, Loss:  0.262
Epoch  25 Batch  814/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.861, Loss:  0.280
Epoch  25 Batch  815/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.854, Loss:  0.257
Epoch  25 Batch  816/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.855, Loss:  0.272
Epoch  25 Batch  817/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.287
Epoch  25 Batch  818/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.861, Loss:  0.259
Epoch  25 Batch  819/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.864, Loss:  0.237
Epoch  25 Batch  820/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.864, Loss:  0.274
Epoch  25 Batch  821/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.859, Loss:  0.253
Epoch  25 Batch  822/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.858, Loss:  0.260
Epoch  25 Batch  823/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.859, Loss:  0.250
Epoch  25 Batch  824/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.859, Loss:  0.232
Epoch  25 Batch  825/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.248
Epoch  25 Batch  826/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.864, Loss:  0.236
Epoch  25 Batch  827/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.864, Loss:  0.267
Epoch  25 Batch  828/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.864, Loss:  0.256
Epoch  25 Batch  829/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.859, Loss:  0.297
Epoch  25 Batch  830/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.860, Loss:  0.246
Epoch  25 Batch  831/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.859, Loss:  0.249
Epoch  25 Batch  832/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.863, Loss:  0.260
Epoch  25 Batch  833/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.863, Loss:  0.259
Epoch  25 Batch  834/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.862, Loss:  0.263
Epoch  25 Batch  835/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.246
Epoch  25 Batch  836/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.867, Loss:  0.265
Epoch  25 Batch  837/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.868, Loss:  0.307
Epoch  25 Batch  838/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.868, Loss:  0.239
Epoch  25 Batch  839/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.248
Epoch  25 Batch  840/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.865, Loss:  0.254
Epoch  25 Batch  841/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.860, Loss:  0.263
Epoch  25 Batch  842/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.245
Epoch  25 Batch  843/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.275
Epoch  25 Batch  844/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.865, Loss:  0.252
Epoch  25 Batch  845/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.866, Loss:  0.249
Epoch  25 Batch  846/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.866, Loss:  0.253
Epoch  25 Batch  847/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.294
Epoch  25 Batch  848/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.256
Epoch  25 Batch  849/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.863, Loss:  0.253
Epoch  25 Batch  850/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.864, Loss:  0.277
Epoch  25 Batch  851/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.864, Loss:  0.279
Epoch  25 Batch  852/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.293
Epoch  25 Batch  853/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.865, Loss:  0.247
Epoch  25 Batch  854/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.865, Loss:  0.295
Epoch  25 Batch  855/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.267
Epoch  25 Batch  856/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.865, Loss:  0.272
Epoch  25 Batch  857/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.862, Loss:  0.243
Epoch  25 Batch  858/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.863, Loss:  0.236
Epoch  25 Batch  859/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.857, Loss:  0.265
Epoch  25 Batch  860/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.866, Loss:  0.260
Epoch  25 Batch  861/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.867, Loss:  0.258
Epoch  25 Batch  862/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.867, Loss:  0.251
Epoch  25 Batch  863/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.863, Loss:  0.244
Epoch  25 Batch  864/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.863, Loss:  0.251
Epoch  25 Batch  865/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.256
Epoch  25 Batch  866/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.868, Loss:  0.256
Epoch  25 Batch  867/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.868, Loss:  0.310
Epoch  25 Batch  868/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.867, Loss:  0.267
Epoch  25 Batch  869/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.866, Loss:  0.263
Epoch  25 Batch  870/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.866, Loss:  0.284
Epoch  25 Batch  871/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.868, Loss:  0.242
Epoch  25 Batch  872/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.868, Loss:  0.248
Epoch  25 Batch  873/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.866, Loss:  0.261
Epoch  25 Batch  874/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.867, Loss:  0.271
Epoch  25 Batch  875/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.870, Loss:  0.263
Epoch  25 Batch  876/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.865, Loss:  0.239
Epoch  25 Batch  877/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.865, Loss:  0.233
Epoch  25 Batch  878/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.257
Epoch  25 Batch  879/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.865, Loss:  0.252
Epoch  25 Batch  880/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.248
Epoch  25 Batch  881/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.270
Epoch  25 Batch  882/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.863, Loss:  0.272
Epoch  25 Batch  883/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.863, Loss:  0.305
Epoch  25 Batch  884/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.860, Loss:  0.251
Epoch  25 Batch  885/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.871, Loss:  0.229
Epoch  25 Batch  886/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.867, Loss:  0.267
Epoch  25 Batch  887/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.273
Epoch  25 Batch  888/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.867, Loss:  0.244
Epoch  25 Batch  889/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.863, Loss:  0.261
Epoch  25 Batch  890/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.862, Loss:  0.243
Epoch  25 Batch  891/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.862, Loss:  0.270
Epoch  25 Batch  892/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.863, Loss:  0.248
Epoch  25 Batch  893/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.863, Loss:  0.275
Epoch  25 Batch  894/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.862, Loss:  0.218
Epoch  25 Batch  895/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.857, Loss:  0.258
Epoch  25 Batch  896/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.856, Loss:  0.281
Epoch  25 Batch  897/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.861, Loss:  0.226
Epoch  25 Batch  898/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.862, Loss:  0.221
Epoch  25 Batch  899/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.861, Loss:  0.257
Epoch  25 Batch  900/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.862, Loss:  0.279
Epoch  25 Batch  901/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.865, Loss:  0.257
Epoch  25 Batch  902/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.862, Loss:  0.262
Epoch  25 Batch  903/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.860, Loss:  0.233
Epoch  25 Batch  904/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.864, Loss:  0.255
Epoch  25 Batch  905/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.864, Loss:  0.248
Epoch  25 Batch  906/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.864, Loss:  0.263
Epoch  25 Batch  907/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.864, Loss:  0.255
Epoch  25 Batch  908/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.864, Loss:  0.262
Epoch  25 Batch  909/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.268
Epoch  25 Batch  910/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.868, Loss:  0.257
Epoch  25 Batch  911/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.864, Loss:  0.234
Epoch  25 Batch  912/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.271
Epoch  25 Batch  913/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.863, Loss:  0.299
Epoch  25 Batch  914/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.251
Epoch  25 Batch  915/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.865, Loss:  0.258
Epoch  25 Batch  916/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.260
Epoch  25 Batch  917/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.251
Epoch  25 Batch  918/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.860, Loss:  0.239
Epoch  25 Batch  919/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.860, Loss:  0.246
Epoch  25 Batch  920/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.860, Loss:  0.276
Epoch  25 Batch  921/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.864, Loss:  0.288
Epoch  25 Batch  922/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.865, Loss:  0.247
Epoch  25 Batch  923/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.865, Loss:  0.266
Epoch  25 Batch  924/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.864, Loss:  0.298
Epoch  25 Batch  925/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.864, Loss:  0.246
Epoch  25 Batch  926/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.264
Epoch  25 Batch  927/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.865, Loss:  0.275
Epoch  25 Batch  928/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.861, Loss:  0.256
Epoch  25 Batch  929/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.298
Epoch  25 Batch  930/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.854, Loss:  0.260
Epoch  25 Batch  931/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.264
Epoch  25 Batch  932/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.863, Loss:  0.246
Epoch  25 Batch  933/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.863, Loss:  0.269
Epoch  25 Batch  934/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.257
Epoch  25 Batch  935/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.276
Epoch  25 Batch  936/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.257
Epoch  25 Batch  937/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.863, Loss:  0.292
Epoch  25 Batch  938/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.289
Epoch  25 Batch  939/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.866, Loss:  0.279
Epoch  25 Batch  940/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.254
Epoch  25 Batch  941/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.870, Loss:  0.233
Epoch  25 Batch  942/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.866, Loss:  0.257
Epoch  25 Batch  943/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.867, Loss:  0.274
Epoch  25 Batch  944/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.867, Loss:  0.247
Epoch  25 Batch  945/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.252
Epoch  25 Batch  946/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.867, Loss:  0.249
Epoch  25 Batch  947/1077 - Train Accuracy:  0.812, Validation Accuracy:  0.860, Loss:  0.285
Epoch  25 Batch  948/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.257
Epoch  25 Batch  949/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.860, Loss:  0.223
Epoch  25 Batch  950/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.859, Loss:  0.240
Epoch  25 Batch  951/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.855, Loss:  0.265
Epoch  25 Batch  952/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.857, Loss:  0.255
Epoch  25 Batch  953/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.869, Loss:  0.250
Epoch  25 Batch  954/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.276
Epoch  25 Batch  955/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.873, Loss:  0.250
Epoch  25 Batch  956/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.257
Epoch  25 Batch  957/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.262
Epoch  25 Batch  958/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.871, Loss:  0.259
Epoch  25 Batch  959/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.871, Loss:  0.235
Epoch  25 Batch  960/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.865, Loss:  0.248
Epoch  25 Batch  961/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.861, Loss:  0.280
Epoch  25 Batch  962/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.861, Loss:  0.244
Epoch  25 Batch  963/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.865, Loss:  0.304
Epoch  25 Batch  964/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.238
Epoch  25 Batch  965/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.861, Loss:  0.268
Epoch  25 Batch  966/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.861, Loss:  0.233
Epoch  25 Batch  967/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.860, Loss:  0.237
Epoch  25 Batch  968/1077 - Train Accuracy:  0.821, Validation Accuracy:  0.864, Loss:  0.298
Epoch  25 Batch  969/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.866, Loss:  0.283
Epoch  25 Batch  970/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.274
Epoch  25 Batch  971/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.870, Loss:  0.250
Epoch  25 Batch  972/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.256
Epoch  25 Batch  973/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.871, Loss:  0.242
Epoch  25 Batch  974/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.866, Loss:  0.255
Epoch  25 Batch  975/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.257
Epoch  25 Batch  976/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.862, Loss:  0.250
Epoch  25 Batch  977/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.864, Loss:  0.229
Epoch  25 Batch  978/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.862, Loss:  0.273
Epoch  25 Batch  979/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.866, Loss:  0.285
Epoch  25 Batch  980/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.865, Loss:  0.250
Epoch  25 Batch  981/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.865, Loss:  0.267
Epoch  25 Batch  982/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.863, Loss:  0.267
Epoch  25 Batch  983/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.867, Loss:  0.272
Epoch  25 Batch  984/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.871, Loss:  0.282
Epoch  25 Batch  985/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.862, Loss:  0.248
Epoch  25 Batch  986/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.280
Epoch  25 Batch  987/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.244
Epoch  25 Batch  988/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.256
Epoch  25 Batch  989/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.864, Loss:  0.256
Epoch  25 Batch  990/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.866, Loss:  0.274
Epoch  25 Batch  991/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.867, Loss:  0.271
Epoch  25 Batch  992/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.867, Loss:  0.262
Epoch  25 Batch  993/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.866, Loss:  0.231
Epoch  25 Batch  994/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.871, Loss:  0.271
Epoch  25 Batch  995/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.866, Loss:  0.262
Epoch  25 Batch  996/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.866, Loss:  0.260
Epoch  25 Batch  997/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.860, Loss:  0.250
Epoch  25 Batch  998/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.861, Loss:  0.248
Epoch  25 Batch  999/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.256
Epoch  25 Batch 1000/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.243
Epoch  25 Batch 1001/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.862, Loss:  0.229
Epoch  25 Batch 1002/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.237
Epoch  25 Batch 1003/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.859, Loss:  0.254
Epoch  25 Batch 1004/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.258
Epoch  25 Batch 1005/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.272
Epoch  25 Batch 1006/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.848, Loss:  0.231
Epoch  25 Batch 1007/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.849, Loss:  0.232
Epoch  25 Batch 1008/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.853, Loss:  0.285
Epoch  25 Batch 1009/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.848, Loss:  0.228
Epoch  25 Batch 1010/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.858, Loss:  0.245
Epoch  25 Batch 1011/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.858, Loss:  0.262
Epoch  25 Batch 1012/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.858, Loss:  0.251
Epoch  25 Batch 1013/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.853, Loss:  0.230
Epoch  25 Batch 1014/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.856, Loss:  0.278
Epoch  25 Batch 1015/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.286
Epoch  25 Batch 1016/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.864, Loss:  0.269
Epoch  25 Batch 1017/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.264
Epoch  25 Batch 1018/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.864, Loss:  0.255
Epoch  25 Batch 1019/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.865, Loss:  0.308
Epoch  25 Batch 1020/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.865, Loss:  0.252
Epoch  25 Batch 1021/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.270
Epoch  25 Batch 1022/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.862, Loss:  0.242
Epoch  25 Batch 1023/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.858, Loss:  0.248
Epoch  25 Batch 1024/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.858, Loss:  0.277
Epoch  25 Batch 1025/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.854, Loss:  0.266
Epoch  25 Batch 1026/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.851, Loss:  0.256
Epoch  25 Batch 1027/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.851, Loss:  0.285
Epoch  25 Batch 1028/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.852, Loss:  0.264
Epoch  25 Batch 1029/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.847, Loss:  0.248
Epoch  25 Batch 1030/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.848, Loss:  0.243
Epoch  25 Batch 1031/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.848, Loss:  0.285
Epoch  25 Batch 1032/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.848, Loss:  0.278
Epoch  25 Batch 1033/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.844, Loss:  0.251
Epoch  25 Batch 1034/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.854, Loss:  0.253
Epoch  25 Batch 1035/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.857, Loss:  0.231
Epoch  25 Batch 1036/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.856, Loss:  0.287
Epoch  25 Batch 1037/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.858, Loss:  0.269
Epoch  25 Batch 1038/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.860, Loss:  0.263
Epoch  25 Batch 1039/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.859, Loss:  0.258
Epoch  25 Batch 1040/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.261
Epoch  25 Batch 1041/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.861, Loss:  0.255
Epoch  25 Batch 1042/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.862, Loss:  0.256
Epoch  25 Batch 1043/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.861, Loss:  0.286
Epoch  25 Batch 1044/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.260
Epoch  25 Batch 1045/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.241
Epoch  25 Batch 1046/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.856, Loss:  0.232
Epoch  25 Batch 1047/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.256
Epoch  25 Batch 1048/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.855, Loss:  0.260
Epoch  25 Batch 1049/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.854, Loss:  0.284
Epoch  25 Batch 1050/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.854, Loss:  0.255
Epoch  25 Batch 1051/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.860, Loss:  0.244
Epoch  25 Batch 1052/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.254
Epoch  25 Batch 1053/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.861, Loss:  0.258
Epoch  25 Batch 1054/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.859, Loss:  0.249
Epoch  25 Batch 1055/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.859, Loss:  0.253
Epoch  25 Batch 1056/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.244
Epoch  25 Batch 1057/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.863, Loss:  0.281
Epoch  25 Batch 1058/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.858, Loss:  0.275
Epoch  25 Batch 1059/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.859, Loss:  0.276
Epoch  25 Batch 1060/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.848, Loss:  0.232
Epoch  25 Batch 1061/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.859, Loss:  0.286
Epoch  25 Batch 1062/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.863, Loss:  0.246
Epoch  25 Batch 1063/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.864, Loss:  0.273
Epoch  25 Batch 1064/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.865, Loss:  0.250
Epoch  25 Batch 1065/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.864, Loss:  0.256
Epoch  25 Batch 1066/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.866, Loss:  0.229
Epoch  25 Batch 1067/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.259
Epoch  25 Batch 1068/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.251
Epoch  25 Batch 1069/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.216
Epoch  25 Batch 1070/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.869, Loss:  0.255
Epoch  25 Batch 1071/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.869, Loss:  0.250
Epoch  25 Batch 1072/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.266
Epoch  25 Batch 1073/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.277
Epoch  25 Batch 1074/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.274
Epoch  25 Batch 1075/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.865, Loss:  0.294
Epoch  26 Batch    0/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.230
Epoch  26 Batch    1/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.865, Loss:  0.258
Epoch  26 Batch    2/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.278
Epoch  26 Batch    3/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.861, Loss:  0.256
Epoch  26 Batch    4/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.251
Epoch  26 Batch    5/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.280
Epoch  26 Batch    6/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.286
Epoch  26 Batch    7/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.856, Loss:  0.248
Epoch  26 Batch    8/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.860, Loss:  0.252
Epoch  26 Batch    9/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.860, Loss:  0.263
Epoch  26 Batch   10/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.859, Loss:  0.272
Epoch  26 Batch   11/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.262
Epoch  26 Batch   12/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.273
Epoch  26 Batch   13/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.861, Loss:  0.300
Epoch  26 Batch   14/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.859, Loss:  0.218
Epoch  26 Batch   15/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.859, Loss:  0.248
Epoch  26 Batch   16/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.860, Loss:  0.263
Epoch  26 Batch   17/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.258
Epoch  26 Batch   18/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.862, Loss:  0.274
Epoch  26 Batch   19/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.862, Loss:  0.266
Epoch  26 Batch   20/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.230
Epoch  26 Batch   21/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.862, Loss:  0.286
Epoch  26 Batch   22/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.861, Loss:  0.278
Epoch  26 Batch   23/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.862, Loss:  0.273
Epoch  26 Batch   24/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.865, Loss:  0.245
Epoch  26 Batch   25/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.865, Loss:  0.244
Epoch  26 Batch   26/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.859, Loss:  0.276
Epoch  26 Batch   27/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.862, Loss:  0.242
Epoch  26 Batch   28/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.862, Loss:  0.258
Epoch  26 Batch   29/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.862, Loss:  0.254
Epoch  26 Batch   30/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.862, Loss:  0.247
Epoch  26 Batch   31/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.854, Loss:  0.269
Epoch  26 Batch   32/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.854, Loss:  0.230
Epoch  26 Batch   33/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.854, Loss:  0.237
Epoch  26 Batch   34/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.855, Loss:  0.249
Epoch  26 Batch   35/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.854, Loss:  0.251
Epoch  26 Batch   36/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.851, Loss:  0.246
Epoch  26 Batch   37/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.850, Loss:  0.275
Epoch  26 Batch   38/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.851, Loss:  0.286
Epoch  26 Batch   39/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.852, Loss:  0.296
Epoch  26 Batch   40/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.851, Loss:  0.267
Epoch  26 Batch   41/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.853, Loss:  0.255
Epoch  26 Batch   42/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.848, Loss:  0.278
Epoch  26 Batch   43/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.240
Epoch  26 Batch   44/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.851, Loss:  0.256
Epoch  26 Batch   45/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.851, Loss:  0.274
Epoch  26 Batch   46/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.849, Loss:  0.245
Epoch  26 Batch   47/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.849, Loss:  0.251
Epoch  26 Batch   48/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.855, Loss:  0.314
Epoch  26 Batch   49/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.857, Loss:  0.275
Epoch  26 Batch   50/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.859, Loss:  0.270
Epoch  26 Batch   51/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.857, Loss:  0.255
Epoch  26 Batch   52/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.272
Epoch  26 Batch   53/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.855, Loss:  0.257
Epoch  26 Batch   54/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.856, Loss:  0.298
Epoch  26 Batch   55/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.857, Loss:  0.255
Epoch  26 Batch   56/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.857, Loss:  0.244
Epoch  26 Batch   57/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.853, Loss:  0.239
Epoch  26 Batch   58/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.856, Loss:  0.261
Epoch  26 Batch   59/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.857, Loss:  0.271
Epoch  26 Batch   60/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.855, Loss:  0.258
Epoch  26 Batch   61/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.267
Epoch  26 Batch   62/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.858, Loss:  0.264
Epoch  26 Batch   63/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.853, Loss:  0.248
Epoch  26 Batch   64/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.853, Loss:  0.255
Epoch  26 Batch   65/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.258
Epoch  26 Batch   66/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.851, Loss:  0.238
Epoch  26 Batch   67/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.853, Loss:  0.245
Epoch  26 Batch   68/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.849, Loss:  0.278
Epoch  26 Batch   69/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.847, Loss:  0.277
Epoch  26 Batch   70/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.843, Loss:  0.253
Epoch  26 Batch   71/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.844, Loss:  0.226
Epoch  26 Batch   72/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.844, Loss:  0.261
Epoch  26 Batch   73/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.845, Loss:  0.263
Epoch  26 Batch   74/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.845, Loss:  0.227
Epoch  26 Batch   75/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.854, Loss:  0.278
Epoch  26 Batch   76/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.859, Loss:  0.233
Epoch  26 Batch   77/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.875, Loss:  0.259
Epoch  26 Batch   78/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.875, Loss:  0.264
Epoch  26 Batch   79/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.865, Loss:  0.254
Epoch  26 Batch   80/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.865, Loss:  0.266
Epoch  26 Batch   81/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.864, Loss:  0.236
Epoch  26 Batch   82/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.865, Loss:  0.234
Epoch  26 Batch   83/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.865, Loss:  0.266
Epoch  26 Batch   84/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.268
Epoch  26 Batch   85/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.256
Epoch  26 Batch   86/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.864, Loss:  0.254
Epoch  26 Batch   87/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.868, Loss:  0.290
Epoch  26 Batch   88/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.873, Loss:  0.284
Epoch  26 Batch   89/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.868, Loss:  0.266
Epoch  26 Batch   90/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.266
Epoch  26 Batch   91/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.861, Loss:  0.209
Epoch  26 Batch   92/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.263
Epoch  26 Batch   93/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.871, Loss:  0.257
Epoch  26 Batch   94/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.871, Loss:  0.240
Epoch  26 Batch   95/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.276
Epoch  26 Batch   96/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.871, Loss:  0.246
Epoch  26 Batch   97/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.871, Loss:  0.254
Epoch  26 Batch   98/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.871, Loss:  0.251
Epoch  26 Batch   99/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.867, Loss:  0.249
Epoch  26 Batch  100/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.864, Loss:  0.246
Epoch  26 Batch  101/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.875, Loss:  0.272
Epoch  26 Batch  102/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.243
Epoch  26 Batch  103/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.872, Loss:  0.285
Epoch  26 Batch  104/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.871, Loss:  0.251
Epoch  26 Batch  105/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.870, Loss:  0.260
Epoch  26 Batch  106/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.277
Epoch  26 Batch  107/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.871, Loss:  0.276
Epoch  26 Batch  108/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.871, Loss:  0.229
Epoch  26 Batch  109/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.872, Loss:  0.264
Epoch  26 Batch  110/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.236
Epoch  26 Batch  111/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.264
Epoch  26 Batch  112/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.861, Loss:  0.232
Epoch  26 Batch  113/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.862, Loss:  0.267
Epoch  26 Batch  114/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.857, Loss:  0.239
Epoch  26 Batch  115/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.866, Loss:  0.269
Epoch  26 Batch  116/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.869, Loss:  0.278
Epoch  26 Batch  117/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.287
Epoch  26 Batch  118/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.871, Loss:  0.275
Epoch  26 Batch  119/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.872, Loss:  0.263
Epoch  26 Batch  120/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.872, Loss:  0.284
Epoch  26 Batch  121/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.859, Loss:  0.255
Epoch  26 Batch  122/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.850, Loss:  0.267
Epoch  26 Batch  123/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.850, Loss:  0.225
Epoch  26 Batch  124/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.854, Loss:  0.262
Epoch  26 Batch  125/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.854, Loss:  0.276
Epoch  26 Batch  126/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.858, Loss:  0.237
Epoch  26 Batch  127/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.859, Loss:  0.268
Epoch  26 Batch  128/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.864, Loss:  0.251
Epoch  26 Batch  129/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.862, Loss:  0.271
Epoch  26 Batch  130/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.861, Loss:  0.225
Epoch  26 Batch  131/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.863, Loss:  0.246
Epoch  26 Batch  132/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.863, Loss:  0.264
Epoch  26 Batch  133/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.859, Loss:  0.231
Epoch  26 Batch  134/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.862, Loss:  0.246
Epoch  26 Batch  135/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.266
Epoch  26 Batch  136/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.866, Loss:  0.254
Epoch  26 Batch  137/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.856, Loss:  0.235
Epoch  26 Batch  138/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.230
Epoch  26 Batch  139/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.857, Loss:  0.281
Epoch  26 Batch  140/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.861, Loss:  0.267
Epoch  26 Batch  141/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.256
Epoch  26 Batch  142/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.858, Loss:  0.237
Epoch  26 Batch  143/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.857, Loss:  0.262
Epoch  26 Batch  144/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.277
Epoch  26 Batch  145/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.289
Epoch  26 Batch  146/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.866, Loss:  0.294
Epoch  26 Batch  147/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.870, Loss:  0.295
Epoch  26 Batch  148/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.271
Epoch  26 Batch  149/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.261
Epoch  26 Batch  150/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.255
Epoch  26 Batch  151/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.867, Loss:  0.219
Epoch  26 Batch  152/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.283
Epoch  26 Batch  153/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.276
Epoch  26 Batch  154/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.863, Loss:  0.264
Epoch  26 Batch  155/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.864, Loss:  0.268
Epoch  26 Batch  156/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.270
Epoch  26 Batch  157/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.868, Loss:  0.252
Epoch  26 Batch  158/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.271
Epoch  26 Batch  159/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.227
Epoch  26 Batch  160/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.238
Epoch  26 Batch  161/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.867, Loss:  0.242
Epoch  26 Batch  162/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.864, Loss:  0.297
Epoch  26 Batch  163/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.864, Loss:  0.287
Epoch  26 Batch  164/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.854, Loss:  0.264
Epoch  26 Batch  165/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.855, Loss:  0.254
Epoch  26 Batch  166/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.854, Loss:  0.260
Epoch  26 Batch  167/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.241
Epoch  26 Batch  168/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.853, Loss:  0.295
Epoch  26 Batch  169/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.853, Loss:  0.275
Epoch  26 Batch  170/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.852, Loss:  0.272
Epoch  26 Batch  171/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.855, Loss:  0.237
Epoch  26 Batch  172/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.852, Loss:  0.230
Epoch  26 Batch  173/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.859, Loss:  0.267
Epoch  26 Batch  174/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.852, Loss:  0.240
Epoch  26 Batch  175/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.854, Loss:  0.239
Epoch  26 Batch  176/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.859, Loss:  0.255
Epoch  26 Batch  177/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.851, Loss:  0.286
Epoch  26 Batch  178/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.853, Loss:  0.261
Epoch  26 Batch  179/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.267
Epoch  26 Batch  180/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.864, Loss:  0.243
Epoch  26 Batch  181/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.865, Loss:  0.289
Epoch  26 Batch  182/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.261
Epoch  26 Batch  183/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.865, Loss:  0.281
Epoch  26 Batch  184/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.864, Loss:  0.237
Epoch  26 Batch  185/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.867, Loss:  0.286
Epoch  26 Batch  186/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.867, Loss:  0.269
Epoch  26 Batch  187/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.251
Epoch  26 Batch  188/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.257
Epoch  26 Batch  189/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.254
Epoch  26 Batch  190/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.869, Loss:  0.249
Epoch  26 Batch  191/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.868, Loss:  0.224
Epoch  26 Batch  192/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.872, Loss:  0.272
Epoch  26 Batch  193/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.250
Epoch  26 Batch  194/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.869, Loss:  0.235
Epoch  26 Batch  195/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.869, Loss:  0.254
Epoch  26 Batch  196/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.250
Epoch  26 Batch  197/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.869, Loss:  0.246
Epoch  26 Batch  198/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.869, Loss:  0.235
Epoch  26 Batch  199/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.239
Epoch  26 Batch  200/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.870, Loss:  0.239
Epoch  26 Batch  201/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.870, Loss:  0.231
Epoch  26 Batch  202/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.263
Epoch  26 Batch  203/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.259
Epoch  26 Batch  204/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.869, Loss:  0.291
Epoch  26 Batch  205/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.867, Loss:  0.258
Epoch  26 Batch  206/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.866, Loss:  0.262
Epoch  26 Batch  207/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.866, Loss:  0.258
Epoch  26 Batch  208/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.872, Loss:  0.283
Epoch  26 Batch  209/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.873, Loss:  0.238
Epoch  26 Batch  210/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.255
Epoch  26 Batch  211/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.250
Epoch  26 Batch  212/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.231
Epoch  26 Batch  213/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.878, Loss:  0.236
Epoch  26 Batch  214/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.878, Loss:  0.236
Epoch  26 Batch  215/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.874, Loss:  0.261
Epoch  26 Batch  216/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.874, Loss:  0.269
Epoch  26 Batch  217/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.869, Loss:  0.228
Epoch  26 Batch  218/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.280
Epoch  26 Batch  219/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.873, Loss:  0.249
Epoch  26 Batch  220/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.246
Epoch  26 Batch  221/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.278
Epoch  26 Batch  222/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.873, Loss:  0.253
Epoch  26 Batch  223/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.874, Loss:  0.223
Epoch  26 Batch  224/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.877, Loss:  0.270
Epoch  26 Batch  225/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.873, Loss:  0.277
Epoch  26 Batch  226/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.873, Loss:  0.250
Epoch  26 Batch  227/1077 - Train Accuracy:  0.810, Validation Accuracy:  0.871, Loss:  0.287
Epoch  26 Batch  228/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.865, Loss:  0.249
Epoch  26 Batch  229/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.864, Loss:  0.277
Epoch  26 Batch  230/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.859, Loss:  0.245
Epoch  26 Batch  231/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.854, Loss:  0.276
Epoch  26 Batch  232/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.860, Loss:  0.264
Epoch  26 Batch  233/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.303
Epoch  26 Batch  234/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.864, Loss:  0.257
Epoch  26 Batch  235/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.231
Epoch  26 Batch  236/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.860, Loss:  0.256
Epoch  26 Batch  237/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.864, Loss:  0.233
Epoch  26 Batch  238/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.863, Loss:  0.253
Epoch  26 Batch  239/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.863, Loss:  0.237
Epoch  26 Batch  240/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.868, Loss:  0.230
Epoch  26 Batch  241/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.868, Loss:  0.233
Epoch  26 Batch  242/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.869, Loss:  0.264
Epoch  26 Batch  243/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.270
Epoch  26 Batch  244/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.863, Loss:  0.251
Epoch  26 Batch  245/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.858, Loss:  0.230
Epoch  26 Batch  246/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.858, Loss:  0.255
Epoch  26 Batch  247/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.855, Loss:  0.256
Epoch  26 Batch  248/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.238
Epoch  26 Batch  249/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.862, Loss:  0.255
Epoch  26 Batch  250/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.857, Loss:  0.247
Epoch  26 Batch  251/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.854, Loss:  0.250
Epoch  26 Batch  252/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.241
Epoch  26 Batch  253/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.859, Loss:  0.236
Epoch  26 Batch  254/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.283
Epoch  26 Batch  255/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.850, Loss:  0.277
Epoch  26 Batch  256/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.850, Loss:  0.311
Epoch  26 Batch  257/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.869, Loss:  0.255
Epoch  26 Batch  258/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.863, Loss:  0.238
Epoch  26 Batch  259/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.864, Loss:  0.248
Epoch  26 Batch  260/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.860, Loss:  0.237
Epoch  26 Batch  261/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.861, Loss:  0.245
Epoch  26 Batch  262/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.862, Loss:  0.251
Epoch  26 Batch  263/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.861, Loss:  0.231
Epoch  26 Batch  264/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.860, Loss:  0.271
Epoch  26 Batch  265/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.860, Loss:  0.265
Epoch  26 Batch  266/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.860, Loss:  0.257
Epoch  26 Batch  267/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.860, Loss:  0.239
Epoch  26 Batch  268/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.859, Loss:  0.267
Epoch  26 Batch  269/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.860, Loss:  0.283
Epoch  26 Batch  270/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.857, Loss:  0.269
Epoch  26 Batch  271/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.244
Epoch  26 Batch  272/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.857, Loss:  0.308
Epoch  26 Batch  273/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.869, Loss:  0.252
Epoch  26 Batch  274/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.855, Loss:  0.245
Epoch  26 Batch  275/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.851, Loss:  0.282
Epoch  26 Batch  276/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.846, Loss:  0.285
Epoch  26 Batch  277/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.845, Loss:  0.225
Epoch  26 Batch  278/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.842, Loss:  0.306
Epoch  26 Batch  279/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.842, Loss:  0.315
Epoch  26 Batch  280/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.842, Loss:  0.274
Epoch  26 Batch  281/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.842, Loss:  0.287
Epoch  26 Batch  282/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.851, Loss:  0.301
Epoch  26 Batch  283/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.855, Loss:  0.259
Epoch  26 Batch  284/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.864, Loss:  0.272
Epoch  26 Batch  285/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.871, Loss:  0.261
Epoch  26 Batch  286/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.862, Loss:  0.249
Epoch  26 Batch  287/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.862, Loss:  0.258
Epoch  26 Batch  288/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.288
Epoch  26 Batch  289/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.855, Loss:  0.267
Epoch  26 Batch  290/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.855, Loss:  0.297
Epoch  26 Batch  291/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.849, Loss:  0.277
Epoch  26 Batch  292/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.853, Loss:  0.258
Epoch  26 Batch  293/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.852, Loss:  0.275
Epoch  26 Batch  294/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.849, Loss:  0.263
Epoch  26 Batch  295/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.282
Epoch  26 Batch  296/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.849, Loss:  0.246
Epoch  26 Batch  297/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.854, Loss:  0.283
Epoch  26 Batch  298/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.853, Loss:  0.296
Epoch  26 Batch  299/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.852, Loss:  0.247
Epoch  26 Batch  300/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.857, Loss:  0.268
Epoch  26 Batch  301/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.856, Loss:  0.243
Epoch  26 Batch  302/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.855, Loss:  0.261
Epoch  26 Batch  303/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.850, Loss:  0.261
Epoch  26 Batch  304/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.849, Loss:  0.232
Epoch  26 Batch  305/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.852, Loss:  0.251
Epoch  26 Batch  306/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.261
Epoch  26 Batch  307/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.255
Epoch  26 Batch  308/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.856, Loss:  0.273
Epoch  26 Batch  309/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.860, Loss:  0.241
Epoch  26 Batch  310/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.863, Loss:  0.255
Epoch  26 Batch  311/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.255
Epoch  26 Batch  312/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.870, Loss:  0.290
Epoch  26 Batch  313/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.224
Epoch  26 Batch  314/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.868, Loss:  0.254
Epoch  26 Batch  315/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.866, Loss:  0.250
Epoch  26 Batch  316/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.855, Loss:  0.244
Epoch  26 Batch  317/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.856, Loss:  0.308
Epoch  26 Batch  318/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.856, Loss:  0.263
Epoch  26 Batch  319/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.850, Loss:  0.285
Epoch  26 Batch  320/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.847, Loss:  0.243
Epoch  26 Batch  321/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.852, Loss:  0.271
Epoch  26 Batch  322/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.855, Loss:  0.236
Epoch  26 Batch  323/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.852, Loss:  0.250
Epoch  26 Batch  324/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.852, Loss:  0.256
Epoch  26 Batch  325/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.857, Loss:  0.249
Epoch  26 Batch  326/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.856, Loss:  0.226
Epoch  26 Batch  327/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.859, Loss:  0.275
Epoch  26 Batch  328/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.856, Loss:  0.275
Epoch  26 Batch  329/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.284
Epoch  26 Batch  330/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.850, Loss:  0.243
Epoch  26 Batch  331/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.280
Epoch  26 Batch  332/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.848, Loss:  0.225
Epoch  26 Batch  333/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.847, Loss:  0.248
Epoch  26 Batch  334/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.848, Loss:  0.247
Epoch  26 Batch  335/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.848, Loss:  0.255
Epoch  26 Batch  336/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.848, Loss:  0.302
Epoch  26 Batch  337/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.272
Epoch  26 Batch  338/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.855, Loss:  0.296
Epoch  26 Batch  339/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.855, Loss:  0.237
Epoch  26 Batch  340/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.855, Loss:  0.257
Epoch  26 Batch  341/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.337
Epoch  26 Batch  342/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.246
Epoch  26 Batch  343/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.861, Loss:  0.235
Epoch  26 Batch  344/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.259
Epoch  26 Batch  345/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.859, Loss:  0.244
Epoch  26 Batch  346/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.863, Loss:  0.271
Epoch  26 Batch  347/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.855, Loss:  0.237
Epoch  26 Batch  348/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.861, Loss:  0.243
Epoch  26 Batch  349/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.857, Loss:  0.252
Epoch  26 Batch  350/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.852, Loss:  0.257
Epoch  26 Batch  351/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.265
Epoch  26 Batch  352/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.265
Epoch  26 Batch  353/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.865, Loss:  0.278
Epoch  26 Batch  354/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.859, Loss:  0.263
Epoch  26 Batch  355/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.858, Loss:  0.265
Epoch  26 Batch  356/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.248
Epoch  26 Batch  357/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.850, Loss:  0.244
Epoch  26 Batch  358/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.853, Loss:  0.281
Epoch  26 Batch  359/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.850, Loss:  0.277
Epoch  26 Batch  360/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.847, Loss:  0.262
Epoch  26 Batch  361/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.846, Loss:  0.280
Epoch  26 Batch  362/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.856, Loss:  0.266
Epoch  26 Batch  363/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.852, Loss:  0.279
Epoch  26 Batch  364/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.857, Loss:  0.293
Epoch  26 Batch  365/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.860, Loss:  0.227
Epoch  26 Batch  366/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.259
Epoch  26 Batch  367/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.230
Epoch  26 Batch  368/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.865, Loss:  0.266
Epoch  26 Batch  369/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.860, Loss:  0.250
Epoch  26 Batch  370/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.861, Loss:  0.260
Epoch  26 Batch  371/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.865, Loss:  0.252
Epoch  26 Batch  372/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.869, Loss:  0.231
Epoch  26 Batch  373/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.868, Loss:  0.223
Epoch  26 Batch  374/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.868, Loss:  0.271
Epoch  26 Batch  375/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.868, Loss:  0.234
Epoch  26 Batch  376/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.874, Loss:  0.262
Epoch  26 Batch  377/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.265
Epoch  26 Batch  378/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.230
Epoch  26 Batch  379/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.885, Loss:  0.276
Epoch  26 Batch  380/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.878, Loss:  0.244
Epoch  26 Batch  381/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.878, Loss:  0.265
Epoch  26 Batch  382/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.873, Loss:  0.290
Epoch  26 Batch  383/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.241
Epoch  26 Batch  384/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.872, Loss:  0.247
Epoch  26 Batch  385/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.872, Loss:  0.257
Epoch  26 Batch  386/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.867, Loss:  0.253
Epoch  26 Batch  387/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.867, Loss:  0.250
Epoch  26 Batch  388/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.867, Loss:  0.246
Epoch  26 Batch  389/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.868, Loss:  0.259
Epoch  26 Batch  390/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.865, Loss:  0.271
Epoch  26 Batch  391/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.866, Loss:  0.258
Epoch  26 Batch  392/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.868, Loss:  0.257
Epoch  26 Batch  393/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.867, Loss:  0.220
Epoch  26 Batch  394/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.257
Epoch  26 Batch  395/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.868, Loss:  0.237
Epoch  26 Batch  396/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.868, Loss:  0.275
Epoch  26 Batch  397/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.861, Loss:  0.243
Epoch  26 Batch  398/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.866, Loss:  0.284
Epoch  26 Batch  399/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.861, Loss:  0.254
Epoch  26 Batch  400/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.264
Epoch  26 Batch  401/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.860, Loss:  0.234
Epoch  26 Batch  402/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.862, Loss:  0.244
Epoch  26 Batch  403/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.867, Loss:  0.279
Epoch  26 Batch  404/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.866, Loss:  0.231
Epoch  26 Batch  405/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.273
Epoch  26 Batch  406/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.865, Loss:  0.255
Epoch  26 Batch  407/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.868, Loss:  0.283
Epoch  26 Batch  408/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.272
Epoch  26 Batch  409/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.871, Loss:  0.280
Epoch  26 Batch  410/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.285
Epoch  26 Batch  411/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.871, Loss:  0.244
Epoch  26 Batch  412/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.869, Loss:  0.240
Epoch  26 Batch  413/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.248
Epoch  26 Batch  414/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.870, Loss:  0.260
Epoch  26 Batch  415/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.234
Epoch  26 Batch  416/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.873, Loss:  0.240
Epoch  26 Batch  417/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.875, Loss:  0.283
Epoch  26 Batch  418/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.874, Loss:  0.244
Epoch  26 Batch  419/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.246
Epoch  26 Batch  420/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.878, Loss:  0.242
Epoch  26 Batch  421/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.870, Loss:  0.281
Epoch  26 Batch  422/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.870, Loss:  0.250
Epoch  26 Batch  423/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.281
Epoch  26 Batch  424/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.872, Loss:  0.265
Epoch  26 Batch  425/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.235
Epoch  26 Batch  426/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.874, Loss:  0.274
Epoch  26 Batch  427/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.878, Loss:  0.263
Epoch  26 Batch  428/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.865, Loss:  0.239
Epoch  26 Batch  429/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.865, Loss:  0.252
Epoch  26 Batch  430/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.865, Loss:  0.234
Epoch  26 Batch  431/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.861, Loss:  0.251
Epoch  26 Batch  432/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.857, Loss:  0.256
Epoch  26 Batch  433/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.271
Epoch  26 Batch  434/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.861, Loss:  0.261
Epoch  26 Batch  435/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.855, Loss:  0.271
Epoch  26 Batch  436/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.848, Loss:  0.250
Epoch  26 Batch  437/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.845, Loss:  0.258
Epoch  26 Batch  438/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.831, Loss:  0.274
Epoch  26 Batch  439/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.833, Loss:  0.287
Epoch  26 Batch  440/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.833, Loss:  0.259
Epoch  26 Batch  441/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.833, Loss:  0.271
Epoch  26 Batch  442/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.837, Loss:  0.233
Epoch  26 Batch  443/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.837, Loss:  0.250
Epoch  26 Batch  444/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.843, Loss:  0.262
Epoch  26 Batch  445/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.848, Loss:  0.268
Epoch  26 Batch  446/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.853, Loss:  0.207
Epoch  26 Batch  447/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.854, Loss:  0.274
Epoch  26 Batch  448/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.864, Loss:  0.288
Epoch  26 Batch  449/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.861, Loss:  0.279
Epoch  26 Batch  450/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.858, Loss:  0.259
Epoch  26 Batch  451/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.862, Loss:  0.251
Epoch  26 Batch  452/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.260
Epoch  26 Batch  453/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.876, Loss:  0.259
Epoch  26 Batch  454/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.873, Loss:  0.254
Epoch  26 Batch  455/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.878, Loss:  0.255
Epoch  26 Batch  456/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.877, Loss:  0.244
Epoch  26 Batch  457/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.879, Loss:  0.246
Epoch  26 Batch  458/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.881, Loss:  0.264
Epoch  26 Batch  459/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.876, Loss:  0.243
Epoch  26 Batch  460/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.876, Loss:  0.276
Epoch  26 Batch  461/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.870, Loss:  0.243
Epoch  26 Batch  462/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.868, Loss:  0.247
Epoch  26 Batch  463/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.868, Loss:  0.266
Epoch  26 Batch  464/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.867, Loss:  0.265
Epoch  26 Batch  465/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.280
Epoch  26 Batch  466/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.875, Loss:  0.247
Epoch  26 Batch  467/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.264
Epoch  26 Batch  468/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.254
Epoch  26 Batch  469/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.256
Epoch  26 Batch  470/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.875, Loss:  0.259
Epoch  26 Batch  471/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.875, Loss:  0.251
Epoch  26 Batch  472/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.231
Epoch  26 Batch  473/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.875, Loss:  0.272
Epoch  26 Batch  474/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.875, Loss:  0.254
Epoch  26 Batch  475/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.878, Loss:  0.262
Epoch  26 Batch  476/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.248
Epoch  26 Batch  477/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.881, Loss:  0.248
Epoch  26 Batch  478/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.881, Loss:  0.271
Epoch  26 Batch  479/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.881, Loss:  0.257
Epoch  26 Batch  480/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.881, Loss:  0.262
Epoch  26 Batch  481/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.880, Loss:  0.256
Epoch  26 Batch  482/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.879, Loss:  0.289
Epoch  26 Batch  483/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.264
Epoch  26 Batch  484/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.242
Epoch  26 Batch  485/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.883, Loss:  0.254
Epoch  26 Batch  486/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.252
Epoch  26 Batch  487/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.269
Epoch  26 Batch  488/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.879, Loss:  0.249
Epoch  26 Batch  489/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.241
Epoch  26 Batch  490/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.259
Epoch  26 Batch  491/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.876, Loss:  0.253
Epoch  26 Batch  492/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.876, Loss:  0.261
Epoch  26 Batch  493/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.876, Loss:  0.236
Epoch  26 Batch  494/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.871, Loss:  0.241
Epoch  26 Batch  495/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.875, Loss:  0.253
Epoch  26 Batch  496/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.268
Epoch  26 Batch  497/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.880, Loss:  0.297
Epoch  26 Batch  498/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.876, Loss:  0.263
Epoch  26 Batch  499/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.876, Loss:  0.242
Epoch  26 Batch  500/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.873, Loss:  0.238
Epoch  26 Batch  501/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.255
Epoch  26 Batch  502/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.876, Loss:  0.244
Epoch  26 Batch  503/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.259
Epoch  26 Batch  504/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.875, Loss:  0.250
Epoch  26 Batch  505/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.213
Epoch  26 Batch  506/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.247
Epoch  26 Batch  507/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.872, Loss:  0.238
Epoch  26 Batch  508/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.247
Epoch  26 Batch  509/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.864, Loss:  0.271
Epoch  26 Batch  510/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.252
Epoch  26 Batch  511/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.237
Epoch  26 Batch  512/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.878, Loss:  0.239
Epoch  26 Batch  513/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.878, Loss:  0.265
Epoch  26 Batch  514/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.876, Loss:  0.249
Epoch  26 Batch  515/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.239
Epoch  26 Batch  516/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.239
Epoch  26 Batch  517/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.880, Loss:  0.256
Epoch  26 Batch  518/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.870, Loss:  0.257
Epoch  26 Batch  519/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.871, Loss:  0.249
Epoch  26 Batch  520/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.871, Loss:  0.234
Epoch  26 Batch  521/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.871, Loss:  0.250
Epoch  26 Batch  522/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.868, Loss:  0.279
Epoch  26 Batch  523/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.867, Loss:  0.267
Epoch  26 Batch  524/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.868, Loss:  0.272
Epoch  26 Batch  525/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.273
Epoch  26 Batch  526/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.866, Loss:  0.251
Epoch  26 Batch  527/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.866, Loss:  0.245
Epoch  26 Batch  528/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.234
Epoch  26 Batch  529/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.867, Loss:  0.230
Epoch  26 Batch  530/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.867, Loss:  0.266
Epoch  26 Batch  531/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.867, Loss:  0.240
Epoch  26 Batch  532/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.867, Loss:  0.261
Epoch  26 Batch  533/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.868, Loss:  0.270
Epoch  26 Batch  534/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.865, Loss:  0.277
Epoch  26 Batch  535/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.860, Loss:  0.245
Epoch  26 Batch  536/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.254
Epoch  26 Batch  537/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.868, Loss:  0.241
Epoch  26 Batch  538/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.866, Loss:  0.225
Epoch  26 Batch  539/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.868, Loss:  0.288
Epoch  26 Batch  540/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.866, Loss:  0.233
Epoch  26 Batch  541/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.866, Loss:  0.247
Epoch  26 Batch  542/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.867, Loss:  0.278
Epoch  26 Batch  543/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.259
Epoch  26 Batch  544/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.255
Epoch  26 Batch  545/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.279
Epoch  26 Batch  546/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.867, Loss:  0.279
Epoch  26 Batch  547/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.867, Loss:  0.256
Epoch  26 Batch  548/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.281
Epoch  26 Batch  549/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.873, Loss:  0.294
Epoch  26 Batch  550/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.873, Loss:  0.285
Epoch  26 Batch  551/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.876, Loss:  0.286
Epoch  26 Batch  552/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.876, Loss:  0.283
Epoch  26 Batch  553/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.872, Loss:  0.277
Epoch  26 Batch  554/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.880, Loss:  0.257
Epoch  26 Batch  555/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.878, Loss:  0.247
Epoch  26 Batch  556/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.874, Loss:  0.240
Epoch  26 Batch  557/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.869, Loss:  0.237
Epoch  26 Batch  558/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.222
Epoch  26 Batch  559/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.268
Epoch  26 Batch  560/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.876, Loss:  0.267
Epoch  26 Batch  561/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.249
Epoch  26 Batch  562/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.870, Loss:  0.245
Epoch  26 Batch  563/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.870, Loss:  0.274
Epoch  26 Batch  564/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.872, Loss:  0.272
Epoch  26 Batch  565/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.871, Loss:  0.280
Epoch  26 Batch  566/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.868, Loss:  0.284
Epoch  26 Batch  567/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.874, Loss:  0.259
Epoch  26 Batch  568/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.879, Loss:  0.257
Epoch  26 Batch  569/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.876, Loss:  0.277
Epoch  26 Batch  570/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.875, Loss:  0.292
Epoch  26 Batch  571/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.877, Loss:  0.244
Epoch  26 Batch  572/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.878, Loss:  0.246
Epoch  26 Batch  573/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.879, Loss:  0.267
Epoch  26 Batch  574/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.272
Epoch  26 Batch  575/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.264
Epoch  26 Batch  576/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.249
Epoch  26 Batch  577/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.269
Epoch  26 Batch  578/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.875, Loss:  0.275
Epoch  26 Batch  579/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.878, Loss:  0.239
Epoch  26 Batch  580/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.221
Epoch  26 Batch  581/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.870, Loss:  0.229
Epoch  26 Batch  582/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.869, Loss:  0.265
Epoch  26 Batch  583/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.869, Loss:  0.267
Epoch  26 Batch  584/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.866, Loss:  0.259
Epoch  26 Batch  585/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.231
Epoch  26 Batch  586/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.866, Loss:  0.254
Epoch  26 Batch  587/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.864, Loss:  0.243
Epoch  26 Batch  588/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.237
Epoch  26 Batch  589/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.864, Loss:  0.248
Epoch  26 Batch  590/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.265
Epoch  26 Batch  591/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.868, Loss:  0.232
Epoch  26 Batch  592/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.867, Loss:  0.262
Epoch  26 Batch  593/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.867, Loss:  0.266
Epoch  26 Batch  594/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.872, Loss:  0.265
Epoch  26 Batch  595/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.872, Loss:  0.259
Epoch  26 Batch  596/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.272
Epoch  26 Batch  597/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.879, Loss:  0.264
Epoch  26 Batch  598/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.265
Epoch  26 Batch  599/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.880, Loss:  0.320
Epoch  26 Batch  600/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.884, Loss:  0.236
Epoch  26 Batch  601/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.885, Loss:  0.256
Epoch  26 Batch  602/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.885, Loss:  0.270
Epoch  26 Batch  603/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.248
Epoch  26 Batch  604/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.881, Loss:  0.265
Epoch  26 Batch  605/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.881, Loss:  0.283
Epoch  26 Batch  606/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.236
Epoch  26 Batch  607/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.882, Loss:  0.253
Epoch  26 Batch  608/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.268
Epoch  26 Batch  609/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.884, Loss:  0.266
Epoch  26 Batch  610/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.282
Epoch  26 Batch  611/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.272
Epoch  26 Batch  612/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.889, Loss:  0.234
Epoch  26 Batch  613/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.270
Epoch  26 Batch  614/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.242
Epoch  26 Batch  615/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.255
Epoch  26 Batch  616/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.278
Epoch  26 Batch  617/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.248
Epoch  26 Batch  618/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.886, Loss:  0.258
Epoch  26 Batch  619/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.248
Epoch  26 Batch  620/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.881, Loss:  0.257
Epoch  26 Batch  621/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.875, Loss:  0.266
Epoch  26 Batch  622/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.258
Epoch  26 Batch  623/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.877, Loss:  0.272
Epoch  26 Batch  624/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.244
Epoch  26 Batch  625/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.879, Loss:  0.240
Epoch  26 Batch  626/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.881, Loss:  0.239
Epoch  26 Batch  627/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.880, Loss:  0.245
Epoch  26 Batch  628/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.885, Loss:  0.275
Epoch  26 Batch  629/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.265
Epoch  26 Batch  630/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.257
Epoch  26 Batch  631/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.270
Epoch  26 Batch  632/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.880, Loss:  0.258
Epoch  26 Batch  633/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.880, Loss:  0.254
Epoch  26 Batch  634/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.235
Epoch  26 Batch  635/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.883, Loss:  0.297
Epoch  26 Batch  636/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.252
Epoch  26 Batch  637/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.871, Loss:  0.258
Epoch  26 Batch  638/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.875, Loss:  0.257
Epoch  26 Batch  639/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.261
Epoch  26 Batch  640/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.869, Loss:  0.229
Epoch  26 Batch  641/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.259
Epoch  26 Batch  642/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.875, Loss:  0.270
Epoch  26 Batch  643/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.242
Epoch  26 Batch  644/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.260
Epoch  26 Batch  645/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.241
Epoch  26 Batch  646/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.249
Epoch  26 Batch  647/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.865, Loss:  0.259
Epoch  26 Batch  648/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.257
Epoch  26 Batch  649/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.869, Loss:  0.255
Epoch  26 Batch  650/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.868, Loss:  0.248
Epoch  26 Batch  651/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.868, Loss:  0.258
Epoch  26 Batch  652/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.254
Epoch  26 Batch  653/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.264
Epoch  26 Batch  654/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.243
Epoch  26 Batch  655/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.267
Epoch  26 Batch  656/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.876, Loss:  0.272
Epoch  26 Batch  657/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.265
Epoch  26 Batch  658/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.247
Epoch  26 Batch  659/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.871, Loss:  0.260
Epoch  26 Batch  660/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.277
Epoch  26 Batch  661/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.875, Loss:  0.234
Epoch  26 Batch  662/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.875, Loss:  0.249
Epoch  26 Batch  663/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.219
Epoch  26 Batch  664/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.867, Loss:  0.262
Epoch  26 Batch  665/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.871, Loss:  0.251
Epoch  26 Batch  666/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.874, Loss:  0.265
Epoch  26 Batch  667/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.879, Loss:  0.262
Epoch  26 Batch  668/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.237
Epoch  26 Batch  669/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.247
Epoch  26 Batch  670/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.878, Loss:  0.241
Epoch  26 Batch  671/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.874, Loss:  0.269
Epoch  26 Batch  672/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.240
Epoch  26 Batch  673/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.878, Loss:  0.237
Epoch  26 Batch  674/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.879, Loss:  0.253
Epoch  26 Batch  675/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.879, Loss:  0.300
Epoch  26 Batch  676/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.873, Loss:  0.258
Epoch  26 Batch  677/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.874, Loss:  0.283
Epoch  26 Batch  678/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.250
Epoch  26 Batch  679/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.875, Loss:  0.259
Epoch  26 Batch  680/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.874, Loss:  0.243
Epoch  26 Batch  681/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.285
Epoch  26 Batch  682/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.882, Loss:  0.264
Epoch  26 Batch  683/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.234
Epoch  26 Batch  684/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.257
Epoch  26 Batch  685/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.261
Epoch  26 Batch  686/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.245
Epoch  26 Batch  687/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.271
Epoch  26 Batch  688/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.239
Epoch  26 Batch  689/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.876, Loss:  0.248
Epoch  26 Batch  690/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.240
Epoch  26 Batch  691/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.877, Loss:  0.278
Epoch  26 Batch  692/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.877, Loss:  0.244
Epoch  26 Batch  693/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.877, Loss:  0.284
Epoch  26 Batch  694/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.871, Loss:  0.255
Epoch  26 Batch  695/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.244
Epoch  26 Batch  696/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.869, Loss:  0.273
Epoch  26 Batch  697/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.868, Loss:  0.249
Epoch  26 Batch  698/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.868, Loss:  0.241
Epoch  26 Batch  699/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.872, Loss:  0.251
Epoch  26 Batch  700/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.868, Loss:  0.236
Epoch  26 Batch  701/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.866, Loss:  0.272
Epoch  26 Batch  702/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.867, Loss:  0.282
Epoch  26 Batch  703/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.867, Loss:  0.270
Epoch  26 Batch  704/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.867, Loss:  0.291
Epoch  26 Batch  705/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.863, Loss:  0.270
Epoch  26 Batch  706/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.864, Loss:  0.290
Epoch  26 Batch  707/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.864, Loss:  0.249
Epoch  26 Batch  708/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.865, Loss:  0.269
Epoch  26 Batch  709/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.865, Loss:  0.279
Epoch  26 Batch  710/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.868, Loss:  0.233
Epoch  26 Batch  711/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.868, Loss:  0.305
Epoch  26 Batch  712/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.244
Epoch  26 Batch  713/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.240
Epoch  26 Batch  714/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.871, Loss:  0.249
Epoch  26 Batch  715/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.884, Loss:  0.279
Epoch  26 Batch  716/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.888, Loss:  0.227
Epoch  26 Batch  717/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.876, Loss:  0.258
Epoch  26 Batch  718/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.865, Loss:  0.255
Epoch  26 Batch  719/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.252
Epoch  26 Batch  720/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.865, Loss:  0.286
Epoch  26 Batch  721/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.253
Epoch  26 Batch  722/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.868, Loss:  0.237
Epoch  26 Batch  723/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.878, Loss:  0.255
Epoch  26 Batch  724/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.876, Loss:  0.284
Epoch  26 Batch  725/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.220
Epoch  26 Batch  726/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.235
Epoch  26 Batch  727/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.877, Loss:  0.223
Epoch  26 Batch  728/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.882, Loss:  0.283
Epoch  26 Batch  729/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.259
Epoch  26 Batch  730/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.262
Epoch  26 Batch  731/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.881, Loss:  0.265
Epoch  26 Batch  732/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.275
Epoch  26 Batch  733/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.877, Loss:  0.272
Epoch  26 Batch  734/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.277
Epoch  26 Batch  735/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.873, Loss:  0.243
Epoch  26 Batch  736/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.873, Loss:  0.248
Epoch  26 Batch  737/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.290
Epoch  26 Batch  738/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.234
Epoch  26 Batch  739/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.868, Loss:  0.221
Epoch  26 Batch  740/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.872, Loss:  0.243
Epoch  26 Batch  741/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.872, Loss:  0.273
Epoch  26 Batch  742/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.254
Epoch  26 Batch  743/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.878, Loss:  0.258
Epoch  26 Batch  744/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.230
Epoch  26 Batch  745/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.249
Epoch  26 Batch  746/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.877, Loss:  0.254
Epoch  26 Batch  747/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.222
Epoch  26 Batch  748/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.253
Epoch  26 Batch  749/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.877, Loss:  0.282
Epoch  26 Batch  750/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.874, Loss:  0.268
Epoch  26 Batch  751/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.875, Loss:  0.268
Epoch  26 Batch  752/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.878, Loss:  0.240
Epoch  26 Batch  753/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.253
Epoch  26 Batch  754/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.880, Loss:  0.264
Epoch  26 Batch  755/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.878, Loss:  0.257
Epoch  26 Batch  756/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.874, Loss:  0.243
Epoch  26 Batch  757/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.262
Epoch  26 Batch  758/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.875, Loss:  0.217
Epoch  26 Batch  759/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.877, Loss:  0.225
Epoch  26 Batch  760/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.881, Loss:  0.254
Epoch  26 Batch  761/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.881, Loss:  0.273
Epoch  26 Batch  762/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.877, Loss:  0.236
Epoch  26 Batch  763/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.234
Epoch  26 Batch  764/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.268
Epoch  26 Batch  765/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.882, Loss:  0.241
Epoch  26 Batch  766/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.886, Loss:  0.263
Epoch  26 Batch  767/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.886, Loss:  0.247
Epoch  26 Batch  768/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.242
Epoch  26 Batch  769/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.241
Epoch  26 Batch  770/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.881, Loss:  0.248
Epoch  26 Batch  771/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.268
Epoch  26 Batch  772/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.885, Loss:  0.257
Epoch  26 Batch  773/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.239
Epoch  26 Batch  774/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.280
Epoch  26 Batch  775/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.255
Epoch  26 Batch  776/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.236
Epoch  26 Batch  777/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.880, Loss:  0.250
Epoch  26 Batch  778/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.875, Loss:  0.244
Epoch  26 Batch  779/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.875, Loss:  0.262
Epoch  26 Batch  780/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.874, Loss:  0.265
Epoch  26 Batch  781/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.875, Loss:  0.244
Epoch  26 Batch  782/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.876, Loss:  0.248
Epoch  26 Batch  783/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.272
Epoch  26 Batch  784/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.876, Loss:  0.239
Epoch  26 Batch  785/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.875, Loss:  0.240
Epoch  26 Batch  786/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.874, Loss:  0.252
Epoch  26 Batch  787/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.870, Loss:  0.237
Epoch  26 Batch  788/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.240
Epoch  26 Batch  789/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.874, Loss:  0.252
Epoch  26 Batch  790/1077 - Train Accuracy:  0.819, Validation Accuracy:  0.870, Loss:  0.279
Epoch  26 Batch  791/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.258
Epoch  26 Batch  792/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.276
Epoch  26 Batch  793/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.869, Loss:  0.260
Epoch  26 Batch  794/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.871, Loss:  0.232
Epoch  26 Batch  795/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.870, Loss:  0.277
Epoch  26 Batch  796/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.873, Loss:  0.260
Epoch  26 Batch  797/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.263
Epoch  26 Batch  798/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.872, Loss:  0.269
Epoch  26 Batch  799/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.871, Loss:  0.276
Epoch  26 Batch  800/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.873, Loss:  0.240
Epoch  26 Batch  801/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.871, Loss:  0.278
Epoch  26 Batch  802/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.867, Loss:  0.268
Epoch  26 Batch  803/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.866, Loss:  0.257
Epoch  26 Batch  804/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.248
Epoch  26 Batch  805/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.866, Loss:  0.274
Epoch  26 Batch  806/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.866, Loss:  0.244
Epoch  26 Batch  807/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.865, Loss:  0.223
Epoch  26 Batch  808/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.867, Loss:  0.279
Epoch  26 Batch  809/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.867, Loss:  0.262
Epoch  26 Batch  810/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.872, Loss:  0.238
Epoch  26 Batch  811/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.872, Loss:  0.239
Epoch  26 Batch  812/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.271
Epoch  26 Batch  813/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.874, Loss:  0.269
Epoch  26 Batch  814/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.873, Loss:  0.267
Epoch  26 Batch  815/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.878, Loss:  0.252
Epoch  26 Batch  816/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.254
Epoch  26 Batch  817/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.875, Loss:  0.275
Epoch  26 Batch  818/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.875, Loss:  0.252
Epoch  26 Batch  819/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.879, Loss:  0.236
Epoch  26 Batch  820/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.876, Loss:  0.278
Epoch  26 Batch  821/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.867, Loss:  0.253
Epoch  26 Batch  822/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.869, Loss:  0.260
Epoch  26 Batch  823/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.869, Loss:  0.240
Epoch  26 Batch  824/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.867, Loss:  0.232
Epoch  26 Batch  825/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.867, Loss:  0.247
Epoch  26 Batch  826/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.866, Loss:  0.245
Epoch  26 Batch  827/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.267
Epoch  26 Batch  828/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.868, Loss:  0.250
Epoch  26 Batch  829/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.868, Loss:  0.279
Epoch  26 Batch  830/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.873, Loss:  0.251
Epoch  26 Batch  831/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.875, Loss:  0.253
Epoch  26 Batch  832/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.875, Loss:  0.250
Epoch  26 Batch  833/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.877, Loss:  0.241
Epoch  26 Batch  834/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.877, Loss:  0.278
Epoch  26 Batch  835/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.873, Loss:  0.285
Epoch  26 Batch  836/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.260
Epoch  26 Batch  837/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.873, Loss:  0.281
Epoch  26 Batch  838/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.878, Loss:  0.245
Epoch  26 Batch  839/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.868, Loss:  0.242
Epoch  26 Batch  840/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.872, Loss:  0.235
Epoch  26 Batch  841/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.873, Loss:  0.273
Epoch  26 Batch  842/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.245
Epoch  26 Batch  843/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.863, Loss:  0.248
Epoch  26 Batch  844/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.881, Loss:  0.248
Epoch  26 Batch  845/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.880, Loss:  0.235
Epoch  26 Batch  846/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.872, Loss:  0.282
Epoch  26 Batch  847/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.869, Loss:  0.271
Epoch  26 Batch  848/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.251
Epoch  26 Batch  849/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.875, Loss:  0.240
Epoch  26 Batch  850/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.270
Epoch  26 Batch  851/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.248
Epoch  26 Batch  852/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.879, Loss:  0.265
Epoch  26 Batch  853/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.880, Loss:  0.237
Epoch  26 Batch  854/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.887, Loss:  0.257
Epoch  26 Batch  855/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.883, Loss:  0.251
Epoch  26 Batch  856/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.882, Loss:  0.252
Epoch  26 Batch  857/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.880, Loss:  0.231
Epoch  26 Batch  858/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.880, Loss:  0.253
Epoch  26 Batch  859/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.875, Loss:  0.280
Epoch  26 Batch  860/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.875, Loss:  0.251
Epoch  26 Batch  861/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.863, Loss:  0.260
Epoch  26 Batch  862/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.865, Loss:  0.251
Epoch  26 Batch  863/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.859, Loss:  0.232
Epoch  26 Batch  864/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.860, Loss:  0.237
Epoch  26 Batch  865/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.858, Loss:  0.248
Epoch  26 Batch  866/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.859, Loss:  0.272
Epoch  26 Batch  867/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.858, Loss:  0.317
Epoch  26 Batch  868/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.853, Loss:  0.264
Epoch  26 Batch  869/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.856, Loss:  0.265
Epoch  26 Batch  870/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.856, Loss:  0.271
Epoch  26 Batch  871/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.860, Loss:  0.251
Epoch  26 Batch  872/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.862, Loss:  0.237
Epoch  26 Batch  873/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.860, Loss:  0.251
Epoch  26 Batch  874/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.865, Loss:  0.273
Epoch  26 Batch  875/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.869, Loss:  0.256
Epoch  26 Batch  876/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.865, Loss:  0.263
Epoch  26 Batch  877/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.864, Loss:  0.236
Epoch  26 Batch  878/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.864, Loss:  0.265
Epoch  26 Batch  879/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.860, Loss:  0.225
Epoch  26 Batch  880/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.868, Loss:  0.263
Epoch  26 Batch  881/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.868, Loss:  0.259
Epoch  26 Batch  882/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.873, Loss:  0.270
Epoch  26 Batch  883/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.873, Loss:  0.323
Epoch  26 Batch  884/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.243
Epoch  26 Batch  885/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.211
Epoch  26 Batch  886/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.876, Loss:  0.280
Epoch  26 Batch  887/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.876, Loss:  0.291
Epoch  26 Batch  888/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.876, Loss:  0.245
Epoch  26 Batch  889/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.243
Epoch  26 Batch  890/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.876, Loss:  0.253
Epoch  26 Batch  891/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.876, Loss:  0.257
Epoch  26 Batch  892/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.881, Loss:  0.234
Epoch  26 Batch  893/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.877, Loss:  0.266
Epoch  26 Batch  894/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.881, Loss:  0.236
Epoch  26 Batch  895/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.877, Loss:  0.251
Epoch  26 Batch  896/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.277
Epoch  26 Batch  897/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.870, Loss:  0.228
Epoch  26 Batch  898/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.870, Loss:  0.221
Epoch  26 Batch  899/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.871, Loss:  0.260
Epoch  26 Batch  900/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.875, Loss:  0.261
Epoch  26 Batch  901/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.877, Loss:  0.279
Epoch  26 Batch  902/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.874, Loss:  0.271
Epoch  26 Batch  903/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.248
Epoch  26 Batch  904/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.878, Loss:  0.255
Epoch  26 Batch  905/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.879, Loss:  0.257
Epoch  26 Batch  906/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.875, Loss:  0.231
Epoch  26 Batch  907/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.878, Loss:  0.241
Epoch  26 Batch  908/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.878, Loss:  0.262
Epoch  26 Batch  909/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.878, Loss:  0.243
Epoch  26 Batch  910/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.878, Loss:  0.235
Epoch  26 Batch  911/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.874, Loss:  0.232
Epoch  26 Batch  912/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.277
Epoch  26 Batch  913/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.280
Epoch  26 Batch  914/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.255
Epoch  26 Batch  915/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.868, Loss:  0.277
Epoch  26 Batch  916/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.872, Loss:  0.272
Epoch  26 Batch  917/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.873, Loss:  0.263
Epoch  26 Batch  918/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.873, Loss:  0.224
Epoch  26 Batch  919/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.873, Loss:  0.246
Epoch  26 Batch  920/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.274
Epoch  26 Batch  921/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.876, Loss:  0.279
Epoch  26 Batch  922/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.872, Loss:  0.252
Epoch  26 Batch  923/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.880, Loss:  0.264
Epoch  26 Batch  924/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.269
Epoch  26 Batch  925/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.257
Epoch  26 Batch  926/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.886, Loss:  0.256
Epoch  26 Batch  927/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.876, Loss:  0.272
Epoch  26 Batch  928/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.875, Loss:  0.238
Epoch  26 Batch  929/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.270
Epoch  26 Batch  930/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.875, Loss:  0.243
Epoch  26 Batch  931/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.246
Epoch  26 Batch  932/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.879, Loss:  0.231
Epoch  26 Batch  933/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.881, Loss:  0.270
Epoch  26 Batch  934/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.871, Loss:  0.245
Epoch  26 Batch  935/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.259
Epoch  26 Batch  936/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.883, Loss:  0.255
Epoch  26 Batch  937/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.288
Epoch  26 Batch  938/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.277
Epoch  26 Batch  939/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.877, Loss:  0.289
Epoch  26 Batch  940/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.252
Epoch  26 Batch  941/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.874, Loss:  0.236
Epoch  26 Batch  942/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.874, Loss:  0.267
Epoch  26 Batch  943/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.254
Epoch  26 Batch  944/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.869, Loss:  0.235
Epoch  26 Batch  945/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.872, Loss:  0.253
Epoch  26 Batch  946/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.872, Loss:  0.241
Epoch  26 Batch  947/1077 - Train Accuracy:  0.822, Validation Accuracy:  0.873, Loss:  0.291
Epoch  26 Batch  948/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.256
Epoch  26 Batch  949/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.873, Loss:  0.222
Epoch  26 Batch  950/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.868, Loss:  0.247
Epoch  26 Batch  951/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.867, Loss:  0.252
Epoch  26 Batch  952/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.868, Loss:  0.233
Epoch  26 Batch  953/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.869, Loss:  0.233
Epoch  26 Batch  954/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.874, Loss:  0.267
Epoch  26 Batch  955/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.250
Epoch  26 Batch  956/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.893, Loss:  0.243
Epoch  26 Batch  957/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.885, Loss:  0.244
Epoch  26 Batch  958/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.871, Loss:  0.260
Epoch  26 Batch  959/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.871, Loss:  0.243
Epoch  26 Batch  960/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.870, Loss:  0.232
Epoch  26 Batch  961/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.271
Epoch  26 Batch  962/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.865, Loss:  0.247
Epoch  26 Batch  963/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.866, Loss:  0.291
Epoch  26 Batch  964/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.228
Epoch  26 Batch  965/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.283
Epoch  26 Batch  966/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.224
Epoch  26 Batch  967/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.223
Epoch  26 Batch  968/1077 - Train Accuracy:  0.832, Validation Accuracy:  0.872, Loss:  0.278
Epoch  26 Batch  969/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.283
Epoch  26 Batch  970/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.266
Epoch  26 Batch  971/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.248
Epoch  26 Batch  972/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.234
Epoch  26 Batch  973/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.876, Loss:  0.243
Epoch  26 Batch  974/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.880, Loss:  0.243
Epoch  26 Batch  975/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.886, Loss:  0.246
Epoch  26 Batch  976/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.874, Loss:  0.242
Epoch  26 Batch  977/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.247
Epoch  26 Batch  978/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.875, Loss:  0.258
Epoch  26 Batch  979/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.268
Epoch  26 Batch  980/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.267
Epoch  26 Batch  981/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.870, Loss:  0.258
Epoch  26 Batch  982/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.870, Loss:  0.265
Epoch  26 Batch  983/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.869, Loss:  0.258
Epoch  26 Batch  984/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.870, Loss:  0.277
Epoch  26 Batch  985/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.248
Epoch  26 Batch  986/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.880, Loss:  0.255
Epoch  26 Batch  987/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.879, Loss:  0.228
Epoch  26 Batch  988/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.264
Epoch  26 Batch  989/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.877, Loss:  0.277
Epoch  26 Batch  990/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.873, Loss:  0.262
Epoch  26 Batch  991/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.267
Epoch  26 Batch  992/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.259
Epoch  26 Batch  993/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.879, Loss:  0.223
Epoch  26 Batch  994/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.258
Epoch  26 Batch  995/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.873, Loss:  0.254
Epoch  26 Batch  996/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.874, Loss:  0.244
Epoch  26 Batch  997/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.869, Loss:  0.281
Epoch  26 Batch  998/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.869, Loss:  0.237
Epoch  26 Batch  999/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.252
Epoch  26 Batch 1000/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.862, Loss:  0.240
Epoch  26 Batch 1001/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.862, Loss:  0.227
Epoch  26 Batch 1002/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.236
Epoch  26 Batch 1003/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.251
Epoch  26 Batch 1004/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.862, Loss:  0.263
Epoch  26 Batch 1005/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.862, Loss:  0.255
Epoch  26 Batch 1006/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.861, Loss:  0.229
Epoch  26 Batch 1007/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.861, Loss:  0.244
Epoch  26 Batch 1008/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.861, Loss:  0.282
Epoch  26 Batch 1009/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.866, Loss:  0.244
Epoch  26 Batch 1010/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.865, Loss:  0.264
Epoch  26 Batch 1011/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.865, Loss:  0.242
Epoch  26 Batch 1012/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.865, Loss:  0.249
Epoch  26 Batch 1013/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.865, Loss:  0.230
Epoch  26 Batch 1014/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.864, Loss:  0.273
Epoch  26 Batch 1015/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.863, Loss:  0.286
Epoch  26 Batch 1016/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.863, Loss:  0.289
Epoch  26 Batch 1017/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.863, Loss:  0.252
Epoch  26 Batch 1018/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.863, Loss:  0.263
Epoch  26 Batch 1019/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.868, Loss:  0.280
Epoch  26 Batch 1020/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.868, Loss:  0.249
Epoch  26 Batch 1021/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.243
Epoch  26 Batch 1022/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.865, Loss:  0.233
Epoch  26 Batch 1023/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.866, Loss:  0.221
Epoch  26 Batch 1024/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.869, Loss:  0.291
Epoch  26 Batch 1025/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.865, Loss:  0.259
Epoch  26 Batch 1026/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.864, Loss:  0.240
Epoch  26 Batch 1027/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.869, Loss:  0.267
Epoch  26 Batch 1028/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.874, Loss:  0.265
Epoch  26 Batch 1029/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.864, Loss:  0.246
Epoch  26 Batch 1030/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.860, Loss:  0.253
Epoch  26 Batch 1031/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.283
Epoch  26 Batch 1032/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.285
Epoch  26 Batch 1033/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.240
Epoch  26 Batch 1034/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.865, Loss:  0.260
Epoch  26 Batch 1035/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.864, Loss:  0.216
Epoch  26 Batch 1036/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.855, Loss:  0.279
Epoch  26 Batch 1037/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.855, Loss:  0.265
Epoch  26 Batch 1038/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.857, Loss:  0.251
Epoch  26 Batch 1039/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.857, Loss:  0.249
Epoch  26 Batch 1040/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.850, Loss:  0.262
Epoch  26 Batch 1041/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.852, Loss:  0.263
Epoch  26 Batch 1042/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.853, Loss:  0.249
Epoch  26 Batch 1043/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.853, Loss:  0.274
Epoch  26 Batch 1044/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.261
Epoch  26 Batch 1045/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.857, Loss:  0.261
Epoch  26 Batch 1046/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.858, Loss:  0.224
Epoch  26 Batch 1047/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.861, Loss:  0.250
Epoch  26 Batch 1048/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.865, Loss:  0.247
Epoch  26 Batch 1049/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.865, Loss:  0.284
Epoch  26 Batch 1050/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.231
Epoch  26 Batch 1051/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.260
Epoch  26 Batch 1052/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.870, Loss:  0.253
Epoch  26 Batch 1053/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.870, Loss:  0.259
Epoch  26 Batch 1054/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.867, Loss:  0.245
Epoch  26 Batch 1055/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.867, Loss:  0.243
Epoch  26 Batch 1056/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.867, Loss:  0.246
Epoch  26 Batch 1057/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.866, Loss:  0.261
Epoch  26 Batch 1058/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.861, Loss:  0.265
Epoch  26 Batch 1059/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.859, Loss:  0.291
Epoch  26 Batch 1060/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.859, Loss:  0.234
Epoch  26 Batch 1061/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.859, Loss:  0.278
Epoch  26 Batch 1062/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.863, Loss:  0.251
Epoch  26 Batch 1063/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.867, Loss:  0.256
Epoch  26 Batch 1064/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.864, Loss:  0.253
Epoch  26 Batch 1065/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.860, Loss:  0.248
Epoch  26 Batch 1066/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.230
Epoch  26 Batch 1067/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.859, Loss:  0.265
Epoch  26 Batch 1068/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.865, Loss:  0.246
Epoch  26 Batch 1069/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.209
Epoch  26 Batch 1070/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.865, Loss:  0.244
Epoch  26 Batch 1071/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.871, Loss:  0.254
Epoch  26 Batch 1072/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.866, Loss:  0.265
Epoch  26 Batch 1073/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.276
Epoch  26 Batch 1074/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.861, Loss:  0.273
Epoch  26 Batch 1075/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.864, Loss:  0.267
Epoch  27 Batch    0/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.233
Epoch  27 Batch    1/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.874, Loss:  0.245
Epoch  27 Batch    2/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.878, Loss:  0.285
Epoch  27 Batch    3/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.237
Epoch  27 Batch    4/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.868, Loss:  0.239
Epoch  27 Batch    5/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.290
Epoch  27 Batch    6/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.253
Epoch  27 Batch    7/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.865, Loss:  0.236
Epoch  27 Batch    8/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.864, Loss:  0.246
Epoch  27 Batch    9/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.864, Loss:  0.249
Epoch  27 Batch   10/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.868, Loss:  0.269
Epoch  27 Batch   11/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.240
Epoch  27 Batch   12/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.271
Epoch  27 Batch   13/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.875, Loss:  0.259
Epoch  27 Batch   14/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.866, Loss:  0.227
Epoch  27 Batch   15/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.862, Loss:  0.242
Epoch  27 Batch   16/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.861, Loss:  0.276
Epoch  27 Batch   17/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.240
Epoch  27 Batch   18/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.263
Epoch  27 Batch   19/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.864, Loss:  0.251
Epoch  27 Batch   20/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.225
Epoch  27 Batch   21/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.260
Epoch  27 Batch   22/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.859, Loss:  0.259
Epoch  27 Batch   23/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.860, Loss:  0.260
Epoch  27 Batch   24/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.861, Loss:  0.248
Epoch  27 Batch   25/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.860, Loss:  0.242
Epoch  27 Batch   26/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.853, Loss:  0.279
Epoch  27 Batch   27/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.853, Loss:  0.230
Epoch  27 Batch   28/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.855, Loss:  0.252
Epoch  27 Batch   29/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.241
Epoch  27 Batch   30/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.860, Loss:  0.252
Epoch  27 Batch   31/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.864, Loss:  0.246
Epoch  27 Batch   32/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.245
Epoch  27 Batch   33/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.863, Loss:  0.232
Epoch  27 Batch   34/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.864, Loss:  0.280
Epoch  27 Batch   35/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.857, Loss:  0.238
Epoch  27 Batch   36/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.859, Loss:  0.247
Epoch  27 Batch   37/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.870, Loss:  0.248
Epoch  27 Batch   38/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.872, Loss:  0.262
Epoch  27 Batch   39/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.873, Loss:  0.284
Epoch  27 Batch   40/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.249
Epoch  27 Batch   41/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.258
Epoch  27 Batch   42/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.874, Loss:  0.284
Epoch  27 Batch   43/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.265
Epoch  27 Batch   44/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.874, Loss:  0.246
Epoch  27 Batch   45/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.869, Loss:  0.266
Epoch  27 Batch   46/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.864, Loss:  0.265
Epoch  27 Batch   47/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.865, Loss:  0.241
Epoch  27 Batch   48/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.299
Epoch  27 Batch   49/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.256
Epoch  27 Batch   50/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.875, Loss:  0.240
Epoch  27 Batch   51/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.240
Epoch  27 Batch   52/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.872, Loss:  0.252
Epoch  27 Batch   53/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.868, Loss:  0.246
Epoch  27 Batch   54/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.872, Loss:  0.299
Epoch  27 Batch   55/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.872, Loss:  0.247
Epoch  27 Batch   56/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.871, Loss:  0.219
Epoch  27 Batch   57/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.871, Loss:  0.242
Epoch  27 Batch   58/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.230
Epoch  27 Batch   59/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.266
Epoch  27 Batch   60/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.856, Loss:  0.241
Epoch  27 Batch   61/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.860, Loss:  0.278
Epoch  27 Batch   62/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.865, Loss:  0.274
Epoch  27 Batch   63/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.865, Loss:  0.221
Epoch  27 Batch   64/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.864, Loss:  0.232
Epoch  27 Batch   65/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.254
Epoch  27 Batch   66/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.865, Loss:  0.239
Epoch  27 Batch   67/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.866, Loss:  0.261
Epoch  27 Batch   68/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.871, Loss:  0.252
Epoch  27 Batch   69/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.874, Loss:  0.293
Epoch  27 Batch   70/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.263
Epoch  27 Batch   71/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.870, Loss:  0.233
Epoch  27 Batch   72/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.273
Epoch  27 Batch   73/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.870, Loss:  0.243
Epoch  27 Batch   74/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.875, Loss:  0.215
Epoch  27 Batch   75/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.270
Epoch  27 Batch   76/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.871, Loss:  0.230
Epoch  27 Batch   77/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.872, Loss:  0.255
Epoch  27 Batch   78/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.870, Loss:  0.298
Epoch  27 Batch   79/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.257
Epoch  27 Batch   80/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.875, Loss:  0.236
Epoch  27 Batch   81/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.870, Loss:  0.235
Epoch  27 Batch   82/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.233
Epoch  27 Batch   83/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.873, Loss:  0.277
Epoch  27 Batch   84/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.877, Loss:  0.250
Epoch  27 Batch   85/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.874, Loss:  0.236
Epoch  27 Batch   86/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.884, Loss:  0.247
Epoch  27 Batch   87/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.885, Loss:  0.289
Epoch  27 Batch   88/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.889, Loss:  0.304
Epoch  27 Batch   89/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.885, Loss:  0.269
Epoch  27 Batch   90/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.271
Epoch  27 Batch   91/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.206
Epoch  27 Batch   92/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.262
Epoch  27 Batch   93/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.876, Loss:  0.279
Epoch  27 Batch   94/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.876, Loss:  0.222
Epoch  27 Batch   95/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.863, Loss:  0.269
Epoch  27 Batch   96/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.870, Loss:  0.255
Epoch  27 Batch   97/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.867, Loss:  0.252
Epoch  27 Batch   98/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.256
Epoch  27 Batch   99/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.240
Epoch  27 Batch  100/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.870, Loss:  0.255
Epoch  27 Batch  101/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.874, Loss:  0.257
Epoch  27 Batch  102/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.870, Loss:  0.229
Epoch  27 Batch  103/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.870, Loss:  0.265
Epoch  27 Batch  104/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.265
Epoch  27 Batch  105/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.876, Loss:  0.267
Epoch  27 Batch  106/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.881, Loss:  0.298
Epoch  27 Batch  107/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.872, Loss:  0.251
Epoch  27 Batch  108/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.879, Loss:  0.231
Epoch  27 Batch  109/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.880, Loss:  0.247
Epoch  27 Batch  110/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.881, Loss:  0.234
Epoch  27 Batch  111/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.261
Epoch  27 Batch  112/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.875, Loss:  0.251
Epoch  27 Batch  113/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.263
Epoch  27 Batch  114/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.236
Epoch  27 Batch  115/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.874, Loss:  0.252
Epoch  27 Batch  116/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.875, Loss:  0.264
Epoch  27 Batch  117/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.874, Loss:  0.259
Epoch  27 Batch  118/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.880, Loss:  0.275
Epoch  27 Batch  119/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.880, Loss:  0.264
Epoch  27 Batch  120/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.274
Epoch  27 Batch  121/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.886, Loss:  0.234
Epoch  27 Batch  122/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.886, Loss:  0.247
Epoch  27 Batch  123/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.234
Epoch  27 Batch  124/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.885, Loss:  0.288
Epoch  27 Batch  125/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.245
Epoch  27 Batch  126/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.875, Loss:  0.220
Epoch  27 Batch  127/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.879, Loss:  0.268
Epoch  27 Batch  128/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.240
Epoch  27 Batch  129/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.879, Loss:  0.246
Epoch  27 Batch  130/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.878, Loss:  0.203
Epoch  27 Batch  131/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.879, Loss:  0.252
Epoch  27 Batch  132/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.879, Loss:  0.254
Epoch  27 Batch  133/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.875, Loss:  0.250
Epoch  27 Batch  134/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.865, Loss:  0.225
Epoch  27 Batch  135/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.864, Loss:  0.246
Epoch  27 Batch  136/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.252
Epoch  27 Batch  137/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.864, Loss:  0.249
Epoch  27 Batch  138/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.866, Loss:  0.246
Epoch  27 Batch  139/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.866, Loss:  0.270
Epoch  27 Batch  140/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.869, Loss:  0.269
Epoch  27 Batch  141/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.873, Loss:  0.245
Epoch  27 Batch  142/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.877, Loss:  0.238
Epoch  27 Batch  143/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.877, Loss:  0.246
Epoch  27 Batch  144/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.876, Loss:  0.288
Epoch  27 Batch  145/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.876, Loss:  0.277
Epoch  27 Batch  146/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.876, Loss:  0.293
Epoch  27 Batch  147/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.881, Loss:  0.266
Epoch  27 Batch  148/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.255
Epoch  27 Batch  149/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.266
Epoch  27 Batch  150/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.248
Epoch  27 Batch  151/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.230
Epoch  27 Batch  152/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.259
Epoch  27 Batch  153/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.283
Epoch  27 Batch  154/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.257
Epoch  27 Batch  155/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.864, Loss:  0.268
Epoch  27 Batch  156/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.863, Loss:  0.251
Epoch  27 Batch  157/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.867, Loss:  0.261
Epoch  27 Batch  158/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.269
Epoch  27 Batch  159/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.866, Loss:  0.214
Epoch  27 Batch  160/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.865, Loss:  0.227
Epoch  27 Batch  161/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.869, Loss:  0.251
Epoch  27 Batch  162/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.289
Epoch  27 Batch  163/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.278
Epoch  27 Batch  164/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.868, Loss:  0.271
Epoch  27 Batch  165/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.242
Epoch  27 Batch  166/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.864, Loss:  0.276
Epoch  27 Batch  167/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.863, Loss:  0.240
Epoch  27 Batch  168/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.864, Loss:  0.280
Epoch  27 Batch  169/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.863, Loss:  0.270
Epoch  27 Batch  170/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.864, Loss:  0.280
Epoch  27 Batch  171/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.868, Loss:  0.226
Epoch  27 Batch  172/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.241
Epoch  27 Batch  173/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.866, Loss:  0.259
Epoch  27 Batch  174/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.862, Loss:  0.260
Epoch  27 Batch  175/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.858, Loss:  0.248
Epoch  27 Batch  176/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.857, Loss:  0.256
Epoch  27 Batch  177/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.861, Loss:  0.265
Epoch  27 Batch  178/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.864, Loss:  0.255
Epoch  27 Batch  179/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.870, Loss:  0.274
Epoch  27 Batch  180/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.870, Loss:  0.254
Epoch  27 Batch  181/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.874, Loss:  0.269
Epoch  27 Batch  182/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.879, Loss:  0.248
Epoch  27 Batch  183/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.884, Loss:  0.270
Epoch  27 Batch  184/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.880, Loss:  0.242
Epoch  27 Batch  185/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.881, Loss:  0.274
Epoch  27 Batch  186/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.881, Loss:  0.260
Epoch  27 Batch  187/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.875, Loss:  0.228
Epoch  27 Batch  188/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.874, Loss:  0.257
Epoch  27 Batch  189/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.874, Loss:  0.246
Epoch  27 Batch  190/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.874, Loss:  0.244
Epoch  27 Batch  191/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.226
Epoch  27 Batch  192/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.877, Loss:  0.274
Epoch  27 Batch  193/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.877, Loss:  0.250
Epoch  27 Batch  194/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.219
Epoch  27 Batch  195/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.245
Epoch  27 Batch  196/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.250
Epoch  27 Batch  197/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.870, Loss:  0.249
Epoch  27 Batch  198/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.868, Loss:  0.242
Epoch  27 Batch  199/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.230
Epoch  27 Batch  200/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.250
Epoch  27 Batch  201/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.875, Loss:  0.227
Epoch  27 Batch  202/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.275
Epoch  27 Batch  203/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.876, Loss:  0.245
Epoch  27 Batch  204/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.878, Loss:  0.283
Epoch  27 Batch  205/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.874, Loss:  0.250
Epoch  27 Batch  206/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.874, Loss:  0.229
Epoch  27 Batch  207/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.874, Loss:  0.244
Epoch  27 Batch  208/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.874, Loss:  0.269
Epoch  27 Batch  209/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.873, Loss:  0.211
Epoch  27 Batch  210/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.877, Loss:  0.265
Epoch  27 Batch  211/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.876, Loss:  0.242
Epoch  27 Batch  212/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.236
Epoch  27 Batch  213/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.881, Loss:  0.235
Epoch  27 Batch  214/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.881, Loss:  0.257
Epoch  27 Batch  215/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.882, Loss:  0.275
Epoch  27 Batch  216/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.883, Loss:  0.240
Epoch  27 Batch  217/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.879, Loss:  0.236
Epoch  27 Batch  218/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.879, Loss:  0.284
Epoch  27 Batch  219/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.878, Loss:  0.232
Epoch  27 Batch  220/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.878, Loss:  0.261
Epoch  27 Batch  221/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.874, Loss:  0.250
Epoch  27 Batch  222/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.251
Epoch  27 Batch  223/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.870, Loss:  0.211
Epoch  27 Batch  224/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.873, Loss:  0.270
Epoch  27 Batch  225/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.876, Loss:  0.256
Epoch  27 Batch  226/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.872, Loss:  0.255
Epoch  27 Batch  227/1077 - Train Accuracy:  0.814, Validation Accuracy:  0.872, Loss:  0.273
Epoch  27 Batch  228/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.872, Loss:  0.242
Epoch  27 Batch  229/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.874, Loss:  0.276
Epoch  27 Batch  230/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.879, Loss:  0.230
Epoch  27 Batch  231/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.875, Loss:  0.276
Epoch  27 Batch  232/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.876, Loss:  0.255
Epoch  27 Batch  233/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.282
Epoch  27 Batch  234/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.880, Loss:  0.284
Epoch  27 Batch  235/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.240
Epoch  27 Batch  236/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.265
Epoch  27 Batch  237/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.871, Loss:  0.226
Epoch  27 Batch  238/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.871, Loss:  0.237
Epoch  27 Batch  239/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.866, Loss:  0.225
Epoch  27 Batch  240/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.866, Loss:  0.238
Epoch  27 Batch  241/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.862, Loss:  0.235
Epoch  27 Batch  242/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.861, Loss:  0.233
Epoch  27 Batch  243/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.864, Loss:  0.260
Epoch  27 Batch  244/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.872, Loss:  0.264
Epoch  27 Batch  245/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.869, Loss:  0.244
Epoch  27 Batch  246/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.242
Epoch  27 Batch  247/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.879, Loss:  0.255
Epoch  27 Batch  248/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.876, Loss:  0.246
Epoch  27 Batch  249/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.876, Loss:  0.273
Epoch  27 Batch  250/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.228
Epoch  27 Batch  251/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.879, Loss:  0.244
Epoch  27 Batch  252/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.877, Loss:  0.233
Epoch  27 Batch  253/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.877, Loss:  0.247
Epoch  27 Batch  254/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.872, Loss:  0.243
Epoch  27 Batch  255/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.871, Loss:  0.250
Epoch  27 Batch  256/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.864, Loss:  0.282
Epoch  27 Batch  257/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.864, Loss:  0.239
Epoch  27 Batch  258/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.874, Loss:  0.244
Epoch  27 Batch  259/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.875, Loss:  0.244
Epoch  27 Batch  260/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.236
Epoch  27 Batch  261/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.871, Loss:  0.238
Epoch  27 Batch  262/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.244
Epoch  27 Batch  263/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.867, Loss:  0.238
Epoch  27 Batch  264/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.267
Epoch  27 Batch  265/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.866, Loss:  0.257
Epoch  27 Batch  266/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.263
Epoch  27 Batch  267/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.873, Loss:  0.228
Epoch  27 Batch  268/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.263
Epoch  27 Batch  269/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.273
Epoch  27 Batch  270/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.877, Loss:  0.270
Epoch  27 Batch  271/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.878, Loss:  0.224
Epoch  27 Batch  272/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.881, Loss:  0.305
Epoch  27 Batch  273/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.880, Loss:  0.240
Epoch  27 Batch  274/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.875, Loss:  0.263
Epoch  27 Batch  275/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.244
Epoch  27 Batch  276/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.866, Loss:  0.310
Epoch  27 Batch  277/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.870, Loss:  0.235
Epoch  27 Batch  278/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.866, Loss:  0.296
Epoch  27 Batch  279/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.866, Loss:  0.297
Epoch  27 Batch  280/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.853, Loss:  0.266
Epoch  27 Batch  281/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.853, Loss:  0.269
Epoch  27 Batch  282/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.858, Loss:  0.287
Epoch  27 Batch  283/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.862, Loss:  0.269
Epoch  27 Batch  284/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.873, Loss:  0.278
Epoch  27 Batch  285/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.249
Epoch  27 Batch  286/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.867, Loss:  0.237
Epoch  27 Batch  287/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.249
Epoch  27 Batch  288/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.276
Epoch  27 Batch  289/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.871, Loss:  0.250
Epoch  27 Batch  290/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.869, Loss:  0.285
Epoch  27 Batch  291/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.866, Loss:  0.266
Epoch  27 Batch  292/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.864, Loss:  0.247
Epoch  27 Batch  293/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.864, Loss:  0.275
Epoch  27 Batch  294/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.865, Loss:  0.265
Epoch  27 Batch  295/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.867, Loss:  0.273
Epoch  27 Batch  296/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.867, Loss:  0.228
Epoch  27 Batch  297/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.867, Loss:  0.283
Epoch  27 Batch  298/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.862, Loss:  0.270
Epoch  27 Batch  299/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.864, Loss:  0.215
Epoch  27 Batch  300/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.864, Loss:  0.246
Epoch  27 Batch  301/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.864, Loss:  0.247
Epoch  27 Batch  302/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.242
Epoch  27 Batch  303/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.871, Loss:  0.262
Epoch  27 Batch  304/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.870, Loss:  0.234
Epoch  27 Batch  305/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.875, Loss:  0.245
Epoch  27 Batch  306/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.870, Loss:  0.242
Epoch  27 Batch  307/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.238
Epoch  27 Batch  308/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.876, Loss:  0.278
Epoch  27 Batch  309/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.876, Loss:  0.232
Epoch  27 Batch  310/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.880, Loss:  0.259
Epoch  27 Batch  311/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.881, Loss:  0.247
Epoch  27 Batch  312/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.871, Loss:  0.273
Epoch  27 Batch  313/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.234
Epoch  27 Batch  314/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.875, Loss:  0.256
Epoch  27 Batch  315/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.876, Loss:  0.253
Epoch  27 Batch  316/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.878, Loss:  0.231
Epoch  27 Batch  317/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.289
Epoch  27 Batch  318/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.881, Loss:  0.257
Epoch  27 Batch  319/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.882, Loss:  0.248
Epoch  27 Batch  320/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.880, Loss:  0.270
Epoch  27 Batch  321/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.880, Loss:  0.253
Epoch  27 Batch  322/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.880, Loss:  0.228
Epoch  27 Batch  323/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.877, Loss:  0.237
Epoch  27 Batch  324/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.873, Loss:  0.249
Epoch  27 Batch  325/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.873, Loss:  0.247
Epoch  27 Batch  326/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.873, Loss:  0.238
Epoch  27 Batch  327/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.868, Loss:  0.282
Epoch  27 Batch  328/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.866, Loss:  0.297
Epoch  27 Batch  329/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.871, Loss:  0.277
Epoch  27 Batch  330/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.872, Loss:  0.255
Epoch  27 Batch  331/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.872, Loss:  0.255
Epoch  27 Batch  332/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.872, Loss:  0.238
Epoch  27 Batch  333/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.246
Epoch  27 Batch  334/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.872, Loss:  0.242
Epoch  27 Batch  335/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.873, Loss:  0.235
Epoch  27 Batch  336/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.873, Loss:  0.280
Epoch  27 Batch  337/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.872, Loss:  0.262
Epoch  27 Batch  338/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.873, Loss:  0.274
Epoch  27 Batch  339/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.877, Loss:  0.227
Epoch  27 Batch  340/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.878, Loss:  0.245
Epoch  27 Batch  341/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.873, Loss:  0.293
Epoch  27 Batch  342/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.869, Loss:  0.237
Epoch  27 Batch  343/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.865, Loss:  0.255
Epoch  27 Batch  344/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.869, Loss:  0.260
Epoch  27 Batch  345/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.862, Loss:  0.246
Epoch  27 Batch  346/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.247
Epoch  27 Batch  347/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.860, Loss:  0.232
Epoch  27 Batch  348/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.855, Loss:  0.225
Epoch  27 Batch  349/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.855, Loss:  0.240
Epoch  27 Batch  350/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.866, Loss:  0.264
Epoch  27 Batch  351/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.862, Loss:  0.278
Epoch  27 Batch  352/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.861, Loss:  0.247
Epoch  27 Batch  353/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.861, Loss:  0.287
Epoch  27 Batch  354/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.858, Loss:  0.283
Epoch  27 Batch  355/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.862, Loss:  0.269
Epoch  27 Batch  356/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.863, Loss:  0.251
Epoch  27 Batch  357/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.864, Loss:  0.248
Epoch  27 Batch  358/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.858, Loss:  0.275
Epoch  27 Batch  359/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.257
Epoch  27 Batch  360/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.858, Loss:  0.241
Epoch  27 Batch  361/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.857, Loss:  0.261
Epoch  27 Batch  362/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.853, Loss:  0.279
Epoch  27 Batch  363/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.283
Epoch  27 Batch  364/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.854, Loss:  0.267
Epoch  27 Batch  365/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.865, Loss:  0.217
Epoch  27 Batch  366/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.861, Loss:  0.233
Epoch  27 Batch  367/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.861, Loss:  0.230
Epoch  27 Batch  368/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.858, Loss:  0.252
Epoch  27 Batch  369/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.859, Loss:  0.240
Epoch  27 Batch  370/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.858, Loss:  0.244
Epoch  27 Batch  371/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.859, Loss:  0.246
Epoch  27 Batch  372/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.859, Loss:  0.227
Epoch  27 Batch  373/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.859, Loss:  0.234
Epoch  27 Batch  374/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.859, Loss:  0.265
Epoch  27 Batch  375/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.855, Loss:  0.233
Epoch  27 Batch  376/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.859, Loss:  0.233
Epoch  27 Batch  377/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.859, Loss:  0.261
Epoch  27 Batch  378/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.868, Loss:  0.228
Epoch  27 Batch  379/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.868, Loss:  0.255
Epoch  27 Batch  380/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.873, Loss:  0.243
Epoch  27 Batch  381/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.271
Epoch  27 Batch  382/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.297
Epoch  27 Batch  383/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.869, Loss:  0.250
Epoch  27 Batch  384/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.256
Epoch  27 Batch  385/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.875, Loss:  0.246
Epoch  27 Batch  386/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.876, Loss:  0.223
Epoch  27 Batch  387/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.871, Loss:  0.236
Epoch  27 Batch  388/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.252
Epoch  27 Batch  389/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.868, Loss:  0.239
Epoch  27 Batch  390/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.868, Loss:  0.276
Epoch  27 Batch  391/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.868, Loss:  0.266
Epoch  27 Batch  392/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.867, Loss:  0.228
Epoch  27 Batch  393/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.867, Loss:  0.232
Epoch  27 Batch  394/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.872, Loss:  0.259
Epoch  27 Batch  395/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.872, Loss:  0.235
Epoch  27 Batch  396/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.880, Loss:  0.286
Epoch  27 Batch  397/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.875, Loss:  0.250
Epoch  27 Batch  398/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.870, Loss:  0.263
Epoch  27 Batch  399/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.872, Loss:  0.254
Epoch  27 Batch  400/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.255
Epoch  27 Batch  401/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.867, Loss:  0.245
Epoch  27 Batch  402/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.239
Epoch  27 Batch  403/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.869, Loss:  0.266
Epoch  27 Batch  404/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.868, Loss:  0.239
Epoch  27 Batch  405/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.859, Loss:  0.282
Epoch  27 Batch  406/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.859, Loss:  0.229
Epoch  27 Batch  407/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.859, Loss:  0.281
Epoch  27 Batch  408/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.859, Loss:  0.266
Epoch  27 Batch  409/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.858, Loss:  0.276
Epoch  27 Batch  410/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.273
Epoch  27 Batch  411/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.863, Loss:  0.244
Epoch  27 Batch  412/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.859, Loss:  0.235
Epoch  27 Batch  413/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.859, Loss:  0.247
Epoch  27 Batch  414/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.863, Loss:  0.262
Epoch  27 Batch  415/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.261
Epoch  27 Batch  416/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.864, Loss:  0.240
Epoch  27 Batch  417/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.293
Epoch  27 Batch  418/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.872, Loss:  0.236
Epoch  27 Batch  419/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.238
Epoch  27 Batch  420/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.869, Loss:  0.237
Epoch  27 Batch  421/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.271
Epoch  27 Batch  422/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.245
Epoch  27 Batch  423/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.262
Epoch  27 Batch  424/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.873, Loss:  0.258
Epoch  27 Batch  425/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.223
Epoch  27 Batch  426/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.875, Loss:  0.284
Epoch  27 Batch  427/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.866, Loss:  0.229
Epoch  27 Batch  428/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.875, Loss:  0.234
Epoch  27 Batch  429/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.860, Loss:  0.229
Epoch  27 Batch  430/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.233
Epoch  27 Batch  431/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.864, Loss:  0.236
Epoch  27 Batch  432/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.252
Epoch  27 Batch  433/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.862, Loss:  0.257
Epoch  27 Batch  434/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.853, Loss:  0.250
Epoch  27 Batch  435/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.858, Loss:  0.269
Epoch  27 Batch  436/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.858, Loss:  0.233
Epoch  27 Batch  437/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.858, Loss:  0.243
Epoch  27 Batch  438/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.859, Loss:  0.248
Epoch  27 Batch  439/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.865, Loss:  0.270
Epoch  27 Batch  440/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.866, Loss:  0.273
Epoch  27 Batch  441/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.241
Epoch  27 Batch  442/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.867, Loss:  0.239
Epoch  27 Batch  443/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.866, Loss:  0.266
Epoch  27 Batch  444/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.239
Epoch  27 Batch  445/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.854, Loss:  0.281
Epoch  27 Batch  446/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.862, Loss:  0.219
Epoch  27 Batch  447/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.863, Loss:  0.242
Epoch  27 Batch  448/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.858, Loss:  0.260
Epoch  27 Batch  449/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.859, Loss:  0.273
Epoch  27 Batch  450/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.852, Loss:  0.239
Epoch  27 Batch  451/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.852, Loss:  0.242
Epoch  27 Batch  452/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.856, Loss:  0.270
Epoch  27 Batch  453/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.852, Loss:  0.246
Epoch  27 Batch  454/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.857, Loss:  0.276
Epoch  27 Batch  455/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.853, Loss:  0.237
Epoch  27 Batch  456/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.853, Loss:  0.268
Epoch  27 Batch  457/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.853, Loss:  0.226
Epoch  27 Batch  458/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.852, Loss:  0.252
Epoch  27 Batch  459/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.852, Loss:  0.236
Epoch  27 Batch  460/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.853, Loss:  0.280
Epoch  27 Batch  461/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.853, Loss:  0.259
Epoch  27 Batch  462/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.853, Loss:  0.245
Epoch  27 Batch  463/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.853, Loss:  0.251
Epoch  27 Batch  464/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.854, Loss:  0.251
Epoch  27 Batch  465/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.852, Loss:  0.279
Epoch  27 Batch  466/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.853, Loss:  0.225
Epoch  27 Batch  467/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.854, Loss:  0.245
Epoch  27 Batch  468/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.854, Loss:  0.271
Epoch  27 Batch  469/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.854, Loss:  0.248
Epoch  27 Batch  470/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.854, Loss:  0.255
Epoch  27 Batch  471/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.850, Loss:  0.237
Epoch  27 Batch  472/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.220
Epoch  27 Batch  473/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.855, Loss:  0.266
Epoch  27 Batch  474/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.860, Loss:  0.259
Epoch  27 Batch  475/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.865, Loss:  0.224
Epoch  27 Batch  476/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.865, Loss:  0.228
Epoch  27 Batch  477/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.865, Loss:  0.251
Epoch  27 Batch  478/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.267
Epoch  27 Batch  479/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.870, Loss:  0.264
Epoch  27 Batch  480/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.246
Epoch  27 Batch  481/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.267
Epoch  27 Batch  482/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.864, Loss:  0.274
Epoch  27 Batch  483/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.255
Epoch  27 Batch  484/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.863, Loss:  0.253
Epoch  27 Batch  485/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.859, Loss:  0.251
Epoch  27 Batch  486/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.858, Loss:  0.238
Epoch  27 Batch  487/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.858, Loss:  0.249
Epoch  27 Batch  488/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.861, Loss:  0.251
Epoch  27 Batch  489/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.862, Loss:  0.232
Epoch  27 Batch  490/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.262
Epoch  27 Batch  491/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.867, Loss:  0.273
Epoch  27 Batch  492/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.863, Loss:  0.278
Epoch  27 Batch  493/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.867, Loss:  0.229
Epoch  27 Batch  494/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.869, Loss:  0.246
Epoch  27 Batch  495/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.869, Loss:  0.243
Epoch  27 Batch  496/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.274
Epoch  27 Batch  497/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.267
Epoch  27 Batch  498/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.873, Loss:  0.247
Epoch  27 Batch  499/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.865, Loss:  0.228
Epoch  27 Batch  500/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.867, Loss:  0.245
Epoch  27 Batch  501/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.871, Loss:  0.245
Epoch  27 Batch  502/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.871, Loss:  0.249
Epoch  27 Batch  503/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.871, Loss:  0.250
Epoch  27 Batch  504/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.874, Loss:  0.254
Epoch  27 Batch  505/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.869, Loss:  0.210
Epoch  27 Batch  506/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.870, Loss:  0.270
Epoch  27 Batch  507/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.869, Loss:  0.244
Epoch  27 Batch  508/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.869, Loss:  0.254
Epoch  27 Batch  509/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.864, Loss:  0.300
Epoch  27 Batch  510/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.862, Loss:  0.245
Epoch  27 Batch  511/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.261
Epoch  27 Batch  512/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.865, Loss:  0.250
Epoch  27 Batch  513/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.263
Epoch  27 Batch  514/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.865, Loss:  0.251
Epoch  27 Batch  515/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.864, Loss:  0.263
Epoch  27 Batch  516/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.864, Loss:  0.222
Epoch  27 Batch  517/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.864, Loss:  0.259
Epoch  27 Batch  518/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.240
Epoch  27 Batch  519/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.876, Loss:  0.240
Epoch  27 Batch  520/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.874, Loss:  0.226
Epoch  27 Batch  521/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.876, Loss:  0.248
Epoch  27 Batch  522/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.876, Loss:  0.281
Epoch  27 Batch  523/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.263
Epoch  27 Batch  524/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.879, Loss:  0.252
Epoch  27 Batch  525/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.875, Loss:  0.260
Epoch  27 Batch  526/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.870, Loss:  0.240
Epoch  27 Batch  527/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.242
Epoch  27 Batch  528/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.870, Loss:  0.251
Epoch  27 Batch  529/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.267
Epoch  27 Batch  530/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.869, Loss:  0.269
Epoch  27 Batch  531/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.870, Loss:  0.238
Epoch  27 Batch  532/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.870, Loss:  0.274
Epoch  27 Batch  533/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.869, Loss:  0.281
Epoch  27 Batch  534/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.264
Epoch  27 Batch  535/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.866, Loss:  0.258
Epoch  27 Batch  536/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.230
Epoch  27 Batch  537/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.867, Loss:  0.251
Epoch  27 Batch  538/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.871, Loss:  0.222
Epoch  27 Batch  539/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.868, Loss:  0.278
Epoch  27 Batch  540/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.874, Loss:  0.235
Epoch  27 Batch  541/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.874, Loss:  0.247
Epoch  27 Batch  542/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.860, Loss:  0.252
Epoch  27 Batch  543/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.859, Loss:  0.253
Epoch  27 Batch  544/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.858, Loss:  0.237
Epoch  27 Batch  545/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.860, Loss:  0.273
Epoch  27 Batch  546/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.865, Loss:  0.280
Epoch  27 Batch  547/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.865, Loss:  0.243
Epoch  27 Batch  548/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.865, Loss:  0.272
Epoch  27 Batch  549/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.862, Loss:  0.291
Epoch  27 Batch  550/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.862, Loss:  0.273
Epoch  27 Batch  551/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.276
Epoch  27 Batch  552/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.863, Loss:  0.261
Epoch  27 Batch  553/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.867, Loss:  0.276
Epoch  27 Batch  554/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.873, Loss:  0.248
Epoch  27 Batch  555/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.871, Loss:  0.241
Epoch  27 Batch  556/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.872, Loss:  0.234
Epoch  27 Batch  557/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.863, Loss:  0.237
Epoch  27 Batch  558/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.862, Loss:  0.245
Epoch  27 Batch  559/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.266
Epoch  27 Batch  560/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.863, Loss:  0.251
Epoch  27 Batch  561/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.863, Loss:  0.242
Epoch  27 Batch  562/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.862, Loss:  0.226
Epoch  27 Batch  563/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.863, Loss:  0.254
Epoch  27 Batch  564/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.868, Loss:  0.278
Epoch  27 Batch  565/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.868, Loss:  0.276
Epoch  27 Batch  566/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.867, Loss:  0.294
Epoch  27 Batch  567/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.866, Loss:  0.276
Epoch  27 Batch  568/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.866, Loss:  0.251
Epoch  27 Batch  569/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.257
Epoch  27 Batch  570/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.866, Loss:  0.266
Epoch  27 Batch  571/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.234
Epoch  27 Batch  572/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.861, Loss:  0.232
Epoch  27 Batch  573/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.860, Loss:  0.289
Epoch  27 Batch  574/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.285
Epoch  27 Batch  575/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.856, Loss:  0.254
Epoch  27 Batch  576/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.857, Loss:  0.253
Epoch  27 Batch  577/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.862, Loss:  0.270
Epoch  27 Batch  578/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.862, Loss:  0.269
Epoch  27 Batch  579/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.855, Loss:  0.229
Epoch  27 Batch  580/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.218
Epoch  27 Batch  581/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.861, Loss:  0.216
Epoch  27 Batch  582/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.860, Loss:  0.247
Epoch  27 Batch  583/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.864, Loss:  0.276
Epoch  27 Batch  584/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.867, Loss:  0.253
Epoch  27 Batch  585/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.864, Loss:  0.218
Epoch  27 Batch  586/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.865, Loss:  0.267
Epoch  27 Batch  587/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.858, Loss:  0.232
Epoch  27 Batch  588/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.861, Loss:  0.227
Epoch  27 Batch  589/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.860, Loss:  0.268
Epoch  27 Batch  590/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.248
Epoch  27 Batch  591/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.862, Loss:  0.230
Epoch  27 Batch  592/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.862, Loss:  0.247
Epoch  27 Batch  593/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.863, Loss:  0.265
Epoch  27 Batch  594/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.860, Loss:  0.254
Epoch  27 Batch  595/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.860, Loss:  0.260
Epoch  27 Batch  596/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.860, Loss:  0.259
Epoch  27 Batch  597/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.252
Epoch  27 Batch  598/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.258
Epoch  27 Batch  599/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.859, Loss:  0.291
Epoch  27 Batch  600/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.854, Loss:  0.238
Epoch  27 Batch  601/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.257
Epoch  27 Batch  602/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.851, Loss:  0.263
Epoch  27 Batch  603/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.849, Loss:  0.262
Epoch  27 Batch  604/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.854, Loss:  0.265
Epoch  27 Batch  605/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.854, Loss:  0.284
Epoch  27 Batch  606/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.859, Loss:  0.232
Epoch  27 Batch  607/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.858, Loss:  0.219
Epoch  27 Batch  608/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.267
Epoch  27 Batch  609/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.265
Epoch  27 Batch  610/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.871, Loss:  0.263
Epoch  27 Batch  611/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.867, Loss:  0.251
Epoch  27 Batch  612/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.871, Loss:  0.239
Epoch  27 Batch  613/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.875, Loss:  0.272
Epoch  27 Batch  614/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.230
Epoch  27 Batch  615/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.875, Loss:  0.255
Epoch  27 Batch  616/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.876, Loss:  0.260
Epoch  27 Batch  617/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.876, Loss:  0.236
Epoch  27 Batch  618/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.876, Loss:  0.249
Epoch  27 Batch  619/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.877, Loss:  0.241
Epoch  27 Batch  620/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.235
Epoch  27 Batch  621/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.875, Loss:  0.259
Epoch  27 Batch  622/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.879, Loss:  0.272
Epoch  27 Batch  623/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.880, Loss:  0.262
Epoch  27 Batch  624/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.223
Epoch  27 Batch  625/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.874, Loss:  0.235
Epoch  27 Batch  626/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.233
Epoch  27 Batch  627/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.872, Loss:  0.245
Epoch  27 Batch  628/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.873, Loss:  0.261
Epoch  27 Batch  629/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.868, Loss:  0.271
Epoch  27 Batch  630/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.867, Loss:  0.252
Epoch  27 Batch  631/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.277
Epoch  27 Batch  632/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.875, Loss:  0.236
Epoch  27 Batch  633/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.875, Loss:  0.284
Epoch  27 Batch  634/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.873, Loss:  0.225
Epoch  27 Batch  635/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.873, Loss:  0.295
Epoch  27 Batch  636/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.877, Loss:  0.240
Epoch  27 Batch  637/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.872, Loss:  0.259
Epoch  27 Batch  638/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.877, Loss:  0.253
Epoch  27 Batch  639/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.877, Loss:  0.260
Epoch  27 Batch  640/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.876, Loss:  0.231
Epoch  27 Batch  641/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.876, Loss:  0.244
Epoch  27 Batch  642/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.876, Loss:  0.254
Epoch  27 Batch  643/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.231
Epoch  27 Batch  644/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.251
Epoch  27 Batch  645/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.872, Loss:  0.237
Epoch  27 Batch  646/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.254
Epoch  27 Batch  647/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.863, Loss:  0.249
Epoch  27 Batch  648/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.870, Loss:  0.237
Epoch  27 Batch  649/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.247
Epoch  27 Batch  650/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.873, Loss:  0.248
Epoch  27 Batch  651/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.870, Loss:  0.246
Epoch  27 Batch  652/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.875, Loss:  0.280
Epoch  27 Batch  653/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.870, Loss:  0.265
Epoch  27 Batch  654/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.868, Loss:  0.238
Epoch  27 Batch  655/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.869, Loss:  0.266
Epoch  27 Batch  656/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.240
Epoch  27 Batch  657/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.863, Loss:  0.275
Epoch  27 Batch  658/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.863, Loss:  0.250
Epoch  27 Batch  659/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.862, Loss:  0.256
Epoch  27 Batch  660/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.864, Loss:  0.262
Epoch  27 Batch  661/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.866, Loss:  0.222
Epoch  27 Batch  662/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.867, Loss:  0.231
Epoch  27 Batch  663/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.866, Loss:  0.234
Epoch  27 Batch  664/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.874, Loss:  0.246
Epoch  27 Batch  665/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.269
Epoch  27 Batch  666/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.874, Loss:  0.253
Epoch  27 Batch  667/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.876, Loss:  0.286
Epoch  27 Batch  668/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.233
Epoch  27 Batch  669/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.231
Epoch  27 Batch  670/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.239
Epoch  27 Batch  671/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.888, Loss:  0.273
Epoch  27 Batch  672/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.884, Loss:  0.242
Epoch  27 Batch  673/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.884, Loss:  0.222
Epoch  27 Batch  674/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.886, Loss:  0.247
Epoch  27 Batch  675/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.887, Loss:  0.279
Epoch  27 Batch  676/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.885, Loss:  0.254
Epoch  27 Batch  677/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.886, Loss:  0.281
Epoch  27 Batch  678/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.870, Loss:  0.226
Epoch  27 Batch  679/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.852, Loss:  0.271
Epoch  27 Batch  680/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.843, Loss:  0.229
Epoch  27 Batch  681/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.844, Loss:  0.275
Epoch  27 Batch  682/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.853, Loss:  0.240
Epoch  27 Batch  683/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.855, Loss:  0.239
Epoch  27 Batch  684/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.861, Loss:  0.229
Epoch  27 Batch  685/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.862, Loss:  0.265
Epoch  27 Batch  686/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.245
Epoch  27 Batch  687/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.868, Loss:  0.268
Epoch  27 Batch  688/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.872, Loss:  0.240
Epoch  27 Batch  689/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.873, Loss:  0.234
Epoch  27 Batch  690/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.873, Loss:  0.244
Epoch  27 Batch  691/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.873, Loss:  0.292
Epoch  27 Batch  692/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.882, Loss:  0.221
Epoch  27 Batch  693/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.878, Loss:  0.297
Epoch  27 Batch  694/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.873, Loss:  0.254
Epoch  27 Batch  695/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.868, Loss:  0.236
Epoch  27 Batch  696/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.868, Loss:  0.269
Epoch  27 Batch  697/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.867, Loss:  0.238
Epoch  27 Batch  698/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.867, Loss:  0.251
Epoch  27 Batch  699/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.868, Loss:  0.239
Epoch  27 Batch  700/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.867, Loss:  0.232
Epoch  27 Batch  701/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.868, Loss:  0.265
Epoch  27 Batch  702/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.867, Loss:  0.264
Epoch  27 Batch  703/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.268
Epoch  27 Batch  704/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.283
Epoch  27 Batch  705/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.874, Loss:  0.265
Epoch  27 Batch  706/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.869, Loss:  0.283
Epoch  27 Batch  707/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.872, Loss:  0.258
Epoch  27 Batch  708/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.248
Epoch  27 Batch  709/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.868, Loss:  0.271
Epoch  27 Batch  710/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.227
Epoch  27 Batch  711/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.290
Epoch  27 Batch  712/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.860, Loss:  0.243
Epoch  27 Batch  713/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.861, Loss:  0.251
Epoch  27 Batch  714/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.250
Epoch  27 Batch  715/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.864, Loss:  0.267
Epoch  27 Batch  716/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.866, Loss:  0.221
Epoch  27 Batch  717/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.862, Loss:  0.241
Epoch  27 Batch  718/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.861, Loss:  0.257
Epoch  27 Batch  719/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.241
Epoch  27 Batch  720/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.875, Loss:  0.276
Epoch  27 Batch  721/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.270
Epoch  27 Batch  722/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.881, Loss:  0.249
Epoch  27 Batch  723/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.266
Epoch  27 Batch  724/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.267
Epoch  27 Batch  725/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.883, Loss:  0.234
Epoch  27 Batch  726/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.883, Loss:  0.241
Epoch  27 Batch  727/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.883, Loss:  0.228
Epoch  27 Batch  728/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.882, Loss:  0.271
Epoch  27 Batch  729/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.878, Loss:  0.273
Epoch  27 Batch  730/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.878, Loss:  0.250
Epoch  27 Batch  731/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.882, Loss:  0.254
Epoch  27 Batch  732/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.883, Loss:  0.271
Epoch  27 Batch  733/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.281
Epoch  27 Batch  734/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.259
Epoch  27 Batch  735/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.884, Loss:  0.244
Epoch  27 Batch  736/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.879, Loss:  0.244
Epoch  27 Batch  737/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.879, Loss:  0.261
Epoch  27 Batch  738/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.223
Epoch  27 Batch  739/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.882, Loss:  0.250
Epoch  27 Batch  740/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.880, Loss:  0.235
Epoch  27 Batch  741/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.877, Loss:  0.268
Epoch  27 Batch  742/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.868, Loss:  0.258
Epoch  27 Batch  743/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.868, Loss:  0.260
Epoch  27 Batch  744/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.228
Epoch  27 Batch  745/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.882, Loss:  0.243
Epoch  27 Batch  746/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.879, Loss:  0.235
Epoch  27 Batch  747/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.231
Epoch  27 Batch  748/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.876, Loss:  0.225
Epoch  27 Batch  749/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.273
Epoch  27 Batch  750/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.876, Loss:  0.264
Epoch  27 Batch  751/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.877, Loss:  0.249
Epoch  27 Batch  752/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.225
Epoch  27 Batch  753/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.875, Loss:  0.247
Epoch  27 Batch  754/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.875, Loss:  0.264
Epoch  27 Batch  755/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.879, Loss:  0.261
Epoch  27 Batch  756/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.882, Loss:  0.233
Epoch  27 Batch  757/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.883, Loss:  0.299
Epoch  27 Batch  758/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.875, Loss:  0.238
Epoch  27 Batch  759/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.223
Epoch  27 Batch  760/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.877, Loss:  0.259
Epoch  27 Batch  761/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.881, Loss:  0.249
Epoch  27 Batch  762/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.881, Loss:  0.229
Epoch  27 Batch  763/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.878, Loss:  0.227
Epoch  27 Batch  764/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.259
Epoch  27 Batch  765/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.873, Loss:  0.249
Epoch  27 Batch  766/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.872, Loss:  0.270
Epoch  27 Batch  767/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.872, Loss:  0.252
Epoch  27 Batch  768/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.873, Loss:  0.245
Epoch  27 Batch  769/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.878, Loss:  0.241
Epoch  27 Batch  770/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.877, Loss:  0.233
Epoch  27 Batch  771/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.880, Loss:  0.250
Epoch  27 Batch  772/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.881, Loss:  0.241
Epoch  27 Batch  773/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.876, Loss:  0.242
Epoch  27 Batch  774/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.877, Loss:  0.256
Epoch  27 Batch  775/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.880, Loss:  0.257
Epoch  27 Batch  776/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.220
Epoch  27 Batch  777/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.879, Loss:  0.262
Epoch  27 Batch  778/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.878, Loss:  0.230
Epoch  27 Batch  779/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.875, Loss:  0.278
Epoch  27 Batch  780/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.875, Loss:  0.283
Epoch  27 Batch  781/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.874, Loss:  0.234
Epoch  27 Batch  782/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.871, Loss:  0.247
Epoch  27 Batch  783/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.249
Epoch  27 Batch  784/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.877, Loss:  0.235
Epoch  27 Batch  785/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.880, Loss:  0.239
Epoch  27 Batch  786/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.875, Loss:  0.255
Epoch  27 Batch  787/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.871, Loss:  0.226
Epoch  27 Batch  788/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.236
Epoch  27 Batch  789/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.246
Epoch  27 Batch  790/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.875, Loss:  0.286
Epoch  27 Batch  791/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.249
Epoch  27 Batch  792/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.874, Loss:  0.242
Epoch  27 Batch  793/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.253
Epoch  27 Batch  794/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.874, Loss:  0.236
Epoch  27 Batch  795/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.876, Loss:  0.285
Epoch  27 Batch  796/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.247
Epoch  27 Batch  797/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.229
Epoch  27 Batch  798/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.879, Loss:  0.243
Epoch  27 Batch  799/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.879, Loss:  0.277
Epoch  27 Batch  800/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.881, Loss:  0.250
Epoch  27 Batch  801/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.881, Loss:  0.268
Epoch  27 Batch  802/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.881, Loss:  0.265
Epoch  27 Batch  803/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.880, Loss:  0.260
Epoch  27 Batch  804/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.881, Loss:  0.263
Epoch  27 Batch  805/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.876, Loss:  0.259
Epoch  27 Batch  806/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.879, Loss:  0.242
Epoch  27 Batch  807/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.871, Loss:  0.247
Epoch  27 Batch  808/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.277
Epoch  27 Batch  809/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.267
Epoch  27 Batch  810/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.870, Loss:  0.243
Epoch  27 Batch  811/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.875, Loss:  0.226
Epoch  27 Batch  812/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.876, Loss:  0.292
Epoch  27 Batch  813/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.877, Loss:  0.259
Epoch  27 Batch  814/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.878, Loss:  0.270
Epoch  27 Batch  815/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.240
Epoch  27 Batch  816/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.250
Epoch  27 Batch  817/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.876, Loss:  0.260
Epoch  27 Batch  818/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.277
Epoch  27 Batch  819/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.872, Loss:  0.261
Epoch  27 Batch  820/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.871, Loss:  0.268
Epoch  27 Batch  821/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.872, Loss:  0.250
Epoch  27 Batch  822/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.872, Loss:  0.258
Epoch  27 Batch  823/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.869, Loss:  0.236
Epoch  27 Batch  824/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.870, Loss:  0.251
Epoch  27 Batch  825/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.870, Loss:  0.255
Epoch  27 Batch  826/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.870, Loss:  0.237
Epoch  27 Batch  827/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.866, Loss:  0.257
Epoch  27 Batch  828/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.867, Loss:  0.239
Epoch  27 Batch  829/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.860, Loss:  0.279
Epoch  27 Batch  830/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.860, Loss:  0.242
Epoch  27 Batch  831/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.862, Loss:  0.250
Epoch  27 Batch  832/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.248
Epoch  27 Batch  833/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.865, Loss:  0.276
Epoch  27 Batch  834/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.254
Epoch  27 Batch  835/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.267
Epoch  27 Batch  836/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.864, Loss:  0.247
Epoch  27 Batch  837/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.865, Loss:  0.283
Epoch  27 Batch  838/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.870, Loss:  0.236
Epoch  27 Batch  839/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.869, Loss:  0.250
Epoch  27 Batch  840/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.871, Loss:  0.240
Epoch  27 Batch  841/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.869, Loss:  0.253
Epoch  27 Batch  842/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.239
Epoch  27 Batch  843/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.865, Loss:  0.243
Epoch  27 Batch  844/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.865, Loss:  0.252
Epoch  27 Batch  845/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.866, Loss:  0.237
Epoch  27 Batch  846/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.867, Loss:  0.253
Epoch  27 Batch  847/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.866, Loss:  0.263
Epoch  27 Batch  848/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.868, Loss:  0.249
Epoch  27 Batch  849/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.862, Loss:  0.232
Epoch  27 Batch  850/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.862, Loss:  0.280
Epoch  27 Batch  851/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.865, Loss:  0.262
Epoch  27 Batch  852/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.277
Epoch  27 Batch  853/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.865, Loss:  0.222
Epoch  27 Batch  854/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.870, Loss:  0.278
Epoch  27 Batch  855/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.866, Loss:  0.264
Epoch  27 Batch  856/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.265
Epoch  27 Batch  857/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.868, Loss:  0.254
Epoch  27 Batch  858/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.868, Loss:  0.240
Epoch  27 Batch  859/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.273
Epoch  27 Batch  860/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.237
Epoch  27 Batch  861/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.869, Loss:  0.255
Epoch  27 Batch  862/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.873, Loss:  0.270
Epoch  27 Batch  863/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.873, Loss:  0.222
Epoch  27 Batch  864/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.233
Epoch  27 Batch  865/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.243
Epoch  27 Batch  866/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.871, Loss:  0.259
Epoch  27 Batch  867/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.873, Loss:  0.293
Epoch  27 Batch  868/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.873, Loss:  0.260
Epoch  27 Batch  869/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.871, Loss:  0.257
Epoch  27 Batch  870/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.868, Loss:  0.260
Epoch  27 Batch  871/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.243
Epoch  27 Batch  872/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.872, Loss:  0.238
Epoch  27 Batch  873/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.872, Loss:  0.250
Epoch  27 Batch  874/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.868, Loss:  0.269
Epoch  27 Batch  875/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.868, Loss:  0.256
Epoch  27 Batch  876/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.868, Loss:  0.267
Epoch  27 Batch  877/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.866, Loss:  0.250
Epoch  27 Batch  878/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.256
Epoch  27 Batch  879/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.870, Loss:  0.225
Epoch  27 Batch  880/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.879, Loss:  0.264
Epoch  27 Batch  881/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.263
Epoch  27 Batch  882/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.267
Epoch  27 Batch  883/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.876, Loss:  0.289
Epoch  27 Batch  884/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.876, Loss:  0.235
Epoch  27 Batch  885/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.869, Loss:  0.203
Epoch  27 Batch  886/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.258
Epoch  27 Batch  887/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.274
Epoch  27 Batch  888/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.245
Epoch  27 Batch  889/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.879, Loss:  0.254
Epoch  27 Batch  890/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.870, Loss:  0.243
Epoch  27 Batch  891/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.866, Loss:  0.248
Epoch  27 Batch  892/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.860, Loss:  0.231
Epoch  27 Batch  893/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.864, Loss:  0.266
Epoch  27 Batch  894/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.865, Loss:  0.225
Epoch  27 Batch  895/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.865, Loss:  0.259
Epoch  27 Batch  896/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.866, Loss:  0.283
Epoch  27 Batch  897/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.224
Epoch  27 Batch  898/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.883, Loss:  0.244
Epoch  27 Batch  899/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.882, Loss:  0.260
Epoch  27 Batch  900/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.881, Loss:  0.262
Epoch  27 Batch  901/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.263
Epoch  27 Batch  902/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.875, Loss:  0.270
Epoch  27 Batch  903/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.230
Epoch  27 Batch  904/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.872, Loss:  0.230
Epoch  27 Batch  905/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.230
Epoch  27 Batch  906/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.235
Epoch  27 Batch  907/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.871, Loss:  0.237
Epoch  27 Batch  908/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.263
Epoch  27 Batch  909/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.875, Loss:  0.256
Epoch  27 Batch  910/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.871, Loss:  0.243
Epoch  27 Batch  911/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.234
Epoch  27 Batch  912/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.871, Loss:  0.274
Epoch  27 Batch  913/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.293
Epoch  27 Batch  914/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.879, Loss:  0.262
Epoch  27 Batch  915/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.880, Loss:  0.271
Epoch  27 Batch  916/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.272
Epoch  27 Batch  917/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.258
Epoch  27 Batch  918/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.220
Epoch  27 Batch  919/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.229
Epoch  27 Batch  920/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.271
Epoch  27 Batch  921/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.253
Epoch  27 Batch  922/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.243
Epoch  27 Batch  923/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.875, Loss:  0.257
Epoch  27 Batch  924/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.875, Loss:  0.276
Epoch  27 Batch  925/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.878, Loss:  0.232
Epoch  27 Batch  926/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.877, Loss:  0.267
Epoch  27 Batch  927/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.877, Loss:  0.272
Epoch  27 Batch  928/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.874, Loss:  0.252
Epoch  27 Batch  929/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.866, Loss:  0.265
Epoch  27 Batch  930/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.872, Loss:  0.237
Epoch  27 Batch  931/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.872, Loss:  0.269
Epoch  27 Batch  932/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.858, Loss:  0.255
Epoch  27 Batch  933/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.277
Epoch  27 Batch  934/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.861, Loss:  0.268
Epoch  27 Batch  935/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.863, Loss:  0.265
Epoch  27 Batch  936/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.864, Loss:  0.251
Epoch  27 Batch  937/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.864, Loss:  0.290
Epoch  27 Batch  938/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.868, Loss:  0.271
Epoch  27 Batch  939/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.287
Epoch  27 Batch  940/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.868, Loss:  0.256
Epoch  27 Batch  941/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.868, Loss:  0.235
Epoch  27 Batch  942/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.259
Epoch  27 Batch  943/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.868, Loss:  0.262
Epoch  27 Batch  944/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.872, Loss:  0.244
Epoch  27 Batch  945/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.872, Loss:  0.235
Epoch  27 Batch  946/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.872, Loss:  0.237
Epoch  27 Batch  947/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.873, Loss:  0.291
Epoch  27 Batch  948/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.874, Loss:  0.257
Epoch  27 Batch  949/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.873, Loss:  0.219
Epoch  27 Batch  950/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.236
Epoch  27 Batch  951/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.876, Loss:  0.263
Epoch  27 Batch  952/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.881, Loss:  0.236
Epoch  27 Batch  953/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.881, Loss:  0.238
Epoch  27 Batch  954/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.879, Loss:  0.259
Epoch  27 Batch  955/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.252
Epoch  27 Batch  956/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.875, Loss:  0.247
Epoch  27 Batch  957/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.257
Epoch  27 Batch  958/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.882, Loss:  0.249
Epoch  27 Batch  959/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.232
Epoch  27 Batch  960/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.229
Epoch  27 Batch  961/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.882, Loss:  0.276
Epoch  27 Batch  962/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.877, Loss:  0.246
Epoch  27 Batch  963/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.293
Epoch  27 Batch  964/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.877, Loss:  0.230
Epoch  27 Batch  965/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.878, Loss:  0.260
Epoch  27 Batch  966/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.210
Epoch  27 Batch  967/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.258
Epoch  27 Batch  968/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.874, Loss:  0.290
Epoch  27 Batch  969/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.875, Loss:  0.289
Epoch  27 Batch  970/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.879, Loss:  0.285
Epoch  27 Batch  971/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.232
Epoch  27 Batch  972/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.226
Epoch  27 Batch  973/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.874, Loss:  0.227
Epoch  27 Batch  974/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.870, Loss:  0.239
Epoch  27 Batch  975/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.225
Epoch  27 Batch  976/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.868, Loss:  0.243
Epoch  27 Batch  977/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.871, Loss:  0.242
Epoch  27 Batch  978/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.877, Loss:  0.282
Epoch  27 Batch  979/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.873, Loss:  0.275
Epoch  27 Batch  980/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.254
Epoch  27 Batch  981/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.879, Loss:  0.263
Epoch  27 Batch  982/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.876, Loss:  0.247
Epoch  27 Batch  983/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.880, Loss:  0.261
Epoch  27 Batch  984/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.877, Loss:  0.260
Epoch  27 Batch  985/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.878, Loss:  0.235
Epoch  27 Batch  986/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.267
Epoch  27 Batch  987/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.870, Loss:  0.236
Epoch  27 Batch  988/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.870, Loss:  0.263
Epoch  27 Batch  989/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.271
Epoch  27 Batch  990/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.870, Loss:  0.279
Epoch  27 Batch  991/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.867, Loss:  0.255
Epoch  27 Batch  992/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.866, Loss:  0.246
Epoch  27 Batch  993/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.218
Epoch  27 Batch  994/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.868, Loss:  0.264
Epoch  27 Batch  995/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.868, Loss:  0.237
Epoch  27 Batch  996/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.231
Epoch  27 Batch  997/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.874, Loss:  0.272
Epoch  27 Batch  998/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.871, Loss:  0.239
Epoch  27 Batch  999/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.876, Loss:  0.265
Epoch  27 Batch 1000/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.240
Epoch  27 Batch 1001/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.881, Loss:  0.215
Epoch  27 Batch 1002/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.880, Loss:  0.219
Epoch  27 Batch 1003/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.876, Loss:  0.251
Epoch  27 Batch 1004/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.264
Epoch  27 Batch 1005/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.239
Epoch  27 Batch 1006/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.242
Epoch  27 Batch 1007/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.880, Loss:  0.227
Epoch  27 Batch 1008/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.882, Loss:  0.285
Epoch  27 Batch 1009/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.882, Loss:  0.233
Epoch  27 Batch 1010/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.263
Epoch  27 Batch 1011/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.266
Epoch  27 Batch 1012/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.880, Loss:  0.227
Epoch  27 Batch 1013/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.236
Epoch  27 Batch 1014/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.886, Loss:  0.255
Epoch  27 Batch 1015/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.886, Loss:  0.306
Epoch  27 Batch 1016/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.890, Loss:  0.261
Epoch  27 Batch 1017/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.890, Loss:  0.255
Epoch  27 Batch 1018/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.885, Loss:  0.251
Epoch  27 Batch 1019/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.284
Epoch  27 Batch 1020/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.880, Loss:  0.239
Epoch  27 Batch 1021/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.881, Loss:  0.239
Epoch  27 Batch 1022/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.876, Loss:  0.223
Epoch  27 Batch 1023/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.876, Loss:  0.235
Epoch  27 Batch 1024/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.876, Loss:  0.291
Epoch  27 Batch 1025/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.876, Loss:  0.260
Epoch  27 Batch 1026/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.876, Loss:  0.235
Epoch  27 Batch 1027/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.270
Epoch  27 Batch 1028/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.876, Loss:  0.244
Epoch  27 Batch 1029/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.877, Loss:  0.256
Epoch  27 Batch 1030/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.874, Loss:  0.260
Epoch  27 Batch 1031/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.866, Loss:  0.297
Epoch  27 Batch 1032/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.869, Loss:  0.260
Epoch  27 Batch 1033/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.869, Loss:  0.228
Epoch  27 Batch 1034/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.864, Loss:  0.236
Epoch  27 Batch 1035/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.857, Loss:  0.209
Epoch  27 Batch 1036/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.862, Loss:  0.285
Epoch  27 Batch 1037/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.865, Loss:  0.265
Epoch  27 Batch 1038/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.870, Loss:  0.241
Epoch  27 Batch 1039/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.235
Epoch  27 Batch 1040/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.866, Loss:  0.253
Epoch  27 Batch 1041/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.866, Loss:  0.274
Epoch  27 Batch 1042/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.868, Loss:  0.256
Epoch  27 Batch 1043/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.868, Loss:  0.269
Epoch  27 Batch 1044/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.868, Loss:  0.244
Epoch  27 Batch 1045/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.868, Loss:  0.245
Epoch  27 Batch 1046/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.863, Loss:  0.239
Epoch  27 Batch 1047/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.856, Loss:  0.240
Epoch  27 Batch 1048/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.856, Loss:  0.260
Epoch  27 Batch 1049/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.856, Loss:  0.272
Epoch  27 Batch 1050/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.855, Loss:  0.254
Epoch  27 Batch 1051/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.860, Loss:  0.260
Epoch  27 Batch 1052/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.864, Loss:  0.231
Epoch  27 Batch 1053/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.863, Loss:  0.253
Epoch  27 Batch 1054/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.867, Loss:  0.241
Epoch  27 Batch 1055/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.869, Loss:  0.224
Epoch  27 Batch 1056/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.248
Epoch  27 Batch 1057/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.879, Loss:  0.271
Epoch  27 Batch 1058/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.879, Loss:  0.286
Epoch  27 Batch 1059/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.877, Loss:  0.280
Epoch  27 Batch 1060/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.878, Loss:  0.218
Epoch  27 Batch 1061/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.879, Loss:  0.289
Epoch  27 Batch 1062/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.886, Loss:  0.249
Epoch  27 Batch 1063/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.888, Loss:  0.243
Epoch  27 Batch 1064/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.248
Epoch  27 Batch 1065/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.873, Loss:  0.239
Epoch  27 Batch 1066/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.877, Loss:  0.230
Epoch  27 Batch 1067/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.248
Epoch  27 Batch 1068/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.259
Epoch  27 Batch 1069/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.213
Epoch  27 Batch 1070/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.870, Loss:  0.241
Epoch  27 Batch 1071/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.230
Epoch  27 Batch 1072/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.875, Loss:  0.254
Epoch  27 Batch 1073/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.256
Epoch  27 Batch 1074/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.875, Loss:  0.266
Epoch  27 Batch 1075/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.874, Loss:  0.280
Epoch  28 Batch    0/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.874, Loss:  0.211
Epoch  28 Batch    1/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.875, Loss:  0.236
Epoch  28 Batch    2/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.875, Loss:  0.250
Epoch  28 Batch    3/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.872, Loss:  0.249
Epoch  28 Batch    4/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.873, Loss:  0.247
Epoch  28 Batch    5/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.277
Epoch  28 Batch    6/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.245
Epoch  28 Batch    7/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.225
Epoch  28 Batch    8/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.875, Loss:  0.239
Epoch  28 Batch    9/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.253
Epoch  28 Batch   10/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.877, Loss:  0.250
Epoch  28 Batch   11/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.241
Epoch  28 Batch   12/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.275
Epoch  28 Batch   13/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.874, Loss:  0.270
Epoch  28 Batch   14/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.868, Loss:  0.208
Epoch  28 Batch   15/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.870, Loss:  0.240
Epoch  28 Batch   16/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.873, Loss:  0.234
Epoch  28 Batch   17/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.231
Epoch  28 Batch   18/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.879, Loss:  0.240
Epoch  28 Batch   19/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.877, Loss:  0.252
Epoch  28 Batch   20/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.231
Epoch  28 Batch   21/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.881, Loss:  0.279
Epoch  28 Batch   22/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.874, Loss:  0.248
Epoch  28 Batch   23/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.241
Epoch  28 Batch   24/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.874, Loss:  0.244
Epoch  28 Batch   25/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.876, Loss:  0.225
Epoch  28 Batch   26/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.248
Epoch  28 Batch   27/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.872, Loss:  0.221
Epoch  28 Batch   28/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.873, Loss:  0.256
Epoch  28 Batch   29/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.868, Loss:  0.242
Epoch  28 Batch   30/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.238
Epoch  28 Batch   31/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.868, Loss:  0.231
Epoch  28 Batch   32/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.868, Loss:  0.214
Epoch  28 Batch   33/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.868, Loss:  0.216
Epoch  28 Batch   34/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.874, Loss:  0.242
Epoch  28 Batch   35/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.875, Loss:  0.244
Epoch  28 Batch   36/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.874, Loss:  0.236
Epoch  28 Batch   37/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.870, Loss:  0.255
Epoch  28 Batch   38/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.268
Epoch  28 Batch   39/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.867, Loss:  0.285
Epoch  28 Batch   40/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.245
Epoch  28 Batch   41/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.875, Loss:  0.249
Epoch  28 Batch   42/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.876, Loss:  0.267
Epoch  28 Batch   43/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.875, Loss:  0.245
Epoch  28 Batch   44/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.877, Loss:  0.252
Epoch  28 Batch   45/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.870, Loss:  0.265
Epoch  28 Batch   46/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.866, Loss:  0.262
Epoch  28 Batch   47/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.863, Loss:  0.239
Epoch  28 Batch   48/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.857, Loss:  0.282
Epoch  28 Batch   49/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.269
Epoch  28 Batch   50/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.871, Loss:  0.244
Epoch  28 Batch   51/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.253
Epoch  28 Batch   52/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.869, Loss:  0.242
Epoch  28 Batch   53/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.239
Epoch  28 Batch   54/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.870, Loss:  0.289
Epoch  28 Batch   55/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.869, Loss:  0.225
Epoch  28 Batch   56/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.231
Epoch  28 Batch   57/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.228
Epoch  28 Batch   58/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.240
Epoch  28 Batch   59/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.870, Loss:  0.254
Epoch  28 Batch   60/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.247
Epoch  28 Batch   61/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.265
Epoch  28 Batch   62/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.866, Loss:  0.250
Epoch  28 Batch   63/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.866, Loss:  0.229
Epoch  28 Batch   64/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.225
Epoch  28 Batch   65/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.864, Loss:  0.237
Epoch  28 Batch   66/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.864, Loss:  0.230
Epoch  28 Batch   67/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.868, Loss:  0.254
Epoch  28 Batch   68/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.869, Loss:  0.254
Epoch  28 Batch   69/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.274
Epoch  28 Batch   70/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.873, Loss:  0.264
Epoch  28 Batch   71/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.239
Epoch  28 Batch   72/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.242
Epoch  28 Batch   73/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.240
Epoch  28 Batch   74/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.867, Loss:  0.212
Epoch  28 Batch   75/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.253
Epoch  28 Batch   76/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.862, Loss:  0.229
Epoch  28 Batch   77/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.863, Loss:  0.248
Epoch  28 Batch   78/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.862, Loss:  0.262
Epoch  28 Batch   79/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.249
Epoch  28 Batch   80/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.862, Loss:  0.248
Epoch  28 Batch   81/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.862, Loss:  0.237
Epoch  28 Batch   82/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.864, Loss:  0.219
Epoch  28 Batch   83/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.276
Epoch  28 Batch   84/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.869, Loss:  0.272
Epoch  28 Batch   85/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.863, Loss:  0.229
Epoch  28 Batch   86/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.869, Loss:  0.242
Epoch  28 Batch   87/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.867, Loss:  0.287
Epoch  28 Batch   88/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.871, Loss:  0.259
Epoch  28 Batch   89/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.243
Epoch  28 Batch   90/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.871, Loss:  0.269
Epoch  28 Batch   91/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.879, Loss:  0.213
Epoch  28 Batch   92/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.871, Loss:  0.259
Epoch  28 Batch   93/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.871, Loss:  0.244
Epoch  28 Batch   94/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.871, Loss:  0.223
Epoch  28 Batch   95/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.871, Loss:  0.277
Epoch  28 Batch   96/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.238
Epoch  28 Batch   97/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.875, Loss:  0.251
Epoch  28 Batch   98/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.232
Epoch  28 Batch   99/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.264
Epoch  28 Batch  100/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.869, Loss:  0.261
Epoch  28 Batch  101/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.874, Loss:  0.256
Epoch  28 Batch  102/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.874, Loss:  0.230
Epoch  28 Batch  103/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.874, Loss:  0.295
Epoch  28 Batch  104/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.879, Loss:  0.244
Epoch  28 Batch  105/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.260
Epoch  28 Batch  106/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.281
Epoch  28 Batch  107/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.873, Loss:  0.242
Epoch  28 Batch  108/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.243
Epoch  28 Batch  109/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.873, Loss:  0.247
Epoch  28 Batch  110/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.872, Loss:  0.211
Epoch  28 Batch  111/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.872, Loss:  0.234
Epoch  28 Batch  112/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.874, Loss:  0.231
Epoch  28 Batch  113/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.267
Epoch  28 Batch  114/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.878, Loss:  0.237
Epoch  28 Batch  115/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.879, Loss:  0.256
Epoch  28 Batch  116/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.880, Loss:  0.257
Epoch  28 Batch  117/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.266
Epoch  28 Batch  118/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.269
Epoch  28 Batch  119/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.880, Loss:  0.242
Epoch  28 Batch  120/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.867, Loss:  0.272
Epoch  28 Batch  121/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.869, Loss:  0.245
Epoch  28 Batch  122/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.862, Loss:  0.253
Epoch  28 Batch  123/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.862, Loss:  0.214
Epoch  28 Batch  124/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.865, Loss:  0.266
Epoch  28 Batch  125/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.265
Epoch  28 Batch  126/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.865, Loss:  0.232
Epoch  28 Batch  127/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.866, Loss:  0.226
Epoch  28 Batch  128/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.865, Loss:  0.238
Epoch  28 Batch  129/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.254
Epoch  28 Batch  130/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.234
Epoch  28 Batch  131/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.883, Loss:  0.238
Epoch  28 Batch  132/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.878, Loss:  0.257
Epoch  28 Batch  133/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.249
Epoch  28 Batch  134/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.870, Loss:  0.232
Epoch  28 Batch  135/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.864, Loss:  0.270
Epoch  28 Batch  136/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.868, Loss:  0.245
Epoch  28 Batch  137/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.869, Loss:  0.226
Epoch  28 Batch  138/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.869, Loss:  0.236
Epoch  28 Batch  139/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.252
Epoch  28 Batch  140/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.863, Loss:  0.253
Epoch  28 Batch  141/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.864, Loss:  0.254
Epoch  28 Batch  142/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.865, Loss:  0.231
Epoch  28 Batch  143/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.865, Loss:  0.258
Epoch  28 Batch  144/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.261
Epoch  28 Batch  145/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.867, Loss:  0.262
Epoch  28 Batch  146/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.864, Loss:  0.303
Epoch  28 Batch  147/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.876, Loss:  0.261
Epoch  28 Batch  148/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.248
Epoch  28 Batch  149/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.872, Loss:  0.251
Epoch  28 Batch  150/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.868, Loss:  0.231
Epoch  28 Batch  151/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.869, Loss:  0.225
Epoch  28 Batch  152/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.870, Loss:  0.253
Epoch  28 Batch  153/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.261
Epoch  28 Batch  154/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.866, Loss:  0.261
Epoch  28 Batch  155/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.261
Epoch  28 Batch  156/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.867, Loss:  0.243
Epoch  28 Batch  157/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.871, Loss:  0.259
Epoch  28 Batch  158/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.872, Loss:  0.247
Epoch  28 Batch  159/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.866, Loss:  0.214
Epoch  28 Batch  160/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.242
Epoch  28 Batch  161/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.249
Epoch  28 Batch  162/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.277
Epoch  28 Batch  163/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.872, Loss:  0.281
Epoch  28 Batch  164/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.869, Loss:  0.277
Epoch  28 Batch  165/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.865, Loss:  0.235
Epoch  28 Batch  166/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.865, Loss:  0.265
Epoch  28 Batch  167/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.865, Loss:  0.241
Epoch  28 Batch  168/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.862, Loss:  0.282
Epoch  28 Batch  169/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.864, Loss:  0.261
Epoch  28 Batch  170/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.863, Loss:  0.258
Epoch  28 Batch  171/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.862, Loss:  0.231
Epoch  28 Batch  172/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.863, Loss:  0.241
Epoch  28 Batch  173/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.266
Epoch  28 Batch  174/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.867, Loss:  0.259
Epoch  28 Batch  175/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.858, Loss:  0.249
Epoch  28 Batch  176/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.861, Loss:  0.238
Epoch  28 Batch  177/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.862, Loss:  0.268
Epoch  28 Batch  178/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.862, Loss:  0.244
Epoch  28 Batch  179/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.860, Loss:  0.261
Epoch  28 Batch  180/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.251
Epoch  28 Batch  181/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.867, Loss:  0.283
Epoch  28 Batch  182/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.864, Loss:  0.258
Epoch  28 Batch  183/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.868, Loss:  0.282
Epoch  28 Batch  184/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.874, Loss:  0.244
Epoch  28 Batch  185/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.264
Epoch  28 Batch  186/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.870, Loss:  0.258
Epoch  28 Batch  187/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.246
Epoch  28 Batch  188/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.254
Epoch  28 Batch  189/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.872, Loss:  0.242
Epoch  28 Batch  190/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.868, Loss:  0.228
Epoch  28 Batch  191/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.863, Loss:  0.211
Epoch  28 Batch  192/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.867, Loss:  0.264
Epoch  28 Batch  193/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.868, Loss:  0.247
Epoch  28 Batch  194/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.868, Loss:  0.224
Epoch  28 Batch  195/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.260
Epoch  28 Batch  196/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.244
Epoch  28 Batch  197/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.871, Loss:  0.240
Epoch  28 Batch  198/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.871, Loss:  0.240
Epoch  28 Batch  199/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.219
Epoch  28 Batch  200/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.860, Loss:  0.247
Epoch  28 Batch  201/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.860, Loss:  0.221
Epoch  28 Batch  202/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.860, Loss:  0.249
Epoch  28 Batch  203/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.863, Loss:  0.249
Epoch  28 Batch  204/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.859, Loss:  0.279
Epoch  28 Batch  205/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.859, Loss:  0.257
Epoch  28 Batch  206/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.859, Loss:  0.238
Epoch  28 Batch  207/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.243
Epoch  28 Batch  208/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.863, Loss:  0.263
Epoch  28 Batch  209/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.869, Loss:  0.219
Epoch  28 Batch  210/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.870, Loss:  0.256
Epoch  28 Batch  211/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.871, Loss:  0.251
Epoch  28 Batch  212/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.226
Epoch  28 Batch  213/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.865, Loss:  0.219
Epoch  28 Batch  214/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.865, Loss:  0.245
Epoch  28 Batch  215/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.863, Loss:  0.266
Epoch  28 Batch  216/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.869, Loss:  0.247
Epoch  28 Batch  217/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.865, Loss:  0.225
Epoch  28 Batch  218/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.864, Loss:  0.299
Epoch  28 Batch  219/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.863, Loss:  0.235
Epoch  28 Batch  220/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.862, Loss:  0.254
Epoch  28 Batch  221/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.862, Loss:  0.253
Epoch  28 Batch  222/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.858, Loss:  0.258
Epoch  28 Batch  223/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.858, Loss:  0.207
Epoch  28 Batch  224/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.268
Epoch  28 Batch  225/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.868, Loss:  0.259
Epoch  28 Batch  226/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.241
Epoch  28 Batch  227/1077 - Train Accuracy:  0.815, Validation Accuracy:  0.866, Loss:  0.274
Epoch  28 Batch  228/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.869, Loss:  0.224
Epoch  28 Batch  229/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.263
Epoch  28 Batch  230/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.219
Epoch  28 Batch  231/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.868, Loss:  0.264
Epoch  28 Batch  232/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.865, Loss:  0.259
Epoch  28 Batch  233/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.865, Loss:  0.292
Epoch  28 Batch  234/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.866, Loss:  0.265
Epoch  28 Batch  235/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.865, Loss:  0.237
Epoch  28 Batch  236/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.865, Loss:  0.269
Epoch  28 Batch  237/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.865, Loss:  0.216
Epoch  28 Batch  238/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.873, Loss:  0.246
Epoch  28 Batch  239/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.873, Loss:  0.222
Epoch  28 Batch  240/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.873, Loss:  0.237
Epoch  28 Batch  241/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.873, Loss:  0.215
Epoch  28 Batch  242/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.873, Loss:  0.236
Epoch  28 Batch  243/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.264
Epoch  28 Batch  244/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.258
Epoch  28 Batch  245/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.874, Loss:  0.229
Epoch  28 Batch  246/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.245
Epoch  28 Batch  247/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.875, Loss:  0.229
Epoch  28 Batch  248/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.873, Loss:  0.258
Epoch  28 Batch  249/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.265
Epoch  28 Batch  250/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.232
Epoch  28 Batch  251/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.246
Epoch  28 Batch  252/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.249
Epoch  28 Batch  253/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.878, Loss:  0.239
Epoch  28 Batch  254/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.878, Loss:  0.253
Epoch  28 Batch  255/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.877, Loss:  0.255
Epoch  28 Batch  256/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.877, Loss:  0.278
Epoch  28 Batch  257/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.877, Loss:  0.247
Epoch  28 Batch  258/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.878, Loss:  0.232
Epoch  28 Batch  259/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.249
Epoch  28 Batch  260/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.872, Loss:  0.228
Epoch  28 Batch  261/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.863, Loss:  0.238
Epoch  28 Batch  262/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.868, Loss:  0.225
Epoch  28 Batch  263/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.868, Loss:  0.220
Epoch  28 Batch  264/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.868, Loss:  0.260
Epoch  28 Batch  265/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.868, Loss:  0.234
Epoch  28 Batch  266/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.867, Loss:  0.252
Epoch  28 Batch  267/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.866, Loss:  0.214
Epoch  28 Batch  268/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.862, Loss:  0.256
Epoch  28 Batch  269/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.862, Loss:  0.267
Epoch  28 Batch  270/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.865, Loss:  0.249
Epoch  28 Batch  271/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.866, Loss:  0.222
Epoch  28 Batch  272/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.864, Loss:  0.308
Epoch  28 Batch  273/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.864, Loss:  0.226
Epoch  28 Batch  274/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.866, Loss:  0.235
Epoch  28 Batch  275/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.866, Loss:  0.262
Epoch  28 Batch  276/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.868, Loss:  0.278
Epoch  28 Batch  277/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.873, Loss:  0.207
Epoch  28 Batch  278/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.872, Loss:  0.285
Epoch  28 Batch  279/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.868, Loss:  0.283
Epoch  28 Batch  280/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.231
Epoch  28 Batch  281/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.259
Epoch  28 Batch  282/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.867, Loss:  0.271
Epoch  28 Batch  283/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.868, Loss:  0.255
Epoch  28 Batch  284/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.275
Epoch  28 Batch  285/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.252
Epoch  28 Batch  286/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.870, Loss:  0.239
Epoch  28 Batch  287/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.864, Loss:  0.241
Epoch  28 Batch  288/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.863, Loss:  0.278
Epoch  28 Batch  289/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.233
Epoch  28 Batch  290/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.864, Loss:  0.272
Epoch  28 Batch  291/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.864, Loss:  0.274
Epoch  28 Batch  292/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.869, Loss:  0.235
Epoch  28 Batch  293/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.868, Loss:  0.256
Epoch  28 Batch  294/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.866, Loss:  0.243
Epoch  28 Batch  295/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.868, Loss:  0.254
Epoch  28 Batch  296/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.867, Loss:  0.245
Epoch  28 Batch  297/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.871, Loss:  0.287
Epoch  28 Batch  298/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.867, Loss:  0.277
Epoch  28 Batch  299/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.863, Loss:  0.235
Epoch  28 Batch  300/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.863, Loss:  0.229
Epoch  28 Batch  301/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.859, Loss:  0.239
Epoch  28 Batch  302/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.864, Loss:  0.247
Epoch  28 Batch  303/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.273
Epoch  28 Batch  304/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.867, Loss:  0.220
Epoch  28 Batch  305/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.862, Loss:  0.240
Epoch  28 Batch  306/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.862, Loss:  0.245
Epoch  28 Batch  307/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.236
Epoch  28 Batch  308/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.866, Loss:  0.267
Epoch  28 Batch  309/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.869, Loss:  0.218
Epoch  28 Batch  310/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.239
Epoch  28 Batch  311/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.872, Loss:  0.238
Epoch  28 Batch  312/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.869, Loss:  0.255
Epoch  28 Batch  313/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.869, Loss:  0.230
Epoch  28 Batch  314/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.869, Loss:  0.245
Epoch  28 Batch  315/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.868, Loss:  0.233
Epoch  28 Batch  316/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.868, Loss:  0.216
Epoch  28 Batch  317/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.864, Loss:  0.291
Epoch  28 Batch  318/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.869, Loss:  0.251
Epoch  28 Batch  319/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.864, Loss:  0.268
Epoch  28 Batch  320/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.859, Loss:  0.247
Epoch  28 Batch  321/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.859, Loss:  0.257
Epoch  28 Batch  322/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.854, Loss:  0.230
Epoch  28 Batch  323/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.856, Loss:  0.247
Epoch  28 Batch  324/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.857, Loss:  0.253
Epoch  28 Batch  325/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.861, Loss:  0.251
Epoch  28 Batch  326/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.858, Loss:  0.244
Epoch  28 Batch  327/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.863, Loss:  0.257
Epoch  28 Batch  328/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.870, Loss:  0.287
Epoch  28 Batch  329/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.866, Loss:  0.258
Epoch  28 Batch  330/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.868, Loss:  0.244
Epoch  28 Batch  331/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.874, Loss:  0.257
Epoch  28 Batch  332/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.880, Loss:  0.206
Epoch  28 Batch  333/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.876, Loss:  0.245
Epoch  28 Batch  334/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.880, Loss:  0.243
Epoch  28 Batch  335/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.230
Epoch  28 Batch  336/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.875, Loss:  0.289
Epoch  28 Batch  337/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.870, Loss:  0.265
Epoch  28 Batch  338/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.868, Loss:  0.277
Epoch  28 Batch  339/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.875, Loss:  0.212
Epoch  28 Batch  340/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.869, Loss:  0.255
Epoch  28 Batch  341/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.877, Loss:  0.281
Epoch  28 Batch  342/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.873, Loss:  0.224
Epoch  28 Batch  343/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.872, Loss:  0.249
Epoch  28 Batch  344/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.258
Epoch  28 Batch  345/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.870, Loss:  0.246
Epoch  28 Batch  346/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.870, Loss:  0.245
Epoch  28 Batch  347/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.875, Loss:  0.229
Epoch  28 Batch  348/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.873, Loss:  0.218
Epoch  28 Batch  349/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.863, Loss:  0.238
Epoch  28 Batch  350/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.860, Loss:  0.260
Epoch  28 Batch  351/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.859, Loss:  0.259
Epoch  28 Batch  352/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.864, Loss:  0.252
Epoch  28 Batch  353/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.863, Loss:  0.282
Epoch  28 Batch  354/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.864, Loss:  0.293
Epoch  28 Batch  355/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.864, Loss:  0.254
Epoch  28 Batch  356/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.865, Loss:  0.263
Epoch  28 Batch  357/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.865, Loss:  0.238
Epoch  28 Batch  358/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.869, Loss:  0.269
Epoch  28 Batch  359/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.868, Loss:  0.226
Epoch  28 Batch  360/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.862, Loss:  0.236
Epoch  28 Batch  361/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.865, Loss:  0.267
Epoch  28 Batch  362/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.866, Loss:  0.248
Epoch  28 Batch  363/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.866, Loss:  0.258
Epoch  28 Batch  364/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.865, Loss:  0.275
Epoch  28 Batch  365/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.865, Loss:  0.223
Epoch  28 Batch  366/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.865, Loss:  0.255
Epoch  28 Batch  367/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.864, Loss:  0.215
Epoch  28 Batch  368/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.863, Loss:  0.236
Epoch  28 Batch  369/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.862, Loss:  0.229
Epoch  28 Batch  370/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.864, Loss:  0.241
Epoch  28 Batch  371/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.860, Loss:  0.238
Epoch  28 Batch  372/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.862, Loss:  0.244
Epoch  28 Batch  373/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.861, Loss:  0.227
Epoch  28 Batch  374/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.868, Loss:  0.271
Epoch  28 Batch  375/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.869, Loss:  0.238
Epoch  28 Batch  376/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.870, Loss:  0.259
Epoch  28 Batch  377/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.876, Loss:  0.246
Epoch  28 Batch  378/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.232
Epoch  28 Batch  379/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.867, Loss:  0.274
Epoch  28 Batch  380/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.869, Loss:  0.235
Epoch  28 Batch  381/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.869, Loss:  0.256
Epoch  28 Batch  382/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.874, Loss:  0.281
Epoch  28 Batch  383/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.239
Epoch  28 Batch  384/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.247
Epoch  28 Batch  385/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.874, Loss:  0.241
Epoch  28 Batch  386/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.874, Loss:  0.244
Epoch  28 Batch  387/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.873, Loss:  0.248
Epoch  28 Batch  388/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.243
Epoch  28 Batch  389/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.873, Loss:  0.244
Epoch  28 Batch  390/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.878, Loss:  0.287
Epoch  28 Batch  391/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.879, Loss:  0.252
Epoch  28 Batch  392/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.879, Loss:  0.259
Epoch  28 Batch  393/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.251
Epoch  28 Batch  394/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.254
Epoch  28 Batch  395/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.872, Loss:  0.230
Epoch  28 Batch  396/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.254
Epoch  28 Batch  397/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.254
Epoch  28 Batch  398/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.271
Epoch  28 Batch  399/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.874, Loss:  0.246
Epoch  28 Batch  400/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.878, Loss:  0.285
Epoch  28 Batch  401/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.870, Loss:  0.247
Epoch  28 Batch  402/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.222
Epoch  28 Batch  403/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.870, Loss:  0.289
Epoch  28 Batch  404/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.224
Epoch  28 Batch  405/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.871, Loss:  0.257
Epoch  28 Batch  406/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.869, Loss:  0.219
Epoch  28 Batch  407/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.868, Loss:  0.279
Epoch  28 Batch  408/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.273
Epoch  28 Batch  409/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.871, Loss:  0.277
Epoch  28 Batch  410/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.278
Epoch  28 Batch  411/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.875, Loss:  0.241
Epoch  28 Batch  412/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.872, Loss:  0.245
Epoch  28 Batch  413/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.248
Epoch  28 Batch  414/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.872, Loss:  0.261
Epoch  28 Batch  415/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.244
Epoch  28 Batch  416/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.871, Loss:  0.233
Epoch  28 Batch  417/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.868, Loss:  0.289
Epoch  28 Batch  418/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.869, Loss:  0.229
Epoch  28 Batch  419/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.247
Epoch  28 Batch  420/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.873, Loss:  0.230
Epoch  28 Batch  421/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.874, Loss:  0.278
Epoch  28 Batch  422/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.226
Epoch  28 Batch  423/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.870, Loss:  0.263
Epoch  28 Batch  424/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.865, Loss:  0.251
Epoch  28 Batch  425/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.870, Loss:  0.219
Epoch  28 Batch  426/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.866, Loss:  0.266
Epoch  28 Batch  427/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.866, Loss:  0.254
Epoch  28 Batch  428/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.871, Loss:  0.219
Epoch  28 Batch  429/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.873, Loss:  0.238
Epoch  28 Batch  430/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.862, Loss:  0.235
Epoch  28 Batch  431/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.860, Loss:  0.244
Epoch  28 Batch  432/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.855, Loss:  0.241
Epoch  28 Batch  433/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.860, Loss:  0.236
Epoch  28 Batch  434/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.856, Loss:  0.263
Epoch  28 Batch  435/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.859, Loss:  0.266
Epoch  28 Batch  436/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.856, Loss:  0.242
Epoch  28 Batch  437/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.863, Loss:  0.252
Epoch  28 Batch  438/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.237
Epoch  28 Batch  439/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.865, Loss:  0.277
Epoch  28 Batch  440/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.866, Loss:  0.266
Epoch  28 Batch  441/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.866, Loss:  0.248
Epoch  28 Batch  442/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.873, Loss:  0.228
Epoch  28 Batch  443/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.867, Loss:  0.240
Epoch  28 Batch  444/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.863, Loss:  0.223
Epoch  28 Batch  445/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.862, Loss:  0.265
Epoch  28 Batch  446/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.859, Loss:  0.209
Epoch  28 Batch  447/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.863, Loss:  0.259
Epoch  28 Batch  448/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.863, Loss:  0.281
Epoch  28 Batch  449/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.863, Loss:  0.267
Epoch  28 Batch  450/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.858, Loss:  0.245
Epoch  28 Batch  451/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.853, Loss:  0.228
Epoch  28 Batch  452/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.858, Loss:  0.249
Epoch  28 Batch  453/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.858, Loss:  0.245
Epoch  28 Batch  454/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.864, Loss:  0.253
Epoch  28 Batch  455/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.868, Loss:  0.253
Epoch  28 Batch  456/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.868, Loss:  0.245
Epoch  28 Batch  457/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.234
Epoch  28 Batch  458/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.873, Loss:  0.258
Epoch  28 Batch  459/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.221
Epoch  28 Batch  460/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.260
Epoch  28 Batch  461/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.878, Loss:  0.245
Epoch  28 Batch  462/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.881, Loss:  0.244
Epoch  28 Batch  463/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.255
Epoch  28 Batch  464/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.252
Epoch  28 Batch  465/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.268
Epoch  28 Batch  466/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.229
Epoch  28 Batch  467/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.260
Epoch  28 Batch  468/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.256
Epoch  28 Batch  469/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.250
Epoch  28 Batch  470/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.259
Epoch  28 Batch  471/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.877, Loss:  0.235
Epoch  28 Batch  472/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.231
Epoch  28 Batch  473/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.877, Loss:  0.269
Epoch  28 Batch  474/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.264
Epoch  28 Batch  475/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.870, Loss:  0.234
Epoch  28 Batch  476/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.870, Loss:  0.251
Epoch  28 Batch  477/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.869, Loss:  0.224
Epoch  28 Batch  478/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.870, Loss:  0.257
Epoch  28 Batch  479/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.870, Loss:  0.259
Epoch  28 Batch  480/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.866, Loss:  0.251
Epoch  28 Batch  481/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.242
Epoch  28 Batch  482/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.267
Epoch  28 Batch  483/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.873, Loss:  0.257
Epoch  28 Batch  484/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.867, Loss:  0.271
Epoch  28 Batch  485/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.869, Loss:  0.249
Epoch  28 Batch  486/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.870, Loss:  0.233
Epoch  28 Batch  487/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.247
Epoch  28 Batch  488/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.871, Loss:  0.226
Epoch  28 Batch  489/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.240
Epoch  28 Batch  490/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.253
Epoch  28 Batch  491/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.880, Loss:  0.251
Epoch  28 Batch  492/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.273
Epoch  28 Batch  493/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.875, Loss:  0.250
Epoch  28 Batch  494/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.874, Loss:  0.239
Epoch  28 Batch  495/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.237
Epoch  28 Batch  496/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.867, Loss:  0.278
Epoch  28 Batch  497/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.857, Loss:  0.268
Epoch  28 Batch  498/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.229
Epoch  28 Batch  499/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.860, Loss:  0.232
Epoch  28 Batch  500/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.865, Loss:  0.244
Epoch  28 Batch  501/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.863, Loss:  0.229
Epoch  28 Batch  502/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.863, Loss:  0.244
Epoch  28 Batch  503/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.864, Loss:  0.234
Epoch  28 Batch  504/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.862, Loss:  0.257
Epoch  28 Batch  505/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.865, Loss:  0.204
Epoch  28 Batch  506/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.862, Loss:  0.254
Epoch  28 Batch  507/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.858, Loss:  0.233
Epoch  28 Batch  508/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.859, Loss:  0.237
Epoch  28 Batch  509/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.855, Loss:  0.253
Epoch  28 Batch  510/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.857, Loss:  0.238
Epoch  28 Batch  511/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.257
Epoch  28 Batch  512/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.862, Loss:  0.257
Epoch  28 Batch  513/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.862, Loss:  0.247
Epoch  28 Batch  514/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.865, Loss:  0.250
Epoch  28 Batch  515/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.870, Loss:  0.268
Epoch  28 Batch  516/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.870, Loss:  0.236
Epoch  28 Batch  517/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.865, Loss:  0.254
Epoch  28 Batch  518/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.226
Epoch  28 Batch  519/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.873, Loss:  0.254
Epoch  28 Batch  520/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.872, Loss:  0.231
Epoch  28 Batch  521/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.869, Loss:  0.249
Epoch  28 Batch  522/1077 - Train Accuracy:  0.824, Validation Accuracy:  0.868, Loss:  0.287
Epoch  28 Batch  523/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.873, Loss:  0.254
Epoch  28 Batch  524/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.873, Loss:  0.249
Epoch  28 Batch  525/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.255
Epoch  28 Batch  526/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.869, Loss:  0.236
Epoch  28 Batch  527/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.864, Loss:  0.241
Epoch  28 Batch  528/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.864, Loss:  0.243
Epoch  28 Batch  529/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.855, Loss:  0.230
Epoch  28 Batch  530/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.855, Loss:  0.263
Epoch  28 Batch  531/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.854, Loss:  0.248
Epoch  28 Batch  532/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.853, Loss:  0.276
Epoch  28 Batch  533/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.858, Loss:  0.284
Epoch  28 Batch  534/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.858, Loss:  0.254
Epoch  28 Batch  535/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.858, Loss:  0.228
Epoch  28 Batch  536/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.853, Loss:  0.220
Epoch  28 Batch  537/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.862, Loss:  0.248
Epoch  28 Batch  538/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.867, Loss:  0.227
Epoch  28 Batch  539/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.867, Loss:  0.267
Epoch  28 Batch  540/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.867, Loss:  0.241
Epoch  28 Batch  541/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.871, Loss:  0.260
Epoch  28 Batch  542/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.876, Loss:  0.227
Epoch  28 Batch  543/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.877, Loss:  0.264
Epoch  28 Batch  544/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.229
Epoch  28 Batch  545/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.263
Epoch  28 Batch  546/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.255
Epoch  28 Batch  547/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.244
Epoch  28 Batch  548/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.879, Loss:  0.253
Epoch  28 Batch  549/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.881, Loss:  0.282
Epoch  28 Batch  550/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.875, Loss:  0.254
Epoch  28 Batch  551/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.259
Epoch  28 Batch  552/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.870, Loss:  0.264
Epoch  28 Batch  553/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.254
Epoch  28 Batch  554/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.863, Loss:  0.240
Epoch  28 Batch  555/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.864, Loss:  0.247
Epoch  28 Batch  556/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.864, Loss:  0.236
Epoch  28 Batch  557/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.865, Loss:  0.254
Epoch  28 Batch  558/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.864, Loss:  0.234
Epoch  28 Batch  559/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.867, Loss:  0.235
Epoch  28 Batch  560/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.867, Loss:  0.246
Epoch  28 Batch  561/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.868, Loss:  0.233
Epoch  28 Batch  562/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.869, Loss:  0.223
Epoch  28 Batch  563/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.870, Loss:  0.260
Epoch  28 Batch  564/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.289
Epoch  28 Batch  565/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.257
Epoch  28 Batch  566/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.882, Loss:  0.284
Epoch  28 Batch  567/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.271
Epoch  28 Batch  568/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.876, Loss:  0.254
Epoch  28 Batch  569/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.260
Epoch  28 Batch  570/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.871, Loss:  0.268
Epoch  28 Batch  571/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.866, Loss:  0.225
Epoch  28 Batch  572/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.865, Loss:  0.224
Epoch  28 Batch  573/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.866, Loss:  0.268
Epoch  28 Batch  574/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.866, Loss:  0.274
Epoch  28 Batch  575/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.252
Epoch  28 Batch  576/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.865, Loss:  0.242
Epoch  28 Batch  577/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.870, Loss:  0.256
Epoch  28 Batch  578/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.863, Loss:  0.265
Epoch  28 Batch  579/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.239
Epoch  28 Batch  580/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.221
Epoch  28 Batch  581/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.873, Loss:  0.216
Epoch  28 Batch  582/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.870, Loss:  0.235
Epoch  28 Batch  583/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.870, Loss:  0.265
Epoch  28 Batch  584/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.240
Epoch  28 Batch  585/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.871, Loss:  0.208
Epoch  28 Batch  586/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.249
Epoch  28 Batch  587/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.239
Epoch  28 Batch  588/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.869, Loss:  0.237
Epoch  28 Batch  589/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.869, Loss:  0.244
Epoch  28 Batch  590/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.265
Epoch  28 Batch  591/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.244
Epoch  28 Batch  592/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.870, Loss:  0.259
Epoch  28 Batch  593/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.255
Epoch  28 Batch  594/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.253
Epoch  28 Batch  595/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.258
Epoch  28 Batch  596/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.875, Loss:  0.259
Epoch  28 Batch  597/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.875, Loss:  0.244
Epoch  28 Batch  598/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.242
Epoch  28 Batch  599/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.870, Loss:  0.312
Epoch  28 Batch  600/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.869, Loss:  0.257
Epoch  28 Batch  601/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.874, Loss:  0.255
Epoch  28 Batch  602/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.251
Epoch  28 Batch  603/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.868, Loss:  0.229
Epoch  28 Batch  604/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.868, Loss:  0.247
Epoch  28 Batch  605/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.294
Epoch  28 Batch  606/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.872, Loss:  0.230
Epoch  28 Batch  607/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.242
Epoch  28 Batch  608/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.259
Epoch  28 Batch  609/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.876, Loss:  0.267
Epoch  28 Batch  610/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.871, Loss:  0.261
Epoch  28 Batch  611/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.270
Epoch  28 Batch  612/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.876, Loss:  0.212
Epoch  28 Batch  613/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.875, Loss:  0.270
Epoch  28 Batch  614/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.875, Loss:  0.228
Epoch  28 Batch  615/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.875, Loss:  0.267
Epoch  28 Batch  616/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.876, Loss:  0.256
Epoch  28 Batch  617/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.224
Epoch  28 Batch  618/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.873, Loss:  0.249
Epoch  28 Batch  619/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.870, Loss:  0.237
Epoch  28 Batch  620/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.871, Loss:  0.234
Epoch  28 Batch  621/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.875, Loss:  0.271
Epoch  28 Batch  622/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.880, Loss:  0.263
Epoch  28 Batch  623/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.880, Loss:  0.253
Epoch  28 Batch  624/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.872, Loss:  0.214
Epoch  28 Batch  625/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.873, Loss:  0.228
Epoch  28 Batch  626/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.225
Epoch  28 Batch  627/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.873, Loss:  0.259
Epoch  28 Batch  628/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.873, Loss:  0.256
Epoch  28 Batch  629/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.872, Loss:  0.275
Epoch  28 Batch  630/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.867, Loss:  0.255
Epoch  28 Batch  631/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.868, Loss:  0.259
Epoch  28 Batch  632/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.868, Loss:  0.238
Epoch  28 Batch  633/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.868, Loss:  0.265
Epoch  28 Batch  634/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.220
Epoch  28 Batch  635/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.867, Loss:  0.272
Epoch  28 Batch  636/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.865, Loss:  0.244
Epoch  28 Batch  637/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.868, Loss:  0.254
Epoch  28 Batch  638/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.862, Loss:  0.259
Epoch  28 Batch  639/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.868, Loss:  0.272
Epoch  28 Batch  640/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.873, Loss:  0.236
Epoch  28 Batch  641/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.238
Epoch  28 Batch  642/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.877, Loss:  0.239
Epoch  28 Batch  643/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.231
Epoch  28 Batch  644/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.882, Loss:  0.238
Epoch  28 Batch  645/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.873, Loss:  0.237
Epoch  28 Batch  646/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.241
Epoch  28 Batch  647/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.873, Loss:  0.246
Epoch  28 Batch  648/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.237
Epoch  28 Batch  649/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.871, Loss:  0.254
Epoch  28 Batch  650/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.870, Loss:  0.254
Epoch  28 Batch  651/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.258
Epoch  28 Batch  652/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.875, Loss:  0.271
Epoch  28 Batch  653/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.875, Loss:  0.273
Epoch  28 Batch  654/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.875, Loss:  0.234
Epoch  28 Batch  655/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.875, Loss:  0.271
Epoch  28 Batch  656/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.870, Loss:  0.254
Epoch  28 Batch  657/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.870, Loss:  0.267
Epoch  28 Batch  658/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.870, Loss:  0.233
Epoch  28 Batch  659/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.874, Loss:  0.260
Epoch  28 Batch  660/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.881, Loss:  0.256
Epoch  28 Batch  661/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.879, Loss:  0.225
Epoch  28 Batch  662/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.876, Loss:  0.231
Epoch  28 Batch  663/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.225
Epoch  28 Batch  664/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.882, Loss:  0.234
Epoch  28 Batch  665/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.882, Loss:  0.254
Epoch  28 Batch  666/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.882, Loss:  0.252
Epoch  28 Batch  667/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.881, Loss:  0.269
Epoch  28 Batch  668/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.877, Loss:  0.231
Epoch  28 Batch  669/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.237
Epoch  28 Batch  670/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.877, Loss:  0.229
Epoch  28 Batch  671/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.877, Loss:  0.272
Epoch  28 Batch  672/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.875, Loss:  0.247
Epoch  28 Batch  673/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.875, Loss:  0.242
Epoch  28 Batch  674/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.870, Loss:  0.246
Epoch  28 Batch  675/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.866, Loss:  0.276
Epoch  28 Batch  676/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.250
Epoch  28 Batch  677/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.869, Loss:  0.261
Epoch  28 Batch  678/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.237
Epoch  28 Batch  679/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.247
Epoch  28 Batch  680/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.240
Epoch  28 Batch  681/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.872, Loss:  0.250
Epoch  28 Batch  682/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.875, Loss:  0.241
Epoch  28 Batch  683/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.245
Epoch  28 Batch  684/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.874, Loss:  0.233
Epoch  28 Batch  685/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.876, Loss:  0.254
Epoch  28 Batch  686/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.237
Epoch  28 Batch  687/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.875, Loss:  0.275
Epoch  28 Batch  688/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.236
Epoch  28 Batch  689/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.881, Loss:  0.230
Epoch  28 Batch  690/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.877, Loss:  0.262
Epoch  28 Batch  691/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.881, Loss:  0.263
Epoch  28 Batch  692/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.244
Epoch  28 Batch  693/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.876, Loss:  0.282
Epoch  28 Batch  694/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.875, Loss:  0.250
Epoch  28 Batch  695/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.870, Loss:  0.216
Epoch  28 Batch  696/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.874, Loss:  0.255
Epoch  28 Batch  697/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.229
Epoch  28 Batch  698/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.227
Epoch  28 Batch  699/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.877, Loss:  0.252
Epoch  28 Batch  700/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.866, Loss:  0.218
Epoch  28 Batch  701/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.253
Epoch  28 Batch  702/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.859, Loss:  0.282
Epoch  28 Batch  703/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.859, Loss:  0.271
Epoch  28 Batch  704/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.859, Loss:  0.265
Epoch  28 Batch  705/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.859, Loss:  0.276
Epoch  28 Batch  706/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.860, Loss:  0.283
Epoch  28 Batch  707/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.861, Loss:  0.246
Epoch  28 Batch  708/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.861, Loss:  0.241
Epoch  28 Batch  709/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.868, Loss:  0.280
Epoch  28 Batch  710/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.864, Loss:  0.239
Epoch  28 Batch  711/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.862, Loss:  0.283
Epoch  28 Batch  712/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.861, Loss:  0.247
Epoch  28 Batch  713/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.860, Loss:  0.226
Epoch  28 Batch  714/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.252
Epoch  28 Batch  715/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.857, Loss:  0.273
Epoch  28 Batch  716/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.863, Loss:  0.226
Epoch  28 Batch  717/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.867, Loss:  0.243
Epoch  28 Batch  718/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.867, Loss:  0.260
Epoch  28 Batch  719/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.868, Loss:  0.230
Epoch  28 Batch  720/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.869, Loss:  0.273
Epoch  28 Batch  721/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.876, Loss:  0.249
Epoch  28 Batch  722/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.875, Loss:  0.248
Epoch  28 Batch  723/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.254
Epoch  28 Batch  724/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.879, Loss:  0.253
Epoch  28 Batch  725/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.880, Loss:  0.235
Epoch  28 Batch  726/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.875, Loss:  0.241
Epoch  28 Batch  727/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.874, Loss:  0.214
Epoch  28 Batch  728/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.875, Loss:  0.263
Epoch  28 Batch  729/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.271
Epoch  28 Batch  730/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.879, Loss:  0.245
Epoch  28 Batch  731/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.876, Loss:  0.241
Epoch  28 Batch  732/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.876, Loss:  0.269
Epoch  28 Batch  733/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.875, Loss:  0.272
Epoch  28 Batch  734/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.875, Loss:  0.255
Epoch  28 Batch  735/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.875, Loss:  0.233
Epoch  28 Batch  736/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.870, Loss:  0.245
Epoch  28 Batch  737/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.270
Epoch  28 Batch  738/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.212
Epoch  28 Batch  739/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.249
Epoch  28 Batch  740/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.227
Epoch  28 Batch  741/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.877, Loss:  0.251
Epoch  28 Batch  742/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.882, Loss:  0.247
Epoch  28 Batch  743/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.250
Epoch  28 Batch  744/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.879, Loss:  0.230
Epoch  28 Batch  745/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.251
Epoch  28 Batch  746/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.876, Loss:  0.250
Epoch  28 Batch  747/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.880, Loss:  0.221
Epoch  28 Batch  748/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.242
Epoch  28 Batch  749/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.262
Epoch  28 Batch  750/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.878, Loss:  0.266
Epoch  28 Batch  751/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.877, Loss:  0.253
Epoch  28 Batch  752/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.877, Loss:  0.240
Epoch  28 Batch  753/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.876, Loss:  0.261
Epoch  28 Batch  754/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.878, Loss:  0.280
Epoch  28 Batch  755/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.878, Loss:  0.259
Epoch  28 Batch  756/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.879, Loss:  0.224
Epoch  28 Batch  757/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.285
Epoch  28 Batch  758/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.876, Loss:  0.227
Epoch  28 Batch  759/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.879, Loss:  0.217
Epoch  28 Batch  760/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.876, Loss:  0.268
Epoch  28 Batch  761/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.247
Epoch  28 Batch  762/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.876, Loss:  0.220
Epoch  28 Batch  763/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.872, Loss:  0.224
Epoch  28 Batch  764/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.871, Loss:  0.247
Epoch  28 Batch  765/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.867, Loss:  0.235
Epoch  28 Batch  766/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.867, Loss:  0.253
Epoch  28 Batch  767/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.868, Loss:  0.240
Epoch  28 Batch  768/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.868, Loss:  0.260
Epoch  28 Batch  769/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.240
Epoch  28 Batch  770/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.884, Loss:  0.242
Epoch  28 Batch  771/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.249
Epoch  28 Batch  772/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.887, Loss:  0.245
Epoch  28 Batch  773/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.883, Loss:  0.226
Epoch  28 Batch  774/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.882, Loss:  0.259
Epoch  28 Batch  775/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.233
Epoch  28 Batch  776/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.882, Loss:  0.223
Epoch  28 Batch  777/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.883, Loss:  0.264
Epoch  28 Batch  778/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.227
Epoch  28 Batch  779/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.884, Loss:  0.261
Epoch  28 Batch  780/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.884, Loss:  0.281
Epoch  28 Batch  781/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.880, Loss:  0.214
Epoch  28 Batch  782/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.879, Loss:  0.227
Epoch  28 Batch  783/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.879, Loss:  0.249
Epoch  28 Batch  784/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.879, Loss:  0.234
Epoch  28 Batch  785/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.874, Loss:  0.271
Epoch  28 Batch  786/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.874, Loss:  0.239
Epoch  28 Batch  787/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.236
Epoch  28 Batch  788/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.239
Epoch  28 Batch  789/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.876, Loss:  0.243
Epoch  28 Batch  790/1077 - Train Accuracy:  0.827, Validation Accuracy:  0.876, Loss:  0.280
Epoch  28 Batch  791/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.876, Loss:  0.246
Epoch  28 Batch  792/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.876, Loss:  0.253
Epoch  28 Batch  793/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.875, Loss:  0.262
Epoch  28 Batch  794/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.875, Loss:  0.225
Epoch  28 Batch  795/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.880, Loss:  0.292
Epoch  28 Batch  796/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.880, Loss:  0.257
Epoch  28 Batch  797/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.236
Epoch  28 Batch  798/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.878, Loss:  0.258
Epoch  28 Batch  799/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.868, Loss:  0.293
Epoch  28 Batch  800/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.870, Loss:  0.223
Epoch  28 Batch  801/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.870, Loss:  0.251
Epoch  28 Batch  802/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.264
Epoch  28 Batch  803/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.870, Loss:  0.278
Epoch  28 Batch  804/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.248
Epoch  28 Batch  805/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.875, Loss:  0.250
Epoch  28 Batch  806/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.877, Loss:  0.266
Epoch  28 Batch  807/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.245
Epoch  28 Batch  808/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.887, Loss:  0.268
Epoch  28 Batch  809/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.283
Epoch  28 Batch  810/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.880, Loss:  0.219
Epoch  28 Batch  811/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.880, Loss:  0.234
Epoch  28 Batch  812/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.881, Loss:  0.276
Epoch  28 Batch  813/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.224
Epoch  28 Batch  814/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.876, Loss:  0.262
Epoch  28 Batch  815/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.251
Epoch  28 Batch  816/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.876, Loss:  0.266
Epoch  28 Batch  817/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.267
Epoch  28 Batch  818/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.866, Loss:  0.262
Epoch  28 Batch  819/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.871, Loss:  0.262
Epoch  28 Batch  820/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.872, Loss:  0.265
Epoch  28 Batch  821/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.873, Loss:  0.251
Epoch  28 Batch  822/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.872, Loss:  0.273
Epoch  28 Batch  823/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.874, Loss:  0.253
Epoch  28 Batch  824/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.873, Loss:  0.234
Epoch  28 Batch  825/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.870, Loss:  0.244
Epoch  28 Batch  826/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.872, Loss:  0.232
Epoch  28 Batch  827/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.870, Loss:  0.239
Epoch  28 Batch  828/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.871, Loss:  0.232
Epoch  28 Batch  829/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.872, Loss:  0.268
Epoch  28 Batch  830/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.873, Loss:  0.233
Epoch  28 Batch  831/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.875, Loss:  0.255
Epoch  28 Batch  832/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.876, Loss:  0.249
Epoch  28 Batch  833/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.875, Loss:  0.251
Epoch  28 Batch  834/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.875, Loss:  0.258
Epoch  28 Batch  835/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.255
Epoch  28 Batch  836/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.255
Epoch  28 Batch  837/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.879, Loss:  0.285
Epoch  28 Batch  838/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.874, Loss:  0.233
Epoch  28 Batch  839/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.874, Loss:  0.227
Epoch  28 Batch  840/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.232
Epoch  28 Batch  841/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.875, Loss:  0.255
Epoch  28 Batch  842/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.875, Loss:  0.230
Epoch  28 Batch  843/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.874, Loss:  0.235
Epoch  28 Batch  844/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.875, Loss:  0.227
Epoch  28 Batch  845/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.876, Loss:  0.227
Epoch  28 Batch  846/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.876, Loss:  0.257
Epoch  28 Batch  847/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.278
Epoch  28 Batch  848/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.239
Epoch  28 Batch  849/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.885, Loss:  0.221
Epoch  28 Batch  850/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.885, Loss:  0.284
Epoch  28 Batch  851/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.880, Loss:  0.256
Epoch  28 Batch  852/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.880, Loss:  0.267
Epoch  28 Batch  853/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.873, Loss:  0.236
Epoch  28 Batch  854/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.878, Loss:  0.284
Epoch  28 Batch  855/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.878, Loss:  0.252
Epoch  28 Batch  856/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.877, Loss:  0.274
Epoch  28 Batch  857/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.238
Epoch  28 Batch  858/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.244
Epoch  28 Batch  859/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.250
Epoch  28 Batch  860/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.881, Loss:  0.254
Epoch  28 Batch  861/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.881, Loss:  0.244
Epoch  28 Batch  862/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.881, Loss:  0.255
Epoch  28 Batch  863/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.226
Epoch  28 Batch  864/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.881, Loss:  0.257
Epoch  28 Batch  865/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.265
Epoch  28 Batch  866/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.243
Epoch  28 Batch  867/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.880, Loss:  0.291
Epoch  28 Batch  868/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.269
Epoch  28 Batch  869/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.885, Loss:  0.245
Epoch  28 Batch  870/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.885, Loss:  0.262
Epoch  28 Batch  871/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.888, Loss:  0.227
Epoch  28 Batch  872/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.882, Loss:  0.238
Epoch  28 Batch  873/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.886, Loss:  0.256
Epoch  28 Batch  874/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.884, Loss:  0.264
Epoch  28 Batch  875/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.884, Loss:  0.243
Epoch  28 Batch  876/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.884, Loss:  0.253
Epoch  28 Batch  877/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.241
Epoch  28 Batch  878/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.880, Loss:  0.252
Epoch  28 Batch  879/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.226
Epoch  28 Batch  880/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.882, Loss:  0.249
Epoch  28 Batch  881/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.267
Epoch  28 Batch  882/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.250
Epoch  28 Batch  883/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.881, Loss:  0.284
Epoch  28 Batch  884/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.881, Loss:  0.237
Epoch  28 Batch  885/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.197
Epoch  28 Batch  886/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.268
Epoch  28 Batch  887/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.875, Loss:  0.267
Epoch  28 Batch  888/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.876, Loss:  0.239
Epoch  28 Batch  889/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.878, Loss:  0.260
Epoch  28 Batch  890/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.877, Loss:  0.266
Epoch  28 Batch  891/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.883, Loss:  0.261
Epoch  28 Batch  892/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.883, Loss:  0.245
Epoch  28 Batch  893/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.883, Loss:  0.274
Epoch  28 Batch  894/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.889, Loss:  0.224
Epoch  28 Batch  895/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.235
Epoch  28 Batch  896/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.879, Loss:  0.256
Epoch  28 Batch  897/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.219
Epoch  28 Batch  898/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.887, Loss:  0.215
Epoch  28 Batch  899/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.253
Epoch  28 Batch  900/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.886, Loss:  0.270
Epoch  28 Batch  901/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.273
Epoch  28 Batch  902/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.886, Loss:  0.257
Epoch  28 Batch  903/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.240
Epoch  28 Batch  904/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.876, Loss:  0.232
Epoch  28 Batch  905/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.875, Loss:  0.229
Epoch  28 Batch  906/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.234
Epoch  28 Batch  907/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.886, Loss:  0.233
Epoch  28 Batch  908/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.882, Loss:  0.249
Epoch  28 Batch  909/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.883, Loss:  0.256
Epoch  28 Batch  910/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.883, Loss:  0.236
Epoch  28 Batch  911/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.220
Epoch  28 Batch  912/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.239
Epoch  28 Batch  913/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.869, Loss:  0.282
Epoch  28 Batch  914/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.265
Epoch  28 Batch  915/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.874, Loss:  0.238
Epoch  28 Batch  916/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.874, Loss:  0.254
Epoch  28 Batch  917/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.242
Epoch  28 Batch  918/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.875, Loss:  0.207
Epoch  28 Batch  919/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.873, Loss:  0.229
Epoch  28 Batch  920/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.266
Epoch  28 Batch  921/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.273
Epoch  28 Batch  922/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.238
Epoch  28 Batch  923/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.868, Loss:  0.230
Epoch  28 Batch  924/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.868, Loss:  0.277
Epoch  28 Batch  925/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.868, Loss:  0.236
Epoch  28 Batch  926/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.868, Loss:  0.253
Epoch  28 Batch  927/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.867, Loss:  0.271
Epoch  28 Batch  928/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.867, Loss:  0.252
Epoch  28 Batch  929/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.875, Loss:  0.251
Epoch  28 Batch  930/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.875, Loss:  0.239
Epoch  28 Batch  931/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.882, Loss:  0.236
Epoch  28 Batch  932/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.245
Epoch  28 Batch  933/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.259
Epoch  28 Batch  934/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.886, Loss:  0.251
Epoch  28 Batch  935/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.248
Epoch  28 Batch  936/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.259
Epoch  28 Batch  937/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.275
Epoch  28 Batch  938/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.879, Loss:  0.278
Epoch  28 Batch  939/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.259
Epoch  28 Batch  940/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.873, Loss:  0.226
Epoch  28 Batch  941/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.873, Loss:  0.217
Epoch  28 Batch  942/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.240
Epoch  28 Batch  943/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.868, Loss:  0.253
Epoch  28 Batch  944/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.872, Loss:  0.228
Epoch  28 Batch  945/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.871, Loss:  0.237
Epoch  28 Batch  946/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.871, Loss:  0.228
Epoch  28 Batch  947/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.871, Loss:  0.278
Epoch  28 Batch  948/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.866, Loss:  0.248
Epoch  28 Batch  949/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.868, Loss:  0.207
Epoch  28 Batch  950/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.862, Loss:  0.226
Epoch  28 Batch  951/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.861, Loss:  0.230
Epoch  28 Batch  952/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.862, Loss:  0.240
Epoch  28 Batch  953/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.862, Loss:  0.236
Epoch  28 Batch  954/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.862, Loss:  0.263
Epoch  28 Batch  955/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.863, Loss:  0.249
Epoch  28 Batch  956/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.868, Loss:  0.258
Epoch  28 Batch  957/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.873, Loss:  0.239
Epoch  28 Batch  958/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.881, Loss:  0.235
Epoch  28 Batch  959/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.218
Epoch  28 Batch  960/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.221
Epoch  28 Batch  961/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.877, Loss:  0.248
Epoch  28 Batch  962/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.878, Loss:  0.248
Epoch  28 Batch  963/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.293
Epoch  28 Batch  964/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.884, Loss:  0.223
Epoch  28 Batch  965/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.249
Epoch  28 Batch  966/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.213
Epoch  28 Batch  967/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.881, Loss:  0.236
Epoch  28 Batch  968/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.887, Loss:  0.281
Epoch  28 Batch  969/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.890, Loss:  0.265
Epoch  28 Batch  970/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.265
Epoch  28 Batch  971/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.239
Epoch  28 Batch  972/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.231
Epoch  28 Batch  973/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.885, Loss:  0.219
Epoch  28 Batch  974/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.880, Loss:  0.240
Epoch  28 Batch  975/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.880, Loss:  0.250
Epoch  28 Batch  976/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.880, Loss:  0.264
Epoch  28 Batch  977/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.228
Epoch  28 Batch  978/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.255
Epoch  28 Batch  979/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.263
Epoch  28 Batch  980/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.884, Loss:  0.251
Epoch  28 Batch  981/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.888, Loss:  0.262
Epoch  28 Batch  982/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.886, Loss:  0.252
Epoch  28 Batch  983/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.256
Epoch  28 Batch  984/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.890, Loss:  0.262
Epoch  28 Batch  985/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.223
Epoch  28 Batch  986/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.894, Loss:  0.259
Epoch  28 Batch  987/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.889, Loss:  0.233
Epoch  28 Batch  988/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.257
Epoch  28 Batch  989/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.268
Epoch  28 Batch  990/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.885, Loss:  0.258
Epoch  28 Batch  991/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.878, Loss:  0.252
Epoch  28 Batch  992/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.878, Loss:  0.255
Epoch  28 Batch  993/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.215
Epoch  28 Batch  994/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.239
Epoch  28 Batch  995/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.234
Epoch  28 Batch  996/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.223
Epoch  28 Batch  997/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.867, Loss:  0.235
Epoch  28 Batch  998/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.872, Loss:  0.241
Epoch  28 Batch  999/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.250
Epoch  28 Batch 1000/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.877, Loss:  0.224
Epoch  28 Batch 1001/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.877, Loss:  0.214
Epoch  28 Batch 1002/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.870, Loss:  0.216
Epoch  28 Batch 1003/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.870, Loss:  0.243
Epoch  28 Batch 1004/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.877, Loss:  0.259
Epoch  28 Batch 1005/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.877, Loss:  0.247
Epoch  28 Batch 1006/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.211
Epoch  28 Batch 1007/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.217
Epoch  28 Batch 1008/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.874, Loss:  0.266
Epoch  28 Batch 1009/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.875, Loss:  0.211
Epoch  28 Batch 1010/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.871, Loss:  0.247
Epoch  28 Batch 1011/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.871, Loss:  0.264
Epoch  28 Batch 1012/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.223
Epoch  28 Batch 1013/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.875, Loss:  0.219
Epoch  28 Batch 1014/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.875, Loss:  0.258
Epoch  28 Batch 1015/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.276
Epoch  28 Batch 1016/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.872, Loss:  0.262
Epoch  28 Batch 1017/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.871, Loss:  0.246
Epoch  28 Batch 1018/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.875, Loss:  0.216
Epoch  28 Batch 1019/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.875, Loss:  0.283
Epoch  28 Batch 1020/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.875, Loss:  0.228
Epoch  28 Batch 1021/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.243
Epoch  28 Batch 1022/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.872, Loss:  0.242
Epoch  28 Batch 1023/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.872, Loss:  0.219
Epoch  28 Batch 1024/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.872, Loss:  0.272
Epoch  28 Batch 1025/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.873, Loss:  0.250
Epoch  28 Batch 1026/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.873, Loss:  0.220
Epoch  28 Batch 1027/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.872, Loss:  0.260
Epoch  28 Batch 1028/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.868, Loss:  0.234
Epoch  28 Batch 1029/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.242
Epoch  28 Batch 1030/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.869, Loss:  0.231
Epoch  28 Batch 1031/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.877, Loss:  0.262
Epoch  28 Batch 1032/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.883, Loss:  0.263
Epoch  28 Batch 1033/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.883, Loss:  0.240
Epoch  28 Batch 1034/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.883, Loss:  0.242
Epoch  28 Batch 1035/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.883, Loss:  0.216
Epoch  28 Batch 1036/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.878, Loss:  0.267
Epoch  28 Batch 1037/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.878, Loss:  0.269
Epoch  28 Batch 1038/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.874, Loss:  0.239
Epoch  28 Batch 1039/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.237
Epoch  28 Batch 1040/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.880, Loss:  0.250
Epoch  28 Batch 1041/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.885, Loss:  0.272
Epoch  28 Batch 1042/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.885, Loss:  0.251
Epoch  28 Batch 1043/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.286
Epoch  28 Batch 1044/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.882, Loss:  0.260
Epoch  28 Batch 1045/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.881, Loss:  0.248
Epoch  28 Batch 1046/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.221
Epoch  28 Batch 1047/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.874, Loss:  0.242
Epoch  28 Batch 1048/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.874, Loss:  0.232
Epoch  28 Batch 1049/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.875, Loss:  0.259
Epoch  28 Batch 1050/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.875, Loss:  0.222
Epoch  28 Batch 1051/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.249
Epoch  28 Batch 1052/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.877, Loss:  0.232
Epoch  28 Batch 1053/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.880, Loss:  0.245
Epoch  28 Batch 1054/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.880, Loss:  0.247
Epoch  28 Batch 1055/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.222
Epoch  28 Batch 1056/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.879, Loss:  0.252
Epoch  28 Batch 1057/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.879, Loss:  0.264
Epoch  28 Batch 1058/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.879, Loss:  0.276
Epoch  28 Batch 1059/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.878, Loss:  0.261
Epoch  28 Batch 1060/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.236
Epoch  28 Batch 1061/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.884, Loss:  0.293
Epoch  28 Batch 1062/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.246
Epoch  28 Batch 1063/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.884, Loss:  0.246
Epoch  28 Batch 1064/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.883, Loss:  0.231
Epoch  28 Batch 1065/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.238
Epoch  28 Batch 1066/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.878, Loss:  0.214
Epoch  28 Batch 1067/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.879, Loss:  0.260
Epoch  28 Batch 1068/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.880, Loss:  0.227
Epoch  28 Batch 1069/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.880, Loss:  0.217
Epoch  28 Batch 1070/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.879, Loss:  0.242
Epoch  28 Batch 1071/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.236
Epoch  28 Batch 1072/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.234
Epoch  28 Batch 1073/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.266
Epoch  28 Batch 1074/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.878, Loss:  0.265
Epoch  28 Batch 1075/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.880, Loss:  0.257
Epoch  29 Batch    0/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.880, Loss:  0.236
Epoch  29 Batch    1/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.880, Loss:  0.242
Epoch  29 Batch    2/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.880, Loss:  0.260
Epoch  29 Batch    3/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.875, Loss:  0.231
Epoch  29 Batch    4/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.241
Epoch  29 Batch    5/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.879, Loss:  0.270
Epoch  29 Batch    6/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.879, Loss:  0.261
Epoch  29 Batch    7/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.876, Loss:  0.218
Epoch  29 Batch    8/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.877, Loss:  0.235
Epoch  29 Batch    9/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.873, Loss:  0.255
Epoch  29 Batch   10/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.872, Loss:  0.256
Epoch  29 Batch   11/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.245
Epoch  29 Batch   12/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.268
Epoch  29 Batch   13/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.876, Loss:  0.261
Epoch  29 Batch   14/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.876, Loss:  0.205
Epoch  29 Batch   15/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.880, Loss:  0.234
Epoch  29 Batch   16/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.881, Loss:  0.242
Epoch  29 Batch   17/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.885, Loss:  0.236
Epoch  29 Batch   18/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.885, Loss:  0.246
Epoch  29 Batch   19/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.876, Loss:  0.244
Epoch  29 Batch   20/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.876, Loss:  0.223
Epoch  29 Batch   21/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.876, Loss:  0.249
Epoch  29 Batch   22/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.878, Loss:  0.266
Epoch  29 Batch   23/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.880, Loss:  0.248
Epoch  29 Batch   24/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.242
Epoch  29 Batch   25/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.874, Loss:  0.226
Epoch  29 Batch   26/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.236
Epoch  29 Batch   27/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.873, Loss:  0.225
Epoch  29 Batch   28/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.873, Loss:  0.233
Epoch  29 Batch   29/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.874, Loss:  0.241
Epoch  29 Batch   30/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.874, Loss:  0.225
Epoch  29 Batch   31/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.876, Loss:  0.252
Epoch  29 Batch   32/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.871, Loss:  0.215
Epoch  29 Batch   33/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.871, Loss:  0.213
Epoch  29 Batch   34/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.871, Loss:  0.255
Epoch  29 Batch   35/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.876, Loss:  0.239
Epoch  29 Batch   36/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.218
Epoch  29 Batch   37/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.243
Epoch  29 Batch   38/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.274
Epoch  29 Batch   39/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.889, Loss:  0.284
Epoch  29 Batch   40/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.243
Epoch  29 Batch   41/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.885, Loss:  0.240
Epoch  29 Batch   42/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.880, Loss:  0.266
Epoch  29 Batch   43/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.874, Loss:  0.241
Epoch  29 Batch   44/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.873, Loss:  0.227
Epoch  29 Batch   45/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.882, Loss:  0.240
Epoch  29 Batch   46/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.888, Loss:  0.254
Epoch  29 Batch   47/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.887, Loss:  0.235
Epoch  29 Batch   48/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.889, Loss:  0.269
Epoch  29 Batch   49/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.266
Epoch  29 Batch   50/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.885, Loss:  0.235
Epoch  29 Batch   51/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.887, Loss:  0.236
Epoch  29 Batch   52/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.887, Loss:  0.263
Epoch  29 Batch   53/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.882, Loss:  0.244
Epoch  29 Batch   54/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.882, Loss:  0.269
Epoch  29 Batch   55/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.877, Loss:  0.235
Epoch  29 Batch   56/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.215
Epoch  29 Batch   57/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.879, Loss:  0.235
Epoch  29 Batch   58/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.218
Epoch  29 Batch   59/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.874, Loss:  0.247
Epoch  29 Batch   60/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.874, Loss:  0.238
Epoch  29 Batch   61/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.248
Epoch  29 Batch   62/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.878, Loss:  0.247
Epoch  29 Batch   63/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.874, Loss:  0.217
Epoch  29 Batch   64/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.874, Loss:  0.222
Epoch  29 Batch   65/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.874, Loss:  0.238
Epoch  29 Batch   66/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.873, Loss:  0.217
Epoch  29 Batch   67/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.237
Epoch  29 Batch   68/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.871, Loss:  0.276
Epoch  29 Batch   69/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.272
Epoch  29 Batch   70/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.254
Epoch  29 Batch   71/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.874, Loss:  0.230
Epoch  29 Batch   72/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.874, Loss:  0.243
Epoch  29 Batch   73/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.874, Loss:  0.249
Epoch  29 Batch   74/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.219
Epoch  29 Batch   75/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.876, Loss:  0.289
Epoch  29 Batch   76/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.876, Loss:  0.220
Epoch  29 Batch   77/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.876, Loss:  0.251
Epoch  29 Batch   78/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.875, Loss:  0.252
Epoch  29 Batch   79/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.875, Loss:  0.239
Epoch  29 Batch   80/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.877, Loss:  0.252
Epoch  29 Batch   81/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.880, Loss:  0.238
Epoch  29 Batch   82/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.234
Epoch  29 Batch   83/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.879, Loss:  0.263
Epoch  29 Batch   84/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.244
Epoch  29 Batch   85/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.227
Epoch  29 Batch   86/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.882, Loss:  0.238
Epoch  29 Batch   87/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.881, Loss:  0.280
Epoch  29 Batch   88/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.881, Loss:  0.257
Epoch  29 Batch   89/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.249
Epoch  29 Batch   90/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.876, Loss:  0.275
Epoch  29 Batch   91/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.874, Loss:  0.214
Epoch  29 Batch   92/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.218
Epoch  29 Batch   93/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.871, Loss:  0.234
Epoch  29 Batch   94/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.872, Loss:  0.220
Epoch  29 Batch   95/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.284
Epoch  29 Batch   96/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.245
Epoch  29 Batch   97/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.872, Loss:  0.236
Epoch  29 Batch   98/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.871, Loss:  0.230
Epoch  29 Batch   99/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.263
Epoch  29 Batch  100/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.868, Loss:  0.228
Epoch  29 Batch  101/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.249
Epoch  29 Batch  102/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.219
Epoch  29 Batch  103/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.876, Loss:  0.278
Epoch  29 Batch  104/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.881, Loss:  0.241
Epoch  29 Batch  105/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.249
Epoch  29 Batch  106/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.283
Epoch  29 Batch  107/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.880, Loss:  0.245
Epoch  29 Batch  108/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.876, Loss:  0.228
Epoch  29 Batch  109/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.238
Epoch  29 Batch  110/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.867, Loss:  0.215
Epoch  29 Batch  111/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.872, Loss:  0.243
Epoch  29 Batch  112/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.873, Loss:  0.218
Epoch  29 Batch  113/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.874, Loss:  0.253
Epoch  29 Batch  114/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.871, Loss:  0.247
Epoch  29 Batch  115/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.870, Loss:  0.242
Epoch  29 Batch  116/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.869, Loss:  0.255
Epoch  29 Batch  117/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.869, Loss:  0.260
Epoch  29 Batch  118/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.864, Loss:  0.265
Epoch  29 Batch  119/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.872, Loss:  0.234
Epoch  29 Batch  120/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.872, Loss:  0.289
Epoch  29 Batch  121/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.244
Epoch  29 Batch  122/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.876, Loss:  0.232
Epoch  29 Batch  123/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.872, Loss:  0.212
Epoch  29 Batch  124/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.872, Loss:  0.270
Epoch  29 Batch  125/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.870, Loss:  0.245
Epoch  29 Batch  126/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.871, Loss:  0.213
Epoch  29 Batch  127/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.242
Epoch  29 Batch  128/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.869, Loss:  0.230
Epoch  29 Batch  129/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.260
Epoch  29 Batch  130/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.869, Loss:  0.218
Epoch  29 Batch  131/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.867, Loss:  0.229
Epoch  29 Batch  132/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.868, Loss:  0.250
Epoch  29 Batch  133/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.870, Loss:  0.233
Epoch  29 Batch  134/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.868, Loss:  0.244
Epoch  29 Batch  135/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.246
Epoch  29 Batch  136/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.231
Epoch  29 Batch  137/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.873, Loss:  0.215
Epoch  29 Batch  138/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.873, Loss:  0.221
Epoch  29 Batch  139/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.874, Loss:  0.240
Epoch  29 Batch  140/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.879, Loss:  0.257
Epoch  29 Batch  141/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.874, Loss:  0.232
Epoch  29 Batch  142/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.868, Loss:  0.231
Epoch  29 Batch  143/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.868, Loss:  0.254
Epoch  29 Batch  144/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.251
Epoch  29 Batch  145/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.251
Epoch  29 Batch  146/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.870, Loss:  0.267
Epoch  29 Batch  147/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.870, Loss:  0.251
Epoch  29 Batch  148/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.874, Loss:  0.254
Epoch  29 Batch  149/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.240
Epoch  29 Batch  150/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.875, Loss:  0.224
Epoch  29 Batch  151/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.210
Epoch  29 Batch  152/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.878, Loss:  0.265
Epoch  29 Batch  153/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.878, Loss:  0.242
Epoch  29 Batch  154/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.876, Loss:  0.256
Epoch  29 Batch  155/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.876, Loss:  0.259
Epoch  29 Batch  156/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.877, Loss:  0.240
Epoch  29 Batch  157/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.876, Loss:  0.243
Epoch  29 Batch  158/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.876, Loss:  0.251
Epoch  29 Batch  159/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.233
Epoch  29 Batch  160/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.244
Epoch  29 Batch  161/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.871, Loss:  0.240
Epoch  29 Batch  162/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.863, Loss:  0.291
Epoch  29 Batch  163/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.870, Loss:  0.272
Epoch  29 Batch  164/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.255
Epoch  29 Batch  165/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.238
Epoch  29 Batch  166/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.263
Epoch  29 Batch  167/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.871, Loss:  0.245
Epoch  29 Batch  168/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.871, Loss:  0.292
Epoch  29 Batch  169/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.872, Loss:  0.246
Epoch  29 Batch  170/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.872, Loss:  0.259
Epoch  29 Batch  171/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.871, Loss:  0.231
Epoch  29 Batch  172/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.216
Epoch  29 Batch  173/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.873, Loss:  0.261
Epoch  29 Batch  174/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.868, Loss:  0.245
Epoch  29 Batch  175/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.878, Loss:  0.222
Epoch  29 Batch  176/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.880, Loss:  0.250
Epoch  29 Batch  177/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.880, Loss:  0.265
Epoch  29 Batch  178/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.877, Loss:  0.233
Epoch  29 Batch  179/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.235
Epoch  29 Batch  180/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.222
Epoch  29 Batch  181/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.888, Loss:  0.251
Epoch  29 Batch  182/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.887, Loss:  0.259
Epoch  29 Batch  183/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.883, Loss:  0.245
Epoch  29 Batch  184/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.882, Loss:  0.224
Epoch  29 Batch  185/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.881, Loss:  0.262
Epoch  29 Batch  186/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.881, Loss:  0.263
Epoch  29 Batch  187/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.238
Epoch  29 Batch  188/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.886, Loss:  0.261
Epoch  29 Batch  189/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.884, Loss:  0.253
Epoch  29 Batch  190/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.887, Loss:  0.231
Epoch  29 Batch  191/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.206
Epoch  29 Batch  192/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.882, Loss:  0.270
Epoch  29 Batch  193/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.221
Epoch  29 Batch  194/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.225
Epoch  29 Batch  195/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.883, Loss:  0.233
Epoch  29 Batch  196/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.221
Epoch  29 Batch  197/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.885, Loss:  0.237
Epoch  29 Batch  198/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.223
Epoch  29 Batch  199/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.221
Epoch  29 Batch  200/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.885, Loss:  0.244
Epoch  29 Batch  201/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.880, Loss:  0.218
Epoch  29 Batch  202/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.880, Loss:  0.253
Epoch  29 Batch  203/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.871, Loss:  0.227
Epoch  29 Batch  204/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.871, Loss:  0.276
Epoch  29 Batch  205/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.869, Loss:  0.254
Epoch  29 Batch  206/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.870, Loss:  0.243
Epoch  29 Batch  207/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.250
Epoch  29 Batch  208/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.876, Loss:  0.239
Epoch  29 Batch  209/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.877, Loss:  0.203
Epoch  29 Batch  210/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.233
Epoch  29 Batch  211/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.236
Epoch  29 Batch  212/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.219
Epoch  29 Batch  213/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.216
Epoch  29 Batch  214/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.886, Loss:  0.219
Epoch  29 Batch  215/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.877, Loss:  0.261
Epoch  29 Batch  216/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.878, Loss:  0.240
Epoch  29 Batch  217/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.878, Loss:  0.228
Epoch  29 Batch  218/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.878, Loss:  0.278
Epoch  29 Batch  219/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.238
Epoch  29 Batch  220/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.887, Loss:  0.246
Epoch  29 Batch  221/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.884, Loss:  0.244
Epoch  29 Batch  222/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.884, Loss:  0.241
Epoch  29 Batch  223/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.884, Loss:  0.211
Epoch  29 Batch  224/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.884, Loss:  0.242
Epoch  29 Batch  225/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.257
Epoch  29 Batch  226/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.884, Loss:  0.242
Epoch  29 Batch  227/1077 - Train Accuracy:  0.811, Validation Accuracy:  0.884, Loss:  0.277
Epoch  29 Batch  228/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.878, Loss:  0.233
Epoch  29 Batch  229/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.882, Loss:  0.246
Epoch  29 Batch  230/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.227
Epoch  29 Batch  231/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.880, Loss:  0.261
Epoch  29 Batch  232/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.235
Epoch  29 Batch  233/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.271
Epoch  29 Batch  234/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.880, Loss:  0.258
Epoch  29 Batch  235/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.885, Loss:  0.239
Epoch  29 Batch  236/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.248
Epoch  29 Batch  237/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.227
Epoch  29 Batch  238/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.249
Epoch  29 Batch  239/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.871, Loss:  0.215
Epoch  29 Batch  240/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.873, Loss:  0.237
Epoch  29 Batch  241/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.875, Loss:  0.221
Epoch  29 Batch  242/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.874, Loss:  0.227
Epoch  29 Batch  243/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.250
Epoch  29 Batch  244/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.234
Epoch  29 Batch  245/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.873, Loss:  0.221
Epoch  29 Batch  246/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.240
Epoch  29 Batch  247/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.865, Loss:  0.237
Epoch  29 Batch  248/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.863, Loss:  0.252
Epoch  29 Batch  249/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.241
Epoch  29 Batch  250/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.863, Loss:  0.230
Epoch  29 Batch  251/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.866, Loss:  0.227
Epoch  29 Batch  252/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.869, Loss:  0.208
Epoch  29 Batch  253/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.875, Loss:  0.258
Epoch  29 Batch  254/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.219
Epoch  29 Batch  255/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.876, Loss:  0.253
Epoch  29 Batch  256/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.881, Loss:  0.283
Epoch  29 Batch  257/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.885, Loss:  0.239
Epoch  29 Batch  258/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.241
Epoch  29 Batch  259/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.248
Epoch  29 Batch  260/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.222
Epoch  29 Batch  261/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.237
Epoch  29 Batch  262/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.237
Epoch  29 Batch  263/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.236
Epoch  29 Batch  264/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.256
Epoch  29 Batch  265/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.874, Loss:  0.247
Epoch  29 Batch  266/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.879, Loss:  0.242
Epoch  29 Batch  267/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.878, Loss:  0.216
Epoch  29 Batch  268/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.878, Loss:  0.249
Epoch  29 Batch  269/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.875, Loss:  0.275
Epoch  29 Batch  270/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.881, Loss:  0.267
Epoch  29 Batch  271/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.234
Epoch  29 Batch  272/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.877, Loss:  0.307
Epoch  29 Batch  273/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.878, Loss:  0.232
Epoch  29 Batch  274/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.250
Epoch  29 Batch  275/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.250
Epoch  29 Batch  276/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.881, Loss:  0.274
Epoch  29 Batch  277/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.881, Loss:  0.210
Epoch  29 Batch  278/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.884, Loss:  0.277
Epoch  29 Batch  279/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.880, Loss:  0.282
Epoch  29 Batch  280/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.880, Loss:  0.252
Epoch  29 Batch  281/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.257
Epoch  29 Batch  282/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.884, Loss:  0.276
Epoch  29 Batch  283/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.882, Loss:  0.260
Epoch  29 Batch  284/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.270
Epoch  29 Batch  285/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.874, Loss:  0.253
Epoch  29 Batch  286/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.883, Loss:  0.229
Epoch  29 Batch  287/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.883, Loss:  0.253
Epoch  29 Batch  288/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.883, Loss:  0.248
Epoch  29 Batch  289/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.881, Loss:  0.241
Epoch  29 Batch  290/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.279
Epoch  29 Batch  291/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.876, Loss:  0.260
Epoch  29 Batch  292/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.875, Loss:  0.230
Epoch  29 Batch  293/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.873, Loss:  0.254
Epoch  29 Batch  294/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.875, Loss:  0.252
Epoch  29 Batch  295/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.876, Loss:  0.273
Epoch  29 Batch  296/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.237
Epoch  29 Batch  297/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.880, Loss:  0.281
Epoch  29 Batch  298/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.884, Loss:  0.259
Epoch  29 Batch  299/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.883, Loss:  0.240
Epoch  29 Batch  300/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.875, Loss:  0.216
Epoch  29 Batch  301/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.225
Epoch  29 Batch  302/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.875, Loss:  0.224
Epoch  29 Batch  303/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.871, Loss:  0.246
Epoch  29 Batch  304/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.867, Loss:  0.238
Epoch  29 Batch  305/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.867, Loss:  0.260
Epoch  29 Batch  306/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.229
Epoch  29 Batch  307/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.255
Epoch  29 Batch  308/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.260
Epoch  29 Batch  309/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.880, Loss:  0.210
Epoch  29 Batch  310/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.880, Loss:  0.248
Epoch  29 Batch  311/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.884, Loss:  0.215
Epoch  29 Batch  312/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.883, Loss:  0.261
Epoch  29 Batch  313/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.231
Epoch  29 Batch  314/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.877, Loss:  0.243
Epoch  29 Batch  315/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.881, Loss:  0.226
Epoch  29 Batch  316/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.876, Loss:  0.223
Epoch  29 Batch  317/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.877, Loss:  0.280
Epoch  29 Batch  318/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.877, Loss:  0.249
Epoch  29 Batch  319/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.871, Loss:  0.246
Epoch  29 Batch  320/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.869, Loss:  0.250
Epoch  29 Batch  321/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.869, Loss:  0.247
Epoch  29 Batch  322/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.865, Loss:  0.210
Epoch  29 Batch  323/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.858, Loss:  0.228
Epoch  29 Batch  324/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.859, Loss:  0.238
Epoch  29 Batch  325/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.859, Loss:  0.249
Epoch  29 Batch  326/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.860, Loss:  0.244
Epoch  29 Batch  327/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.855, Loss:  0.267
Epoch  29 Batch  328/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.855, Loss:  0.263
Epoch  29 Batch  329/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.856, Loss:  0.261
Epoch  29 Batch  330/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.856, Loss:  0.241
Epoch  29 Batch  331/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.856, Loss:  0.242
Epoch  29 Batch  332/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.864, Loss:  0.207
Epoch  29 Batch  333/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.864, Loss:  0.249
Epoch  29 Batch  334/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.869, Loss:  0.228
Epoch  29 Batch  335/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.228
Epoch  29 Batch  336/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.863, Loss:  0.281
Epoch  29 Batch  337/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.862, Loss:  0.257
Epoch  29 Batch  338/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.860, Loss:  0.280
Epoch  29 Batch  339/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.861, Loss:  0.204
Epoch  29 Batch  340/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.861, Loss:  0.254
Epoch  29 Batch  341/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.861, Loss:  0.290
Epoch  29 Batch  342/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.864, Loss:  0.213
Epoch  29 Batch  343/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.864, Loss:  0.261
Epoch  29 Batch  344/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.863, Loss:  0.252
Epoch  29 Batch  345/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.863, Loss:  0.236
Epoch  29 Batch  346/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.865, Loss:  0.255
Epoch  29 Batch  347/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.867, Loss:  0.217
Epoch  29 Batch  348/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.867, Loss:  0.247
Epoch  29 Batch  349/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.872, Loss:  0.249
Epoch  29 Batch  350/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.866, Loss:  0.279
Epoch  29 Batch  351/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.868, Loss:  0.248
Epoch  29 Batch  352/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.238
Epoch  29 Batch  353/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.273
Epoch  29 Batch  354/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.866, Loss:  0.280
Epoch  29 Batch  355/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.872, Loss:  0.260
Epoch  29 Batch  356/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.276
Epoch  29 Batch  357/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.870, Loss:  0.249
Epoch  29 Batch  358/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.869, Loss:  0.269
Epoch  29 Batch  359/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.869, Loss:  0.269
Epoch  29 Batch  360/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.870, Loss:  0.253
Epoch  29 Batch  361/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.869, Loss:  0.266
Epoch  29 Batch  362/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.271
Epoch  29 Batch  363/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.870, Loss:  0.275
Epoch  29 Batch  364/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.860, Loss:  0.251
Epoch  29 Batch  365/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.863, Loss:  0.222
Epoch  29 Batch  366/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.866, Loss:  0.228
Epoch  29 Batch  367/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.868, Loss:  0.219
Epoch  29 Batch  368/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.870, Loss:  0.256
Epoch  29 Batch  369/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.874, Loss:  0.252
Epoch  29 Batch  370/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.871, Loss:  0.244
Epoch  29 Batch  371/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.872, Loss:  0.248
Epoch  29 Batch  372/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.872, Loss:  0.240
Epoch  29 Batch  373/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.873, Loss:  0.228
Epoch  29 Batch  374/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.874, Loss:  0.283
Epoch  29 Batch  375/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.874, Loss:  0.232
Epoch  29 Batch  376/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.871, Loss:  0.234
Epoch  29 Batch  377/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.259
Epoch  29 Batch  378/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.875, Loss:  0.224
Epoch  29 Batch  379/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.876, Loss:  0.260
Epoch  29 Batch  380/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.228
Epoch  29 Batch  381/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.879, Loss:  0.262
Epoch  29 Batch  382/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.864, Loss:  0.279
Epoch  29 Batch  383/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.874, Loss:  0.246
Epoch  29 Batch  384/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.232
Epoch  29 Batch  385/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.874, Loss:  0.253
Epoch  29 Batch  386/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.874, Loss:  0.229
Epoch  29 Batch  387/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.245
Epoch  29 Batch  388/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.880, Loss:  0.233
Epoch  29 Batch  389/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.877, Loss:  0.251
Epoch  29 Batch  390/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.884, Loss:  0.271
Epoch  29 Batch  391/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.234
Epoch  29 Batch  392/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.876, Loss:  0.235
Epoch  29 Batch  393/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.876, Loss:  0.219
Epoch  29 Batch  394/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.256
Epoch  29 Batch  395/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.875, Loss:  0.223
Epoch  29 Batch  396/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.869, Loss:  0.260
Epoch  29 Batch  397/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.871, Loss:  0.241
Epoch  29 Batch  398/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.867, Loss:  0.247
Epoch  29 Batch  399/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.866, Loss:  0.262
Epoch  29 Batch  400/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.242
Epoch  29 Batch  401/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.867, Loss:  0.224
Epoch  29 Batch  402/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.871, Loss:  0.230
Epoch  29 Batch  403/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.259
Epoch  29 Batch  404/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.872, Loss:  0.212
Epoch  29 Batch  405/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.251
Epoch  29 Batch  406/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.877, Loss:  0.235
Epoch  29 Batch  407/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.873, Loss:  0.254
Epoch  29 Batch  408/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.876, Loss:  0.270
Epoch  29 Batch  409/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.875, Loss:  0.267
Epoch  29 Batch  410/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.876, Loss:  0.276
Epoch  29 Batch  411/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.871, Loss:  0.248
Epoch  29 Batch  412/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.871, Loss:  0.228
Epoch  29 Batch  413/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.241
Epoch  29 Batch  414/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.866, Loss:  0.249
Epoch  29 Batch  415/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.866, Loss:  0.242
Epoch  29 Batch  416/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.868, Loss:  0.236
Epoch  29 Batch  417/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.867, Loss:  0.277
Epoch  29 Batch  418/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.865, Loss:  0.220
Epoch  29 Batch  419/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.864, Loss:  0.238
Epoch  29 Batch  420/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.864, Loss:  0.239
Epoch  29 Batch  421/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.864, Loss:  0.260
Epoch  29 Batch  422/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.865, Loss:  0.223
Epoch  29 Batch  423/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.874, Loss:  0.277
Epoch  29 Batch  424/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.239
Epoch  29 Batch  425/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.873, Loss:  0.217
Epoch  29 Batch  426/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.873, Loss:  0.256
Epoch  29 Batch  427/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.874, Loss:  0.233
Epoch  29 Batch  428/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.870, Loss:  0.230
Epoch  29 Batch  429/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.870, Loss:  0.219
Epoch  29 Batch  430/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.871, Loss:  0.228
Epoch  29 Batch  431/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.866, Loss:  0.252
Epoch  29 Batch  432/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.248
Epoch  29 Batch  433/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.865, Loss:  0.241
Epoch  29 Batch  434/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.860, Loss:  0.239
Epoch  29 Batch  435/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.860, Loss:  0.272
Epoch  29 Batch  436/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.860, Loss:  0.239
Epoch  29 Batch  437/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.860, Loss:  0.233
Epoch  29 Batch  438/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.860, Loss:  0.234
Epoch  29 Batch  439/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.860, Loss:  0.262
Epoch  29 Batch  440/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.859, Loss:  0.265
Epoch  29 Batch  441/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.859, Loss:  0.220
Epoch  29 Batch  442/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.859, Loss:  0.239
Epoch  29 Batch  443/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.862, Loss:  0.242
Epoch  29 Batch  444/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.861, Loss:  0.231
Epoch  29 Batch  445/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.862, Loss:  0.238
Epoch  29 Batch  446/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.862, Loss:  0.194
Epoch  29 Batch  447/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.862, Loss:  0.243
Epoch  29 Batch  448/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.863, Loss:  0.280
Epoch  29 Batch  449/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.871, Loss:  0.259
Epoch  29 Batch  450/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.871, Loss:  0.222
Epoch  29 Batch  451/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.871, Loss:  0.227
Epoch  29 Batch  452/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.251
Epoch  29 Batch  453/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.872, Loss:  0.223
Epoch  29 Batch  454/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.235
Epoch  29 Batch  455/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.875, Loss:  0.231
Epoch  29 Batch  456/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.242
Epoch  29 Batch  457/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.212
Epoch  29 Batch  458/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.874, Loss:  0.244
Epoch  29 Batch  459/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.873, Loss:  0.227
Epoch  29 Batch  460/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.244
Epoch  29 Batch  461/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.875, Loss:  0.242
Epoch  29 Batch  462/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.881, Loss:  0.225
Epoch  29 Batch  463/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.884, Loss:  0.241
Epoch  29 Batch  464/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.876, Loss:  0.223
Epoch  29 Batch  465/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.868, Loss:  0.261
Epoch  29 Batch  466/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.868, Loss:  0.226
Epoch  29 Batch  467/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.868, Loss:  0.241
Epoch  29 Batch  468/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.867, Loss:  0.255
Epoch  29 Batch  469/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.863, Loss:  0.232
Epoch  29 Batch  470/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.864, Loss:  0.246
Epoch  29 Batch  471/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.864, Loss:  0.222
Epoch  29 Batch  472/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.863, Loss:  0.222
Epoch  29 Batch  473/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.864, Loss:  0.259
Epoch  29 Batch  474/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.862, Loss:  0.264
Epoch  29 Batch  475/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.862, Loss:  0.224
Epoch  29 Batch  476/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.857, Loss:  0.231
Epoch  29 Batch  477/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.858, Loss:  0.226
Epoch  29 Batch  478/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.860, Loss:  0.242
Epoch  29 Batch  479/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.861, Loss:  0.262
Epoch  29 Batch  480/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.865, Loss:  0.249
Epoch  29 Batch  481/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.865, Loss:  0.246
Epoch  29 Batch  482/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.865, Loss:  0.253
Epoch  29 Batch  483/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.865, Loss:  0.258
Epoch  29 Batch  484/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.869, Loss:  0.269
Epoch  29 Batch  485/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.869, Loss:  0.273
Epoch  29 Batch  486/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.874, Loss:  0.232
Epoch  29 Batch  487/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.870, Loss:  0.247
Epoch  29 Batch  488/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.874, Loss:  0.242
Epoch  29 Batch  489/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.879, Loss:  0.239
Epoch  29 Batch  490/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.877, Loss:  0.244
Epoch  29 Batch  491/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.877, Loss:  0.270
Epoch  29 Batch  492/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.872, Loss:  0.261
Epoch  29 Batch  493/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.872, Loss:  0.231
Epoch  29 Batch  494/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.872, Loss:  0.240
Epoch  29 Batch  495/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.234
Epoch  29 Batch  496/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.872, Loss:  0.265
Epoch  29 Batch  497/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.872, Loss:  0.271
Epoch  29 Batch  498/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.236
Epoch  29 Batch  499/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.877, Loss:  0.227
Epoch  29 Batch  500/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.869, Loss:  0.231
Epoch  29 Batch  501/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.864, Loss:  0.234
Epoch  29 Batch  502/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.864, Loss:  0.224
Epoch  29 Batch  503/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.864, Loss:  0.229
Epoch  29 Batch  504/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.868, Loss:  0.246
Epoch  29 Batch  505/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.867, Loss:  0.198
Epoch  29 Batch  506/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.240
Epoch  29 Batch  507/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.863, Loss:  0.234
Epoch  29 Batch  508/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.864, Loss:  0.227
Epoch  29 Batch  509/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.865, Loss:  0.258
Epoch  29 Batch  510/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.865, Loss:  0.210
Epoch  29 Batch  511/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.865, Loss:  0.233
Epoch  29 Batch  512/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.864, Loss:  0.231
Epoch  29 Batch  513/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.861, Loss:  0.237
Epoch  29 Batch  514/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.861, Loss:  0.247
Epoch  29 Batch  515/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.864, Loss:  0.253
Epoch  29 Batch  516/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.866, Loss:  0.218
Epoch  29 Batch  517/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.866, Loss:  0.236
Epoch  29 Batch  518/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.866, Loss:  0.230
Epoch  29 Batch  519/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.232
Epoch  29 Batch  520/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.874, Loss:  0.229
Epoch  29 Batch  521/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.874, Loss:  0.239
Epoch  29 Batch  522/1077 - Train Accuracy:  0.825, Validation Accuracy:  0.872, Loss:  0.267
Epoch  29 Batch  523/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.247
Epoch  29 Batch  524/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.877, Loss:  0.241
Epoch  29 Batch  525/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.262
Epoch  29 Batch  526/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.882, Loss:  0.246
Epoch  29 Batch  527/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.233
Epoch  29 Batch  528/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.886, Loss:  0.231
Epoch  29 Batch  529/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.882, Loss:  0.230
Epoch  29 Batch  530/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.881, Loss:  0.246
Epoch  29 Batch  531/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.228
Epoch  29 Batch  532/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.877, Loss:  0.269
Epoch  29 Batch  533/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.868, Loss:  0.274
Epoch  29 Batch  534/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.864, Loss:  0.233
Epoch  29 Batch  535/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.864, Loss:  0.236
Epoch  29 Batch  536/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.863, Loss:  0.230
Epoch  29 Batch  537/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.869, Loss:  0.237
Epoch  29 Batch  538/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.868, Loss:  0.223
Epoch  29 Batch  539/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.867, Loss:  0.260
Epoch  29 Batch  540/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.868, Loss:  0.241
Epoch  29 Batch  541/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.235
Epoch  29 Batch  542/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.237
Epoch  29 Batch  543/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.257
Epoch  29 Batch  544/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.869, Loss:  0.222
Epoch  29 Batch  545/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.868, Loss:  0.267
Epoch  29 Batch  546/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.254
Epoch  29 Batch  547/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.870, Loss:  0.233
Epoch  29 Batch  548/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.264
Epoch  29 Batch  549/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.249
Epoch  29 Batch  550/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.869, Loss:  0.253
Epoch  29 Batch  551/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.875, Loss:  0.253
Epoch  29 Batch  552/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.237
Epoch  29 Batch  553/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.874, Loss:  0.261
Epoch  29 Batch  554/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.874, Loss:  0.238
Epoch  29 Batch  555/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.874, Loss:  0.251
Epoch  29 Batch  556/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.226
Epoch  29 Batch  557/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.237
Epoch  29 Batch  558/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.871, Loss:  0.225
Epoch  29 Batch  559/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.876, Loss:  0.222
Epoch  29 Batch  560/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.876, Loss:  0.227
Epoch  29 Batch  561/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.223
Epoch  29 Batch  562/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.873, Loss:  0.217
Epoch  29 Batch  563/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.872, Loss:  0.255
Epoch  29 Batch  564/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.279
Epoch  29 Batch  565/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.254
Epoch  29 Batch  566/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.873, Loss:  0.255
Epoch  29 Batch  567/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.872, Loss:  0.240
Epoch  29 Batch  568/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.248
Epoch  29 Batch  569/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.874, Loss:  0.251
Epoch  29 Batch  570/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.874, Loss:  0.267
Epoch  29 Batch  571/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.876, Loss:  0.226
Epoch  29 Batch  572/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.866, Loss:  0.220
Epoch  29 Batch  573/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.877, Loss:  0.264
Epoch  29 Batch  574/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.250
Epoch  29 Batch  575/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.241
Epoch  29 Batch  576/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.878, Loss:  0.251
Epoch  29 Batch  577/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.878, Loss:  0.264
Epoch  29 Batch  578/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.872, Loss:  0.259
Epoch  29 Batch  579/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.873, Loss:  0.237
Epoch  29 Batch  580/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.874, Loss:  0.223
Epoch  29 Batch  581/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.874, Loss:  0.220
Epoch  29 Batch  582/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.240
Epoch  29 Batch  583/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.269
Epoch  29 Batch  584/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.874, Loss:  0.229
Epoch  29 Batch  585/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.207
Epoch  29 Batch  586/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.238
Epoch  29 Batch  587/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.881, Loss:  0.239
Epoch  29 Batch  588/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.226
Epoch  29 Batch  589/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.873, Loss:  0.226
Epoch  29 Batch  590/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.890, Loss:  0.240
Epoch  29 Batch  591/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.891, Loss:  0.228
Epoch  29 Batch  592/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.284
Epoch  29 Batch  593/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.878, Loss:  0.239
Epoch  29 Batch  594/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.872, Loss:  0.253
Epoch  29 Batch  595/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.873, Loss:  0.239
Epoch  29 Batch  596/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.870, Loss:  0.252
Epoch  29 Batch  597/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.870, Loss:  0.249
Epoch  29 Batch  598/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.864, Loss:  0.222
Epoch  29 Batch  599/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.860, Loss:  0.288
Epoch  29 Batch  600/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.861, Loss:  0.225
Epoch  29 Batch  601/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.870, Loss:  0.230
Epoch  29 Batch  602/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.869, Loss:  0.246
Epoch  29 Batch  603/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.245
Epoch  29 Batch  604/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.251
Epoch  29 Batch  605/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.872, Loss:  0.279
Epoch  29 Batch  606/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.872, Loss:  0.226
Epoch  29 Batch  607/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.871, Loss:  0.248
Epoch  29 Batch  608/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.870, Loss:  0.270
Epoch  29 Batch  609/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.871, Loss:  0.260
Epoch  29 Batch  610/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.872, Loss:  0.245
Epoch  29 Batch  611/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.874, Loss:  0.258
Epoch  29 Batch  612/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.221
Epoch  29 Batch  613/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.259
Epoch  29 Batch  614/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.886, Loss:  0.235
Epoch  29 Batch  615/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.879, Loss:  0.249
Epoch  29 Batch  616/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.249
Epoch  29 Batch  617/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.871, Loss:  0.219
Epoch  29 Batch  618/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.871, Loss:  0.251
Epoch  29 Batch  619/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.867, Loss:  0.234
Epoch  29 Batch  620/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.866, Loss:  0.233
Epoch  29 Batch  621/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.863, Loss:  0.239
Epoch  29 Batch  622/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.258
Epoch  29 Batch  623/1077 - Train Accuracy:  0.826, Validation Accuracy:  0.870, Loss:  0.254
Epoch  29 Batch  624/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.869, Loss:  0.239
Epoch  29 Batch  625/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.869, Loss:  0.247
Epoch  29 Batch  626/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.874, Loss:  0.219
Epoch  29 Batch  627/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.874, Loss:  0.236
Epoch  29 Batch  628/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.879, Loss:  0.267
Epoch  29 Batch  629/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.879, Loss:  0.247
Epoch  29 Batch  630/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.239
Epoch  29 Batch  631/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.882, Loss:  0.243
Epoch  29 Batch  632/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.879, Loss:  0.239
Epoch  29 Batch  633/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.875, Loss:  0.242
Epoch  29 Batch  634/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.213
Epoch  29 Batch  635/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.873, Loss:  0.264
Epoch  29 Batch  636/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.873, Loss:  0.233
Epoch  29 Batch  637/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.869, Loss:  0.259
Epoch  29 Batch  638/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.869, Loss:  0.243
Epoch  29 Batch  639/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.251
Epoch  29 Batch  640/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.881, Loss:  0.219
Epoch  29 Batch  641/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.233
Epoch  29 Batch  642/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.881, Loss:  0.247
Epoch  29 Batch  643/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.209
Epoch  29 Batch  644/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.871, Loss:  0.226
Epoch  29 Batch  645/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.871, Loss:  0.229
Epoch  29 Batch  646/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.872, Loss:  0.236
Epoch  29 Batch  647/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.240
Epoch  29 Batch  648/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.230
Epoch  29 Batch  649/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.869, Loss:  0.245
Epoch  29 Batch  650/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.874, Loss:  0.222
Epoch  29 Batch  651/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.872, Loss:  0.236
Epoch  29 Batch  652/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.873, Loss:  0.263
Epoch  29 Batch  653/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.254
Epoch  29 Batch  654/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.880, Loss:  0.222
Epoch  29 Batch  655/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.880, Loss:  0.268
Epoch  29 Batch  656/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.876, Loss:  0.241
Epoch  29 Batch  657/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.875, Loss:  0.267
Epoch  29 Batch  658/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.876, Loss:  0.231
Epoch  29 Batch  659/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.244
Epoch  29 Batch  660/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.878, Loss:  0.259
Epoch  29 Batch  661/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.877, Loss:  0.222
Epoch  29 Batch  662/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.876, Loss:  0.218
Epoch  29 Batch  663/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.876, Loss:  0.223
Epoch  29 Batch  664/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.876, Loss:  0.239
Epoch  29 Batch  665/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.877, Loss:  0.226
Epoch  29 Batch  666/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.246
Epoch  29 Batch  667/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.878, Loss:  0.263
Epoch  29 Batch  668/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.878, Loss:  0.227
Epoch  29 Batch  669/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.878, Loss:  0.237
Epoch  29 Batch  670/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.879, Loss:  0.240
Epoch  29 Batch  671/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.879, Loss:  0.266
Epoch  29 Batch  672/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.879, Loss:  0.234
Epoch  29 Batch  673/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.228
Epoch  29 Batch  674/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.885, Loss:  0.242
Epoch  29 Batch  675/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.249
Epoch  29 Batch  676/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.236
Epoch  29 Batch  677/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.879, Loss:  0.271
Epoch  29 Batch  678/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.216
Epoch  29 Batch  679/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.273
Epoch  29 Batch  680/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.228
Epoch  29 Batch  681/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.255
Epoch  29 Batch  682/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.263
Epoch  29 Batch  683/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.234
Epoch  29 Batch  684/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.243
Epoch  29 Batch  685/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.885, Loss:  0.277
Epoch  29 Batch  686/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.885, Loss:  0.243
Epoch  29 Batch  687/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.260
Epoch  29 Batch  688/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.884, Loss:  0.239
Epoch  29 Batch  689/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.888, Loss:  0.218
Epoch  29 Batch  690/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.240
Epoch  29 Batch  691/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.877, Loss:  0.269
Epoch  29 Batch  692/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.873, Loss:  0.219
Epoch  29 Batch  693/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.869, Loss:  0.286
Epoch  29 Batch  694/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.867, Loss:  0.234
Epoch  29 Batch  695/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.866, Loss:  0.227
Epoch  29 Batch  696/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.866, Loss:  0.264
Epoch  29 Batch  697/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.866, Loss:  0.219
Epoch  29 Batch  698/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.865, Loss:  0.237
Epoch  29 Batch  699/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.867, Loss:  0.228
Epoch  29 Batch  700/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.871, Loss:  0.217
Epoch  29 Batch  701/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.871, Loss:  0.247
Epoch  29 Batch  702/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.871, Loss:  0.267
Epoch  29 Batch  703/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.869, Loss:  0.254
Epoch  29 Batch  704/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.869, Loss:  0.262
Epoch  29 Batch  705/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.869, Loss:  0.257
Epoch  29 Batch  706/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.879, Loss:  0.267
Epoch  29 Batch  707/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.880, Loss:  0.228
Epoch  29 Batch  708/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.883, Loss:  0.240
Epoch  29 Batch  709/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.886, Loss:  0.254
Epoch  29 Batch  710/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.220
Epoch  29 Batch  711/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.887, Loss:  0.285
Epoch  29 Batch  712/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.258
Epoch  29 Batch  713/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.237
Epoch  29 Batch  714/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.228
Epoch  29 Batch  715/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.879, Loss:  0.275
Epoch  29 Batch  716/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.874, Loss:  0.203
Epoch  29 Batch  717/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.869, Loss:  0.223
Epoch  29 Batch  718/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.869, Loss:  0.237
Epoch  29 Batch  719/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.864, Loss:  0.220
Epoch  29 Batch  720/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.860, Loss:  0.273
Epoch  29 Batch  721/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.865, Loss:  0.248
Epoch  29 Batch  722/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.863, Loss:  0.233
Epoch  29 Batch  723/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.867, Loss:  0.241
Epoch  29 Batch  724/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.875, Loss:  0.261
Epoch  29 Batch  725/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.876, Loss:  0.218
Epoch  29 Batch  726/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.880, Loss:  0.236
Epoch  29 Batch  727/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.878, Loss:  0.229
Epoch  29 Batch  728/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.876, Loss:  0.236
Epoch  29 Batch  729/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.873, Loss:  0.265
Epoch  29 Batch  730/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.258
Epoch  29 Batch  731/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.866, Loss:  0.259
Epoch  29 Batch  732/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.869, Loss:  0.269
Epoch  29 Batch  733/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.869, Loss:  0.234
Epoch  29 Batch  734/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.862, Loss:  0.255
Epoch  29 Batch  735/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.862, Loss:  0.226
Epoch  29 Batch  736/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.862, Loss:  0.229
Epoch  29 Batch  737/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.274
Epoch  29 Batch  738/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.866, Loss:  0.215
Epoch  29 Batch  739/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.873, Loss:  0.229
Epoch  29 Batch  740/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.874, Loss:  0.235
Epoch  29 Batch  741/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.878, Loss:  0.268
Epoch  29 Batch  742/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.238
Epoch  29 Batch  743/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.876, Loss:  0.237
Epoch  29 Batch  744/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.227
Epoch  29 Batch  745/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.870, Loss:  0.250
Epoch  29 Batch  746/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.870, Loss:  0.239
Epoch  29 Batch  747/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.869, Loss:  0.220
Epoch  29 Batch  748/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.872, Loss:  0.219
Epoch  29 Batch  749/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.873, Loss:  0.247
Epoch  29 Batch  750/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.254
Epoch  29 Batch  751/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.872, Loss:  0.241
Epoch  29 Batch  752/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.873, Loss:  0.223
Epoch  29 Batch  753/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.874, Loss:  0.236
Epoch  29 Batch  754/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.879, Loss:  0.267
Epoch  29 Batch  755/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.875, Loss:  0.244
Epoch  29 Batch  756/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.871, Loss:  0.243
Epoch  29 Batch  757/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.878, Loss:  0.241
Epoch  29 Batch  758/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.878, Loss:  0.209
Epoch  29 Batch  759/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.874, Loss:  0.208
Epoch  29 Batch  760/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.870, Loss:  0.222
Epoch  29 Batch  761/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.870, Loss:  0.258
Epoch  29 Batch  762/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.866, Loss:  0.207
Epoch  29 Batch  763/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.866, Loss:  0.223
Epoch  29 Batch  764/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.233
Epoch  29 Batch  765/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.871, Loss:  0.226
Epoch  29 Batch  766/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.870, Loss:  0.265
Epoch  29 Batch  767/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.870, Loss:  0.239
Epoch  29 Batch  768/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.240
Epoch  29 Batch  769/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.863, Loss:  0.236
Epoch  29 Batch  770/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.867, Loss:  0.238
Epoch  29 Batch  771/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.869, Loss:  0.257
Epoch  29 Batch  772/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.870, Loss:  0.249
Epoch  29 Batch  773/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.874, Loss:  0.217
Epoch  29 Batch  774/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.273
Epoch  29 Batch  775/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.246
Epoch  29 Batch  776/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.873, Loss:  0.235
Epoch  29 Batch  777/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.871, Loss:  0.250
Epoch  29 Batch  778/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.236
Epoch  29 Batch  779/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.865, Loss:  0.260
Epoch  29 Batch  780/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.871, Loss:  0.264
Epoch  29 Batch  781/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.870, Loss:  0.210
Epoch  29 Batch  782/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.869, Loss:  0.240
Epoch  29 Batch  783/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.869, Loss:  0.262
Epoch  29 Batch  784/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.863, Loss:  0.227
Epoch  29 Batch  785/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.864, Loss:  0.221
Epoch  29 Batch  786/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.864, Loss:  0.236
Epoch  29 Batch  787/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.866, Loss:  0.223
Epoch  29 Batch  788/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.871, Loss:  0.222
Epoch  29 Batch  789/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.872, Loss:  0.241
Epoch  29 Batch  790/1077 - Train Accuracy:  0.817, Validation Accuracy:  0.878, Loss:  0.265
Epoch  29 Batch  791/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.888, Loss:  0.236
Epoch  29 Batch  792/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.247
Epoch  29 Batch  793/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.249
Epoch  29 Batch  794/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.234
Epoch  29 Batch  795/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.273
Epoch  29 Batch  796/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.222
Epoch  29 Batch  797/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.889, Loss:  0.238
Epoch  29 Batch  798/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.885, Loss:  0.253
Epoch  29 Batch  799/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.885, Loss:  0.285
Epoch  29 Batch  800/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.881, Loss:  0.234
Epoch  29 Batch  801/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.881, Loss:  0.263
Epoch  29 Batch  802/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.239
Epoch  29 Batch  803/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.870, Loss:  0.251
Epoch  29 Batch  804/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.232
Epoch  29 Batch  805/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.870, Loss:  0.254
Epoch  29 Batch  806/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.868, Loss:  0.227
Epoch  29 Batch  807/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.868, Loss:  0.231
Epoch  29 Batch  808/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.881, Loss:  0.260
Epoch  29 Batch  809/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.266
Epoch  29 Batch  810/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.226
Epoch  29 Batch  811/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.877, Loss:  0.223
Epoch  29 Batch  812/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.877, Loss:  0.255
Epoch  29 Batch  813/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.873, Loss:  0.243
Epoch  29 Batch  814/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.874, Loss:  0.261
Epoch  29 Batch  815/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.873, Loss:  0.234
Epoch  29 Batch  816/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.872, Loss:  0.242
Epoch  29 Batch  817/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.869, Loss:  0.253
Epoch  29 Batch  818/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.256
Epoch  29 Batch  819/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.244
Epoch  29 Batch  820/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.873, Loss:  0.265
Epoch  29 Batch  821/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.868, Loss:  0.235
Epoch  29 Batch  822/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.869, Loss:  0.244
Epoch  29 Batch  823/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.869, Loss:  0.238
Epoch  29 Batch  824/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.870, Loss:  0.233
Epoch  29 Batch  825/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.874, Loss:  0.231
Epoch  29 Batch  826/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.869, Loss:  0.221
Epoch  29 Batch  827/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.877, Loss:  0.249
Epoch  29 Batch  828/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.219
Epoch  29 Batch  829/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.876, Loss:  0.267
Epoch  29 Batch  830/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.877, Loss:  0.237
Epoch  29 Batch  831/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.881, Loss:  0.247
Epoch  29 Batch  832/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.240
Epoch  29 Batch  833/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.881, Loss:  0.251
Epoch  29 Batch  834/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.250
Epoch  29 Batch  835/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.881, Loss:  0.262
Epoch  29 Batch  836/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.881, Loss:  0.239
Epoch  29 Batch  837/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.279
Epoch  29 Batch  838/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.887, Loss:  0.225
Epoch  29 Batch  839/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.230
Epoch  29 Batch  840/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.879, Loss:  0.243
Epoch  29 Batch  841/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.879, Loss:  0.236
Epoch  29 Batch  842/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.241
Epoch  29 Batch  843/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.881, Loss:  0.229
Epoch  29 Batch  844/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.244
Epoch  29 Batch  845/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.879, Loss:  0.231
Epoch  29 Batch  846/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.879, Loss:  0.266
Epoch  29 Batch  847/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.270
Epoch  29 Batch  848/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.239
Epoch  29 Batch  849/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.223
Epoch  29 Batch  850/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.269
Epoch  29 Batch  851/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.873, Loss:  0.268
Epoch  29 Batch  852/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.260
Epoch  29 Batch  853/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.875, Loss:  0.220
Epoch  29 Batch  854/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.871, Loss:  0.265
Epoch  29 Batch  855/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.877, Loss:  0.236
Epoch  29 Batch  856/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.876, Loss:  0.244
Epoch  29 Batch  857/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.868, Loss:  0.215
Epoch  29 Batch  858/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.862, Loss:  0.236
Epoch  29 Batch  859/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.876, Loss:  0.261
Epoch  29 Batch  860/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.249
Epoch  29 Batch  861/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.877, Loss:  0.249
Epoch  29 Batch  862/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.872, Loss:  0.238
Epoch  29 Batch  863/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.224
Epoch  29 Batch  864/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.878, Loss:  0.220
Epoch  29 Batch  865/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.246
Epoch  29 Batch  866/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.882, Loss:  0.245
Epoch  29 Batch  867/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.877, Loss:  0.281
Epoch  29 Batch  868/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.879, Loss:  0.251
Epoch  29 Batch  869/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.886, Loss:  0.257
Epoch  29 Batch  870/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.887, Loss:  0.260
Epoch  29 Batch  871/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.892, Loss:  0.239
Epoch  29 Batch  872/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.889, Loss:  0.214
Epoch  29 Batch  873/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.893, Loss:  0.248
Epoch  29 Batch  874/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.896, Loss:  0.257
Epoch  29 Batch  875/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.892, Loss:  0.233
Epoch  29 Batch  876/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.239
Epoch  29 Batch  877/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.242
Epoch  29 Batch  878/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.233
Epoch  29 Batch  879/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.218
Epoch  29 Batch  880/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.248
Epoch  29 Batch  881/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.240
Epoch  29 Batch  882/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.254
Epoch  29 Batch  883/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.268
Epoch  29 Batch  884/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.890, Loss:  0.220
Epoch  29 Batch  885/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.890, Loss:  0.203
Epoch  29 Batch  886/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.890, Loss:  0.270
Epoch  29 Batch  887/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.891, Loss:  0.262
Epoch  29 Batch  888/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.222
Epoch  29 Batch  889/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.237
Epoch  29 Batch  890/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.886, Loss:  0.220
Epoch  29 Batch  891/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.890, Loss:  0.252
Epoch  29 Batch  892/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.219
Epoch  29 Batch  893/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.249
Epoch  29 Batch  894/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.230
Epoch  29 Batch  895/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.246
Epoch  29 Batch  896/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.270
Epoch  29 Batch  897/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.227
Epoch  29 Batch  898/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.227
Epoch  29 Batch  899/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.233
Epoch  29 Batch  900/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.881, Loss:  0.278
Epoch  29 Batch  901/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.263
Epoch  29 Batch  902/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.882, Loss:  0.249
Epoch  29 Batch  903/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.235
Epoch  29 Batch  904/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.881, Loss:  0.249
Epoch  29 Batch  905/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.881, Loss:  0.226
Epoch  29 Batch  906/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.881, Loss:  0.224
Epoch  29 Batch  907/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.877, Loss:  0.240
Epoch  29 Batch  908/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.879, Loss:  0.250
Epoch  29 Batch  909/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.227
Epoch  29 Batch  910/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.877, Loss:  0.206
Epoch  29 Batch  911/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.873, Loss:  0.221
Epoch  29 Batch  912/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.869, Loss:  0.243
Epoch  29 Batch  913/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.866, Loss:  0.271
Epoch  29 Batch  914/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.870, Loss:  0.252
Epoch  29 Batch  915/1077 - Train Accuracy:  0.837, Validation Accuracy:  0.871, Loss:  0.268
Epoch  29 Batch  916/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.870, Loss:  0.238
Epoch  29 Batch  917/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.871, Loss:  0.246
Epoch  29 Batch  918/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.225
Epoch  29 Batch  919/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.215
Epoch  29 Batch  920/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.880, Loss:  0.250
Epoch  29 Batch  921/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.876, Loss:  0.239
Epoch  29 Batch  922/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.884, Loss:  0.238
Epoch  29 Batch  923/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.885, Loss:  0.247
Epoch  29 Batch  924/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.886, Loss:  0.293
Epoch  29 Batch  925/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.234
Epoch  29 Batch  926/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.886, Loss:  0.246
Epoch  29 Batch  927/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.890, Loss:  0.240
Epoch  29 Batch  928/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.242
Epoch  29 Batch  929/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.236
Epoch  29 Batch  930/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.225
Epoch  29 Batch  931/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.246
Epoch  29 Batch  932/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.212
Epoch  29 Batch  933/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.263
Epoch  29 Batch  934/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.898, Loss:  0.244
Epoch  29 Batch  935/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.256
Epoch  29 Batch  936/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.244
Epoch  29 Batch  937/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.261
Epoch  29 Batch  938/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.885, Loss:  0.264
Epoch  29 Batch  939/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.887, Loss:  0.262
Epoch  29 Batch  940/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.238
Epoch  29 Batch  941/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.213
Epoch  29 Batch  942/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.256
Epoch  29 Batch  943/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.241
Epoch  29 Batch  944/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.885, Loss:  0.218
Epoch  29 Batch  945/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.231
Epoch  29 Batch  946/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.228
Epoch  29 Batch  947/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.887, Loss:  0.268
Epoch  29 Batch  948/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.254
Epoch  29 Batch  949/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.208
Epoch  29 Batch  950/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.231
Epoch  29 Batch  951/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.890, Loss:  0.258
Epoch  29 Batch  952/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.222
Epoch  29 Batch  953/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.890, Loss:  0.231
Epoch  29 Batch  954/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.255
Epoch  29 Batch  955/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.252
Epoch  29 Batch  956/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.250
Epoch  29 Batch  957/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.895, Loss:  0.236
Epoch  29 Batch  958/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.250
Epoch  29 Batch  959/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.235
Epoch  29 Batch  960/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.227
Epoch  29 Batch  961/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.896, Loss:  0.279
Epoch  29 Batch  962/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.892, Loss:  0.243
Epoch  29 Batch  963/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.274
Epoch  29 Batch  964/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.218
Epoch  29 Batch  965/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.253
Epoch  29 Batch  966/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.208
Epoch  29 Batch  967/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.238
Epoch  29 Batch  968/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.892, Loss:  0.279
Epoch  29 Batch  969/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.268
Epoch  29 Batch  970/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.880, Loss:  0.262
Epoch  29 Batch  971/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.880, Loss:  0.231
Epoch  29 Batch  972/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.236
Epoch  29 Batch  973/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.878, Loss:  0.220
Epoch  29 Batch  974/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.885, Loss:  0.229
Epoch  29 Batch  975/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.235
Epoch  29 Batch  976/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.226
Epoch  29 Batch  977/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.224
Epoch  29 Batch  978/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.264
Epoch  29 Batch  979/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.880, Loss:  0.237
Epoch  29 Batch  980/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.888, Loss:  0.247
Epoch  29 Batch  981/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.892, Loss:  0.249
Epoch  29 Batch  982/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.887, Loss:  0.238
Epoch  29 Batch  983/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.887, Loss:  0.226
Epoch  29 Batch  984/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.880, Loss:  0.261
Epoch  29 Batch  985/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.880, Loss:  0.218
Epoch  29 Batch  986/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.880, Loss:  0.250
Epoch  29 Batch  987/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.876, Loss:  0.238
Epoch  29 Batch  988/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.876, Loss:  0.250
Epoch  29 Batch  989/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.876, Loss:  0.249
Epoch  29 Batch  990/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.880, Loss:  0.241
Epoch  29 Batch  991/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.247
Epoch  29 Batch  992/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.884, Loss:  0.248
Epoch  29 Batch  993/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.210
Epoch  29 Batch  994/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.887, Loss:  0.228
Epoch  29 Batch  995/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.238
Epoch  29 Batch  996/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.884, Loss:  0.220
Epoch  29 Batch  997/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.260
Epoch  29 Batch  998/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.215
Epoch  29 Batch  999/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.243
Epoch  29 Batch 1000/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.229
Epoch  29 Batch 1001/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.887, Loss:  0.223
Epoch  29 Batch 1002/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.215
Epoch  29 Batch 1003/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.232
Epoch  29 Batch 1004/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.246
Epoch  29 Batch 1005/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.887, Loss:  0.244
Epoch  29 Batch 1006/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.221
Epoch  29 Batch 1007/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.214
Epoch  29 Batch 1008/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.883, Loss:  0.269
Epoch  29 Batch 1009/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.883, Loss:  0.232
Epoch  29 Batch 1010/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.889, Loss:  0.225
Epoch  29 Batch 1011/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.888, Loss:  0.257
Epoch  29 Batch 1012/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.226
Epoch  29 Batch 1013/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.223
Epoch  29 Batch 1014/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.882, Loss:  0.242
Epoch  29 Batch 1015/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.885, Loss:  0.281
Epoch  29 Batch 1016/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.886, Loss:  0.255
Epoch  29 Batch 1017/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.883, Loss:  0.231
Epoch  29 Batch 1018/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.883, Loss:  0.232
Epoch  29 Batch 1019/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.883, Loss:  0.258
Epoch  29 Batch 1020/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.883, Loss:  0.234
Epoch  29 Batch 1021/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.883, Loss:  0.235
Epoch  29 Batch 1022/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.222
Epoch  29 Batch 1023/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.884, Loss:  0.209
Epoch  29 Batch 1024/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.884, Loss:  0.260
Epoch  29 Batch 1025/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.884, Loss:  0.239
Epoch  29 Batch 1026/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.885, Loss:  0.230
Epoch  29 Batch 1027/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.885, Loss:  0.255
Epoch  29 Batch 1028/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.895, Loss:  0.244
Epoch  29 Batch 1029/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.895, Loss:  0.238
Epoch  29 Batch 1030/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.250
Epoch  29 Batch 1031/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.274
Epoch  29 Batch 1032/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.876, Loss:  0.265
Epoch  29 Batch 1033/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.875, Loss:  0.237
Epoch  29 Batch 1034/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.232
Epoch  29 Batch 1035/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.870, Loss:  0.210
Epoch  29 Batch 1036/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.863, Loss:  0.257
Epoch  29 Batch 1037/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.869, Loss:  0.249
Epoch  29 Batch 1038/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.869, Loss:  0.252
Epoch  29 Batch 1039/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.865, Loss:  0.236
Epoch  29 Batch 1040/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.865, Loss:  0.256
Epoch  29 Batch 1041/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.865, Loss:  0.254
Epoch  29 Batch 1042/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.870, Loss:  0.244
Epoch  29 Batch 1043/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.866, Loss:  0.255
Epoch  29 Batch 1044/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.878, Loss:  0.245
Epoch  29 Batch 1045/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.239
Epoch  29 Batch 1046/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.884, Loss:  0.207
Epoch  29 Batch 1047/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.880, Loss:  0.225
Epoch  29 Batch 1048/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.239
Epoch  29 Batch 1049/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.884, Loss:  0.251
Epoch  29 Batch 1050/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.245
Epoch  29 Batch 1051/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.879, Loss:  0.241
Epoch  29 Batch 1052/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.228
Epoch  29 Batch 1053/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.887, Loss:  0.247
Epoch  29 Batch 1054/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.224
Epoch  29 Batch 1055/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.239
Epoch  29 Batch 1056/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.235
Epoch  29 Batch 1057/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.877, Loss:  0.279
Epoch  29 Batch 1058/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.877, Loss:  0.287
Epoch  29 Batch 1059/1077 - Train Accuracy:  0.844, Validation Accuracy:  0.882, Loss:  0.261
Epoch  29 Batch 1060/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.881, Loss:  0.220
Epoch  29 Batch 1061/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.877, Loss:  0.273
Epoch  29 Batch 1062/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.881, Loss:  0.249
Epoch  29 Batch 1063/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.881, Loss:  0.252
Epoch  29 Batch 1064/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.878, Loss:  0.251
Epoch  29 Batch 1065/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.879, Loss:  0.231
Epoch  29 Batch 1066/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.877, Loss:  0.223
Epoch  29 Batch 1067/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.882, Loss:  0.260
Epoch  29 Batch 1068/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.880, Loss:  0.221
Epoch  29 Batch 1069/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.881, Loss:  0.211
Epoch  29 Batch 1070/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.881, Loss:  0.224
Epoch  29 Batch 1071/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.229
Epoch  29 Batch 1072/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.881, Loss:  0.237
Epoch  29 Batch 1073/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.879, Loss:  0.259
Epoch  29 Batch 1074/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.875, Loss:  0.251
Epoch  29 Batch 1075/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.882, Loss:  0.275
Epoch  30 Batch    0/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.213
Epoch  30 Batch    1/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.222
Epoch  30 Batch    2/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.884, Loss:  0.250
Epoch  30 Batch    3/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.230
Epoch  30 Batch    4/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.884, Loss:  0.253
Epoch  30 Batch    5/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.274
Epoch  30 Batch    6/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.245
Epoch  30 Batch    7/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.218
Epoch  30 Batch    8/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.227
Epoch  30 Batch    9/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.245
Epoch  30 Batch   10/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.243
Epoch  30 Batch   11/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.253
Epoch  30 Batch   12/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.877, Loss:  0.248
Epoch  30 Batch   13/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.881, Loss:  0.270
Epoch  30 Batch   14/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.876, Loss:  0.204
Epoch  30 Batch   15/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.877, Loss:  0.217
Epoch  30 Batch   16/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.878, Loss:  0.243
Epoch  30 Batch   17/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.227
Epoch  30 Batch   18/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.885, Loss:  0.240
Epoch  30 Batch   19/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.883, Loss:  0.240
Epoch  30 Batch   20/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.219
Epoch  30 Batch   21/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.264
Epoch  30 Batch   22/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.236
Epoch  30 Batch   23/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.871, Loss:  0.237
Epoch  30 Batch   24/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.869, Loss:  0.235
Epoch  30 Batch   25/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.869, Loss:  0.229
Epoch  30 Batch   26/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.869, Loss:  0.260
Epoch  30 Batch   27/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.874, Loss:  0.235
Epoch  30 Batch   28/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.865, Loss:  0.229
Epoch  30 Batch   29/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.865, Loss:  0.227
Epoch  30 Batch   30/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.865, Loss:  0.237
Epoch  30 Batch   31/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.870, Loss:  0.239
Epoch  30 Batch   32/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.870, Loss:  0.224
Epoch  30 Batch   33/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.870, Loss:  0.215
Epoch  30 Batch   34/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.872, Loss:  0.257
Epoch  30 Batch   35/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.876, Loss:  0.242
Epoch  30 Batch   36/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.231
Epoch  30 Batch   37/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.888, Loss:  0.239
Epoch  30 Batch   38/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.884, Loss:  0.268
Epoch  30 Batch   39/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.286
Epoch  30 Batch   40/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.249
Epoch  30 Batch   41/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.886, Loss:  0.238
Epoch  30 Batch   42/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.879, Loss:  0.246
Epoch  30 Batch   43/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.877, Loss:  0.218
Epoch  30 Batch   44/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.877, Loss:  0.230
Epoch  30 Batch   45/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.879, Loss:  0.264
Epoch  30 Batch   46/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.879, Loss:  0.260
Epoch  30 Batch   47/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.879, Loss:  0.255
Epoch  30 Batch   48/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.883, Loss:  0.286
Epoch  30 Batch   49/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.249
Epoch  30 Batch   50/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.250
Epoch  30 Batch   51/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.236
Epoch  30 Batch   52/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.876, Loss:  0.232
Epoch  30 Batch   53/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.874, Loss:  0.246
Epoch  30 Batch   54/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.273
Epoch  30 Batch   55/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.879, Loss:  0.209
Epoch  30 Batch   56/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.879, Loss:  0.215
Epoch  30 Batch   57/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.219
Epoch  30 Batch   58/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.873, Loss:  0.221
Epoch  30 Batch   59/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.872, Loss:  0.242
Epoch  30 Batch   60/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.872, Loss:  0.224
Epoch  30 Batch   61/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.872, Loss:  0.249
Epoch  30 Batch   62/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.871, Loss:  0.243
Epoch  30 Batch   63/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.867, Loss:  0.208
Epoch  30 Batch   64/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.867, Loss:  0.233
Epoch  30 Batch   65/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.867, Loss:  0.246
Epoch  30 Batch   66/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.867, Loss:  0.209
Epoch  30 Batch   67/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.868, Loss:  0.240
Epoch  30 Batch   68/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.869, Loss:  0.254
Epoch  30 Batch   69/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.868, Loss:  0.254
Epoch  30 Batch   70/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.869, Loss:  0.244
Epoch  30 Batch   71/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.868, Loss:  0.232
Epoch  30 Batch   72/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.874, Loss:  0.236
Epoch  30 Batch   73/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.879, Loss:  0.234
Epoch  30 Batch   74/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.880, Loss:  0.211
Epoch  30 Batch   75/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.879, Loss:  0.274
Epoch  30 Batch   76/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.198
Epoch  30 Batch   77/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.891, Loss:  0.244
Epoch  30 Batch   78/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.887, Loss:  0.260
Epoch  30 Batch   79/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.238
Epoch  30 Batch   80/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.244
Epoch  30 Batch   81/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.226
Epoch  30 Batch   82/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.891, Loss:  0.206
Epoch  30 Batch   83/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.243
Epoch  30 Batch   84/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.237
Epoch  30 Batch   85/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.213
Epoch  30 Batch   86/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.225
Epoch  30 Batch   87/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.276
Epoch  30 Batch   88/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.900, Loss:  0.269
Epoch  30 Batch   89/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.242
Epoch  30 Batch   90/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.256
Epoch  30 Batch   91/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.220
Epoch  30 Batch   92/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.254
Epoch  30 Batch   93/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.240
Epoch  30 Batch   94/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.220
Epoch  30 Batch   95/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.260
Epoch  30 Batch   96/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.236
Epoch  30 Batch   97/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.258
Epoch  30 Batch   98/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.895, Loss:  0.242
Epoch  30 Batch   99/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.250
Epoch  30 Batch  100/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.892, Loss:  0.219
Epoch  30 Batch  101/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.888, Loss:  0.254
Epoch  30 Batch  102/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.231
Epoch  30 Batch  103/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.897, Loss:  0.278
Epoch  30 Batch  104/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.244
Epoch  30 Batch  105/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.255
Epoch  30 Batch  106/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.288
Epoch  30 Batch  107/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.894, Loss:  0.238
Epoch  30 Batch  108/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.230
Epoch  30 Batch  109/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.891, Loss:  0.232
Epoch  30 Batch  110/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.219
Epoch  30 Batch  111/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.229
Epoch  30 Batch  112/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.897, Loss:  0.218
Epoch  30 Batch  113/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.897, Loss:  0.255
Epoch  30 Batch  114/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.216
Epoch  30 Batch  115/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.264
Epoch  30 Batch  116/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.895, Loss:  0.262
Epoch  30 Batch  117/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.892, Loss:  0.255
Epoch  30 Batch  118/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.892, Loss:  0.257
Epoch  30 Batch  119/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.239
Epoch  30 Batch  120/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.264
Epoch  30 Batch  121/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.889, Loss:  0.259
Epoch  30 Batch  122/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.894, Loss:  0.233
Epoch  30 Batch  123/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.219
Epoch  30 Batch  124/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.265
Epoch  30 Batch  125/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.898, Loss:  0.251
Epoch  30 Batch  126/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.200
Epoch  30 Batch  127/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.230
Epoch  30 Batch  128/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.894, Loss:  0.235
Epoch  30 Batch  129/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.240
Epoch  30 Batch  130/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.209
Epoch  30 Batch  131/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.225
Epoch  30 Batch  132/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.248
Epoch  30 Batch  133/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.216
Epoch  30 Batch  134/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.891, Loss:  0.214
Epoch  30 Batch  135/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.890, Loss:  0.246
Epoch  30 Batch  136/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.241
Epoch  30 Batch  137/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.214
Epoch  30 Batch  138/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.233
Epoch  30 Batch  139/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.248
Epoch  30 Batch  140/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.249
Epoch  30 Batch  141/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.229
Epoch  30 Batch  142/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.887, Loss:  0.233
Epoch  30 Batch  143/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.885, Loss:  0.233
Epoch  30 Batch  144/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.262
Epoch  30 Batch  145/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.250
Epoch  30 Batch  146/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.284
Epoch  30 Batch  147/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.890, Loss:  0.264
Epoch  30 Batch  148/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.228
Epoch  30 Batch  149/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.243
Epoch  30 Batch  150/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.887, Loss:  0.224
Epoch  30 Batch  151/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.200
Epoch  30 Batch  152/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.882, Loss:  0.271
Epoch  30 Batch  153/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.259
Epoch  30 Batch  154/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.890, Loss:  0.256
Epoch  30 Batch  155/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.242
Epoch  30 Batch  156/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.233
Epoch  30 Batch  157/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.240
Epoch  30 Batch  158/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.901, Loss:  0.262
Epoch  30 Batch  159/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.205
Epoch  30 Batch  160/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.219
Epoch  30 Batch  161/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.894, Loss:  0.221
Epoch  30 Batch  162/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.271
Epoch  30 Batch  163/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.262
Epoch  30 Batch  164/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.895, Loss:  0.256
Epoch  30 Batch  165/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.888, Loss:  0.222
Epoch  30 Batch  166/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.888, Loss:  0.242
Epoch  30 Batch  167/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.887, Loss:  0.226
Epoch  30 Batch  168/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.887, Loss:  0.262
Epoch  30 Batch  169/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.259
Epoch  30 Batch  170/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.891, Loss:  0.245
Epoch  30 Batch  171/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.884, Loss:  0.218
Epoch  30 Batch  172/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.875, Loss:  0.224
Epoch  30 Batch  173/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.263
Epoch  30 Batch  174/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.880, Loss:  0.225
Epoch  30 Batch  175/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.211
Epoch  30 Batch  176/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.874, Loss:  0.242
Epoch  30 Batch  177/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.874, Loss:  0.251
Epoch  30 Batch  178/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.875, Loss:  0.234
Epoch  30 Batch  179/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.875, Loss:  0.236
Epoch  30 Batch  180/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.875, Loss:  0.217
Epoch  30 Batch  181/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.874, Loss:  0.255
Epoch  30 Batch  182/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.242
Epoch  30 Batch  183/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.877, Loss:  0.256
Epoch  30 Batch  184/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.878, Loss:  0.241
Epoch  30 Batch  185/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.878, Loss:  0.259
Epoch  30 Batch  186/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.880, Loss:  0.231
Epoch  30 Batch  187/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.220
Epoch  30 Batch  188/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.880, Loss:  0.233
Epoch  30 Batch  189/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.242
Epoch  30 Batch  190/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.214
Epoch  30 Batch  191/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.210
Epoch  30 Batch  192/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.245
Epoch  30 Batch  193/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.239
Epoch  30 Batch  194/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.213
Epoch  30 Batch  195/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.226
Epoch  30 Batch  196/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.883, Loss:  0.237
Epoch  30 Batch  197/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.888, Loss:  0.231
Epoch  30 Batch  198/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.234
Epoch  30 Batch  199/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.214
Epoch  30 Batch  200/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.887, Loss:  0.242
Epoch  30 Batch  201/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.210
Epoch  30 Batch  202/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.244
Epoch  30 Batch  203/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.890, Loss:  0.241
Epoch  30 Batch  204/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.890, Loss:  0.259
Epoch  30 Batch  205/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.257
Epoch  30 Batch  206/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.224
Epoch  30 Batch  207/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.254
Epoch  30 Batch  208/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.275
Epoch  30 Batch  209/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.890, Loss:  0.204
Epoch  30 Batch  210/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.229
Epoch  30 Batch  211/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.233
Epoch  30 Batch  212/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.208
Epoch  30 Batch  213/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.205
Epoch  30 Batch  214/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.227
Epoch  30 Batch  215/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.898, Loss:  0.250
Epoch  30 Batch  216/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.899, Loss:  0.224
Epoch  30 Batch  217/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.218
Epoch  30 Batch  218/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.271
Epoch  30 Batch  219/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.235
Epoch  30 Batch  220/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.222
Epoch  30 Batch  221/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.241
Epoch  30 Batch  222/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.248
Epoch  30 Batch  223/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.188
Epoch  30 Batch  224/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.232
Epoch  30 Batch  225/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.245
Epoch  30 Batch  226/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.894, Loss:  0.219
Epoch  30 Batch  227/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.888, Loss:  0.267
Epoch  30 Batch  228/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.224
Epoch  30 Batch  229/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.890, Loss:  0.241
Epoch  30 Batch  230/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.220
Epoch  30 Batch  231/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.901, Loss:  0.248
Epoch  30 Batch  232/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.238
Epoch  30 Batch  233/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.278
Epoch  30 Batch  234/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.906, Loss:  0.255
Epoch  30 Batch  235/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.907, Loss:  0.226
Epoch  30 Batch  236/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.907, Loss:  0.246
Epoch  30 Batch  237/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.225
Epoch  30 Batch  238/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.211
Epoch  30 Batch  239/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.215
Epoch  30 Batch  240/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.895, Loss:  0.225
Epoch  30 Batch  241/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.895, Loss:  0.214
Epoch  30 Batch  242/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.223
Epoch  30 Batch  243/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.251
Epoch  30 Batch  244/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.231
Epoch  30 Batch  245/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.222
Epoch  30 Batch  246/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.899, Loss:  0.243
Epoch  30 Batch  247/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.899, Loss:  0.224
Epoch  30 Batch  248/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.225
Epoch  30 Batch  249/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.248
Epoch  30 Batch  250/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.227
Epoch  30 Batch  251/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.235
Epoch  30 Batch  252/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.240
Epoch  30 Batch  253/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.896, Loss:  0.231
Epoch  30 Batch  254/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.230
Epoch  30 Batch  255/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.895, Loss:  0.231
Epoch  30 Batch  256/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.895, Loss:  0.272
Epoch  30 Batch  257/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.223
Epoch  30 Batch  258/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.222
Epoch  30 Batch  259/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.237
Epoch  30 Batch  260/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.217
Epoch  30 Batch  261/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.223
Epoch  30 Batch  262/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.234
Epoch  30 Batch  263/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.226
Epoch  30 Batch  264/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.253
Epoch  30 Batch  265/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.901, Loss:  0.226
Epoch  30 Batch  266/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.896, Loss:  0.225
Epoch  30 Batch  267/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.220
Epoch  30 Batch  268/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.897, Loss:  0.241
Epoch  30 Batch  269/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.271
Epoch  30 Batch  270/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.897, Loss:  0.261
Epoch  30 Batch  271/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.222
Epoch  30 Batch  272/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.899, Loss:  0.294
Epoch  30 Batch  273/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.214
Epoch  30 Batch  274/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.242
Epoch  30 Batch  275/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.250
Epoch  30 Batch  276/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.902, Loss:  0.270
Epoch  30 Batch  277/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.197
Epoch  30 Batch  278/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.891, Loss:  0.259
Epoch  30 Batch  279/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.895, Loss:  0.280
Epoch  30 Batch  280/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.891, Loss:  0.246
Epoch  30 Batch  281/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.249
Epoch  30 Batch  282/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.888, Loss:  0.277
Epoch  30 Batch  283/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.249
Epoch  30 Batch  284/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.891, Loss:  0.248
Epoch  30 Batch  285/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.241
Epoch  30 Batch  286/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.225
Epoch  30 Batch  287/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.241
Epoch  30 Batch  288/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.883, Loss:  0.251
Epoch  30 Batch  289/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.240
Epoch  30 Batch  290/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.890, Loss:  0.264
Epoch  30 Batch  291/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.260
Epoch  30 Batch  292/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.235
Epoch  30 Batch  293/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.897, Loss:  0.264
Epoch  30 Batch  294/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.220
Epoch  30 Batch  295/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.243
Epoch  30 Batch  296/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.232
Epoch  30 Batch  297/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.896, Loss:  0.272
Epoch  30 Batch  298/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.893, Loss:  0.242
Epoch  30 Batch  299/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.234
Epoch  30 Batch  300/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.900, Loss:  0.246
Epoch  30 Batch  301/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.900, Loss:  0.214
Epoch  30 Batch  302/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.230
Epoch  30 Batch  303/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.260
Epoch  30 Batch  304/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.210
Epoch  30 Batch  305/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.229
Epoch  30 Batch  306/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.229
Epoch  30 Batch  307/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.235
Epoch  30 Batch  308/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.252
Epoch  30 Batch  309/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.224
Epoch  30 Batch  310/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.251
Epoch  30 Batch  311/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.226
Epoch  30 Batch  312/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.895, Loss:  0.267
Epoch  30 Batch  313/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.224
Epoch  30 Batch  314/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.230
Epoch  30 Batch  315/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.895, Loss:  0.230
Epoch  30 Batch  316/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.209
Epoch  30 Batch  317/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.268
Epoch  30 Batch  318/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.233
Epoch  30 Batch  319/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.896, Loss:  0.244
Epoch  30 Batch  320/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.244
Epoch  30 Batch  321/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.887, Loss:  0.234
Epoch  30 Batch  322/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.891, Loss:  0.223
Epoch  30 Batch  323/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.228
Epoch  30 Batch  324/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.212
Epoch  30 Batch  325/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.237
Epoch  30 Batch  326/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.886, Loss:  0.232
Epoch  30 Batch  327/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.882, Loss:  0.271
Epoch  30 Batch  328/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.881, Loss:  0.253
Epoch  30 Batch  329/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.254
Epoch  30 Batch  330/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.225
Epoch  30 Batch  331/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.252
Epoch  30 Batch  332/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.882, Loss:  0.198
Epoch  30 Batch  333/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.232
Epoch  30 Batch  334/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.876, Loss:  0.221
Epoch  30 Batch  335/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.875, Loss:  0.241
Epoch  30 Batch  336/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.877, Loss:  0.272
Epoch  30 Batch  337/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.875, Loss:  0.269
Epoch  30 Batch  338/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.876, Loss:  0.281
Epoch  30 Batch  339/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.875, Loss:  0.235
Epoch  30 Batch  340/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.876, Loss:  0.236
Epoch  30 Batch  341/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.876, Loss:  0.289
Epoch  30 Batch  342/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.221
Epoch  30 Batch  343/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.871, Loss:  0.225
Epoch  30 Batch  344/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.881, Loss:  0.234
Epoch  30 Batch  345/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.236
Epoch  30 Batch  346/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.235
Epoch  30 Batch  347/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.879, Loss:  0.209
Epoch  30 Batch  348/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.880, Loss:  0.227
Epoch  30 Batch  349/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.880, Loss:  0.225
Epoch  30 Batch  350/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.247
Epoch  30 Batch  351/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.249
Epoch  30 Batch  352/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.877, Loss:  0.258
Epoch  30 Batch  353/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.872, Loss:  0.267
Epoch  30 Batch  354/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.872, Loss:  0.262
Epoch  30 Batch  355/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.872, Loss:  0.244
Epoch  30 Batch  356/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.258
Epoch  30 Batch  357/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.236
Epoch  30 Batch  358/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.886, Loss:  0.263
Epoch  30 Batch  359/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.237
Epoch  30 Batch  360/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.245
Epoch  30 Batch  361/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.236
Epoch  30 Batch  362/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.245
Epoch  30 Batch  363/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.875, Loss:  0.257
Epoch  30 Batch  364/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.880, Loss:  0.262
Epoch  30 Batch  365/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.879, Loss:  0.213
Epoch  30 Batch  366/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.884, Loss:  0.238
Epoch  30 Batch  367/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.200
Epoch  30 Batch  368/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.227
Epoch  30 Batch  369/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.218
Epoch  30 Batch  370/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.880, Loss:  0.251
Epoch  30 Batch  371/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.241
Epoch  30 Batch  372/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.881, Loss:  0.215
Epoch  30 Batch  373/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.880, Loss:  0.204
Epoch  30 Batch  374/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.880, Loss:  0.252
Epoch  30 Batch  375/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.225
Epoch  30 Batch  376/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.877, Loss:  0.237
Epoch  30 Batch  377/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.876, Loss:  0.240
Epoch  30 Batch  378/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.206
Epoch  30 Batch  379/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.885, Loss:  0.257
Epoch  30 Batch  380/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.217
Epoch  30 Batch  381/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.885, Loss:  0.247
Epoch  30 Batch  382/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.886, Loss:  0.285
Epoch  30 Batch  383/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.235
Epoch  30 Batch  384/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.235
Epoch  30 Batch  385/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.239
Epoch  30 Batch  386/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.899, Loss:  0.215
Epoch  30 Batch  387/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.232
Epoch  30 Batch  388/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.899, Loss:  0.254
Epoch  30 Batch  389/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.237
Epoch  30 Batch  390/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.257
Epoch  30 Batch  391/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.237
Epoch  30 Batch  392/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.248
Epoch  30 Batch  393/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.894, Loss:  0.227
Epoch  30 Batch  394/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.234
Epoch  30 Batch  395/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.892, Loss:  0.224
Epoch  30 Batch  396/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.263
Epoch  30 Batch  397/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.232
Epoch  30 Batch  398/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.261
Epoch  30 Batch  399/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.898, Loss:  0.244
Epoch  30 Batch  400/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.269
Epoch  30 Batch  401/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.235
Epoch  30 Batch  402/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.211
Epoch  30 Batch  403/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.894, Loss:  0.247
Epoch  30 Batch  404/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.217
Epoch  30 Batch  405/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.259
Epoch  30 Batch  406/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.891, Loss:  0.237
Epoch  30 Batch  407/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.264
Epoch  30 Batch  408/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.245
Epoch  30 Batch  409/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.276
Epoch  30 Batch  410/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.282
Epoch  30 Batch  411/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.233
Epoch  30 Batch  412/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.219
Epoch  30 Batch  413/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.237
Epoch  30 Batch  414/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.894, Loss:  0.233
Epoch  30 Batch  415/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.244
Epoch  30 Batch  416/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.226
Epoch  30 Batch  417/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.894, Loss:  0.283
Epoch  30 Batch  418/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.892, Loss:  0.235
Epoch  30 Batch  419/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.228
Epoch  30 Batch  420/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.229
Epoch  30 Batch  421/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.885, Loss:  0.262
Epoch  30 Batch  422/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.228
Epoch  30 Batch  423/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.258
Epoch  30 Batch  424/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.882, Loss:  0.244
Epoch  30 Batch  425/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.882, Loss:  0.216
Epoch  30 Batch  426/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.257
Epoch  30 Batch  427/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.246
Epoch  30 Batch  428/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.877, Loss:  0.227
Epoch  30 Batch  429/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.876, Loss:  0.229
Epoch  30 Batch  430/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.232
Epoch  30 Batch  431/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.211
Epoch  30 Batch  432/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.876, Loss:  0.241
Epoch  30 Batch  433/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.877, Loss:  0.232
Epoch  30 Batch  434/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.879, Loss:  0.234
Epoch  30 Batch  435/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.876, Loss:  0.264
Epoch  30 Batch  436/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.879, Loss:  0.224
Epoch  30 Batch  437/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.225
Epoch  30 Batch  438/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.884, Loss:  0.234
Epoch  30 Batch  439/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.271
Epoch  30 Batch  440/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.252
Epoch  30 Batch  441/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.896, Loss:  0.249
Epoch  30 Batch  442/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.233
Epoch  30 Batch  443/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.897, Loss:  0.241
Epoch  30 Batch  444/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.257
Epoch  30 Batch  445/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.242
Epoch  30 Batch  446/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.888, Loss:  0.213
Epoch  30 Batch  447/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.893, Loss:  0.241
Epoch  30 Batch  448/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.262
Epoch  30 Batch  449/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.257
Epoch  30 Batch  450/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.249
Epoch  30 Batch  451/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.221
Epoch  30 Batch  452/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.248
Epoch  30 Batch  453/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.224
Epoch  30 Batch  454/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.895, Loss:  0.256
Epoch  30 Batch  455/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.899, Loss:  0.231
Epoch  30 Batch  456/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.235
Epoch  30 Batch  457/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.214
Epoch  30 Batch  458/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.900, Loss:  0.251
Epoch  30 Batch  459/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.900, Loss:  0.224
Epoch  30 Batch  460/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.233
Epoch  30 Batch  461/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.217
Epoch  30 Batch  462/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.248
Epoch  30 Batch  463/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.903, Loss:  0.227
Epoch  30 Batch  464/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.254
Epoch  30 Batch  465/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.252
Epoch  30 Batch  466/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.221
Epoch  30 Batch  467/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.250
Epoch  30 Batch  468/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.246
Epoch  30 Batch  469/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.232
Epoch  30 Batch  470/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.247
Epoch  30 Batch  471/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.893, Loss:  0.227
Epoch  30 Batch  472/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.215
Epoch  30 Batch  473/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.884, Loss:  0.272
Epoch  30 Batch  474/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.885, Loss:  0.236
Epoch  30 Batch  475/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.222
Epoch  30 Batch  476/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.234
Epoch  30 Batch  477/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.227
Epoch  30 Batch  478/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.248
Epoch  30 Batch  479/1077 - Train Accuracy:  0.847, Validation Accuracy:  0.900, Loss:  0.264
Epoch  30 Batch  480/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.236
Epoch  30 Batch  481/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.237
Epoch  30 Batch  482/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.259
Epoch  30 Batch  483/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.906, Loss:  0.259
Epoch  30 Batch  484/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.238
Epoch  30 Batch  485/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.226
Epoch  30 Batch  486/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.214
Epoch  30 Batch  487/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.249
Epoch  30 Batch  488/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.233
Epoch  30 Batch  489/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.224
Epoch  30 Batch  490/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.244
Epoch  30 Batch  491/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.259
Epoch  30 Batch  492/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.276
Epoch  30 Batch  493/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.223
Epoch  30 Batch  494/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.229
Epoch  30 Batch  495/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.236
Epoch  30 Batch  496/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.247
Epoch  30 Batch  497/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.897, Loss:  0.249
Epoch  30 Batch  498/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.234
Epoch  30 Batch  499/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.893, Loss:  0.219
Epoch  30 Batch  500/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.891, Loss:  0.227
Epoch  30 Batch  501/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.237
Epoch  30 Batch  502/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.886, Loss:  0.216
Epoch  30 Batch  503/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.885, Loss:  0.255
Epoch  30 Batch  504/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.886, Loss:  0.247
Epoch  30 Batch  505/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.205
Epoch  30 Batch  506/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.225
Epoch  30 Batch  507/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.893, Loss:  0.258
Epoch  30 Batch  508/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.222
Epoch  30 Batch  509/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.242
Epoch  30 Batch  510/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.883, Loss:  0.234
Epoch  30 Batch  511/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.255
Epoch  30 Batch  512/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.880, Loss:  0.230
Epoch  30 Batch  513/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.238
Epoch  30 Batch  514/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.884, Loss:  0.244
Epoch  30 Batch  515/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.246
Epoch  30 Batch  516/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.883, Loss:  0.219
Epoch  30 Batch  517/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.879, Loss:  0.238
Epoch  30 Batch  518/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.878, Loss:  0.226
Epoch  30 Batch  519/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.872, Loss:  0.248
Epoch  30 Batch  520/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.871, Loss:  0.209
Epoch  30 Batch  521/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.871, Loss:  0.225
Epoch  30 Batch  522/1077 - Train Accuracy:  0.830, Validation Accuracy:  0.873, Loss:  0.258
Epoch  30 Batch  523/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.237
Epoch  30 Batch  524/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.875, Loss:  0.224
Epoch  30 Batch  525/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.875, Loss:  0.248
Epoch  30 Batch  526/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.874, Loss:  0.230
Epoch  30 Batch  527/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.870, Loss:  0.232
Epoch  30 Batch  528/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.874, Loss:  0.220
Epoch  30 Batch  529/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.880, Loss:  0.220
Epoch  30 Batch  530/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.879, Loss:  0.259
Epoch  30 Batch  531/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.874, Loss:  0.222
Epoch  30 Batch  532/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.869, Loss:  0.264
Epoch  30 Batch  533/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.869, Loss:  0.262
Epoch  30 Batch  534/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.870, Loss:  0.244
Epoch  30 Batch  535/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.870, Loss:  0.224
Epoch  30 Batch  536/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.869, Loss:  0.209
Epoch  30 Batch  537/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.873, Loss:  0.234
Epoch  30 Batch  538/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.872, Loss:  0.205
Epoch  30 Batch  539/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.873, Loss:  0.261
Epoch  30 Batch  540/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.874, Loss:  0.199
Epoch  30 Batch  541/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.875, Loss:  0.228
Epoch  30 Batch  542/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.251
Epoch  30 Batch  543/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.875, Loss:  0.238
Epoch  30 Batch  544/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.875, Loss:  0.215
Epoch  30 Batch  545/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.875, Loss:  0.259
Epoch  30 Batch  546/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.875, Loss:  0.243
Epoch  30 Batch  547/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.875, Loss:  0.245
Epoch  30 Batch  548/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.246
Epoch  30 Batch  549/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.881, Loss:  0.263
Epoch  30 Batch  550/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.879, Loss:  0.255
Epoch  30 Batch  551/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.248
Epoch  30 Batch  552/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.246
Epoch  30 Batch  553/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.871, Loss:  0.268
Epoch  30 Batch  554/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.882, Loss:  0.229
Epoch  30 Batch  555/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.243
Epoch  30 Batch  556/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.879, Loss:  0.239
Epoch  30 Batch  557/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.879, Loss:  0.231
Epoch  30 Batch  558/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.879, Loss:  0.222
Epoch  30 Batch  559/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.234
Epoch  30 Batch  560/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.894, Loss:  0.240
Epoch  30 Batch  561/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.226
Epoch  30 Batch  562/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.222
Epoch  30 Batch  563/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.890, Loss:  0.259
Epoch  30 Batch  564/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.258
Epoch  30 Batch  565/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.880, Loss:  0.257
Epoch  30 Batch  566/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.885, Loss:  0.263
Epoch  30 Batch  567/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.266
Epoch  30 Batch  568/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.885, Loss:  0.238
Epoch  30 Batch  569/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.241
Epoch  30 Batch  570/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.885, Loss:  0.270
Epoch  30 Batch  571/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.889, Loss:  0.210
Epoch  30 Batch  572/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.210
Epoch  30 Batch  573/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.889, Loss:  0.253
Epoch  30 Batch  574/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.258
Epoch  30 Batch  575/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.221
Epoch  30 Batch  576/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.221
Epoch  30 Batch  577/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.254
Epoch  30 Batch  578/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.898, Loss:  0.261
Epoch  30 Batch  579/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.213
Epoch  30 Batch  580/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.899, Loss:  0.220
Epoch  30 Batch  581/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.226
Epoch  30 Batch  582/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.236
Epoch  30 Batch  583/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.249
Epoch  30 Batch  584/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.903, Loss:  0.225
Epoch  30 Batch  585/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.200
Epoch  30 Batch  586/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.251
Epoch  30 Batch  587/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.230
Epoch  30 Batch  588/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.220
Epoch  30 Batch  589/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.239
Epoch  30 Batch  590/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.897, Loss:  0.235
Epoch  30 Batch  591/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.902, Loss:  0.237
Epoch  30 Batch  592/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.253
Epoch  30 Batch  593/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.225
Epoch  30 Batch  594/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.247
Epoch  30 Batch  595/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.237
Epoch  30 Batch  596/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.242
Epoch  30 Batch  597/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.240
Epoch  30 Batch  598/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.227
Epoch  30 Batch  599/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.899, Loss:  0.280
Epoch  30 Batch  600/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.900, Loss:  0.240
Epoch  30 Batch  601/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.894, Loss:  0.265
Epoch  30 Batch  602/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.898, Loss:  0.247
Epoch  30 Batch  603/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.240
Epoch  30 Batch  604/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.880, Loss:  0.246
Epoch  30 Batch  605/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.266
Epoch  30 Batch  606/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.231
Epoch  30 Batch  607/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.881, Loss:  0.229
Epoch  30 Batch  608/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.884, Loss:  0.239
Epoch  30 Batch  609/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.884, Loss:  0.256
Epoch  30 Batch  610/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.262
Epoch  30 Batch  611/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.256
Epoch  30 Batch  612/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.209
Epoch  30 Batch  613/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.242
Epoch  30 Batch  614/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.224
Epoch  30 Batch  615/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.896, Loss:  0.233
Epoch  30 Batch  616/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.232
Epoch  30 Batch  617/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.247
Epoch  30 Batch  618/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.237
Epoch  30 Batch  619/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.237
Epoch  30 Batch  620/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.237
Epoch  30 Batch  621/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.897, Loss:  0.232
Epoch  30 Batch  622/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.250
Epoch  30 Batch  623/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.890, Loss:  0.255
Epoch  30 Batch  624/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.228
Epoch  30 Batch  625/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.240
Epoch  30 Batch  626/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.888, Loss:  0.217
Epoch  30 Batch  627/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.238
Epoch  30 Batch  628/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.251
Epoch  30 Batch  629/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.888, Loss:  0.237
Epoch  30 Batch  630/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.240
Epoch  30 Batch  631/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.240
Epoch  30 Batch  632/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.885, Loss:  0.228
Epoch  30 Batch  633/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.239
Epoch  30 Batch  634/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.208
Epoch  30 Batch  635/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.895, Loss:  0.278
Epoch  30 Batch  636/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.895, Loss:  0.246
Epoch  30 Batch  637/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.894, Loss:  0.242
Epoch  30 Batch  638/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.236
Epoch  30 Batch  639/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.259
Epoch  30 Batch  640/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.225
Epoch  30 Batch  641/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.216
Epoch  30 Batch  642/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.240
Epoch  30 Batch  643/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.882, Loss:  0.205
Epoch  30 Batch  644/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.874, Loss:  0.239
Epoch  30 Batch  645/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.872, Loss:  0.234
Epoch  30 Batch  646/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.873, Loss:  0.225
Epoch  30 Batch  647/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.876, Loss:  0.247
Epoch  30 Batch  648/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.879, Loss:  0.215
Epoch  30 Batch  649/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.878, Loss:  0.249
Epoch  30 Batch  650/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.237
Epoch  30 Batch  651/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.878, Loss:  0.228
Epoch  30 Batch  652/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.878, Loss:  0.268
Epoch  30 Batch  653/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.246
Epoch  30 Batch  654/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.226
Epoch  30 Batch  655/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.885, Loss:  0.254
Epoch  30 Batch  656/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.881, Loss:  0.225
Epoch  30 Batch  657/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.242
Epoch  30 Batch  658/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.889, Loss:  0.228
Epoch  30 Batch  659/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.246
Epoch  30 Batch  660/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.894, Loss:  0.246
Epoch  30 Batch  661/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.891, Loss:  0.220
Epoch  30 Batch  662/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.889, Loss:  0.206
Epoch  30 Batch  663/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.208
Epoch  30 Batch  664/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.240
Epoch  30 Batch  665/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.240
Epoch  30 Batch  666/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.886, Loss:  0.257
Epoch  30 Batch  667/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.264
Epoch  30 Batch  668/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.882, Loss:  0.233
Epoch  30 Batch  669/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.235
Epoch  30 Batch  670/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.224
Epoch  30 Batch  671/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.269
Epoch  30 Batch  672/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.878, Loss:  0.235
Epoch  30 Batch  673/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.878, Loss:  0.222
Epoch  30 Batch  674/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.875, Loss:  0.215
Epoch  30 Batch  675/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.870, Loss:  0.268
Epoch  30 Batch  676/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.875, Loss:  0.227
Epoch  30 Batch  677/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.876, Loss:  0.266
Epoch  30 Batch  678/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.220
Epoch  30 Batch  679/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.233
Epoch  30 Batch  680/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.220
Epoch  30 Batch  681/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.241
Epoch  30 Batch  682/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.241
Epoch  30 Batch  683/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.226
Epoch  30 Batch  684/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.884, Loss:  0.232
Epoch  30 Batch  685/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.253
Epoch  30 Batch  686/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.887, Loss:  0.230
Epoch  30 Batch  687/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.887, Loss:  0.250
Epoch  30 Batch  688/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.213
Epoch  30 Batch  689/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.890, Loss:  0.213
Epoch  30 Batch  690/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.235
Epoch  30 Batch  691/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.885, Loss:  0.249
Epoch  30 Batch  692/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.885, Loss:  0.226
Epoch  30 Batch  693/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.886, Loss:  0.285
Epoch  30 Batch  694/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.882, Loss:  0.219
Epoch  30 Batch  695/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.220
Epoch  30 Batch  696/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.891, Loss:  0.248
Epoch  30 Batch  697/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.219
Epoch  30 Batch  698/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.892, Loss:  0.223
Epoch  30 Batch  699/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.234
Epoch  30 Batch  700/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.238
Epoch  30 Batch  701/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.247
Epoch  30 Batch  702/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.256
Epoch  30 Batch  703/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.247
Epoch  30 Batch  704/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.883, Loss:  0.263
Epoch  30 Batch  705/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.252
Epoch  30 Batch  706/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.261
Epoch  30 Batch  707/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.228
Epoch  30 Batch  708/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.238
Epoch  30 Batch  709/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.897, Loss:  0.256
Epoch  30 Batch  710/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.223
Epoch  30 Batch  711/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.904, Loss:  0.265
Epoch  30 Batch  712/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.903, Loss:  0.243
Epoch  30 Batch  713/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.207
Epoch  30 Batch  714/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.241
Epoch  30 Batch  715/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.895, Loss:  0.275
Epoch  30 Batch  716/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.893, Loss:  0.202
Epoch  30 Batch  717/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.877, Loss:  0.226
Epoch  30 Batch  718/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.877, Loss:  0.236
Epoch  30 Batch  719/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.230
Epoch  30 Batch  720/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.882, Loss:  0.257
Epoch  30 Batch  721/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.882, Loss:  0.250
Epoch  30 Batch  722/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.883, Loss:  0.218
Epoch  30 Batch  723/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.883, Loss:  0.239
Epoch  30 Batch  724/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.883, Loss:  0.270
Epoch  30 Batch  725/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.878, Loss:  0.216
Epoch  30 Batch  726/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.874, Loss:  0.223
Epoch  30 Batch  727/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.879, Loss:  0.214
Epoch  30 Batch  728/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.875, Loss:  0.229
Epoch  30 Batch  729/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.268
Epoch  30 Batch  730/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.239
Epoch  30 Batch  731/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.888, Loss:  0.233
Epoch  30 Batch  732/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.889, Loss:  0.247
Epoch  30 Batch  733/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.257
Epoch  30 Batch  734/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.886, Loss:  0.247
Epoch  30 Batch  735/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.883, Loss:  0.228
Epoch  30 Batch  736/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.884, Loss:  0.224
Epoch  30 Batch  737/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.269
Epoch  30 Batch  738/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.199
Epoch  30 Batch  739/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.216
Epoch  30 Batch  740/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.885, Loss:  0.246
Epoch  30 Batch  741/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.885, Loss:  0.249
Epoch  30 Batch  742/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.885, Loss:  0.219
Epoch  30 Batch  743/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.886, Loss:  0.229
Epoch  30 Batch  744/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.219
Epoch  30 Batch  745/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.234
Epoch  30 Batch  746/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.224
Epoch  30 Batch  747/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.217
Epoch  30 Batch  748/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.906, Loss:  0.225
Epoch  30 Batch  749/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.233
Epoch  30 Batch  750/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.894, Loss:  0.235
Epoch  30 Batch  751/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.210
Epoch  30 Batch  752/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.218
Epoch  30 Batch  753/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.236
Epoch  30 Batch  754/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.243
Epoch  30 Batch  755/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.892, Loss:  0.235
Epoch  30 Batch  756/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.209
Epoch  30 Batch  757/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.250
Epoch  30 Batch  758/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.212
Epoch  30 Batch  759/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.216
Epoch  30 Batch  760/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.895, Loss:  0.252
Epoch  30 Batch  761/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.895, Loss:  0.243
Epoch  30 Batch  762/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.895, Loss:  0.213
Epoch  30 Batch  763/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.220
Epoch  30 Batch  764/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.243
Epoch  30 Batch  765/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.899, Loss:  0.229
Epoch  30 Batch  766/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.256
Epoch  30 Batch  767/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.235
Epoch  30 Batch  768/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.899, Loss:  0.230
Epoch  30 Batch  769/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.220
Epoch  30 Batch  770/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.900, Loss:  0.242
Epoch  30 Batch  771/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.243
Epoch  30 Batch  772/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.904, Loss:  0.235
Epoch  30 Batch  773/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.212
Epoch  30 Batch  774/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.257
Epoch  30 Batch  775/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.228
Epoch  30 Batch  776/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.224
Epoch  30 Batch  777/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.256
Epoch  30 Batch  778/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.218
Epoch  30 Batch  779/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.911, Loss:  0.243
Epoch  30 Batch  780/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.912, Loss:  0.249
Epoch  30 Batch  781/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.902, Loss:  0.232
Epoch  30 Batch  782/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.217
Epoch  30 Batch  783/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.896, Loss:  0.259
Epoch  30 Batch  784/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.230
Epoch  30 Batch  785/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.891, Loss:  0.222
Epoch  30 Batch  786/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.232
Epoch  30 Batch  787/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.230
Epoch  30 Batch  788/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.209
Epoch  30 Batch  789/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.896, Loss:  0.237
Epoch  30 Batch  790/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.896, Loss:  0.250
Epoch  30 Batch  791/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.237
Epoch  30 Batch  792/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.240
Epoch  30 Batch  793/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.232
Epoch  30 Batch  794/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.896, Loss:  0.239
Epoch  30 Batch  795/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.252
Epoch  30 Batch  796/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.239
Epoch  30 Batch  797/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.233
Epoch  30 Batch  798/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.900, Loss:  0.239
Epoch  30 Batch  799/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.263
Epoch  30 Batch  800/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.228
Epoch  30 Batch  801/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.899, Loss:  0.257
Epoch  30 Batch  802/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.236
Epoch  30 Batch  803/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.232
Epoch  30 Batch  804/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.226
Epoch  30 Batch  805/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.897, Loss:  0.229
Epoch  30 Batch  806/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.894, Loss:  0.214
Epoch  30 Batch  807/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.213
Epoch  30 Batch  808/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.246
Epoch  30 Batch  809/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.270
Epoch  30 Batch  810/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.218
Epoch  30 Batch  811/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.211
Epoch  30 Batch  812/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.893, Loss:  0.248
Epoch  30 Batch  813/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.899, Loss:  0.220
Epoch  30 Batch  814/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.253
Epoch  30 Batch  815/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.223
Epoch  30 Batch  816/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.216
Epoch  30 Batch  817/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.265
Epoch  30 Batch  818/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.236
Epoch  30 Batch  819/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.231
Epoch  30 Batch  820/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.887, Loss:  0.253
Epoch  30 Batch  821/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.887, Loss:  0.245
Epoch  30 Batch  822/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.886, Loss:  0.229
Epoch  30 Batch  823/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.236
Epoch  30 Batch  824/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.888, Loss:  0.222
Epoch  30 Batch  825/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.892, Loss:  0.213
Epoch  30 Batch  826/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.892, Loss:  0.229
Epoch  30 Batch  827/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.901, Loss:  0.237
Epoch  30 Batch  828/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.226
Epoch  30 Batch  829/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.887, Loss:  0.267
Epoch  30 Batch  830/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.891, Loss:  0.257
Epoch  30 Batch  831/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.891, Loss:  0.233
Epoch  30 Batch  832/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.242
Epoch  30 Batch  833/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.244
Epoch  30 Batch  834/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.246
Epoch  30 Batch  835/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.240
Epoch  30 Batch  836/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.218
Epoch  30 Batch  837/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.251
Epoch  30 Batch  838/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.891, Loss:  0.225
Epoch  30 Batch  839/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.234
Epoch  30 Batch  840/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.211
Epoch  30 Batch  841/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.230
Epoch  30 Batch  842/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.221
Epoch  30 Batch  843/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.223
Epoch  30 Batch  844/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.225
Epoch  30 Batch  845/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.232
Epoch  30 Batch  846/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.893, Loss:  0.252
Epoch  30 Batch  847/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.266
Epoch  30 Batch  848/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.221
Epoch  30 Batch  849/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.896, Loss:  0.206
Epoch  30 Batch  850/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.253
Epoch  30 Batch  851/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.239
Epoch  30 Batch  852/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.260
Epoch  30 Batch  853/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.221
Epoch  30 Batch  854/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.893, Loss:  0.251
Epoch  30 Batch  855/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.890, Loss:  0.263
Epoch  30 Batch  856/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.894, Loss:  0.238
Epoch  30 Batch  857/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.204
Epoch  30 Batch  858/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.232
Epoch  30 Batch  859/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.243
Epoch  30 Batch  860/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.243
Epoch  30 Batch  861/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.891, Loss:  0.224
Epoch  30 Batch  862/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.891, Loss:  0.216
Epoch  30 Batch  863/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.210
Epoch  30 Batch  864/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.890, Loss:  0.250
Epoch  30 Batch  865/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.230
Epoch  30 Batch  866/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.253
Epoch  30 Batch  867/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.895, Loss:  0.269
Epoch  30 Batch  868/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.245
Epoch  30 Batch  869/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.897, Loss:  0.241
Epoch  30 Batch  870/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.897, Loss:  0.268
Epoch  30 Batch  871/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.892, Loss:  0.214
Epoch  30 Batch  872/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.229
Epoch  30 Batch  873/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.894, Loss:  0.234
Epoch  30 Batch  874/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.895, Loss:  0.247
Epoch  30 Batch  875/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.900, Loss:  0.249
Epoch  30 Batch  876/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.233
Epoch  30 Batch  877/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.219
Epoch  30 Batch  878/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.218
Epoch  30 Batch  879/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.212
Epoch  30 Batch  880/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.237
Epoch  30 Batch  881/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.235
Epoch  30 Batch  882/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.234
Epoch  30 Batch  883/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.898, Loss:  0.301
Epoch  30 Batch  884/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.224
Epoch  30 Batch  885/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.211
Epoch  30 Batch  886/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.902, Loss:  0.236
Epoch  30 Batch  887/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.897, Loss:  0.258
Epoch  30 Batch  888/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.221
Epoch  30 Batch  889/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.249
Epoch  30 Batch  890/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.215
Epoch  30 Batch  891/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.896, Loss:  0.240
Epoch  30 Batch  892/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.208
Epoch  30 Batch  893/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.257
Epoch  30 Batch  894/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.880, Loss:  0.205
Epoch  30 Batch  895/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.880, Loss:  0.239
Epoch  30 Batch  896/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.866, Loss:  0.254
Epoch  30 Batch  897/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.865, Loss:  0.208
Epoch  30 Batch  898/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.871, Loss:  0.222
Epoch  30 Batch  899/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.872, Loss:  0.239
Epoch  30 Batch  900/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.261
Epoch  30 Batch  901/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.879, Loss:  0.282
Epoch  30 Batch  902/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.885, Loss:  0.248
Epoch  30 Batch  903/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.218
Epoch  30 Batch  904/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.892, Loss:  0.231
Epoch  30 Batch  905/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.223
Epoch  30 Batch  906/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.231
Epoch  30 Batch  907/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.224
Epoch  30 Batch  908/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.889, Loss:  0.240
Epoch  30 Batch  909/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.220
Epoch  30 Batch  910/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.235
Epoch  30 Batch  911/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.209
Epoch  30 Batch  912/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.266
Epoch  30 Batch  913/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.283
Epoch  30 Batch  914/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.258
Epoch  30 Batch  915/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.892, Loss:  0.248
Epoch  30 Batch  916/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.243
Epoch  30 Batch  917/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.226
Epoch  30 Batch  918/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.207
Epoch  30 Batch  919/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.212
Epoch  30 Batch  920/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.250
Epoch  30 Batch  921/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.245
Epoch  30 Batch  922/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.900, Loss:  0.238
Epoch  30 Batch  923/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.242
Epoch  30 Batch  924/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.276
Epoch  30 Batch  925/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.223
Epoch  30 Batch  926/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.897, Loss:  0.223
Epoch  30 Batch  927/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.889, Loss:  0.252
Epoch  30 Batch  928/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.238
Epoch  30 Batch  929/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.894, Loss:  0.252
Epoch  30 Batch  930/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.224
Epoch  30 Batch  931/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.231
Epoch  30 Batch  932/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.232
Epoch  30 Batch  933/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.250
Epoch  30 Batch  934/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.896, Loss:  0.256
Epoch  30 Batch  935/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.240
Epoch  30 Batch  936/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.236
Epoch  30 Batch  937/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.276
Epoch  30 Batch  938/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.257
Epoch  30 Batch  939/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.262
Epoch  30 Batch  940/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.224
Epoch  30 Batch  941/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.212
Epoch  30 Batch  942/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.259
Epoch  30 Batch  943/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.252
Epoch  30 Batch  944/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.891, Loss:  0.221
Epoch  30 Batch  945/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.223
Epoch  30 Batch  946/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.891, Loss:  0.218
Epoch  30 Batch  947/1077 - Train Accuracy:  0.833, Validation Accuracy:  0.891, Loss:  0.266
Epoch  30 Batch  948/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.227
Epoch  30 Batch  949/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.191
Epoch  30 Batch  950/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.225
Epoch  30 Batch  951/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.882, Loss:  0.216
Epoch  30 Batch  952/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.882, Loss:  0.208
Epoch  30 Batch  953/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.882, Loss:  0.215
Epoch  30 Batch  954/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.885, Loss:  0.241
Epoch  30 Batch  955/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.243
Epoch  30 Batch  956/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.244
Epoch  30 Batch  957/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.890, Loss:  0.240
Epoch  30 Batch  958/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.235
Epoch  30 Batch  959/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.225
Epoch  30 Batch  960/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.227
Epoch  30 Batch  961/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.892, Loss:  0.259
Epoch  30 Batch  962/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.239
Epoch  30 Batch  963/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.273
Epoch  30 Batch  964/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.217
Epoch  30 Batch  965/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.264
Epoch  30 Batch  966/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.194
Epoch  30 Batch  967/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.892, Loss:  0.217
Epoch  30 Batch  968/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.887, Loss:  0.280
Epoch  30 Batch  969/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.254
Epoch  30 Batch  970/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.241
Epoch  30 Batch  971/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.873, Loss:  0.223
Epoch  30 Batch  972/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.869, Loss:  0.227
Epoch  30 Batch  973/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.868, Loss:  0.214
Epoch  30 Batch  974/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.872, Loss:  0.233
Epoch  30 Batch  975/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.881, Loss:  0.219
Epoch  30 Batch  976/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.222
Epoch  30 Batch  977/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.234
Epoch  30 Batch  978/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.882, Loss:  0.242
Epoch  30 Batch  979/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.886, Loss:  0.256
Epoch  30 Batch  980/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.891, Loss:  0.237
Epoch  30 Batch  981/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.888, Loss:  0.237
Epoch  30 Batch  982/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.233
Epoch  30 Batch  983/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.888, Loss:  0.251
Epoch  30 Batch  984/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.247
Epoch  30 Batch  985/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.892, Loss:  0.206
Epoch  30 Batch  986/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.905, Loss:  0.247
Epoch  30 Batch  987/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.904, Loss:  0.218
Epoch  30 Batch  988/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.269
Epoch  30 Batch  989/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.247
Epoch  30 Batch  990/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.254
Epoch  30 Batch  991/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.243
Epoch  30 Batch  992/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.240
Epoch  30 Batch  993/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.201
Epoch  30 Batch  994/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.904, Loss:  0.225
Epoch  30 Batch  995/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.231
Epoch  30 Batch  996/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.903, Loss:  0.226
Epoch  30 Batch  997/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.235
Epoch  30 Batch  998/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.904, Loss:  0.227
Epoch  30 Batch  999/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.226
Epoch  30 Batch 1000/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.907, Loss:  0.228
Epoch  30 Batch 1001/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.201
Epoch  30 Batch 1002/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.216
Epoch  30 Batch 1003/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.230
Epoch  30 Batch 1004/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.259
Epoch  30 Batch 1005/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.899, Loss:  0.244
Epoch  30 Batch 1006/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.898, Loss:  0.223
Epoch  30 Batch 1007/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.226
Epoch  30 Batch 1008/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.278
Epoch  30 Batch 1009/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.896, Loss:  0.203
Epoch  30 Batch 1010/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.230
Epoch  30 Batch 1011/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.242
Epoch  30 Batch 1012/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.212
Epoch  30 Batch 1013/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.226
Epoch  30 Batch 1014/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.893, Loss:  0.253
Epoch  30 Batch 1015/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.895, Loss:  0.247
Epoch  30 Batch 1016/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.891, Loss:  0.240
Epoch  30 Batch 1017/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.892, Loss:  0.228
Epoch  30 Batch 1018/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.892, Loss:  0.237
Epoch  30 Batch 1019/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.888, Loss:  0.248
Epoch  30 Batch 1020/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.882, Loss:  0.221
Epoch  30 Batch 1021/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.882, Loss:  0.216
Epoch  30 Batch 1022/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.882, Loss:  0.225
Epoch  30 Batch 1023/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.221
Epoch  30 Batch 1024/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.886, Loss:  0.255
Epoch  30 Batch 1025/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.890, Loss:  0.258
Epoch  30 Batch 1026/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.890, Loss:  0.239
Epoch  30 Batch 1027/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.234
Epoch  30 Batch 1028/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.887, Loss:  0.241
Epoch  30 Batch 1029/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.883, Loss:  0.219
Epoch  30 Batch 1030/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.882, Loss:  0.227
Epoch  30 Batch 1031/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.883, Loss:  0.279
Epoch  30 Batch 1032/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.248
Epoch  30 Batch 1033/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.882, Loss:  0.228
Epoch  30 Batch 1034/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.888, Loss:  0.238
Epoch  30 Batch 1035/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.890, Loss:  0.208
Epoch  30 Batch 1036/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.251
Epoch  30 Batch 1037/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.886, Loss:  0.253
Epoch  30 Batch 1038/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.887, Loss:  0.246
Epoch  30 Batch 1039/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.882, Loss:  0.230
Epoch  30 Batch 1040/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.881, Loss:  0.265
Epoch  30 Batch 1041/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.881, Loss:  0.257
Epoch  30 Batch 1042/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.881, Loss:  0.235
Epoch  30 Batch 1043/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.881, Loss:  0.266
Epoch  30 Batch 1044/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.881, Loss:  0.242
Epoch  30 Batch 1045/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.881, Loss:  0.253
Epoch  30 Batch 1046/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.208
Epoch  30 Batch 1047/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.880, Loss:  0.243
Epoch  30 Batch 1048/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.222
Epoch  30 Batch 1049/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.885, Loss:  0.261
Epoch  30 Batch 1050/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.233
Epoch  30 Batch 1051/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.237
Epoch  30 Batch 1052/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.220
Epoch  30 Batch 1053/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.891, Loss:  0.235
Epoch  30 Batch 1054/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.212
Epoch  30 Batch 1055/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.890, Loss:  0.242
Epoch  30 Batch 1056/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.216
Epoch  30 Batch 1057/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.896, Loss:  0.266
Epoch  30 Batch 1058/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.901, Loss:  0.257
Epoch  30 Batch 1059/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.902, Loss:  0.244
Epoch  30 Batch 1060/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.221
Epoch  30 Batch 1061/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.896, Loss:  0.244
Epoch  30 Batch 1062/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.240
Epoch  30 Batch 1063/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.899, Loss:  0.227
Epoch  30 Batch 1064/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.237
Epoch  30 Batch 1065/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.240
Epoch  30 Batch 1066/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.212
Epoch  30 Batch 1067/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.236
Epoch  30 Batch 1068/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.236
Epoch  30 Batch 1069/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.210
Epoch  30 Batch 1070/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.237
Epoch  30 Batch 1071/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.228
Epoch  30 Batch 1072/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.237
Epoch  30 Batch 1073/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.243
Epoch  30 Batch 1074/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.250
Epoch  30 Batch 1075/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.897, Loss:  0.265
Epoch  31 Batch    0/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.206
Epoch  31 Batch    1/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.237
Epoch  31 Batch    2/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.896, Loss:  0.236
Epoch  31 Batch    3/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.245
Epoch  31 Batch    4/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.236
Epoch  31 Batch    5/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.274
Epoch  31 Batch    6/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.247
Epoch  31 Batch    7/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.210
Epoch  31 Batch    8/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.886, Loss:  0.229
Epoch  31 Batch    9/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.875, Loss:  0.251
Epoch  31 Batch   10/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.875, Loss:  0.226
Epoch  31 Batch   11/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.868, Loss:  0.236
Epoch  31 Batch   12/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.869, Loss:  0.228
Epoch  31 Batch   13/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.864, Loss:  0.239
Epoch  31 Batch   14/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.870, Loss:  0.212
Epoch  31 Batch   15/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.874, Loss:  0.228
Epoch  31 Batch   16/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.873, Loss:  0.249
Epoch  31 Batch   17/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.873, Loss:  0.227
Epoch  31 Batch   18/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.243
Epoch  31 Batch   19/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.874, Loss:  0.228
Epoch  31 Batch   20/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.213
Epoch  31 Batch   21/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.869, Loss:  0.246
Epoch  31 Batch   22/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.222
Epoch  31 Batch   23/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.879, Loss:  0.229
Epoch  31 Batch   24/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.880, Loss:  0.243
Epoch  31 Batch   25/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.880, Loss:  0.213
Epoch  31 Batch   26/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.880, Loss:  0.242
Epoch  31 Batch   27/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.880, Loss:  0.202
Epoch  31 Batch   28/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.221
Epoch  31 Batch   29/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.887, Loss:  0.221
Epoch  31 Batch   30/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.223
Epoch  31 Batch   31/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.238
Epoch  31 Batch   32/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.218
Epoch  31 Batch   33/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.885, Loss:  0.212
Epoch  31 Batch   34/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.232
Epoch  31 Batch   35/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.884, Loss:  0.223
Epoch  31 Batch   36/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.884, Loss:  0.230
Epoch  31 Batch   37/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.884, Loss:  0.229
Epoch  31 Batch   38/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.884, Loss:  0.258
Epoch  31 Batch   39/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.268
Epoch  31 Batch   40/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.232
Epoch  31 Batch   41/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.882, Loss:  0.238
Epoch  31 Batch   42/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.882, Loss:  0.245
Epoch  31 Batch   43/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.220
Epoch  31 Batch   44/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.232
Epoch  31 Batch   45/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.892, Loss:  0.252
Epoch  31 Batch   46/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.896, Loss:  0.250
Epoch  31 Batch   47/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.240
Epoch  31 Batch   48/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.896, Loss:  0.259
Epoch  31 Batch   49/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.248
Epoch  31 Batch   50/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.227
Epoch  31 Batch   51/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.214
Epoch  31 Batch   52/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.230
Epoch  31 Batch   53/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.226
Epoch  31 Batch   54/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.903, Loss:  0.279
Epoch  31 Batch   55/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.227
Epoch  31 Batch   56/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.201
Epoch  31 Batch   57/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.212
Epoch  31 Batch   58/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.225
Epoch  31 Batch   59/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.896, Loss:  0.238
Epoch  31 Batch   60/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.895, Loss:  0.222
Epoch  31 Batch   61/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.246
Epoch  31 Batch   62/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.891, Loss:  0.241
Epoch  31 Batch   63/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.887, Loss:  0.203
Epoch  31 Batch   64/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.225
Epoch  31 Batch   65/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.226
Epoch  31 Batch   66/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.886, Loss:  0.194
Epoch  31 Batch   67/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.882, Loss:  0.231
Epoch  31 Batch   68/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.883, Loss:  0.238
Epoch  31 Batch   69/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.882, Loss:  0.277
Epoch  31 Batch   70/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.882, Loss:  0.240
Epoch  31 Batch   71/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.881, Loss:  0.207
Epoch  31 Batch   72/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.237
Epoch  31 Batch   73/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.890, Loss:  0.227
Epoch  31 Batch   74/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.207
Epoch  31 Batch   75/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.253
Epoch  31 Batch   76/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.894, Loss:  0.186
Epoch  31 Batch   77/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.233
Epoch  31 Batch   78/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.895, Loss:  0.237
Epoch  31 Batch   79/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.240
Epoch  31 Batch   80/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.244
Epoch  31 Batch   81/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.210
Epoch  31 Batch   82/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.217
Epoch  31 Batch   83/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.246
Epoch  31 Batch   84/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.223
Epoch  31 Batch   85/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.228
Epoch  31 Batch   86/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.240
Epoch  31 Batch   87/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.885, Loss:  0.259
Epoch  31 Batch   88/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.881, Loss:  0.254
Epoch  31 Batch   89/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.887, Loss:  0.230
Epoch  31 Batch   90/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.243
Epoch  31 Batch   91/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.206
Epoch  31 Batch   92/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.255
Epoch  31 Batch   93/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.234
Epoch  31 Batch   94/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.212
Epoch  31 Batch   95/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.270
Epoch  31 Batch   96/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.213
Epoch  31 Batch   97/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.223
Epoch  31 Batch   98/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.226
Epoch  31 Batch   99/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.259
Epoch  31 Batch  100/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.901, Loss:  0.225
Epoch  31 Batch  101/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.242
Epoch  31 Batch  102/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.240
Epoch  31 Batch  103/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.896, Loss:  0.258
Epoch  31 Batch  104/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.894, Loss:  0.230
Epoch  31 Batch  105/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.239
Epoch  31 Batch  106/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.279
Epoch  31 Batch  107/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.887, Loss:  0.236
Epoch  31 Batch  108/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.888, Loss:  0.220
Epoch  31 Batch  109/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.887, Loss:  0.220
Epoch  31 Batch  110/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.200
Epoch  31 Batch  111/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.226
Epoch  31 Batch  112/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.896, Loss:  0.230
Epoch  31 Batch  113/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.250
Epoch  31 Batch  114/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.217
Epoch  31 Batch  115/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.891, Loss:  0.251
Epoch  31 Batch  116/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.897, Loss:  0.231
Epoch  31 Batch  117/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.239
Epoch  31 Batch  118/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.891, Loss:  0.242
Epoch  31 Batch  119/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.219
Epoch  31 Batch  120/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.274
Epoch  31 Batch  121/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.211
Epoch  31 Batch  122/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.232
Epoch  31 Batch  123/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.191
Epoch  31 Batch  124/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.239
Epoch  31 Batch  125/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.236
Epoch  31 Batch  126/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.210
Epoch  31 Batch  127/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.236
Epoch  31 Batch  128/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.222
Epoch  31 Batch  129/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.244
Epoch  31 Batch  130/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.234
Epoch  31 Batch  131/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.216
Epoch  31 Batch  132/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.225
Epoch  31 Batch  133/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.880, Loss:  0.212
Epoch  31 Batch  134/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.875, Loss:  0.225
Epoch  31 Batch  135/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.228
Epoch  31 Batch  136/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.879, Loss:  0.226
Epoch  31 Batch  137/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.879, Loss:  0.199
Epoch  31 Batch  138/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.231
Epoch  31 Batch  139/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.249
Epoch  31 Batch  140/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.877, Loss:  0.237
Epoch  31 Batch  141/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.221
Epoch  31 Batch  142/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.881, Loss:  0.221
Epoch  31 Batch  143/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.881, Loss:  0.245
Epoch  31 Batch  144/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.876, Loss:  0.259
Epoch  31 Batch  145/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.876, Loss:  0.233
Epoch  31 Batch  146/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.878, Loss:  0.268
Epoch  31 Batch  147/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.881, Loss:  0.253
Epoch  31 Batch  148/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.227
Epoch  31 Batch  149/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.233
Epoch  31 Batch  150/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.217
Epoch  31 Batch  151/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.223
Epoch  31 Batch  152/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.244
Epoch  31 Batch  153/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.243
Epoch  31 Batch  154/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.253
Epoch  31 Batch  155/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.230
Epoch  31 Batch  156/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.902, Loss:  0.218
Epoch  31 Batch  157/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.245
Epoch  31 Batch  158/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.229
Epoch  31 Batch  159/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.203
Epoch  31 Batch  160/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.216
Epoch  31 Batch  161/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.235
Epoch  31 Batch  162/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.267
Epoch  31 Batch  163/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.269
Epoch  31 Batch  164/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.248
Epoch  31 Batch  165/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.897, Loss:  0.226
Epoch  31 Batch  166/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.259
Epoch  31 Batch  167/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.225
Epoch  31 Batch  168/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.267
Epoch  31 Batch  169/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.236
Epoch  31 Batch  170/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.896, Loss:  0.258
Epoch  31 Batch  171/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.211
Epoch  31 Batch  172/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.226
Epoch  31 Batch  173/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.237
Epoch  31 Batch  174/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.890, Loss:  0.226
Epoch  31 Batch  175/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.217
Epoch  31 Batch  176/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.225
Epoch  31 Batch  177/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.248
Epoch  31 Batch  178/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.213
Epoch  31 Batch  179/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.250
Epoch  31 Batch  180/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.238
Epoch  31 Batch  181/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.252
Epoch  31 Batch  182/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.222
Epoch  31 Batch  183/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.892, Loss:  0.247
Epoch  31 Batch  184/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.218
Epoch  31 Batch  185/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.240
Epoch  31 Batch  186/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.237
Epoch  31 Batch  187/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.889, Loss:  0.219
Epoch  31 Batch  188/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.889, Loss:  0.248
Epoch  31 Batch  189/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.222
Epoch  31 Batch  190/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.227
Epoch  31 Batch  191/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.212
Epoch  31 Batch  192/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.232
Epoch  31 Batch  193/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.208
Epoch  31 Batch  194/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.196
Epoch  31 Batch  195/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.219
Epoch  31 Batch  196/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.225
Epoch  31 Batch  197/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.225
Epoch  31 Batch  198/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.226
Epoch  31 Batch  199/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.208
Epoch  31 Batch  200/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.229
Epoch  31 Batch  201/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.214
Epoch  31 Batch  202/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.260
Epoch  31 Batch  203/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.227
Epoch  31 Batch  204/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.897, Loss:  0.275
Epoch  31 Batch  205/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.898, Loss:  0.237
Epoch  31 Batch  206/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.894, Loss:  0.218
Epoch  31 Batch  207/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.224
Epoch  31 Batch  208/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.253
Epoch  31 Batch  209/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.189
Epoch  31 Batch  210/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.892, Loss:  0.241
Epoch  31 Batch  211/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.890, Loss:  0.210
Epoch  31 Batch  212/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.205
Epoch  31 Batch  213/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.888, Loss:  0.213
Epoch  31 Batch  214/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.226
Epoch  31 Batch  215/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.880, Loss:  0.254
Epoch  31 Batch  216/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.885, Loss:  0.240
Epoch  31 Batch  217/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.197
Epoch  31 Batch  218/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.890, Loss:  0.277
Epoch  31 Batch  219/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.234
Epoch  31 Batch  220/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.231
Epoch  31 Batch  221/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.241
Epoch  31 Batch  222/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.215
Epoch  31 Batch  223/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.885, Loss:  0.193
Epoch  31 Batch  224/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.884, Loss:  0.225
Epoch  31 Batch  225/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.883, Loss:  0.248
Epoch  31 Batch  226/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.887, Loss:  0.225
Epoch  31 Batch  227/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.888, Loss:  0.259
Epoch  31 Batch  228/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.206
Epoch  31 Batch  229/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.234
Epoch  31 Batch  230/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.215
Epoch  31 Batch  231/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.897, Loss:  0.260
Epoch  31 Batch  232/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.248
Epoch  31 Batch  233/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.271
Epoch  31 Batch  234/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.894, Loss:  0.251
Epoch  31 Batch  235/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.895, Loss:  0.233
Epoch  31 Batch  236/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.260
Epoch  31 Batch  237/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.216
Epoch  31 Batch  238/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.232
Epoch  31 Batch  239/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.899, Loss:  0.204
Epoch  31 Batch  240/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.200
Epoch  31 Batch  241/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.199
Epoch  31 Batch  242/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.213
Epoch  31 Batch  243/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.234
Epoch  31 Batch  244/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.899, Loss:  0.236
Epoch  31 Batch  245/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.900, Loss:  0.219
Epoch  31 Batch  246/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.227
Epoch  31 Batch  247/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.897, Loss:  0.238
Epoch  31 Batch  248/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.227
Epoch  31 Batch  249/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.227
Epoch  31 Batch  250/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.209
Epoch  31 Batch  251/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.229
Epoch  31 Batch  252/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.216
Epoch  31 Batch  253/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.889, Loss:  0.235
Epoch  31 Batch  254/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.229
Epoch  31 Batch  255/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.240
Epoch  31 Batch  256/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.273
Epoch  31 Batch  257/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.895, Loss:  0.246
Epoch  31 Batch  258/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.231
Epoch  31 Batch  259/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.213
Epoch  31 Batch  260/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.905, Loss:  0.230
Epoch  31 Batch  261/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.229
Epoch  31 Batch  262/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.904, Loss:  0.233
Epoch  31 Batch  263/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.207
Epoch  31 Batch  264/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.256
Epoch  31 Batch  265/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.231
Epoch  31 Batch  266/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.228
Epoch  31 Batch  267/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.197
Epoch  31 Batch  268/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.256
Epoch  31 Batch  269/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.245
Epoch  31 Batch  270/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.897, Loss:  0.250
Epoch  31 Batch  271/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.213
Epoch  31 Batch  272/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.890, Loss:  0.289
Epoch  31 Batch  273/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.212
Epoch  31 Batch  274/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.244
Epoch  31 Batch  275/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.230
Epoch  31 Batch  276/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.885, Loss:  0.252
Epoch  31 Batch  277/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.881, Loss:  0.200
Epoch  31 Batch  278/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.881, Loss:  0.263
Epoch  31 Batch  279/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.879, Loss:  0.261
Epoch  31 Batch  280/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.879, Loss:  0.243
Epoch  31 Batch  281/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.245
Epoch  31 Batch  282/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.881, Loss:  0.264
Epoch  31 Batch  283/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.880, Loss:  0.249
Epoch  31 Batch  284/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.881, Loss:  0.253
Epoch  31 Batch  285/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.237
Epoch  31 Batch  286/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.883, Loss:  0.226
Epoch  31 Batch  287/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.231
Epoch  31 Batch  288/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.881, Loss:  0.243
Epoch  31 Batch  289/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.253
Epoch  31 Batch  290/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.873, Loss:  0.254
Epoch  31 Batch  291/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.254
Epoch  31 Batch  292/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.890, Loss:  0.242
Epoch  31 Batch  293/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.895, Loss:  0.248
Epoch  31 Batch  294/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.223
Epoch  31 Batch  295/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.269
Epoch  31 Batch  296/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.214
Epoch  31 Batch  297/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.892, Loss:  0.257
Epoch  31 Batch  298/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.885, Loss:  0.262
Epoch  31 Batch  299/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.885, Loss:  0.224
Epoch  31 Batch  300/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.885, Loss:  0.217
Epoch  31 Batch  301/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.891, Loss:  0.235
Epoch  31 Batch  302/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.218
Epoch  31 Batch  303/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.236
Epoch  31 Batch  304/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.217
Epoch  31 Batch  305/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.241
Epoch  31 Batch  306/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.221
Epoch  31 Batch  307/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.895, Loss:  0.221
Epoch  31 Batch  308/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.254
Epoch  31 Batch  309/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.213
Epoch  31 Batch  310/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.892, Loss:  0.246
Epoch  31 Batch  311/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.883, Loss:  0.208
Epoch  31 Batch  312/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.887, Loss:  0.248
Epoch  31 Batch  313/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.883, Loss:  0.208
Epoch  31 Batch  314/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.881, Loss:  0.228
Epoch  31 Batch  315/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.882, Loss:  0.220
Epoch  31 Batch  316/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.887, Loss:  0.219
Epoch  31 Batch  317/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.250
Epoch  31 Batch  318/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.244
Epoch  31 Batch  319/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.893, Loss:  0.246
Epoch  31 Batch  320/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.240
Epoch  31 Batch  321/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.893, Loss:  0.232
Epoch  31 Batch  322/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.888, Loss:  0.208
Epoch  31 Batch  323/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.229
Epoch  31 Batch  324/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.222
Epoch  31 Batch  325/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.214
Epoch  31 Batch  326/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.220
Epoch  31 Batch  327/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.888, Loss:  0.260
Epoch  31 Batch  328/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.888, Loss:  0.248
Epoch  31 Batch  329/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.239
Epoch  31 Batch  330/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.221
Epoch  31 Batch  331/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.230
Epoch  31 Batch  332/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.890, Loss:  0.197
Epoch  31 Batch  333/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.889, Loss:  0.219
Epoch  31 Batch  334/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.220
Epoch  31 Batch  335/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.232
Epoch  31 Batch  336/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.883, Loss:  0.249
Epoch  31 Batch  337/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.885, Loss:  0.252
Epoch  31 Batch  338/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.890, Loss:  0.263
Epoch  31 Batch  339/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.219
Epoch  31 Batch  340/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.243
Epoch  31 Batch  341/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.900, Loss:  0.297
Epoch  31 Batch  342/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.900, Loss:  0.231
Epoch  31 Batch  343/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.217
Epoch  31 Batch  344/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.242
Epoch  31 Batch  345/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.234
Epoch  31 Batch  346/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.225
Epoch  31 Batch  347/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.895, Loss:  0.208
Epoch  31 Batch  348/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.222
Epoch  31 Batch  349/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.898, Loss:  0.225
Epoch  31 Batch  350/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.246
Epoch  31 Batch  351/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.243
Epoch  31 Batch  352/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.254
Epoch  31 Batch  353/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.892, Loss:  0.259
Epoch  31 Batch  354/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.892, Loss:  0.246
Epoch  31 Batch  355/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.890, Loss:  0.235
Epoch  31 Batch  356/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.236
Epoch  31 Batch  357/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.216
Epoch  31 Batch  358/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.888, Loss:  0.235
Epoch  31 Batch  359/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.233
Epoch  31 Batch  360/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.248
Epoch  31 Batch  361/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.228
Epoch  31 Batch  362/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.225
Epoch  31 Batch  363/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.888, Loss:  0.247
Epoch  31 Batch  364/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.884, Loss:  0.246
Epoch  31 Batch  365/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.884, Loss:  0.222
Epoch  31 Batch  366/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.226
Epoch  31 Batch  367/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.205
Epoch  31 Batch  368/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.246
Epoch  31 Batch  369/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.888, Loss:  0.205
Epoch  31 Batch  370/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.883, Loss:  0.231
Epoch  31 Batch  371/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.218
Epoch  31 Batch  372/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.203
Epoch  31 Batch  373/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.882, Loss:  0.207
Epoch  31 Batch  374/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.883, Loss:  0.261
Epoch  31 Batch  375/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.885, Loss:  0.230
Epoch  31 Batch  376/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.235
Epoch  31 Batch  377/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.238
Epoch  31 Batch  378/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.213
Epoch  31 Batch  379/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.890, Loss:  0.240
Epoch  31 Batch  380/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.225
Epoch  31 Batch  381/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.887, Loss:  0.246
Epoch  31 Batch  382/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.889, Loss:  0.271
Epoch  31 Batch  383/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.238
Epoch  31 Batch  384/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.244
Epoch  31 Batch  385/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.229
Epoch  31 Batch  386/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.228
Epoch  31 Batch  387/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.233
Epoch  31 Batch  388/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.887, Loss:  0.219
Epoch  31 Batch  389/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.885, Loss:  0.229
Epoch  31 Batch  390/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.876, Loss:  0.264
Epoch  31 Batch  391/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.240
Epoch  31 Batch  392/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.883, Loss:  0.238
Epoch  31 Batch  393/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.210
Epoch  31 Batch  394/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.234
Epoch  31 Batch  395/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.878, Loss:  0.216
Epoch  31 Batch  396/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.264
Epoch  31 Batch  397/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.230
Epoch  31 Batch  398/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.884, Loss:  0.235
Epoch  31 Batch  399/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.884, Loss:  0.239
Epoch  31 Batch  400/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.284
Epoch  31 Batch  401/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.213
Epoch  31 Batch  402/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.221
Epoch  31 Batch  403/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.881, Loss:  0.242
Epoch  31 Batch  404/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.881, Loss:  0.215
Epoch  31 Batch  405/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.883, Loss:  0.245
Epoch  31 Batch  406/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.888, Loss:  0.207
Epoch  31 Batch  407/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.250
Epoch  31 Batch  408/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.885, Loss:  0.240
Epoch  31 Batch  409/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.894, Loss:  0.261
Epoch  31 Batch  410/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.246
Epoch  31 Batch  411/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.232
Epoch  31 Batch  412/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.209
Epoch  31 Batch  413/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.227
Epoch  31 Batch  414/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.901, Loss:  0.226
Epoch  31 Batch  415/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.228
Epoch  31 Batch  416/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.223
Epoch  31 Batch  417/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.281
Epoch  31 Batch  418/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.895, Loss:  0.237
Epoch  31 Batch  419/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.227
Epoch  31 Batch  420/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.229
Epoch  31 Batch  421/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.894, Loss:  0.271
Epoch  31 Batch  422/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.894, Loss:  0.227
Epoch  31 Batch  423/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.251
Epoch  31 Batch  424/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.891, Loss:  0.239
Epoch  31 Batch  425/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.888, Loss:  0.203
Epoch  31 Batch  426/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.252
Epoch  31 Batch  427/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.886, Loss:  0.241
Epoch  31 Batch  428/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.228
Epoch  31 Batch  429/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.215
Epoch  31 Batch  430/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.887, Loss:  0.216
Epoch  31 Batch  431/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.883, Loss:  0.228
Epoch  31 Batch  432/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.247
Epoch  31 Batch  433/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.880, Loss:  0.238
Epoch  31 Batch  434/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.880, Loss:  0.237
Epoch  31 Batch  435/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.881, Loss:  0.248
Epoch  31 Batch  436/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.234
Epoch  31 Batch  437/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.875, Loss:  0.228
Epoch  31 Batch  438/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.879, Loss:  0.238
Epoch  31 Batch  439/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.245
Epoch  31 Batch  440/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.876, Loss:  0.254
Epoch  31 Batch  441/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.872, Loss:  0.244
Epoch  31 Batch  442/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.874, Loss:  0.216
Epoch  31 Batch  443/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.879, Loss:  0.226
Epoch  31 Batch  444/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.210
Epoch  31 Batch  445/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.241
Epoch  31 Batch  446/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.890, Loss:  0.197
Epoch  31 Batch  447/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.226
Epoch  31 Batch  448/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.894, Loss:  0.262
Epoch  31 Batch  449/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.238
Epoch  31 Batch  450/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.884, Loss:  0.248
Epoch  31 Batch  451/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.884, Loss:  0.230
Epoch  31 Batch  452/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.252
Epoch  31 Batch  453/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.876, Loss:  0.229
Epoch  31 Batch  454/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.883, Loss:  0.225
Epoch  31 Batch  455/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.882, Loss:  0.224
Epoch  31 Batch  456/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.878, Loss:  0.250
Epoch  31 Batch  457/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.216
Epoch  31 Batch  458/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.245
Epoch  31 Batch  459/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.237
Epoch  31 Batch  460/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.232
Epoch  31 Batch  461/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.242
Epoch  31 Batch  462/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.892, Loss:  0.225
Epoch  31 Batch  463/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.236
Epoch  31 Batch  464/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.223
Epoch  31 Batch  465/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.888, Loss:  0.257
Epoch  31 Batch  466/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.223
Epoch  31 Batch  467/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.224
Epoch  31 Batch  468/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.248
Epoch  31 Batch  469/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.881, Loss:  0.234
Epoch  31 Batch  470/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.876, Loss:  0.233
Epoch  31 Batch  471/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.877, Loss:  0.207
Epoch  31 Batch  472/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.875, Loss:  0.210
Epoch  31 Batch  473/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.875, Loss:  0.266
Epoch  31 Batch  474/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.875, Loss:  0.233
Epoch  31 Batch  475/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.877, Loss:  0.229
Epoch  31 Batch  476/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.877, Loss:  0.214
Epoch  31 Batch  477/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.881, Loss:  0.230
Epoch  31 Batch  478/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.883, Loss:  0.231
Epoch  31 Batch  479/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.883, Loss:  0.246
Epoch  31 Batch  480/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.237
Epoch  31 Batch  481/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.222
Epoch  31 Batch  482/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.900, Loss:  0.251
Epoch  31 Batch  483/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.240
Epoch  31 Batch  484/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.903, Loss:  0.230
Epoch  31 Batch  485/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.231
Epoch  31 Batch  486/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.222
Epoch  31 Batch  487/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.241
Epoch  31 Batch  488/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.214
Epoch  31 Batch  489/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.214
Epoch  31 Batch  490/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.227
Epoch  31 Batch  491/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.255
Epoch  31 Batch  492/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.900, Loss:  0.248
Epoch  31 Batch  493/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.887, Loss:  0.224
Epoch  31 Batch  494/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.878, Loss:  0.216
Epoch  31 Batch  495/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.219
Epoch  31 Batch  496/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.877, Loss:  0.250
Epoch  31 Batch  497/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.877, Loss:  0.260
Epoch  31 Batch  498/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.874, Loss:  0.220
Epoch  31 Batch  499/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.879, Loss:  0.222
Epoch  31 Batch  500/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.880, Loss:  0.218
Epoch  31 Batch  501/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.218
Epoch  31 Batch  502/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.888, Loss:  0.219
Epoch  31 Batch  503/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.242
Epoch  31 Batch  504/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.231
Epoch  31 Batch  505/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.881, Loss:  0.186
Epoch  31 Batch  506/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.221
Epoch  31 Batch  507/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.887, Loss:  0.229
Epoch  31 Batch  508/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.201
Epoch  31 Batch  509/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.896, Loss:  0.254
Epoch  31 Batch  510/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.220
Epoch  31 Batch  511/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.240
Epoch  31 Batch  512/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.888, Loss:  0.223
Epoch  31 Batch  513/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.884, Loss:  0.240
Epoch  31 Batch  514/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.889, Loss:  0.236
Epoch  31 Batch  515/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.220
Epoch  31 Batch  516/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.883, Loss:  0.223
Epoch  31 Batch  517/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.884, Loss:  0.225
Epoch  31 Batch  518/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.201
Epoch  31 Batch  519/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.233
Epoch  31 Batch  520/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.881, Loss:  0.220
Epoch  31 Batch  521/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.879, Loss:  0.234
Epoch  31 Batch  522/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.886, Loss:  0.255
Epoch  31 Batch  523/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.232
Epoch  31 Batch  524/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.877, Loss:  0.239
Epoch  31 Batch  525/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.877, Loss:  0.235
Epoch  31 Batch  526/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.876, Loss:  0.224
Epoch  31 Batch  527/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.239
Epoch  31 Batch  528/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.874, Loss:  0.212
Epoch  31 Batch  529/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.872, Loss:  0.225
Epoch  31 Batch  530/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.876, Loss:  0.251
Epoch  31 Batch  531/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.876, Loss:  0.237
Epoch  31 Batch  532/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.880, Loss:  0.247
Epoch  31 Batch  533/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.260
Epoch  31 Batch  534/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.878, Loss:  0.247
Epoch  31 Batch  535/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.878, Loss:  0.232
Epoch  31 Batch  536/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.878, Loss:  0.219
Epoch  31 Batch  537/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.877, Loss:  0.224
Epoch  31 Batch  538/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.884, Loss:  0.200
Epoch  31 Batch  539/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.246
Epoch  31 Batch  540/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.884, Loss:  0.213
Epoch  31 Batch  541/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.215
Epoch  31 Batch  542/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.226
Epoch  31 Batch  543/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.229
Epoch  31 Batch  544/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.211
Epoch  31 Batch  545/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.233
Epoch  31 Batch  546/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.241
Epoch  31 Batch  547/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.237
Epoch  31 Batch  548/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.247
Epoch  31 Batch  549/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.896, Loss:  0.248
Epoch  31 Batch  550/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.895, Loss:  0.240
Epoch  31 Batch  551/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.239
Epoch  31 Batch  552/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.251
Epoch  31 Batch  553/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.260
Epoch  31 Batch  554/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.897, Loss:  0.223
Epoch  31 Batch  555/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.220
Epoch  31 Batch  556/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.215
Epoch  31 Batch  557/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.231
Epoch  31 Batch  558/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.228
Epoch  31 Batch  559/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.237
Epoch  31 Batch  560/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.227
Epoch  31 Batch  561/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.896, Loss:  0.216
Epoch  31 Batch  562/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.203
Epoch  31 Batch  563/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.884, Loss:  0.242
Epoch  31 Batch  564/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.879, Loss:  0.241
Epoch  31 Batch  565/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.875, Loss:  0.246
Epoch  31 Batch  566/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.875, Loss:  0.263
Epoch  31 Batch  567/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.880, Loss:  0.255
Epoch  31 Batch  568/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.244
Epoch  31 Batch  569/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.228
Epoch  31 Batch  570/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.886, Loss:  0.256
Epoch  31 Batch  571/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.225
Epoch  31 Batch  572/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.889, Loss:  0.229
Epoch  31 Batch  573/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.889, Loss:  0.255
Epoch  31 Batch  574/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.244
Epoch  31 Batch  575/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.226
Epoch  31 Batch  576/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.228
Epoch  31 Batch  577/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.251
Epoch  31 Batch  578/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.896, Loss:  0.237
Epoch  31 Batch  579/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.891, Loss:  0.218
Epoch  31 Batch  580/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.195
Epoch  31 Batch  581/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.215
Epoch  31 Batch  582/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.228
Epoch  31 Batch  583/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.246
Epoch  31 Batch  584/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.900, Loss:  0.236
Epoch  31 Batch  585/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.207
Epoch  31 Batch  586/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.906, Loss:  0.248
Epoch  31 Batch  587/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.234
Epoch  31 Batch  588/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.198
Epoch  31 Batch  589/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.900, Loss:  0.237
Epoch  31 Batch  590/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.236
Epoch  31 Batch  591/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.218
Epoch  31 Batch  592/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.242
Epoch  31 Batch  593/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.249
Epoch  31 Batch  594/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.239
Epoch  31 Batch  595/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.235
Epoch  31 Batch  596/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.238
Epoch  31 Batch  597/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.238
Epoch  31 Batch  598/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.232
Epoch  31 Batch  599/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.288
Epoch  31 Batch  600/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.891, Loss:  0.230
Epoch  31 Batch  601/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.895, Loss:  0.226
Epoch  31 Batch  602/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.895, Loss:  0.242
Epoch  31 Batch  603/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.235
Epoch  31 Batch  604/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.260
Epoch  31 Batch  605/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.268
Epoch  31 Batch  606/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.199
Epoch  31 Batch  607/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.887, Loss:  0.230
Epoch  31 Batch  608/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.238
Epoch  31 Batch  609/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.881, Loss:  0.251
Epoch  31 Batch  610/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.877, Loss:  0.247
Epoch  31 Batch  611/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.233
Epoch  31 Batch  612/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.882, Loss:  0.214
Epoch  31 Batch  613/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.246
Epoch  31 Batch  614/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.228
Epoch  31 Batch  615/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.882, Loss:  0.230
Epoch  31 Batch  616/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.236
Epoch  31 Batch  617/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.215
Epoch  31 Batch  618/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.895, Loss:  0.231
Epoch  31 Batch  619/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.213
Epoch  31 Batch  620/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.219
Epoch  31 Batch  621/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.896, Loss:  0.260
Epoch  31 Batch  622/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.234
Epoch  31 Batch  623/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.894, Loss:  0.248
Epoch  31 Batch  624/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.208
Epoch  31 Batch  625/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.239
Epoch  31 Batch  626/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.215
Epoch  31 Batch  627/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.226
Epoch  31 Batch  628/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.906, Loss:  0.253
Epoch  31 Batch  629/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.906, Loss:  0.257
Epoch  31 Batch  630/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.235
Epoch  31 Batch  631/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.234
Epoch  31 Batch  632/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.221
Epoch  31 Batch  633/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.248
Epoch  31 Batch  634/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.203
Epoch  31 Batch  635/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.898, Loss:  0.254
Epoch  31 Batch  636/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.223
Epoch  31 Batch  637/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.897, Loss:  0.257
Epoch  31 Batch  638/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.251
Epoch  31 Batch  639/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.895, Loss:  0.221
Epoch  31 Batch  640/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.222
Epoch  31 Batch  641/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.241
Epoch  31 Batch  642/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.251
Epoch  31 Batch  643/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.205
Epoch  31 Batch  644/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.225
Epoch  31 Batch  645/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.903, Loss:  0.235
Epoch  31 Batch  646/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.221
Epoch  31 Batch  647/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.225
Epoch  31 Batch  648/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.899, Loss:  0.206
Epoch  31 Batch  649/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.246
Epoch  31 Batch  650/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.246
Epoch  31 Batch  651/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.214
Epoch  31 Batch  652/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.242
Epoch  31 Batch  653/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.250
Epoch  31 Batch  654/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.218
Epoch  31 Batch  655/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.268
Epoch  31 Batch  656/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.895, Loss:  0.237
Epoch  31 Batch  657/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.225
Epoch  31 Batch  658/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.900, Loss:  0.211
Epoch  31 Batch  659/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.238
Epoch  31 Batch  660/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.244
Epoch  31 Batch  661/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.899, Loss:  0.211
Epoch  31 Batch  662/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.208
Epoch  31 Batch  663/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.208
Epoch  31 Batch  664/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.215
Epoch  31 Batch  665/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.228
Epoch  31 Batch  666/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.234
Epoch  31 Batch  667/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.269
Epoch  31 Batch  668/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.220
Epoch  31 Batch  669/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.222
Epoch  31 Batch  670/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.208
Epoch  31 Batch  671/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.888, Loss:  0.266
Epoch  31 Batch  672/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.229
Epoch  31 Batch  673/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.244
Epoch  31 Batch  674/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.222
Epoch  31 Batch  675/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.896, Loss:  0.270
Epoch  31 Batch  676/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.230
Epoch  31 Batch  677/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.280
Epoch  31 Batch  678/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.205
Epoch  31 Batch  679/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.248
Epoch  31 Batch  680/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.228
Epoch  31 Batch  681/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.889, Loss:  0.244
Epoch  31 Batch  682/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.247
Epoch  31 Batch  683/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.220
Epoch  31 Batch  684/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.882, Loss:  0.232
Epoch  31 Batch  685/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.255
Epoch  31 Batch  686/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.226
Epoch  31 Batch  687/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.252
Epoch  31 Batch  688/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.238
Epoch  31 Batch  689/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.895, Loss:  0.218
Epoch  31 Batch  690/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.231
Epoch  31 Batch  691/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.890, Loss:  0.268
Epoch  31 Batch  692/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.219
Epoch  31 Batch  693/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.897, Loss:  0.262
Epoch  31 Batch  694/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.227
Epoch  31 Batch  695/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.218
Epoch  31 Batch  696/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.893, Loss:  0.254
Epoch  31 Batch  697/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.213
Epoch  31 Batch  698/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.215
Epoch  31 Batch  699/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.219
Epoch  31 Batch  700/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.201
Epoch  31 Batch  701/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.232
Epoch  31 Batch  702/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.258
Epoch  31 Batch  703/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.236
Epoch  31 Batch  704/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.236
Epoch  31 Batch  705/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.236
Epoch  31 Batch  706/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.891, Loss:  0.258
Epoch  31 Batch  707/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.227
Epoch  31 Batch  708/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.896, Loss:  0.220
Epoch  31 Batch  709/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.895, Loss:  0.252
Epoch  31 Batch  710/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.220
Epoch  31 Batch  711/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.899, Loss:  0.268
Epoch  31 Batch  712/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.236
Epoch  31 Batch  713/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.211
Epoch  31 Batch  714/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.228
Epoch  31 Batch  715/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.900, Loss:  0.255
Epoch  31 Batch  716/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.900, Loss:  0.197
Epoch  31 Batch  717/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.896, Loss:  0.215
Epoch  31 Batch  718/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.222
Epoch  31 Batch  719/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.215
Epoch  31 Batch  720/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.896, Loss:  0.261
Epoch  31 Batch  721/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.225
Epoch  31 Batch  722/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.900, Loss:  0.213
Epoch  31 Batch  723/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.234
Epoch  31 Batch  724/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.261
Epoch  31 Batch  725/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.211
Epoch  31 Batch  726/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.213
Epoch  31 Batch  727/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.899, Loss:  0.212
Epoch  31 Batch  728/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.898, Loss:  0.253
Epoch  31 Batch  729/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.254
Epoch  31 Batch  730/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.242
Epoch  31 Batch  731/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.257
Epoch  31 Batch  732/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.894, Loss:  0.246
Epoch  31 Batch  733/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.245
Epoch  31 Batch  734/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.266
Epoch  31 Batch  735/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.224
Epoch  31 Batch  736/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.219
Epoch  31 Batch  737/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.894, Loss:  0.260
Epoch  31 Batch  738/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.894, Loss:  0.189
Epoch  31 Batch  739/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.224
Epoch  31 Batch  740/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.209
Epoch  31 Batch  741/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.895, Loss:  0.252
Epoch  31 Batch  742/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.225
Epoch  31 Batch  743/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.222
Epoch  31 Batch  744/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.219
Epoch  31 Batch  745/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.227
Epoch  31 Batch  746/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.233
Epoch  31 Batch  747/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.209
Epoch  31 Batch  748/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.215
Epoch  31 Batch  749/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.236
Epoch  31 Batch  750/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.900, Loss:  0.233
Epoch  31 Batch  751/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.900, Loss:  0.228
Epoch  31 Batch  752/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.899, Loss:  0.227
Epoch  31 Batch  753/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.243
Epoch  31 Batch  754/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.894, Loss:  0.256
Epoch  31 Batch  755/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.891, Loss:  0.242
Epoch  31 Batch  756/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.230
Epoch  31 Batch  757/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.891, Loss:  0.264
Epoch  31 Batch  758/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.213
Epoch  31 Batch  759/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.197
Epoch  31 Batch  760/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.240
Epoch  31 Batch  761/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.225
Epoch  31 Batch  762/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.895, Loss:  0.203
Epoch  31 Batch  763/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.210
Epoch  31 Batch  764/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.227
Epoch  31 Batch  765/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.249
Epoch  31 Batch  766/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.250
Epoch  31 Batch  767/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.224
Epoch  31 Batch  768/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.891, Loss:  0.218
Epoch  31 Batch  769/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.234
Epoch  31 Batch  770/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.895, Loss:  0.221
Epoch  31 Batch  771/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.236
Epoch  31 Batch  772/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.892, Loss:  0.234
Epoch  31 Batch  773/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.216
Epoch  31 Batch  774/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.241
Epoch  31 Batch  775/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.224
Epoch  31 Batch  776/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.220
Epoch  31 Batch  777/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.897, Loss:  0.225
Epoch  31 Batch  778/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.219
Epoch  31 Batch  779/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.227
Epoch  31 Batch  780/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.898, Loss:  0.267
Epoch  31 Batch  781/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.191
Epoch  31 Batch  782/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.235
Epoch  31 Batch  783/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.240
Epoch  31 Batch  784/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.211
Epoch  31 Batch  785/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.893, Loss:  0.218
Epoch  31 Batch  786/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.226
Epoch  31 Batch  787/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.219
Epoch  31 Batch  788/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.223
Epoch  31 Batch  789/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.242
Epoch  31 Batch  790/1077 - Train Accuracy:  0.831, Validation Accuracy:  0.890, Loss:  0.250
Epoch  31 Batch  791/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.248
Epoch  31 Batch  792/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.236
Epoch  31 Batch  793/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.232
Epoch  31 Batch  794/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.883, Loss:  0.225
Epoch  31 Batch  795/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.252
Epoch  31 Batch  796/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.227
Epoch  31 Batch  797/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.889, Loss:  0.223
Epoch  31 Batch  798/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.891, Loss:  0.239
Epoch  31 Batch  799/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.887, Loss:  0.258
Epoch  31 Batch  800/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.886, Loss:  0.226
Epoch  31 Batch  801/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.889, Loss:  0.244
Epoch  31 Batch  802/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.239
Epoch  31 Batch  803/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.240
Epoch  31 Batch  804/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.881, Loss:  0.219
Epoch  31 Batch  805/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.252
Epoch  31 Batch  806/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.886, Loss:  0.215
Epoch  31 Batch  807/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.210
Epoch  31 Batch  808/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.247
Epoch  31 Batch  809/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.259
Epoch  31 Batch  810/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.203
Epoch  31 Batch  811/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.887, Loss:  0.221
Epoch  31 Batch  812/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.267
Epoch  31 Batch  813/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.224
Epoch  31 Batch  814/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.264
Epoch  31 Batch  815/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.213
Epoch  31 Batch  816/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.231
Epoch  31 Batch  817/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.250
Epoch  31 Batch  818/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.255
Epoch  31 Batch  819/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.228
Epoch  31 Batch  820/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.891, Loss:  0.236
Epoch  31 Batch  821/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.233
Epoch  31 Batch  822/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.218
Epoch  31 Batch  823/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.244
Epoch  31 Batch  824/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.229
Epoch  31 Batch  825/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.893, Loss:  0.222
Epoch  31 Batch  826/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.894, Loss:  0.203
Epoch  31 Batch  827/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.234
Epoch  31 Batch  828/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.220
Epoch  31 Batch  829/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.888, Loss:  0.264
Epoch  31 Batch  830/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.879, Loss:  0.249
Epoch  31 Batch  831/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.880, Loss:  0.238
Epoch  31 Batch  832/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.880, Loss:  0.218
Epoch  31 Batch  833/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.878, Loss:  0.251
Epoch  31 Batch  834/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.882, Loss:  0.236
Epoch  31 Batch  835/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.238
Epoch  31 Batch  836/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.883, Loss:  0.231
Epoch  31 Batch  837/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.883, Loss:  0.270
Epoch  31 Batch  838/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.884, Loss:  0.223
Epoch  31 Batch  839/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.884, Loss:  0.224
Epoch  31 Batch  840/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.219
Epoch  31 Batch  841/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.892, Loss:  0.252
Epoch  31 Batch  842/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.205
Epoch  31 Batch  843/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.231
Epoch  31 Batch  844/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.220
Epoch  31 Batch  845/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.894, Loss:  0.220
Epoch  31 Batch  846/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.885, Loss:  0.249
Epoch  31 Batch  847/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.252
Epoch  31 Batch  848/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.227
Epoch  31 Batch  849/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.215
Epoch  31 Batch  850/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.268
Epoch  31 Batch  851/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.244
Epoch  31 Batch  852/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.245
Epoch  31 Batch  853/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.214
Epoch  31 Batch  854/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.253
Epoch  31 Batch  855/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.224
Epoch  31 Batch  856/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.247
Epoch  31 Batch  857/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.220
Epoch  31 Batch  858/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.218
Epoch  31 Batch  859/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.251
Epoch  31 Batch  860/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.224
Epoch  31 Batch  861/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.907, Loss:  0.226
Epoch  31 Batch  862/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.906, Loss:  0.233
Epoch  31 Batch  863/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.209
Epoch  31 Batch  864/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.906, Loss:  0.233
Epoch  31 Batch  865/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.230
Epoch  31 Batch  866/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.249
Epoch  31 Batch  867/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.902, Loss:  0.276
Epoch  31 Batch  868/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.240
Epoch  31 Batch  869/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.902, Loss:  0.217
Epoch  31 Batch  870/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.250
Epoch  31 Batch  871/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.903, Loss:  0.245
Epoch  31 Batch  872/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.224
Epoch  31 Batch  873/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.903, Loss:  0.237
Epoch  31 Batch  874/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.903, Loss:  0.236
Epoch  31 Batch  875/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.238
Epoch  31 Batch  876/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.238
Epoch  31 Batch  877/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.214
Epoch  31 Batch  878/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.233
Epoch  31 Batch  879/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.203
Epoch  31 Batch  880/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.232
Epoch  31 Batch  881/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.234
Epoch  31 Batch  882/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.257
Epoch  31 Batch  883/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.309
Epoch  31 Batch  884/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.217
Epoch  31 Batch  885/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.193
Epoch  31 Batch  886/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.897, Loss:  0.234
Epoch  31 Batch  887/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.236
Epoch  31 Batch  888/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.220
Epoch  31 Batch  889/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.235
Epoch  31 Batch  890/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.211
Epoch  31 Batch  891/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.244
Epoch  31 Batch  892/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.887, Loss:  0.219
Epoch  31 Batch  893/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.889, Loss:  0.233
Epoch  31 Batch  894/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.888, Loss:  0.225
Epoch  31 Batch  895/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.224
Epoch  31 Batch  896/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.888, Loss:  0.256
Epoch  31 Batch  897/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.226
Epoch  31 Batch  898/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.883, Loss:  0.209
Epoch  31 Batch  899/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.249
Epoch  31 Batch  900/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.887, Loss:  0.254
Epoch  31 Batch  901/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.242
Epoch  31 Batch  902/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.897, Loss:  0.250
Epoch  31 Batch  903/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.207
Epoch  31 Batch  904/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.233
Epoch  31 Batch  905/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.214
Epoch  31 Batch  906/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.233
Epoch  31 Batch  907/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.891, Loss:  0.231
Epoch  31 Batch  908/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.235
Epoch  31 Batch  909/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.244
Epoch  31 Batch  910/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.215
Epoch  31 Batch  911/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.224
Epoch  31 Batch  912/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.237
Epoch  31 Batch  913/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.289
Epoch  31 Batch  914/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.245
Epoch  31 Batch  915/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.895, Loss:  0.233
Epoch  31 Batch  916/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.230
Epoch  31 Batch  917/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.228
Epoch  31 Batch  918/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.207
Epoch  31 Batch  919/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.220
Epoch  31 Batch  920/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.242
Epoch  31 Batch  921/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.229
Epoch  31 Batch  922/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.230
Epoch  31 Batch  923/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.204
Epoch  31 Batch  924/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.255
Epoch  31 Batch  925/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.232
Epoch  31 Batch  926/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.251
Epoch  31 Batch  927/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.898, Loss:  0.240
Epoch  31 Batch  928/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.238
Epoch  31 Batch  929/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.250
Epoch  31 Batch  930/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.887, Loss:  0.235
Epoch  31 Batch  931/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.224
Epoch  31 Batch  932/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.224
Epoch  31 Batch  933/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.243
Epoch  31 Batch  934/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.893, Loss:  0.247
Epoch  31 Batch  935/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.251
Epoch  31 Batch  936/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.233
Epoch  31 Batch  937/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.253
Epoch  31 Batch  938/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.897, Loss:  0.260
Epoch  31 Batch  939/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.254
Epoch  31 Batch  940/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.237
Epoch  31 Batch  941/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.225
Epoch  31 Batch  942/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.225
Epoch  31 Batch  943/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.242
Epoch  31 Batch  944/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.897, Loss:  0.210
Epoch  31 Batch  945/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.216
Epoch  31 Batch  946/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.897, Loss:  0.227
Epoch  31 Batch  947/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.902, Loss:  0.249
Epoch  31 Batch  948/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.225
Epoch  31 Batch  949/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.199
Epoch  31 Batch  950/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.218
Epoch  31 Batch  951/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.903, Loss:  0.219
Epoch  31 Batch  952/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.214
Epoch  31 Batch  953/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.901, Loss:  0.215
Epoch  31 Batch  954/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.242
Epoch  31 Batch  955/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.904, Loss:  0.233
Epoch  31 Batch  956/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.236
Epoch  31 Batch  957/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.231
Epoch  31 Batch  958/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.246
Epoch  31 Batch  959/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.223
Epoch  31 Batch  960/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.228
Epoch  31 Batch  961/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.901, Loss:  0.263
Epoch  31 Batch  962/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.221
Epoch  31 Batch  963/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.254
Epoch  31 Batch  964/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.201
Epoch  31 Batch  965/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.888, Loss:  0.273
Epoch  31 Batch  966/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.188
Epoch  31 Batch  967/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.222
Epoch  31 Batch  968/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.261
Epoch  31 Batch  969/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.260
Epoch  31 Batch  970/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.885, Loss:  0.258
Epoch  31 Batch  971/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.232
Epoch  31 Batch  972/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.229
Epoch  31 Batch  973/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.881, Loss:  0.206
Epoch  31 Batch  974/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.211
Epoch  31 Batch  975/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.885, Loss:  0.225
Epoch  31 Batch  976/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.218
Epoch  31 Batch  977/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.206
Epoch  31 Batch  978/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.237
Epoch  31 Batch  979/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.238
Epoch  31 Batch  980/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.228
Epoch  31 Batch  981/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.246
Epoch  31 Batch  982/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.887, Loss:  0.252
Epoch  31 Batch  983/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.244
Epoch  31 Batch  984/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.887, Loss:  0.248
Epoch  31 Batch  985/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.887, Loss:  0.217
Epoch  31 Batch  986/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.238
Epoch  31 Batch  987/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.211
Epoch  31 Batch  988/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.268
Epoch  31 Batch  989/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.886, Loss:  0.254
Epoch  31 Batch  990/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.245
Epoch  31 Batch  991/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.236
Epoch  31 Batch  992/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.882, Loss:  0.239
Epoch  31 Batch  993/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.882, Loss:  0.199
Epoch  31 Batch  994/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.882, Loss:  0.218
Epoch  31 Batch  995/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.883, Loss:  0.235
Epoch  31 Batch  996/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.884, Loss:  0.222
Epoch  31 Batch  997/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.887, Loss:  0.232
Epoch  31 Batch  998/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.224
Epoch  31 Batch  999/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.233
Epoch  31 Batch 1000/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.202
Epoch  31 Batch 1001/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.206
Epoch  31 Batch 1002/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.207
Epoch  31 Batch 1003/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.235
Epoch  31 Batch 1004/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.238
Epoch  31 Batch 1005/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.890, Loss:  0.229
Epoch  31 Batch 1006/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.201
Epoch  31 Batch 1007/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.213
Epoch  31 Batch 1008/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.263
Epoch  31 Batch 1009/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.890, Loss:  0.202
Epoch  31 Batch 1010/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.889, Loss:  0.227
Epoch  31 Batch 1011/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.243
Epoch  31 Batch 1012/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.202
Epoch  31 Batch 1013/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.214
Epoch  31 Batch 1014/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.892, Loss:  0.254
Epoch  31 Batch 1015/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.277
Epoch  31 Batch 1016/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.893, Loss:  0.253
Epoch  31 Batch 1017/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.222
Epoch  31 Batch 1018/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.891, Loss:  0.242
Epoch  31 Batch 1019/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.251
Epoch  31 Batch 1020/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.893, Loss:  0.222
Epoch  31 Batch 1021/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.884, Loss:  0.215
Epoch  31 Batch 1022/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.883, Loss:  0.205
Epoch  31 Batch 1023/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.879, Loss:  0.201
Epoch  31 Batch 1024/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.879, Loss:  0.243
Epoch  31 Batch 1025/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.880, Loss:  0.232
Epoch  31 Batch 1026/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.885, Loss:  0.261
Epoch  31 Batch 1027/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.254
Epoch  31 Batch 1028/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.228
Epoch  31 Batch 1029/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.226
Epoch  31 Batch 1030/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.238
Epoch  31 Batch 1031/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.256
Epoch  31 Batch 1032/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.896, Loss:  0.247
Epoch  31 Batch 1033/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.896, Loss:  0.224
Epoch  31 Batch 1034/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.228
Epoch  31 Batch 1035/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.886, Loss:  0.196
Epoch  31 Batch 1036/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.244
Epoch  31 Batch 1037/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.249
Epoch  31 Batch 1038/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.886, Loss:  0.246
Epoch  31 Batch 1039/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.234
Epoch  31 Batch 1040/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.256
Epoch  31 Batch 1041/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.883, Loss:  0.255
Epoch  31 Batch 1042/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.883, Loss:  0.228
Epoch  31 Batch 1043/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.250
Epoch  31 Batch 1044/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.885, Loss:  0.243
Epoch  31 Batch 1045/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.237
Epoch  31 Batch 1046/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.195
Epoch  31 Batch 1047/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.238
Epoch  31 Batch 1048/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.217
Epoch  31 Batch 1049/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.265
Epoch  31 Batch 1050/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.232
Epoch  31 Batch 1051/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.218
Epoch  31 Batch 1052/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.224
Epoch  31 Batch 1053/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.235
Epoch  31 Batch 1054/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.209
Epoch  31 Batch 1055/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.904, Loss:  0.215
Epoch  31 Batch 1056/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.215
Epoch  31 Batch 1057/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.909, Loss:  0.241
Epoch  31 Batch 1058/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.909, Loss:  0.259
Epoch  31 Batch 1059/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.911, Loss:  0.255
Epoch  31 Batch 1060/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.216
Epoch  31 Batch 1061/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.911, Loss:  0.259
Epoch  31 Batch 1062/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.911, Loss:  0.223
Epoch  31 Batch 1063/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.906, Loss:  0.234
Epoch  31 Batch 1064/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.235
Epoch  31 Batch 1065/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.233
Epoch  31 Batch 1066/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.197
Epoch  31 Batch 1067/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.233
Epoch  31 Batch 1068/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.222
Epoch  31 Batch 1069/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.180
Epoch  31 Batch 1070/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.895, Loss:  0.230
Epoch  31 Batch 1071/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.220
Epoch  31 Batch 1072/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.225
Epoch  31 Batch 1073/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.247
Epoch  31 Batch 1074/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.258
Epoch  31 Batch 1075/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.890, Loss:  0.253
Epoch  32 Batch    0/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.207
Epoch  32 Batch    1/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.882, Loss:  0.216
Epoch  32 Batch    2/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.884, Loss:  0.241
Epoch  32 Batch    3/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.883, Loss:  0.243
Epoch  32 Batch    4/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.883, Loss:  0.227
Epoch  32 Batch    5/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.259
Epoch  32 Batch    6/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.248
Epoch  32 Batch    7/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.884, Loss:  0.222
Epoch  32 Batch    8/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.885, Loss:  0.217
Epoch  32 Batch    9/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.218
Epoch  32 Batch   10/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.885, Loss:  0.244
Epoch  32 Batch   11/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.891, Loss:  0.242
Epoch  32 Batch   12/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.237
Epoch  32 Batch   13/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.892, Loss:  0.235
Epoch  32 Batch   14/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.207
Epoch  32 Batch   15/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.227
Epoch  32 Batch   16/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.222
Epoch  32 Batch   17/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.242
Epoch  32 Batch   18/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.246
Epoch  32 Batch   19/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.234
Epoch  32 Batch   20/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.209
Epoch  32 Batch   21/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.247
Epoch  32 Batch   22/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.242
Epoch  32 Batch   23/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.217
Epoch  32 Batch   24/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.224
Epoch  32 Batch   25/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.886, Loss:  0.214
Epoch  32 Batch   26/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.247
Epoch  32 Batch   27/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.880, Loss:  0.210
Epoch  32 Batch   28/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.876, Loss:  0.244
Epoch  32 Batch   29/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.875, Loss:  0.217
Epoch  32 Batch   30/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.879, Loss:  0.212
Epoch  32 Batch   31/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.226
Epoch  32 Batch   32/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.879, Loss:  0.213
Epoch  32 Batch   33/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.881, Loss:  0.213
Epoch  32 Batch   34/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.249
Epoch  32 Batch   35/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.881, Loss:  0.232
Epoch  32 Batch   36/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.245
Epoch  32 Batch   37/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.882, Loss:  0.233
Epoch  32 Batch   38/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.262
Epoch  32 Batch   39/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.880, Loss:  0.269
Epoch  32 Batch   40/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.888, Loss:  0.237
Epoch  32 Batch   41/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.888, Loss:  0.217
Epoch  32 Batch   42/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.884, Loss:  0.262
Epoch  32 Batch   43/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.203
Epoch  32 Batch   44/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.218
Epoch  32 Batch   45/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.891, Loss:  0.238
Epoch  32 Batch   46/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.892, Loss:  0.253
Epoch  32 Batch   47/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.893, Loss:  0.242
Epoch  32 Batch   48/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.898, Loss:  0.261
Epoch  32 Batch   49/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.245
Epoch  32 Batch   50/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.898, Loss:  0.220
Epoch  32 Batch   51/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.230
Epoch  32 Batch   52/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.233
Epoch  32 Batch   53/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.226
Epoch  32 Batch   54/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.263
Epoch  32 Batch   55/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.892, Loss:  0.215
Epoch  32 Batch   56/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.210
Epoch  32 Batch   57/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.889, Loss:  0.201
Epoch  32 Batch   58/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.221
Epoch  32 Batch   59/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.889, Loss:  0.247
Epoch  32 Batch   60/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.217
Epoch  32 Batch   61/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.889, Loss:  0.247
Epoch  32 Batch   62/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.883, Loss:  0.255
Epoch  32 Batch   63/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.885, Loss:  0.222
Epoch  32 Batch   64/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.218
Epoch  32 Batch   65/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.236
Epoch  32 Batch   66/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.209
Epoch  32 Batch   67/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.215
Epoch  32 Batch   68/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.882, Loss:  0.262
Epoch  32 Batch   69/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.882, Loss:  0.253
Epoch  32 Batch   70/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.886, Loss:  0.251
Epoch  32 Batch   71/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.210
Epoch  32 Batch   72/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.227
Epoch  32 Batch   73/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.883, Loss:  0.250
Epoch  32 Batch   74/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.207
Epoch  32 Batch   75/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.270
Epoch  32 Batch   76/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.887, Loss:  0.213
Epoch  32 Batch   77/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.244
Epoch  32 Batch   78/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.878, Loss:  0.240
Epoch  32 Batch   79/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.878, Loss:  0.233
Epoch  32 Batch   80/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.879, Loss:  0.225
Epoch  32 Batch   81/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.205
Epoch  32 Batch   82/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.202
Epoch  32 Batch   83/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.883, Loss:  0.242
Epoch  32 Batch   84/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.223
Epoch  32 Batch   85/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.219
Epoch  32 Batch   86/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.213
Epoch  32 Batch   87/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.896, Loss:  0.271
Epoch  32 Batch   88/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.893, Loss:  0.245
Epoch  32 Batch   89/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.894, Loss:  0.234
Epoch  32 Batch   90/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.246
Epoch  32 Batch   91/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.892, Loss:  0.188
Epoch  32 Batch   92/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.236
Epoch  32 Batch   93/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.225
Epoch  32 Batch   94/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.897, Loss:  0.215
Epoch  32 Batch   95/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.251
Epoch  32 Batch   96/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.889, Loss:  0.235
Epoch  32 Batch   97/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.894, Loss:  0.227
Epoch  32 Batch   98/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.229
Epoch  32 Batch   99/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.242
Epoch  32 Batch  100/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.230
Epoch  32 Batch  101/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.898, Loss:  0.229
Epoch  32 Batch  102/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.203
Epoch  32 Batch  103/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.897, Loss:  0.274
Epoch  32 Batch  104/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.233
Epoch  32 Batch  105/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.231
Epoch  32 Batch  106/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.277
Epoch  32 Batch  107/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.889, Loss:  0.251
Epoch  32 Batch  108/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.884, Loss:  0.198
Epoch  32 Batch  109/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.227
Epoch  32 Batch  110/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.880, Loss:  0.189
Epoch  32 Batch  111/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.216
Epoch  32 Batch  112/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.890, Loss:  0.205
Epoch  32 Batch  113/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.247
Epoch  32 Batch  114/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.227
Epoch  32 Batch  115/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.242
Epoch  32 Batch  116/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.886, Loss:  0.218
Epoch  32 Batch  117/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.239
Epoch  32 Batch  118/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.881, Loss:  0.235
Epoch  32 Batch  119/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.880, Loss:  0.231
Epoch  32 Batch  120/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.262
Epoch  32 Batch  121/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.893, Loss:  0.228
Epoch  32 Batch  122/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.214
Epoch  32 Batch  123/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.194
Epoch  32 Batch  124/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.243
Epoch  32 Batch  125/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.226
Epoch  32 Batch  126/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.202
Epoch  32 Batch  127/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.204
Epoch  32 Batch  128/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.219
Epoch  32 Batch  129/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.909, Loss:  0.249
Epoch  32 Batch  130/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.209
Epoch  32 Batch  131/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.212
Epoch  32 Batch  132/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.239
Epoch  32 Batch  133/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.219
Epoch  32 Batch  134/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.223
Epoch  32 Batch  135/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.223
Epoch  32 Batch  136/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.223
Epoch  32 Batch  137/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.193
Epoch  32 Batch  138/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.218
Epoch  32 Batch  139/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.227
Epoch  32 Batch  140/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.886, Loss:  0.243
Epoch  32 Batch  141/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.213
Epoch  32 Batch  142/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.206
Epoch  32 Batch  143/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.885, Loss:  0.235
Epoch  32 Batch  144/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.258
Epoch  32 Batch  145/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.887, Loss:  0.238
Epoch  32 Batch  146/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.883, Loss:  0.265
Epoch  32 Batch  147/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.887, Loss:  0.238
Epoch  32 Batch  148/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.230
Epoch  32 Batch  149/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.228
Epoch  32 Batch  150/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.218
Epoch  32 Batch  151/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.208
Epoch  32 Batch  152/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.251
Epoch  32 Batch  153/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.256
Epoch  32 Batch  154/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.241
Epoch  32 Batch  155/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.247
Epoch  32 Batch  156/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.222
Epoch  32 Batch  157/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.230
Epoch  32 Batch  158/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.243
Epoch  32 Batch  159/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.180
Epoch  32 Batch  160/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.218
Epoch  32 Batch  161/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.229
Epoch  32 Batch  162/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.254
Epoch  32 Batch  163/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.259
Epoch  32 Batch  164/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.896, Loss:  0.254
Epoch  32 Batch  165/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.228
Epoch  32 Batch  166/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.243
Epoch  32 Batch  167/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.901, Loss:  0.224
Epoch  32 Batch  168/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.904, Loss:  0.275
Epoch  32 Batch  169/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.905, Loss:  0.219
Epoch  32 Batch  170/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.901, Loss:  0.238
Epoch  32 Batch  171/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.213
Epoch  32 Batch  172/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.221
Epoch  32 Batch  173/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.906, Loss:  0.238
Epoch  32 Batch  174/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.225
Epoch  32 Batch  175/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.232
Epoch  32 Batch  176/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.233
Epoch  32 Batch  177/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.901, Loss:  0.240
Epoch  32 Batch  178/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.220
Epoch  32 Batch  179/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.241
Epoch  32 Batch  180/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.206
Epoch  32 Batch  181/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.249
Epoch  32 Batch  182/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.243
Epoch  32 Batch  183/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.895, Loss:  0.246
Epoch  32 Batch  184/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.229
Epoch  32 Batch  185/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.896, Loss:  0.241
Epoch  32 Batch  186/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.228
Epoch  32 Batch  187/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.235
Epoch  32 Batch  188/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.228
Epoch  32 Batch  189/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.220
Epoch  32 Batch  190/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.232
Epoch  32 Batch  191/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.203
Epoch  32 Batch  192/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.229
Epoch  32 Batch  193/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.215
Epoch  32 Batch  194/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.212
Epoch  32 Batch  195/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.213
Epoch  32 Batch  196/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.213
Epoch  32 Batch  197/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.232
Epoch  32 Batch  198/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.219
Epoch  32 Batch  199/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.223
Epoch  32 Batch  200/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.222
Epoch  32 Batch  201/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.194
Epoch  32 Batch  202/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.230
Epoch  32 Batch  203/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.215
Epoch  32 Batch  204/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.893, Loss:  0.250
Epoch  32 Batch  205/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.888, Loss:  0.222
Epoch  32 Batch  206/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.222
Epoch  32 Batch  207/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.214
Epoch  32 Batch  208/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.257
Epoch  32 Batch  209/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.896, Loss:  0.192
Epoch  32 Batch  210/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.236
Epoch  32 Batch  211/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.224
Epoch  32 Batch  212/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.196
Epoch  32 Batch  213/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.898, Loss:  0.199
Epoch  32 Batch  214/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.214
Epoch  32 Batch  215/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.896, Loss:  0.252
Epoch  32 Batch  216/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.231
Epoch  32 Batch  217/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.201
Epoch  32 Batch  218/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.258
Epoch  32 Batch  219/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.891, Loss:  0.220
Epoch  32 Batch  220/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.235
Epoch  32 Batch  221/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.213
Epoch  32 Batch  222/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.890, Loss:  0.227
Epoch  32 Batch  223/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.890, Loss:  0.204
Epoch  32 Batch  224/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.890, Loss:  0.238
Epoch  32 Batch  225/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.242
Epoch  32 Batch  226/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.890, Loss:  0.223
Epoch  32 Batch  227/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.889, Loss:  0.241
Epoch  32 Batch  228/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.210
Epoch  32 Batch  229/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.881, Loss:  0.236
Epoch  32 Batch  230/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.198
Epoch  32 Batch  231/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.881, Loss:  0.249
Epoch  32 Batch  232/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.881, Loss:  0.240
Epoch  32 Batch  233/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.242
Epoch  32 Batch  234/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.881, Loss:  0.261
Epoch  32 Batch  235/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.227
Epoch  32 Batch  236/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.243
Epoch  32 Batch  237/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.204
Epoch  32 Batch  238/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.221
Epoch  32 Batch  239/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.885, Loss:  0.200
Epoch  32 Batch  240/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.888, Loss:  0.226
Epoch  32 Batch  241/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.889, Loss:  0.193
Epoch  32 Batch  242/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.222
Epoch  32 Batch  243/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.243
Epoch  32 Batch  244/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.876, Loss:  0.228
Epoch  32 Batch  245/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.876, Loss:  0.195
Epoch  32 Batch  246/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.877, Loss:  0.227
Epoch  32 Batch  247/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.878, Loss:  0.218
Epoch  32 Batch  248/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.877, Loss:  0.211
Epoch  32 Batch  249/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.216
Epoch  32 Batch  250/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.207
Epoch  32 Batch  251/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.217
Epoch  32 Batch  252/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.213
Epoch  32 Batch  253/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.222
Epoch  32 Batch  254/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.870, Loss:  0.226
Epoch  32 Batch  255/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.870, Loss:  0.232
Epoch  32 Batch  256/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.243
Epoch  32 Batch  257/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.871, Loss:  0.229
Epoch  32 Batch  258/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.871, Loss:  0.224
Epoch  32 Batch  259/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.871, Loss:  0.214
Epoch  32 Batch  260/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.871, Loss:  0.215
Epoch  32 Batch  261/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.870, Loss:  0.215
Epoch  32 Batch  262/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.869, Loss:  0.206
Epoch  32 Batch  263/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.870, Loss:  0.208
Epoch  32 Batch  264/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.235
Epoch  32 Batch  265/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.869, Loss:  0.239
Epoch  32 Batch  266/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.873, Loss:  0.224
Epoch  32 Batch  267/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.873, Loss:  0.210
Epoch  32 Batch  268/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.874, Loss:  0.225
Epoch  32 Batch  269/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.879, Loss:  0.241
Epoch  32 Batch  270/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.879, Loss:  0.254
Epoch  32 Batch  271/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.879, Loss:  0.211
Epoch  32 Batch  272/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.876, Loss:  0.285
Epoch  32 Batch  273/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.875, Loss:  0.208
Epoch  32 Batch  274/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.870, Loss:  0.238
Epoch  32 Batch  275/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.865, Loss:  0.233
Epoch  32 Batch  276/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.865, Loss:  0.262
Epoch  32 Batch  277/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.878, Loss:  0.201
Epoch  32 Batch  278/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.879, Loss:  0.247
Epoch  32 Batch  279/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.879, Loss:  0.261
Epoch  32 Batch  280/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.885, Loss:  0.241
Epoch  32 Batch  281/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.889, Loss:  0.248
Epoch  32 Batch  282/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.884, Loss:  0.254
Epoch  32 Batch  283/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.884, Loss:  0.231
Epoch  32 Batch  284/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.878, Loss:  0.234
Epoch  32 Batch  285/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.877, Loss:  0.248
Epoch  32 Batch  286/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.876, Loss:  0.233
Epoch  32 Batch  287/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.882, Loss:  0.237
Epoch  32 Batch  288/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.226
Epoch  32 Batch  289/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.232
Epoch  32 Batch  290/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.249
Epoch  32 Batch  291/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.250
Epoch  32 Batch  292/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.217
Epoch  32 Batch  293/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.903, Loss:  0.252
Epoch  32 Batch  294/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.230
Epoch  32 Batch  295/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.894, Loss:  0.258
Epoch  32 Batch  296/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.215
Epoch  32 Batch  297/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.888, Loss:  0.257
Epoch  32 Batch  298/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.256
Epoch  32 Batch  299/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.888, Loss:  0.208
Epoch  32 Batch  300/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.884, Loss:  0.219
Epoch  32 Batch  301/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.887, Loss:  0.221
Epoch  32 Batch  302/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.222
Epoch  32 Batch  303/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.272
Epoch  32 Batch  304/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.222
Epoch  32 Batch  305/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.232
Epoch  32 Batch  306/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.236
Epoch  32 Batch  307/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.895, Loss:  0.253
Epoch  32 Batch  308/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.253
Epoch  32 Batch  309/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.198
Epoch  32 Batch  310/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.890, Loss:  0.237
Epoch  32 Batch  311/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.213
Epoch  32 Batch  312/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.890, Loss:  0.244
Epoch  32 Batch  313/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.199
Epoch  32 Batch  314/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.888, Loss:  0.224
Epoch  32 Batch  315/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.887, Loss:  0.208
Epoch  32 Batch  316/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.887, Loss:  0.203
Epoch  32 Batch  317/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.258
Epoch  32 Batch  318/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.235
Epoch  32 Batch  319/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.886, Loss:  0.235
Epoch  32 Batch  320/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.238
Epoch  32 Batch  321/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.886, Loss:  0.225
Epoch  32 Batch  322/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.881, Loss:  0.209
Epoch  32 Batch  323/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.878, Loss:  0.244
Epoch  32 Batch  324/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.872, Loss:  0.222
Epoch  32 Batch  325/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.873, Loss:  0.213
Epoch  32 Batch  326/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.872, Loss:  0.205
Epoch  32 Batch  327/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.872, Loss:  0.265
Epoch  32 Batch  328/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.874, Loss:  0.241
Epoch  32 Batch  329/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.880, Loss:  0.236
Epoch  32 Batch  330/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.248
Epoch  32 Batch  331/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.240
Epoch  32 Batch  332/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.892, Loss:  0.196
Epoch  32 Batch  333/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.217
Epoch  32 Batch  334/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.233
Epoch  32 Batch  335/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.216
Epoch  32 Batch  336/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.251
Epoch  32 Batch  337/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.898, Loss:  0.266
Epoch  32 Batch  338/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.898, Loss:  0.273
Epoch  32 Batch  339/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.894, Loss:  0.202
Epoch  32 Batch  340/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.206
Epoch  32 Batch  341/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.890, Loss:  0.276
Epoch  32 Batch  342/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.890, Loss:  0.214
Epoch  32 Batch  343/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.233
Epoch  32 Batch  344/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.890, Loss:  0.227
Epoch  32 Batch  345/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.226
Epoch  32 Batch  346/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.243
Epoch  32 Batch  347/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.219
Epoch  32 Batch  348/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.208
Epoch  32 Batch  349/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.898, Loss:  0.215
Epoch  32 Batch  350/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.242
Epoch  32 Batch  351/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.228
Epoch  32 Batch  352/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.235
Epoch  32 Batch  353/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.885, Loss:  0.258
Epoch  32 Batch  354/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.241
Epoch  32 Batch  355/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.885, Loss:  0.232
Epoch  32 Batch  356/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.216
Epoch  32 Batch  357/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.203
Epoch  32 Batch  358/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.892, Loss:  0.257
Epoch  32 Batch  359/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.239
Epoch  32 Batch  360/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.258
Epoch  32 Batch  361/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.234
Epoch  32 Batch  362/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.892, Loss:  0.225
Epoch  32 Batch  363/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.884, Loss:  0.273
Epoch  32 Batch  364/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.264
Epoch  32 Batch  365/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.223
Epoch  32 Batch  366/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.882, Loss:  0.221
Epoch  32 Batch  367/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.206
Epoch  32 Batch  368/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.237
Epoch  32 Batch  369/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.211
Epoch  32 Batch  370/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.890, Loss:  0.234
Epoch  32 Batch  371/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.230
Epoch  32 Batch  372/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.890, Loss:  0.211
Epoch  32 Batch  373/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.201
Epoch  32 Batch  374/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.891, Loss:  0.243
Epoch  32 Batch  375/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.229
Epoch  32 Batch  376/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.232
Epoch  32 Batch  377/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.252
Epoch  32 Batch  378/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.216
Epoch  32 Batch  379/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.881, Loss:  0.235
Epoch  32 Batch  380/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.197
Epoch  32 Batch  381/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.884, Loss:  0.229
Epoch  32 Batch  382/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.884, Loss:  0.254
Epoch  32 Batch  383/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.882, Loss:  0.214
Epoch  32 Batch  384/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.225
Epoch  32 Batch  385/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.237
Epoch  32 Batch  386/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.884, Loss:  0.213
Epoch  32 Batch  387/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.880, Loss:  0.232
Epoch  32 Batch  388/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.880, Loss:  0.218
Epoch  32 Batch  389/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.212
Epoch  32 Batch  390/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.879, Loss:  0.233
Epoch  32 Batch  391/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.243
Epoch  32 Batch  392/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.253
Epoch  32 Batch  393/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.206
Epoch  32 Batch  394/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.225
Epoch  32 Batch  395/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.886, Loss:  0.218
Epoch  32 Batch  396/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.240
Epoch  32 Batch  397/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.229
Epoch  32 Batch  398/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.240
Epoch  32 Batch  399/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.896, Loss:  0.244
Epoch  32 Batch  400/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.249
Epoch  32 Batch  401/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.225
Epoch  32 Batch  402/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.235
Epoch  32 Batch  403/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.899, Loss:  0.255
Epoch  32 Batch  404/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.214
Epoch  32 Batch  405/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.899, Loss:  0.243
Epoch  32 Batch  406/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.894, Loss:  0.197
Epoch  32 Batch  407/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.254
Epoch  32 Batch  408/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.892, Loss:  0.256
Epoch  32 Batch  409/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.888, Loss:  0.250
Epoch  32 Batch  410/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.886, Loss:  0.243
Epoch  32 Batch  411/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.229
Epoch  32 Batch  412/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.890, Loss:  0.209
Epoch  32 Batch  413/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.217
Epoch  32 Batch  414/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.893, Loss:  0.234
Epoch  32 Batch  415/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.231
Epoch  32 Batch  416/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.229
Epoch  32 Batch  417/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.269
Epoch  32 Batch  418/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.233
Epoch  32 Batch  419/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.215
Epoch  32 Batch  420/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.888, Loss:  0.226
Epoch  32 Batch  421/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.257
Epoch  32 Batch  422/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.229
Epoch  32 Batch  423/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.242
Epoch  32 Batch  424/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.890, Loss:  0.233
Epoch  32 Batch  425/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.218
Epoch  32 Batch  426/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.890, Loss:  0.264
Epoch  32 Batch  427/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.230
Epoch  32 Batch  428/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.217
Epoch  32 Batch  429/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.211
Epoch  32 Batch  430/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.218
Epoch  32 Batch  431/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.224
Epoch  32 Batch  432/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.234
Epoch  32 Batch  433/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.239
Epoch  32 Batch  434/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.225
Epoch  32 Batch  435/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.885, Loss:  0.260
Epoch  32 Batch  436/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.882, Loss:  0.228
Epoch  32 Batch  437/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.223
Epoch  32 Batch  438/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.247
Epoch  32 Batch  439/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.233
Epoch  32 Batch  440/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.886, Loss:  0.281
Epoch  32 Batch  441/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.219
Epoch  32 Batch  442/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.884, Loss:  0.228
Epoch  32 Batch  443/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.887, Loss:  0.207
Epoch  32 Batch  444/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.220
Epoch  32 Batch  445/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.231
Epoch  32 Batch  446/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.891, Loss:  0.190
Epoch  32 Batch  447/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.234
Epoch  32 Batch  448/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.900, Loss:  0.249
Epoch  32 Batch  449/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.233
Epoch  32 Batch  450/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.229
Epoch  32 Batch  451/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.222
Epoch  32 Batch  452/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.248
Epoch  32 Batch  453/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.215
Epoch  32 Batch  454/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.900, Loss:  0.231
Epoch  32 Batch  455/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.224
Epoch  32 Batch  456/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.216
Epoch  32 Batch  457/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.223
Epoch  32 Batch  458/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.231
Epoch  32 Batch  459/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.209
Epoch  32 Batch  460/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.232
Epoch  32 Batch  461/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.228
Epoch  32 Batch  462/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.234
Epoch  32 Batch  463/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.234
Epoch  32 Batch  464/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.233
Epoch  32 Batch  465/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.904, Loss:  0.248
Epoch  32 Batch  466/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.201
Epoch  32 Batch  467/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.244
Epoch  32 Batch  468/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.236
Epoch  32 Batch  469/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.227
Epoch  32 Batch  470/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.237
Epoch  32 Batch  471/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.214
Epoch  32 Batch  472/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.216
Epoch  32 Batch  473/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.265
Epoch  32 Batch  474/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.903, Loss:  0.245
Epoch  32 Batch  475/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.223
Epoch  32 Batch  476/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.232
Epoch  32 Batch  477/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.221
Epoch  32 Batch  478/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.238
Epoch  32 Batch  479/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.899, Loss:  0.232
Epoch  32 Batch  480/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.904, Loss:  0.218
Epoch  32 Batch  481/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.903, Loss:  0.230
Epoch  32 Batch  482/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.905, Loss:  0.241
Epoch  32 Batch  483/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.235
Epoch  32 Batch  484/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.902, Loss:  0.237
Epoch  32 Batch  485/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.239
Epoch  32 Batch  486/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.220
Epoch  32 Batch  487/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.233
Epoch  32 Batch  488/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.235
Epoch  32 Batch  489/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.212
Epoch  32 Batch  490/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.907, Loss:  0.248
Epoch  32 Batch  491/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.258
Epoch  32 Batch  492/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.908, Loss:  0.261
Epoch  32 Batch  493/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.209
Epoch  32 Batch  494/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.908, Loss:  0.219
Epoch  32 Batch  495/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.908, Loss:  0.225
Epoch  32 Batch  496/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.243
Epoch  32 Batch  497/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.912, Loss:  0.263
Epoch  32 Batch  498/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.223
Epoch  32 Batch  499/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.913, Loss:  0.205
Epoch  32 Batch  500/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.233
Epoch  32 Batch  501/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.219
Epoch  32 Batch  502/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.211
Epoch  32 Batch  503/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.228
Epoch  32 Batch  504/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.905, Loss:  0.229
Epoch  32 Batch  505/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.180
Epoch  32 Batch  506/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.213
Epoch  32 Batch  507/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.899, Loss:  0.210
Epoch  32 Batch  508/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.203
Epoch  32 Batch  509/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.904, Loss:  0.262
Epoch  32 Batch  510/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.216
Epoch  32 Batch  511/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.905, Loss:  0.222
Epoch  32 Batch  512/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.224
Epoch  32 Batch  513/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.232
Epoch  32 Batch  514/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.901, Loss:  0.242
Epoch  32 Batch  515/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.216
Epoch  32 Batch  516/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.203
Epoch  32 Batch  517/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.899, Loss:  0.226
Epoch  32 Batch  518/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.205
Epoch  32 Batch  519/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.228
Epoch  32 Batch  520/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.200
Epoch  32 Batch  521/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.230
Epoch  32 Batch  522/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.895, Loss:  0.256
Epoch  32 Batch  523/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.224
Epoch  32 Batch  524/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.244
Epoch  32 Batch  525/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.224
Epoch  32 Batch  526/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.224
Epoch  32 Batch  527/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.222
Epoch  32 Batch  528/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.214
Epoch  32 Batch  529/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.219
Epoch  32 Batch  530/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.895, Loss:  0.242
Epoch  32 Batch  531/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.204
Epoch  32 Batch  532/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.894, Loss:  0.227
Epoch  32 Batch  533/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.271
Epoch  32 Batch  534/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.217
Epoch  32 Batch  535/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.892, Loss:  0.221
Epoch  32 Batch  536/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.210
Epoch  32 Batch  537/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.900, Loss:  0.230
Epoch  32 Batch  538/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.198
Epoch  32 Batch  539/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.237
Epoch  32 Batch  540/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.206
Epoch  32 Batch  541/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.214
Epoch  32 Batch  542/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.231
Epoch  32 Batch  543/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.234
Epoch  32 Batch  544/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.211
Epoch  32 Batch  545/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.243
Epoch  32 Batch  546/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.247
Epoch  32 Batch  547/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.874, Loss:  0.244
Epoch  32 Batch  548/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.874, Loss:  0.233
Epoch  32 Batch  549/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.878, Loss:  0.229
Epoch  32 Batch  550/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.881, Loss:  0.225
Epoch  32 Batch  551/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.881, Loss:  0.244
Epoch  32 Batch  552/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.882, Loss:  0.239
Epoch  32 Batch  553/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.882, Loss:  0.257
Epoch  32 Batch  554/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.222
Epoch  32 Batch  555/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.237
Epoch  32 Batch  556/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.216
Epoch  32 Batch  557/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.879, Loss:  0.228
Epoch  32 Batch  558/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.879, Loss:  0.210
Epoch  32 Batch  559/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.226
Epoch  32 Batch  560/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.871, Loss:  0.219
Epoch  32 Batch  561/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.873, Loss:  0.235
Epoch  32 Batch  562/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.874, Loss:  0.198
Epoch  32 Batch  563/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.881, Loss:  0.258
Epoch  32 Batch  564/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.881, Loss:  0.251
Epoch  32 Batch  565/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.881, Loss:  0.240
Epoch  32 Batch  566/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.878, Loss:  0.284
Epoch  32 Batch  567/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.238
Epoch  32 Batch  568/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.236
Epoch  32 Batch  569/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.238
Epoch  32 Batch  570/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.250
Epoch  32 Batch  571/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.206
Epoch  32 Batch  572/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.201
Epoch  32 Batch  573/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.249
Epoch  32 Batch  574/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.246
Epoch  32 Batch  575/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.237
Epoch  32 Batch  576/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.228
Epoch  32 Batch  577/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.261
Epoch  32 Batch  578/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.903, Loss:  0.265
Epoch  32 Batch  579/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.206
Epoch  32 Batch  580/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.191
Epoch  32 Batch  581/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.201
Epoch  32 Batch  582/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.903, Loss:  0.221
Epoch  32 Batch  583/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.258
Epoch  32 Batch  584/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.904, Loss:  0.227
Epoch  32 Batch  585/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.204
Epoch  32 Batch  586/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.250
Epoch  32 Batch  587/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.214
Epoch  32 Batch  588/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.214
Epoch  32 Batch  589/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.235
Epoch  32 Batch  590/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.239
Epoch  32 Batch  591/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.221
Epoch  32 Batch  592/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.222
Epoch  32 Batch  593/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.245
Epoch  32 Batch  594/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.235
Epoch  32 Batch  595/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.903, Loss:  0.221
Epoch  32 Batch  596/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.235
Epoch  32 Batch  597/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.227
Epoch  32 Batch  598/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.217
Epoch  32 Batch  599/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.898, Loss:  0.286
Epoch  32 Batch  600/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.898, Loss:  0.228
Epoch  32 Batch  601/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.898, Loss:  0.230
Epoch  32 Batch  602/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.898, Loss:  0.246
Epoch  32 Batch  603/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.233
Epoch  32 Batch  604/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.248
Epoch  32 Batch  605/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.249
Epoch  32 Batch  606/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.191
Epoch  32 Batch  607/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.899, Loss:  0.217
Epoch  32 Batch  608/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.898, Loss:  0.236
Epoch  32 Batch  609/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.898, Loss:  0.232
Epoch  32 Batch  610/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.898, Loss:  0.244
Epoch  32 Batch  611/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.240
Epoch  32 Batch  612/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.217
Epoch  32 Batch  613/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.226
Epoch  32 Batch  614/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.222
Epoch  32 Batch  615/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.231
Epoch  32 Batch  616/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.226
Epoch  32 Batch  617/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.210
Epoch  32 Batch  618/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.220
Epoch  32 Batch  619/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.221
Epoch  32 Batch  620/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.894, Loss:  0.214
Epoch  32 Batch  621/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.895, Loss:  0.231
Epoch  32 Batch  622/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.235
Epoch  32 Batch  623/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.886, Loss:  0.228
Epoch  32 Batch  624/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.217
Epoch  32 Batch  625/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.235
Epoch  32 Batch  626/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.207
Epoch  32 Batch  627/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.886, Loss:  0.239
Epoch  32 Batch  628/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.245
Epoch  32 Batch  629/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.231
Epoch  32 Batch  630/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.231
Epoch  32 Batch  631/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.232
Epoch  32 Batch  632/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.894, Loss:  0.224
Epoch  32 Batch  633/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.894, Loss:  0.251
Epoch  32 Batch  634/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.201
Epoch  32 Batch  635/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.265
Epoch  32 Batch  636/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.904, Loss:  0.229
Epoch  32 Batch  637/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.903, Loss:  0.225
Epoch  32 Batch  638/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.222
Epoch  32 Batch  639/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.223
Epoch  32 Batch  640/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.202
Epoch  32 Batch  641/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.226
Epoch  32 Batch  642/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.228
Epoch  32 Batch  643/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.200
Epoch  32 Batch  644/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.229
Epoch  32 Batch  645/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.220
Epoch  32 Batch  646/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.223
Epoch  32 Batch  647/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.882, Loss:  0.238
Epoch  32 Batch  648/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.206
Epoch  32 Batch  649/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.231
Epoch  32 Batch  650/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.263
Epoch  32 Batch  651/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.219
Epoch  32 Batch  652/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.234
Epoch  32 Batch  653/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.884, Loss:  0.237
Epoch  32 Batch  654/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.224
Epoch  32 Batch  655/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.236
Epoch  32 Batch  656/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.214
Epoch  32 Batch  657/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.243
Epoch  32 Batch  658/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.910, Loss:  0.204
Epoch  32 Batch  659/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.223
Epoch  32 Batch  660/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.237
Epoch  32 Batch  661/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.203
Epoch  32 Batch  662/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.894, Loss:  0.202
Epoch  32 Batch  663/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.183
Epoch  32 Batch  664/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.223
Epoch  32 Batch  665/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.226
Epoch  32 Batch  666/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.243
Epoch  32 Batch  667/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.231
Epoch  32 Batch  668/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.246
Epoch  32 Batch  669/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.212
Epoch  32 Batch  670/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.208
Epoch  32 Batch  671/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.246
Epoch  32 Batch  672/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.235
Epoch  32 Batch  673/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.882, Loss:  0.213
Epoch  32 Batch  674/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.885, Loss:  0.247
Epoch  32 Batch  675/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.229
Epoch  32 Batch  676/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.206
Epoch  32 Batch  677/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.883, Loss:  0.262
Epoch  32 Batch  678/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.194
Epoch  32 Batch  679/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.244
Epoch  32 Batch  680/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.209
Epoch  32 Batch  681/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.238
Epoch  32 Batch  682/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.234
Epoch  32 Batch  683/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.202
Epoch  32 Batch  684/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.885, Loss:  0.214
Epoch  32 Batch  685/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.884, Loss:  0.247
Epoch  32 Batch  686/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.883, Loss:  0.214
Epoch  32 Batch  687/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.240
Epoch  32 Batch  688/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.879, Loss:  0.218
Epoch  32 Batch  689/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.878, Loss:  0.217
Epoch  32 Batch  690/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.878, Loss:  0.218
Epoch  32 Batch  691/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.878, Loss:  0.234
Epoch  32 Batch  692/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.878, Loss:  0.205
Epoch  32 Batch  693/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.876, Loss:  0.264
Epoch  32 Batch  694/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.880, Loss:  0.234
Epoch  32 Batch  695/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.881, Loss:  0.222
Epoch  32 Batch  696/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.881, Loss:  0.244
Epoch  32 Batch  697/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.886, Loss:  0.227
Epoch  32 Batch  698/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.208
Epoch  32 Batch  699/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.891, Loss:  0.213
Epoch  32 Batch  700/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.200
Epoch  32 Batch  701/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.223
Epoch  32 Batch  702/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.270
Epoch  32 Batch  703/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.231
Epoch  32 Batch  704/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.280
Epoch  32 Batch  705/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.238
Epoch  32 Batch  706/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.910, Loss:  0.256
Epoch  32 Batch  707/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.226
Epoch  32 Batch  708/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.913, Loss:  0.233
Epoch  32 Batch  709/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.913, Loss:  0.265
Epoch  32 Batch  710/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.225
Epoch  32 Batch  711/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.908, Loss:  0.274
Epoch  32 Batch  712/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.220
Epoch  32 Batch  713/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.213
Epoch  32 Batch  714/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.221
Epoch  32 Batch  715/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.902, Loss:  0.263
Epoch  32 Batch  716/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.221
Epoch  32 Batch  717/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.901, Loss:  0.207
Epoch  32 Batch  718/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.906, Loss:  0.229
Epoch  32 Batch  719/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.221
Epoch  32 Batch  720/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.907, Loss:  0.258
Epoch  32 Batch  721/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.232
Epoch  32 Batch  722/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.903, Loss:  0.214
Epoch  32 Batch  723/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.225
Epoch  32 Batch  724/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.261
Epoch  32 Batch  725/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.215
Epoch  32 Batch  726/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.233
Epoch  32 Batch  727/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.214
Epoch  32 Batch  728/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.895, Loss:  0.230
Epoch  32 Batch  729/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.248
Epoch  32 Batch  730/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.240
Epoch  32 Batch  731/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.890, Loss:  0.247
Epoch  32 Batch  732/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.239
Epoch  32 Batch  733/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.880, Loss:  0.257
Epoch  32 Batch  734/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.880, Loss:  0.251
Epoch  32 Batch  735/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.882, Loss:  0.228
Epoch  32 Batch  736/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.876, Loss:  0.212
Epoch  32 Batch  737/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.877, Loss:  0.234
Epoch  32 Batch  738/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.881, Loss:  0.195
Epoch  32 Batch  739/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.881, Loss:  0.211
Epoch  32 Batch  740/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.207
Epoch  32 Batch  741/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.872, Loss:  0.256
Epoch  32 Batch  742/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.874, Loss:  0.231
Epoch  32 Batch  743/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.869, Loss:  0.237
Epoch  32 Batch  744/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.868, Loss:  0.217
Epoch  32 Batch  745/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.876, Loss:  0.244
Epoch  32 Batch  746/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.881, Loss:  0.221
Epoch  32 Batch  747/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.873, Loss:  0.203
Epoch  32 Batch  748/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.215
Epoch  32 Batch  749/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.871, Loss:  0.246
Epoch  32 Batch  750/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.870, Loss:  0.250
Epoch  32 Batch  751/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.875, Loss:  0.236
Epoch  32 Batch  752/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.211
Epoch  32 Batch  753/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.222
Epoch  32 Batch  754/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.890, Loss:  0.223
Epoch  32 Batch  755/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.226
Epoch  32 Batch  756/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.235
Epoch  32 Batch  757/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.893, Loss:  0.235
Epoch  32 Batch  758/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.200
Epoch  32 Batch  759/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.185
Epoch  32 Batch  760/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.896, Loss:  0.244
Epoch  32 Batch  761/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.233
Epoch  32 Batch  762/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.208
Epoch  32 Batch  763/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.197
Epoch  32 Batch  764/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.232
Epoch  32 Batch  765/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.897, Loss:  0.224
Epoch  32 Batch  766/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.246
Epoch  32 Batch  767/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.234
Epoch  32 Batch  768/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.226
Epoch  32 Batch  769/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.228
Epoch  32 Batch  770/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.888, Loss:  0.207
Epoch  32 Batch  771/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.238
Epoch  32 Batch  772/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.898, Loss:  0.218
Epoch  32 Batch  773/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.209
Epoch  32 Batch  774/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.233
Epoch  32 Batch  775/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.211
Epoch  32 Batch  776/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.214
Epoch  32 Batch  777/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.237
Epoch  32 Batch  778/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.221
Epoch  32 Batch  779/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.235
Epoch  32 Batch  780/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.889, Loss:  0.251
Epoch  32 Batch  781/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.897, Loss:  0.194
Epoch  32 Batch  782/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.229
Epoch  32 Batch  783/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.247
Epoch  32 Batch  784/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.202
Epoch  32 Batch  785/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.194
Epoch  32 Batch  786/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.216
Epoch  32 Batch  787/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.213
Epoch  32 Batch  788/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.203
Epoch  32 Batch  789/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.229
Epoch  32 Batch  790/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.899, Loss:  0.260
Epoch  32 Batch  791/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.246
Epoch  32 Batch  792/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.216
Epoch  32 Batch  793/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.218
Epoch  32 Batch  794/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.892, Loss:  0.226
Epoch  32 Batch  795/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.231
Epoch  32 Batch  796/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.220
Epoch  32 Batch  797/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.216
Epoch  32 Batch  798/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.222
Epoch  32 Batch  799/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.889, Loss:  0.250
Epoch  32 Batch  800/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.880, Loss:  0.210
Epoch  32 Batch  801/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.241
Epoch  32 Batch  802/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.875, Loss:  0.235
Epoch  32 Batch  803/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.238
Epoch  32 Batch  804/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.870, Loss:  0.218
Epoch  32 Batch  805/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.873, Loss:  0.234
Epoch  32 Batch  806/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.873, Loss:  0.224
Epoch  32 Batch  807/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.874, Loss:  0.208
Epoch  32 Batch  808/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.878, Loss:  0.233
Epoch  32 Batch  809/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.879, Loss:  0.275
Epoch  32 Batch  810/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.880, Loss:  0.215
Epoch  32 Batch  811/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.889, Loss:  0.203
Epoch  32 Batch  812/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.240
Epoch  32 Batch  813/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.888, Loss:  0.225
Epoch  32 Batch  814/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.259
Epoch  32 Batch  815/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.235
Epoch  32 Batch  816/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.892, Loss:  0.214
Epoch  32 Batch  817/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.241
Epoch  32 Batch  818/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.244
Epoch  32 Batch  819/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.218
Epoch  32 Batch  820/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.894, Loss:  0.223
Epoch  32 Batch  821/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.226
Epoch  32 Batch  822/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.236
Epoch  32 Batch  823/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.905, Loss:  0.219
Epoch  32 Batch  824/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.218
Epoch  32 Batch  825/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.197
Epoch  32 Batch  826/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.220
Epoch  32 Batch  827/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.905, Loss:  0.255
Epoch  32 Batch  828/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.222
Epoch  32 Batch  829/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.902, Loss:  0.251
Epoch  32 Batch  830/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.902, Loss:  0.239
Epoch  32 Batch  831/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.901, Loss:  0.228
Epoch  32 Batch  832/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.236
Epoch  32 Batch  833/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.253
Epoch  32 Batch  834/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.219
Epoch  32 Batch  835/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.238
Epoch  32 Batch  836/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.209
Epoch  32 Batch  837/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.262
Epoch  32 Batch  838/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.211
Epoch  32 Batch  839/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.220
Epoch  32 Batch  840/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.216
Epoch  32 Batch  841/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.226
Epoch  32 Batch  842/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.903, Loss:  0.225
Epoch  32 Batch  843/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.234
Epoch  32 Batch  844/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.213
Epoch  32 Batch  845/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.223
Epoch  32 Batch  846/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.891, Loss:  0.236
Epoch  32 Batch  847/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.250
Epoch  32 Batch  848/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.224
Epoch  32 Batch  849/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.208
Epoch  32 Batch  850/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.240
Epoch  32 Batch  851/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.250
Epoch  32 Batch  852/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.899, Loss:  0.239
Epoch  32 Batch  853/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.211
Epoch  32 Batch  854/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.240
Epoch  32 Batch  855/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.212
Epoch  32 Batch  856/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.904, Loss:  0.227
Epoch  32 Batch  857/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.212
Epoch  32 Batch  858/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.212
Epoch  32 Batch  859/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.905, Loss:  0.250
Epoch  32 Batch  860/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.221
Epoch  32 Batch  861/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.904, Loss:  0.221
Epoch  32 Batch  862/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.904, Loss:  0.226
Epoch  32 Batch  863/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.198
Epoch  32 Batch  864/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.904, Loss:  0.220
Epoch  32 Batch  865/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.223
Epoch  32 Batch  866/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.906, Loss:  0.232
Epoch  32 Batch  867/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.906, Loss:  0.282
Epoch  32 Batch  868/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.229
Epoch  32 Batch  869/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.905, Loss:  0.227
Epoch  32 Batch  870/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.905, Loss:  0.248
Epoch  32 Batch  871/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.900, Loss:  0.214
Epoch  32 Batch  872/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.227
Epoch  32 Batch  873/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.238
Epoch  32 Batch  874/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.900, Loss:  0.229
Epoch  32 Batch  875/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.901, Loss:  0.252
Epoch  32 Batch  876/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.220
Epoch  32 Batch  877/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.218
Epoch  32 Batch  878/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.235
Epoch  32 Batch  879/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.201
Epoch  32 Batch  880/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.217
Epoch  32 Batch  881/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.889, Loss:  0.230
Epoch  32 Batch  882/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.237
Epoch  32 Batch  883/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.892, Loss:  0.253
Epoch  32 Batch  884/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.217
Epoch  32 Batch  885/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.211
Epoch  32 Batch  886/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.233
Epoch  32 Batch  887/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.233
Epoch  32 Batch  888/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.212
Epoch  32 Batch  889/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.889, Loss:  0.220
Epoch  32 Batch  890/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.208
Epoch  32 Batch  891/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.888, Loss:  0.244
Epoch  32 Batch  892/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.880, Loss:  0.216
Epoch  32 Batch  893/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.880, Loss:  0.230
Epoch  32 Batch  894/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.884, Loss:  0.216
Epoch  32 Batch  895/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.880, Loss:  0.226
Epoch  32 Batch  896/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.876, Loss:  0.260
Epoch  32 Batch  897/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.209
Epoch  32 Batch  898/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.882, Loss:  0.196
Epoch  32 Batch  899/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.233
Epoch  32 Batch  900/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.886, Loss:  0.249
Epoch  32 Batch  901/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.245
Epoch  32 Batch  902/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.253
Epoch  32 Batch  903/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.211
Epoch  32 Batch  904/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.222
Epoch  32 Batch  905/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.208
Epoch  32 Batch  906/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.203
Epoch  32 Batch  907/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.207
Epoch  32 Batch  908/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.899, Loss:  0.240
Epoch  32 Batch  909/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.218
Epoch  32 Batch  910/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.227
Epoch  32 Batch  911/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.204
Epoch  32 Batch  912/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.232
Epoch  32 Batch  913/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.256
Epoch  32 Batch  914/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.256
Epoch  32 Batch  915/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.897, Loss:  0.235
Epoch  32 Batch  916/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.899, Loss:  0.244
Epoch  32 Batch  917/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.227
Epoch  32 Batch  918/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.204
Epoch  32 Batch  919/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.211
Epoch  32 Batch  920/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.257
Epoch  32 Batch  921/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.246
Epoch  32 Batch  922/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.238
Epoch  32 Batch  923/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.222
Epoch  32 Batch  924/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.264
Epoch  32 Batch  925/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.215
Epoch  32 Batch  926/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.895, Loss:  0.233
Epoch  32 Batch  927/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.895, Loss:  0.262
Epoch  32 Batch  928/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.220
Epoch  32 Batch  929/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.881, Loss:  0.243
Epoch  32 Batch  930/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.885, Loss:  0.218
Epoch  32 Batch  931/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.218
Epoch  32 Batch  932/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.209
Epoch  32 Batch  933/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.252
Epoch  32 Batch  934/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.883, Loss:  0.220
Epoch  32 Batch  935/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.243
Epoch  32 Batch  936/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.236
Epoch  32 Batch  937/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.250
Epoch  32 Batch  938/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.245
Epoch  32 Batch  939/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.240
Epoch  32 Batch  940/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.230
Epoch  32 Batch  941/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.885, Loss:  0.198
Epoch  32 Batch  942/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.244
Epoch  32 Batch  943/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.222
Epoch  32 Batch  944/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.890, Loss:  0.221
Epoch  32 Batch  945/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.888, Loss:  0.211
Epoch  32 Batch  946/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.897, Loss:  0.218
Epoch  32 Batch  947/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.896, Loss:  0.246
Epoch  32 Batch  948/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.232
Epoch  32 Batch  949/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.194
Epoch  32 Batch  950/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.215
Epoch  32 Batch  951/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.900, Loss:  0.218
Epoch  32 Batch  952/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.218
Epoch  32 Batch  953/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.902, Loss:  0.192
Epoch  32 Batch  954/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.231
Epoch  32 Batch  955/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.243
Epoch  32 Batch  956/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.227
Epoch  32 Batch  957/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.899, Loss:  0.217
Epoch  32 Batch  958/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.899, Loss:  0.232
Epoch  32 Batch  959/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.899, Loss:  0.210
Epoch  32 Batch  960/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.213
Epoch  32 Batch  961/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.898, Loss:  0.237
Epoch  32 Batch  962/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.230
Epoch  32 Batch  963/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.277
Epoch  32 Batch  964/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.208
Epoch  32 Batch  965/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.227
Epoch  32 Batch  966/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.199
Epoch  32 Batch  967/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.893, Loss:  0.229
Epoch  32 Batch  968/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.893, Loss:  0.248
Epoch  32 Batch  969/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.272
Epoch  32 Batch  970/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.235
Epoch  32 Batch  971/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.894, Loss:  0.224
Epoch  32 Batch  972/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.228
Epoch  32 Batch  973/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.194
Epoch  32 Batch  974/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.213
Epoch  32 Batch  975/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.218
Epoch  32 Batch  976/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.202
Epoch  32 Batch  977/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.213
Epoch  32 Batch  978/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.239
Epoch  32 Batch  979/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.250
Epoch  32 Batch  980/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.238
Epoch  32 Batch  981/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.224
Epoch  32 Batch  982/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.211
Epoch  32 Batch  983/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.244
Epoch  32 Batch  984/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.907, Loss:  0.244
Epoch  32 Batch  985/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.196
Epoch  32 Batch  986/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.234
Epoch  32 Batch  987/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.903, Loss:  0.212
Epoch  32 Batch  988/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.228
Epoch  32 Batch  989/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.231
Epoch  32 Batch  990/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.220
Epoch  32 Batch  991/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.246
Epoch  32 Batch  992/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.232
Epoch  32 Batch  993/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.191
Epoch  32 Batch  994/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.224
Epoch  32 Batch  995/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.236
Epoch  32 Batch  996/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.898, Loss:  0.220
Epoch  32 Batch  997/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.240
Epoch  32 Batch  998/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.227
Epoch  32 Batch  999/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.217
Epoch  32 Batch 1000/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.886, Loss:  0.213
Epoch  32 Batch 1001/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.877, Loss:  0.199
Epoch  32 Batch 1002/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.871, Loss:  0.205
Epoch  32 Batch 1003/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.870, Loss:  0.220
Epoch  32 Batch 1004/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.869, Loss:  0.242
Epoch  32 Batch 1005/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.867, Loss:  0.222
Epoch  32 Batch 1006/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.867, Loss:  0.212
Epoch  32 Batch 1007/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.873, Loss:  0.220
Epoch  32 Batch 1008/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.876, Loss:  0.251
Epoch  32 Batch 1009/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.873, Loss:  0.191
Epoch  32 Batch 1010/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.878, Loss:  0.237
Epoch  32 Batch 1011/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.878, Loss:  0.222
Epoch  32 Batch 1012/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.880, Loss:  0.191
Epoch  32 Batch 1013/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.884, Loss:  0.193
Epoch  32 Batch 1014/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.884, Loss:  0.244
Epoch  32 Batch 1015/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.884, Loss:  0.267
Epoch  32 Batch 1016/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.232
Epoch  32 Batch 1017/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.880, Loss:  0.221
Epoch  32 Batch 1018/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.885, Loss:  0.230
Epoch  32 Batch 1019/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.279
Epoch  32 Batch 1020/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.890, Loss:  0.206
Epoch  32 Batch 1021/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.230
Epoch  32 Batch 1022/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.201
Epoch  32 Batch 1023/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.204
Epoch  32 Batch 1024/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.893, Loss:  0.245
Epoch  32 Batch 1025/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.894, Loss:  0.235
Epoch  32 Batch 1026/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.894, Loss:  0.219
Epoch  32 Batch 1027/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.228
Epoch  32 Batch 1028/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.891, Loss:  0.220
Epoch  32 Batch 1029/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.213
Epoch  32 Batch 1030/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.891, Loss:  0.225
Epoch  32 Batch 1031/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.235
Epoch  32 Batch 1032/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.253
Epoch  32 Batch 1033/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.216
Epoch  32 Batch 1034/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.895, Loss:  0.223
Epoch  32 Batch 1035/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.892, Loss:  0.200
Epoch  32 Batch 1036/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.893, Loss:  0.242
Epoch  32 Batch 1037/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.237
Epoch  32 Batch 1038/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.887, Loss:  0.244
Epoch  32 Batch 1039/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.882, Loss:  0.226
Epoch  32 Batch 1040/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.882, Loss:  0.242
Epoch  32 Batch 1041/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.262
Epoch  32 Batch 1042/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.882, Loss:  0.203
Epoch  32 Batch 1043/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.885, Loss:  0.245
Epoch  32 Batch 1044/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.883, Loss:  0.240
Epoch  32 Batch 1045/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.234
Epoch  32 Batch 1046/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.201
Epoch  32 Batch 1047/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.893, Loss:  0.220
Epoch  32 Batch 1048/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.224
Epoch  32 Batch 1049/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.237
Epoch  32 Batch 1050/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.889, Loss:  0.218
Epoch  32 Batch 1051/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.232
Epoch  32 Batch 1052/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.209
Epoch  32 Batch 1053/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.225
Epoch  32 Batch 1054/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.222
Epoch  32 Batch 1055/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.888, Loss:  0.218
Epoch  32 Batch 1056/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.221
Epoch  32 Batch 1057/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.890, Loss:  0.240
Epoch  32 Batch 1058/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.251
Epoch  32 Batch 1059/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.896, Loss:  0.262
Epoch  32 Batch 1060/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.214
Epoch  32 Batch 1061/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.257
Epoch  32 Batch 1062/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.220
Epoch  32 Batch 1063/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.233
Epoch  32 Batch 1064/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.224
Epoch  32 Batch 1065/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.232
Epoch  32 Batch 1066/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.220
Epoch  32 Batch 1067/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.888, Loss:  0.255
Epoch  32 Batch 1068/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.217
Epoch  32 Batch 1069/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.197
Epoch  32 Batch 1070/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.226
Epoch  32 Batch 1071/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.231
Epoch  32 Batch 1072/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.233
Epoch  32 Batch 1073/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.258
Epoch  32 Batch 1074/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.249
Epoch  32 Batch 1075/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.262
Epoch  33 Batch    0/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.196
Epoch  33 Batch    1/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.209
Epoch  33 Batch    2/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.898, Loss:  0.235
Epoch  33 Batch    3/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.227
Epoch  33 Batch    4/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.219
Epoch  33 Batch    5/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.275
Epoch  33 Batch    6/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.246
Epoch  33 Batch    7/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.213
Epoch  33 Batch    8/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.222
Epoch  33 Batch    9/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.219
Epoch  33 Batch   10/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.220
Epoch  33 Batch   11/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.221
Epoch  33 Batch   12/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.232
Epoch  33 Batch   13/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.880, Loss:  0.229
Epoch  33 Batch   14/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.885, Loss:  0.193
Epoch  33 Batch   15/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.884, Loss:  0.205
Epoch  33 Batch   16/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.889, Loss:  0.218
Epoch  33 Batch   17/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.210
Epoch  33 Batch   18/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.892, Loss:  0.228
Epoch  33 Batch   19/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.892, Loss:  0.239
Epoch  33 Batch   20/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.891, Loss:  0.213
Epoch  33 Batch   21/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.230
Epoch  33 Batch   22/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.882, Loss:  0.231
Epoch  33 Batch   23/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.877, Loss:  0.228
Epoch  33 Batch   24/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.881, Loss:  0.230
Epoch  33 Batch   25/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.884, Loss:  0.191
Epoch  33 Batch   26/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.241
Epoch  33 Batch   27/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.196
Epoch  33 Batch   28/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.887, Loss:  0.226
Epoch  33 Batch   29/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.888, Loss:  0.226
Epoch  33 Batch   30/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.227
Epoch  33 Batch   31/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.211
Epoch  33 Batch   32/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.210
Epoch  33 Batch   33/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.885, Loss:  0.205
Epoch  33 Batch   34/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.225
Epoch  33 Batch   35/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.886, Loss:  0.203
Epoch  33 Batch   36/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.215
Epoch  33 Batch   37/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.229
Epoch  33 Batch   38/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.239
Epoch  33 Batch   39/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.258
Epoch  33 Batch   40/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.218
Epoch  33 Batch   41/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.890, Loss:  0.232
Epoch  33 Batch   42/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.890, Loss:  0.250
Epoch  33 Batch   43/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.208
Epoch  33 Batch   44/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.890, Loss:  0.219
Epoch  33 Batch   45/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.890, Loss:  0.233
Epoch  33 Batch   46/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.890, Loss:  0.229
Epoch  33 Batch   47/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.889, Loss:  0.242
Epoch  33 Batch   48/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.887, Loss:  0.260
Epoch  33 Batch   49/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.889, Loss:  0.236
Epoch  33 Batch   50/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.890, Loss:  0.209
Epoch  33 Batch   51/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.208
Epoch  33 Batch   52/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.229
Epoch  33 Batch   53/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.224
Epoch  33 Batch   54/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.268
Epoch  33 Batch   55/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.219
Epoch  33 Batch   56/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.214
Epoch  33 Batch   57/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.208
Epoch  33 Batch   58/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.205
Epoch  33 Batch   59/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.895, Loss:  0.232
Epoch  33 Batch   60/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.210
Epoch  33 Batch   61/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.893, Loss:  0.250
Epoch  33 Batch   62/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.893, Loss:  0.232
Epoch  33 Batch   63/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.209
Epoch  33 Batch   64/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.218
Epoch  33 Batch   65/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.241
Epoch  33 Batch   66/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.196
Epoch  33 Batch   67/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.233
Epoch  33 Batch   68/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.256
Epoch  33 Batch   69/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.892, Loss:  0.277
Epoch  33 Batch   70/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.248
Epoch  33 Batch   71/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.879, Loss:  0.198
Epoch  33 Batch   72/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.261
Epoch  33 Batch   73/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.887, Loss:  0.228
Epoch  33 Batch   74/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.883, Loss:  0.204
Epoch  33 Batch   75/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.887, Loss:  0.249
Epoch  33 Batch   76/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.884, Loss:  0.199
Epoch  33 Batch   77/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.879, Loss:  0.236
Epoch  33 Batch   78/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.879, Loss:  0.211
Epoch  33 Batch   79/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.880, Loss:  0.238
Epoch  33 Batch   80/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.876, Loss:  0.236
Epoch  33 Batch   81/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.206
Epoch  33 Batch   82/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.192
Epoch  33 Batch   83/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.882, Loss:  0.234
Epoch  33 Batch   84/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.881, Loss:  0.232
Epoch  33 Batch   85/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.213
Epoch  33 Batch   86/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.225
Epoch  33 Batch   87/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.258
Epoch  33 Batch   88/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.877, Loss:  0.254
Epoch  33 Batch   89/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.880, Loss:  0.210
Epoch  33 Batch   90/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.876, Loss:  0.241
Epoch  33 Batch   91/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.877, Loss:  0.195
Epoch  33 Batch   92/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.882, Loss:  0.221
Epoch  33 Batch   93/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.212
Epoch  33 Batch   94/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.211
Epoch  33 Batch   95/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.245
Epoch  33 Batch   96/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.902, Loss:  0.223
Epoch  33 Batch   97/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.902, Loss:  0.232
Epoch  33 Batch   98/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.232
Epoch  33 Batch   99/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.253
Epoch  33 Batch  100/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.221
Epoch  33 Batch  101/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.903, Loss:  0.209
Epoch  33 Batch  102/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.227
Epoch  33 Batch  103/1077 - Train Accuracy:  0.839, Validation Accuracy:  0.904, Loss:  0.256
Epoch  33 Batch  104/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.227
Epoch  33 Batch  105/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.903, Loss:  0.240
Epoch  33 Batch  106/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.246
Epoch  33 Batch  107/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.224
Epoch  33 Batch  108/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.196
Epoch  33 Batch  109/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.901, Loss:  0.224
Epoch  33 Batch  110/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.191
Epoch  33 Batch  111/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.212
Epoch  33 Batch  112/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.218
Epoch  33 Batch  113/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.234
Epoch  33 Batch  114/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.207
Epoch  33 Batch  115/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.229
Epoch  33 Batch  116/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.893, Loss:  0.245
Epoch  33 Batch  117/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.235
Epoch  33 Batch  118/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.900, Loss:  0.244
Epoch  33 Batch  119/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.232
Epoch  33 Batch  120/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.241
Epoch  33 Batch  121/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.231
Epoch  33 Batch  122/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.900, Loss:  0.220
Epoch  33 Batch  123/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.199
Epoch  33 Batch  124/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.903, Loss:  0.231
Epoch  33 Batch  125/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.230
Epoch  33 Batch  126/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.897, Loss:  0.201
Epoch  33 Batch  127/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.208
Epoch  33 Batch  128/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.216
Epoch  33 Batch  129/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.243
Epoch  33 Batch  130/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.192
Epoch  33 Batch  131/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.224
Epoch  33 Batch  132/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.229
Epoch  33 Batch  133/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.219
Epoch  33 Batch  134/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.207
Epoch  33 Batch  135/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.221
Epoch  33 Batch  136/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.209
Epoch  33 Batch  137/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.197
Epoch  33 Batch  138/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.212
Epoch  33 Batch  139/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.236
Epoch  33 Batch  140/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.243
Epoch  33 Batch  141/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.212
Epoch  33 Batch  142/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.205
Epoch  33 Batch  143/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.904, Loss:  0.233
Epoch  33 Batch  144/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.242
Epoch  33 Batch  145/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.248
Epoch  33 Batch  146/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.244
Epoch  33 Batch  147/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.900, Loss:  0.251
Epoch  33 Batch  148/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.227
Epoch  33 Batch  149/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.234
Epoch  33 Batch  150/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.211
Epoch  33 Batch  151/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.208
Epoch  33 Batch  152/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.249
Epoch  33 Batch  153/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.246
Epoch  33 Batch  154/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.233
Epoch  33 Batch  155/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.236
Epoch  33 Batch  156/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.229
Epoch  33 Batch  157/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.242
Epoch  33 Batch  158/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.874, Loss:  0.225
Epoch  33 Batch  159/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.873, Loss:  0.171
Epoch  33 Batch  160/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.873, Loss:  0.216
Epoch  33 Batch  161/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.880, Loss:  0.219
Epoch  33 Batch  162/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.886, Loss:  0.269
Epoch  33 Batch  163/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.273
Epoch  33 Batch  164/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.889, Loss:  0.244
Epoch  33 Batch  165/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.228
Epoch  33 Batch  166/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.254
Epoch  33 Batch  167/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.223
Epoch  33 Batch  168/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.905, Loss:  0.263
Epoch  33 Batch  169/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.238
Epoch  33 Batch  170/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.900, Loss:  0.249
Epoch  33 Batch  171/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.198
Epoch  33 Batch  172/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.203
Epoch  33 Batch  173/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.249
Epoch  33 Batch  174/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.214
Epoch  33 Batch  175/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.207
Epoch  33 Batch  176/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.213
Epoch  33 Batch  177/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.226
Epoch  33 Batch  178/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.214
Epoch  33 Batch  179/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.240
Epoch  33 Batch  180/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.216
Epoch  33 Batch  181/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.260
Epoch  33 Batch  182/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.900, Loss:  0.226
Epoch  33 Batch  183/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.900, Loss:  0.242
Epoch  33 Batch  184/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.218
Epoch  33 Batch  185/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.901, Loss:  0.223
Epoch  33 Batch  186/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.251
Epoch  33 Batch  187/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.216
Epoch  33 Batch  188/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.225
Epoch  33 Batch  189/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.219
Epoch  33 Batch  190/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.232
Epoch  33 Batch  191/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.187
Epoch  33 Batch  192/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.217
Epoch  33 Batch  193/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.228
Epoch  33 Batch  194/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.187
Epoch  33 Batch  195/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.212
Epoch  33 Batch  196/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.213
Epoch  33 Batch  197/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.224
Epoch  33 Batch  198/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.228
Epoch  33 Batch  199/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.198
Epoch  33 Batch  200/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.890, Loss:  0.226
Epoch  33 Batch  201/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.202
Epoch  33 Batch  202/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.885, Loss:  0.241
Epoch  33 Batch  203/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.885, Loss:  0.203
Epoch  33 Batch  204/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.885, Loss:  0.242
Epoch  33 Batch  205/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.885, Loss:  0.225
Epoch  33 Batch  206/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.885, Loss:  0.220
Epoch  33 Batch  207/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.883, Loss:  0.212
Epoch  33 Batch  208/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.883, Loss:  0.249
Epoch  33 Batch  209/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.883, Loss:  0.189
Epoch  33 Batch  210/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.225
Epoch  33 Batch  211/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.889, Loss:  0.201
Epoch  33 Batch  212/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.894, Loss:  0.196
Epoch  33 Batch  213/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.894, Loss:  0.209
Epoch  33 Batch  214/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.894, Loss:  0.224
Epoch  33 Batch  215/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.899, Loss:  0.235
Epoch  33 Batch  216/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.232
Epoch  33 Batch  217/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.191
Epoch  33 Batch  218/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.248
Epoch  33 Batch  219/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.202
Epoch  33 Batch  220/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.213
Epoch  33 Batch  221/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.217
Epoch  33 Batch  222/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.227
Epoch  33 Batch  223/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.195
Epoch  33 Batch  224/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.213
Epoch  33 Batch  225/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.243
Epoch  33 Batch  226/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.900, Loss:  0.221
Epoch  33 Batch  227/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.902, Loss:  0.258
Epoch  33 Batch  228/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.207
Epoch  33 Batch  229/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.244
Epoch  33 Batch  230/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.200
Epoch  33 Batch  231/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.260
Epoch  33 Batch  232/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.898, Loss:  0.212
Epoch  33 Batch  233/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.255
Epoch  33 Batch  234/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.894, Loss:  0.231
Epoch  33 Batch  235/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.893, Loss:  0.222
Epoch  33 Batch  236/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.243
Epoch  33 Batch  237/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.899, Loss:  0.188
Epoch  33 Batch  238/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.219
Epoch  33 Batch  239/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.899, Loss:  0.194
Epoch  33 Batch  240/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.899, Loss:  0.216
Epoch  33 Batch  241/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.204
Epoch  33 Batch  242/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.205
Epoch  33 Batch  243/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.235
Epoch  33 Batch  244/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.228
Epoch  33 Batch  245/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.904, Loss:  0.206
Epoch  33 Batch  246/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.213
Epoch  33 Batch  247/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.212
Epoch  33 Batch  248/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.219
Epoch  33 Batch  249/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.217
Epoch  33 Batch  250/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.213
Epoch  33 Batch  251/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.227
Epoch  33 Batch  252/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.220
Epoch  33 Batch  253/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.905, Loss:  0.218
Epoch  33 Batch  254/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.219
Epoch  33 Batch  255/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.905, Loss:  0.234
Epoch  33 Batch  256/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.276
Epoch  33 Batch  257/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.905, Loss:  0.230
Epoch  33 Batch  258/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.212
Epoch  33 Batch  259/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.229
Epoch  33 Batch  260/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.215
Epoch  33 Batch  261/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.226
Epoch  33 Batch  262/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.199
Epoch  33 Batch  263/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.895, Loss:  0.201
Epoch  33 Batch  264/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.894, Loss:  0.237
Epoch  33 Batch  265/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.232
Epoch  33 Batch  266/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.217
Epoch  33 Batch  267/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.884, Loss:  0.197
Epoch  33 Batch  268/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.238
Epoch  33 Batch  269/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.880, Loss:  0.250
Epoch  33 Batch  270/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.881, Loss:  0.233
Epoch  33 Batch  271/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.884, Loss:  0.210
Epoch  33 Batch  272/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.884, Loss:  0.306
Epoch  33 Batch  273/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.884, Loss:  0.198
Epoch  33 Batch  274/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.884, Loss:  0.239
Epoch  33 Batch  275/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.884, Loss:  0.231
Epoch  33 Batch  276/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.885, Loss:  0.259
Epoch  33 Batch  277/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.886, Loss:  0.189
Epoch  33 Batch  278/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.885, Loss:  0.259
Epoch  33 Batch  279/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.885, Loss:  0.251
Epoch  33 Batch  280/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.887, Loss:  0.255
Epoch  33 Batch  281/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.246
Epoch  33 Batch  282/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.894, Loss:  0.273
Epoch  33 Batch  283/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.230
Epoch  33 Batch  284/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.235
Epoch  33 Batch  285/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.233
Epoch  33 Batch  286/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.208
Epoch  33 Batch  287/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.226
Epoch  33 Batch  288/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.248
Epoch  33 Batch  289/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.227
Epoch  33 Batch  290/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.241
Epoch  33 Batch  291/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.239
Epoch  33 Batch  292/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.895, Loss:  0.214
Epoch  33 Batch  293/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.246
Epoch  33 Batch  294/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.224
Epoch  33 Batch  295/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.235
Epoch  33 Batch  296/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.214
Epoch  33 Batch  297/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.890, Loss:  0.252
Epoch  33 Batch  298/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.243
Epoch  33 Batch  299/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.222
Epoch  33 Batch  300/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.897, Loss:  0.203
Epoch  33 Batch  301/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.897, Loss:  0.217
Epoch  33 Batch  302/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.233
Epoch  33 Batch  303/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.261
Epoch  33 Batch  304/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.890, Loss:  0.218
Epoch  33 Batch  305/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.229
Epoch  33 Batch  306/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.220
Epoch  33 Batch  307/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.887, Loss:  0.234
Epoch  33 Batch  308/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.242
Epoch  33 Batch  309/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.211
Epoch  33 Batch  310/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.243
Epoch  33 Batch  311/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.200
Epoch  33 Batch  312/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.896, Loss:  0.255
Epoch  33 Batch  313/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.211
Epoch  33 Batch  314/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.210
Epoch  33 Batch  315/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.892, Loss:  0.215
Epoch  33 Batch  316/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.892, Loss:  0.192
Epoch  33 Batch  317/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.256
Epoch  33 Batch  318/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.896, Loss:  0.211
Epoch  33 Batch  319/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.900, Loss:  0.218
Epoch  33 Batch  320/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.236
Epoch  33 Batch  321/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.892, Loss:  0.227
Epoch  33 Batch  322/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.894, Loss:  0.201
Epoch  33 Batch  323/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.221
Epoch  33 Batch  324/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.894, Loss:  0.231
Epoch  33 Batch  325/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.219
Epoch  33 Batch  326/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.215
Epoch  33 Batch  327/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.252
Epoch  33 Batch  328/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.904, Loss:  0.245
Epoch  33 Batch  329/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.236
Epoch  33 Batch  330/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.255
Epoch  33 Batch  331/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.235
Epoch  33 Batch  332/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.899, Loss:  0.183
Epoch  33 Batch  333/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.216
Epoch  33 Batch  334/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.892, Loss:  0.213
Epoch  33 Batch  335/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.225
Epoch  33 Batch  336/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.252
Epoch  33 Batch  337/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.892, Loss:  0.232
Epoch  33 Batch  338/1077 - Train Accuracy:  0.835, Validation Accuracy:  0.892, Loss:  0.249
Epoch  33 Batch  339/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.198
Epoch  33 Batch  340/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.222
Epoch  33 Batch  341/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.895, Loss:  0.268
Epoch  33 Batch  342/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.223
Epoch  33 Batch  343/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.222
Epoch  33 Batch  344/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.228
Epoch  33 Batch  345/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.237
Epoch  33 Batch  346/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.231
Epoch  33 Batch  347/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.886, Loss:  0.199
Epoch  33 Batch  348/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.201
Epoch  33 Batch  349/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.891, Loss:  0.220
Epoch  33 Batch  350/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.240
Epoch  33 Batch  351/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.892, Loss:  0.245
Epoch  33 Batch  352/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.224
Epoch  33 Batch  353/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.888, Loss:  0.236
Epoch  33 Batch  354/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.888, Loss:  0.249
Epoch  33 Batch  355/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.258
Epoch  33 Batch  356/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.223
Epoch  33 Batch  357/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.889, Loss:  0.204
Epoch  33 Batch  358/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.888, Loss:  0.240
Epoch  33 Batch  359/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.239
Epoch  33 Batch  360/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.215
Epoch  33 Batch  361/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.225
Epoch  33 Batch  362/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.882, Loss:  0.225
Epoch  33 Batch  363/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.884, Loss:  0.233
Epoch  33 Batch  364/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.884, Loss:  0.240
Epoch  33 Batch  365/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.880, Loss:  0.232
Epoch  33 Batch  366/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.882, Loss:  0.214
Epoch  33 Batch  367/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.882, Loss:  0.197
Epoch  33 Batch  368/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.887, Loss:  0.230
Epoch  33 Batch  369/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.225
Epoch  33 Batch  370/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.885, Loss:  0.225
Epoch  33 Batch  371/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.881, Loss:  0.221
Epoch  33 Batch  372/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.881, Loss:  0.213
Epoch  33 Batch  373/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.886, Loss:  0.205
Epoch  33 Batch  374/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.886, Loss:  0.254
Epoch  33 Batch  375/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.886, Loss:  0.224
Epoch  33 Batch  376/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.886, Loss:  0.244
Epoch  33 Batch  377/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.218
Epoch  33 Batch  378/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.207
Epoch  33 Batch  379/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.261
Epoch  33 Batch  380/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.212
Epoch  33 Batch  381/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.239
Epoch  33 Batch  382/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.256
Epoch  33 Batch  383/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.210
Epoch  33 Batch  384/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.215
Epoch  33 Batch  385/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.894, Loss:  0.219
Epoch  33 Batch  386/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.894, Loss:  0.218
Epoch  33 Batch  387/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.217
Epoch  33 Batch  388/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.889, Loss:  0.222
Epoch  33 Batch  389/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.225
Epoch  33 Batch  390/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.888, Loss:  0.255
Epoch  33 Batch  391/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.232
Epoch  33 Batch  392/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.895, Loss:  0.233
Epoch  33 Batch  393/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.200
Epoch  33 Batch  394/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.227
Epoch  33 Batch  395/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.211
Epoch  33 Batch  396/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.259
Epoch  33 Batch  397/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.223
Epoch  33 Batch  398/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.874, Loss:  0.224
Epoch  33 Batch  399/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.879, Loss:  0.256
Epoch  33 Batch  400/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.875, Loss:  0.252
Epoch  33 Batch  401/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.875, Loss:  0.221
Epoch  33 Batch  402/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.875, Loss:  0.199
Epoch  33 Batch  403/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.880, Loss:  0.252
Epoch  33 Batch  404/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.880, Loss:  0.197
Epoch  33 Batch  405/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.877, Loss:  0.250
Epoch  33 Batch  406/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.882, Loss:  0.199
Epoch  33 Batch  407/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.247
Epoch  33 Batch  408/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.882, Loss:  0.242
Epoch  33 Batch  409/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.238
Epoch  33 Batch  410/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.267
Epoch  33 Batch  411/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.877, Loss:  0.215
Epoch  33 Batch  412/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.877, Loss:  0.213
Epoch  33 Batch  413/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.223
Epoch  33 Batch  414/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.878, Loss:  0.228
Epoch  33 Batch  415/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.877, Loss:  0.219
Epoch  33 Batch  416/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.877, Loss:  0.225
Epoch  33 Batch  417/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.878, Loss:  0.258
Epoch  33 Batch  418/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.875, Loss:  0.185
Epoch  33 Batch  419/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.218
Epoch  33 Batch  420/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.881, Loss:  0.225
Epoch  33 Batch  421/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.876, Loss:  0.252
Epoch  33 Batch  422/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.880, Loss:  0.216
Epoch  33 Batch  423/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.881, Loss:  0.241
Epoch  33 Batch  424/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.880, Loss:  0.223
Epoch  33 Batch  425/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.880, Loss:  0.213
Epoch  33 Batch  426/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.241
Epoch  33 Batch  427/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.882, Loss:  0.220
Epoch  33 Batch  428/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.209
Epoch  33 Batch  429/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.881, Loss:  0.225
Epoch  33 Batch  430/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.212
Epoch  33 Batch  431/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.196
Epoch  33 Batch  432/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.873, Loss:  0.234
Epoch  33 Batch  433/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.874, Loss:  0.237
Epoch  33 Batch  434/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.873, Loss:  0.241
Epoch  33 Batch  435/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.872, Loss:  0.248
Epoch  33 Batch  436/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.873, Loss:  0.203
Epoch  33 Batch  437/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.233
Epoch  33 Batch  438/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.221
Epoch  33 Batch  439/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.878, Loss:  0.251
Epoch  33 Batch  440/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.879, Loss:  0.233
Epoch  33 Batch  441/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.878, Loss:  0.216
Epoch  33 Batch  442/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.231
Epoch  33 Batch  443/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.882, Loss:  0.230
Epoch  33 Batch  444/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.876, Loss:  0.215
Epoch  33 Batch  445/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.227
Epoch  33 Batch  446/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.876, Loss:  0.197
Epoch  33 Batch  447/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.870, Loss:  0.212
Epoch  33 Batch  448/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.870, Loss:  0.242
Epoch  33 Batch  449/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.868, Loss:  0.237
Epoch  33 Batch  450/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.864, Loss:  0.232
Epoch  33 Batch  451/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.864, Loss:  0.210
Epoch  33 Batch  452/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.867, Loss:  0.257
Epoch  33 Batch  453/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.867, Loss:  0.235
Epoch  33 Batch  454/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.866, Loss:  0.243
Epoch  33 Batch  455/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.867, Loss:  0.223
Epoch  33 Batch  456/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.877, Loss:  0.224
Epoch  33 Batch  457/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.879, Loss:  0.207
Epoch  33 Batch  458/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.879, Loss:  0.225
Epoch  33 Batch  459/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.220
Epoch  33 Batch  460/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.212
Epoch  33 Batch  461/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.221
Epoch  33 Batch  462/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.894, Loss:  0.214
Epoch  33 Batch  463/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.236
Epoch  33 Batch  464/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.894, Loss:  0.205
Epoch  33 Batch  465/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.235
Epoch  33 Batch  466/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.227
Epoch  33 Batch  467/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.227
Epoch  33 Batch  468/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.248
Epoch  33 Batch  469/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.895, Loss:  0.195
Epoch  33 Batch  470/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.891, Loss:  0.243
Epoch  33 Batch  471/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.886, Loss:  0.209
Epoch  33 Batch  472/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.201
Epoch  33 Batch  473/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.227
Epoch  33 Batch  474/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.883, Loss:  0.230
Epoch  33 Batch  475/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.885, Loss:  0.209
Epoch  33 Batch  476/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.202
Epoch  33 Batch  477/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.204
Epoch  33 Batch  478/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.228
Epoch  33 Batch  479/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.890, Loss:  0.248
Epoch  33 Batch  480/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.235
Epoch  33 Batch  481/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.236
Epoch  33 Batch  482/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.255
Epoch  33 Batch  483/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.884, Loss:  0.227
Epoch  33 Batch  484/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.248
Epoch  33 Batch  485/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.235
Epoch  33 Batch  486/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.889, Loss:  0.211
Epoch  33 Batch  487/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.235
Epoch  33 Batch  488/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.232
Epoch  33 Batch  489/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.203
Epoch  33 Batch  490/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.234
Epoch  33 Batch  491/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.239
Epoch  33 Batch  492/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.893, Loss:  0.257
Epoch  33 Batch  493/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.209
Epoch  33 Batch  494/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.899, Loss:  0.221
Epoch  33 Batch  495/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.215
Epoch  33 Batch  496/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.220
Epoch  33 Batch  497/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.898, Loss:  0.240
Epoch  33 Batch  498/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.223
Epoch  33 Batch  499/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.895, Loss:  0.199
Epoch  33 Batch  500/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.216
Epoch  33 Batch  501/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.212
Epoch  33 Batch  502/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.896, Loss:  0.211
Epoch  33 Batch  503/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.208
Epoch  33 Batch  504/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.892, Loss:  0.220
Epoch  33 Batch  505/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.184
Epoch  33 Batch  506/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.221
Epoch  33 Batch  507/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.219
Epoch  33 Batch  508/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.212
Epoch  33 Batch  509/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.889, Loss:  0.235
Epoch  33 Batch  510/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.883, Loss:  0.210
Epoch  33 Batch  511/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.229
Epoch  33 Batch  512/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.207
Epoch  33 Batch  513/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.229
Epoch  33 Batch  514/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.213
Epoch  33 Batch  515/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.211
Epoch  33 Batch  516/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.204
Epoch  33 Batch  517/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.205
Epoch  33 Batch  518/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.210
Epoch  33 Batch  519/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.246
Epoch  33 Batch  520/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.215
Epoch  33 Batch  521/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.208
Epoch  33 Batch  522/1077 - Train Accuracy:  0.842, Validation Accuracy:  0.902, Loss:  0.261
Epoch  33 Batch  523/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.900, Loss:  0.233
Epoch  33 Batch  524/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.225
Epoch  33 Batch  525/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.210
Epoch  33 Batch  526/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.224
Epoch  33 Batch  527/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.890, Loss:  0.228
Epoch  33 Batch  528/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.211
Epoch  33 Batch  529/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.223
Epoch  33 Batch  530/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.889, Loss:  0.232
Epoch  33 Batch  531/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.889, Loss:  0.231
Epoch  33 Batch  532/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.890, Loss:  0.231
Epoch  33 Batch  533/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.889, Loss:  0.266
Epoch  33 Batch  534/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.210
Epoch  33 Batch  535/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.884, Loss:  0.212
Epoch  33 Batch  536/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.887, Loss:  0.203
Epoch  33 Batch  537/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.220
Epoch  33 Batch  538/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.886, Loss:  0.185
Epoch  33 Batch  539/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.243
Epoch  33 Batch  540/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.889, Loss:  0.203
Epoch  33 Batch  541/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.241
Epoch  33 Batch  542/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.222
Epoch  33 Batch  543/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.893, Loss:  0.238
Epoch  33 Batch  544/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.199
Epoch  33 Batch  545/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.249
Epoch  33 Batch  546/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.240
Epoch  33 Batch  547/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.218
Epoch  33 Batch  548/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.234
Epoch  33 Batch  549/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.901, Loss:  0.230
Epoch  33 Batch  550/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.900, Loss:  0.239
Epoch  33 Batch  551/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.234
Epoch  33 Batch  552/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.254
Epoch  33 Batch  553/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.236
Epoch  33 Batch  554/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.216
Epoch  33 Batch  555/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.225
Epoch  33 Batch  556/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.220
Epoch  33 Batch  557/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.215
Epoch  33 Batch  558/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.220
Epoch  33 Batch  559/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.218
Epoch  33 Batch  560/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.208
Epoch  33 Batch  561/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.198
Epoch  33 Batch  562/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.220
Epoch  33 Batch  563/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.892, Loss:  0.244
Epoch  33 Batch  564/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.251
Epoch  33 Batch  565/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.237
Epoch  33 Batch  566/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.267
Epoch  33 Batch  567/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.231
Epoch  33 Batch  568/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.887, Loss:  0.208
Epoch  33 Batch  569/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.231
Epoch  33 Batch  570/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.239
Epoch  33 Batch  571/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.204
Epoch  33 Batch  572/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.886, Loss:  0.199
Epoch  33 Batch  573/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.241
Epoch  33 Batch  574/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.251
Epoch  33 Batch  575/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.215
Epoch  33 Batch  576/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.213
Epoch  33 Batch  577/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.247
Epoch  33 Batch  578/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.249
Epoch  33 Batch  579/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.204
Epoch  33 Batch  580/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.204
Epoch  33 Batch  581/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.199
Epoch  33 Batch  582/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.896, Loss:  0.226
Epoch  33 Batch  583/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.249
Epoch  33 Batch  584/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.884, Loss:  0.224
Epoch  33 Batch  585/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.887, Loss:  0.206
Epoch  33 Batch  586/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.887, Loss:  0.235
Epoch  33 Batch  587/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.883, Loss:  0.251
Epoch  33 Batch  588/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.874, Loss:  0.221
Epoch  33 Batch  589/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.874, Loss:  0.224
Epoch  33 Batch  590/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.228
Epoch  33 Batch  591/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.875, Loss:  0.214
Epoch  33 Batch  592/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.871, Loss:  0.245
Epoch  33 Batch  593/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.874, Loss:  0.238
Epoch  33 Batch  594/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.871, Loss:  0.246
Epoch  33 Batch  595/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.245
Epoch  33 Batch  596/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.876, Loss:  0.225
Epoch  33 Batch  597/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.235
Epoch  33 Batch  598/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.876, Loss:  0.232
Epoch  33 Batch  599/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.295
Epoch  33 Batch  600/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.222
Epoch  33 Batch  601/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.884, Loss:  0.216
Epoch  33 Batch  602/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.888, Loss:  0.226
Epoch  33 Batch  603/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.224
Epoch  33 Batch  604/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.884, Loss:  0.256
Epoch  33 Batch  605/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.884, Loss:  0.278
Epoch  33 Batch  606/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.881, Loss:  0.205
Epoch  33 Batch  607/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.214
Epoch  33 Batch  608/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.243
Epoch  33 Batch  609/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.892, Loss:  0.230
Epoch  33 Batch  610/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.252
Epoch  33 Batch  611/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.239
Epoch  33 Batch  612/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.897, Loss:  0.207
Epoch  33 Batch  613/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.252
Epoch  33 Batch  614/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.209
Epoch  33 Batch  615/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.905, Loss:  0.215
Epoch  33 Batch  616/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.230
Epoch  33 Batch  617/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.207
Epoch  33 Batch  618/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.222
Epoch  33 Batch  619/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.896, Loss:  0.223
Epoch  33 Batch  620/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.212
Epoch  33 Batch  621/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.896, Loss:  0.225
Epoch  33 Batch  622/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.238
Epoch  33 Batch  623/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.897, Loss:  0.235
Epoch  33 Batch  624/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.224
Epoch  33 Batch  625/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.217
Epoch  33 Batch  626/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.206
Epoch  33 Batch  627/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.240
Epoch  33 Batch  628/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.240
Epoch  33 Batch  629/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.892, Loss:  0.249
Epoch  33 Batch  630/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.221
Epoch  33 Batch  631/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.232
Epoch  33 Batch  632/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.208
Epoch  33 Batch  633/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.227
Epoch  33 Batch  634/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.887, Loss:  0.210
Epoch  33 Batch  635/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.882, Loss:  0.279
Epoch  33 Batch  636/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.878, Loss:  0.223
Epoch  33 Batch  637/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.874, Loss:  0.225
Epoch  33 Batch  638/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.877, Loss:  0.225
Epoch  33 Batch  639/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.226
Epoch  33 Batch  640/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.874, Loss:  0.203
Epoch  33 Batch  641/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.872, Loss:  0.227
Epoch  33 Batch  642/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.871, Loss:  0.216
Epoch  33 Batch  643/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.879, Loss:  0.196
Epoch  33 Batch  644/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.209
Epoch  33 Batch  645/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.209
Epoch  33 Batch  646/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.225
Epoch  33 Batch  647/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.224
Epoch  33 Batch  648/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.191
Epoch  33 Batch  649/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.227
Epoch  33 Batch  650/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.233
Epoch  33 Batch  651/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.223
Epoch  33 Batch  652/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.234
Epoch  33 Batch  653/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.227
Epoch  33 Batch  654/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.213
Epoch  33 Batch  655/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.251
Epoch  33 Batch  656/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.211
Epoch  33 Batch  657/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.256
Epoch  33 Batch  658/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.221
Epoch  33 Batch  659/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.218
Epoch  33 Batch  660/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.236
Epoch  33 Batch  661/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.204
Epoch  33 Batch  662/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.905, Loss:  0.204
Epoch  33 Batch  663/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.215
Epoch  33 Batch  664/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.240
Epoch  33 Batch  665/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.217
Epoch  33 Batch  666/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.239
Epoch  33 Batch  667/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.238
Epoch  33 Batch  668/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.213
Epoch  33 Batch  669/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.210
Epoch  33 Batch  670/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.228
Epoch  33 Batch  671/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.260
Epoch  33 Batch  672/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.891, Loss:  0.244
Epoch  33 Batch  673/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.210
Epoch  33 Batch  674/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.211
Epoch  33 Batch  675/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.252
Epoch  33 Batch  676/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.223
Epoch  33 Batch  677/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.250
Epoch  33 Batch  678/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.206
Epoch  33 Batch  679/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.250
Epoch  33 Batch  680/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.227
Epoch  33 Batch  681/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.223
Epoch  33 Batch  682/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.225
Epoch  33 Batch  683/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.213
Epoch  33 Batch  684/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.212
Epoch  33 Batch  685/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.234
Epoch  33 Batch  686/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.203
Epoch  33 Batch  687/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.226
Epoch  33 Batch  688/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.223
Epoch  33 Batch  689/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.903, Loss:  0.208
Epoch  33 Batch  690/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.233
Epoch  33 Batch  691/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.903, Loss:  0.265
Epoch  33 Batch  692/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.217
Epoch  33 Batch  693/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.899, Loss:  0.258
Epoch  33 Batch  694/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.895, Loss:  0.230
Epoch  33 Batch  695/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.208
Epoch  33 Batch  696/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.886, Loss:  0.256
Epoch  33 Batch  697/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.218
Epoch  33 Batch  698/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.203
Epoch  33 Batch  699/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.214
Epoch  33 Batch  700/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.886, Loss:  0.198
Epoch  33 Batch  701/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.887, Loss:  0.215
Epoch  33 Batch  702/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.886, Loss:  0.236
Epoch  33 Batch  703/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.226
Epoch  33 Batch  704/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.887, Loss:  0.251
Epoch  33 Batch  705/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.245
Epoch  33 Batch  706/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.887, Loss:  0.258
Epoch  33 Batch  707/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.221
Epoch  33 Batch  708/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.883, Loss:  0.215
Epoch  33 Batch  709/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.884, Loss:  0.238
Epoch  33 Batch  710/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.883, Loss:  0.209
Epoch  33 Batch  711/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.254
Epoch  33 Batch  712/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.241
Epoch  33 Batch  713/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.212
Epoch  33 Batch  714/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.229
Epoch  33 Batch  715/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.897, Loss:  0.267
Epoch  33 Batch  716/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.897, Loss:  0.200
Epoch  33 Batch  717/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.897, Loss:  0.213
Epoch  33 Batch  718/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.208
Epoch  33 Batch  719/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.901, Loss:  0.218
Epoch  33 Batch  720/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.900, Loss:  0.264
Epoch  33 Batch  721/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.222
Epoch  33 Batch  722/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.901, Loss:  0.217
Epoch  33 Batch  723/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.215
Epoch  33 Batch  724/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.244
Epoch  33 Batch  725/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.207
Epoch  33 Batch  726/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.213
Epoch  33 Batch  727/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.899, Loss:  0.192
Epoch  33 Batch  728/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.898, Loss:  0.230
Epoch  33 Batch  729/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.242
Epoch  33 Batch  730/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.236
Epoch  33 Batch  731/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.231
Epoch  33 Batch  732/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.237
Epoch  33 Batch  733/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.231
Epoch  33 Batch  734/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.237
Epoch  33 Batch  735/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.208
Epoch  33 Batch  736/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.210
Epoch  33 Batch  737/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.886, Loss:  0.247
Epoch  33 Batch  738/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.198
Epoch  33 Batch  739/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.881, Loss:  0.213
Epoch  33 Batch  740/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.880, Loss:  0.231
Epoch  33 Batch  741/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.884, Loss:  0.248
Epoch  33 Batch  742/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.885, Loss:  0.217
Epoch  33 Batch  743/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.885, Loss:  0.228
Epoch  33 Batch  744/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.890, Loss:  0.202
Epoch  33 Batch  745/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.223
Epoch  33 Batch  746/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.894, Loss:  0.212
Epoch  33 Batch  747/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.215
Epoch  33 Batch  748/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.219
Epoch  33 Batch  749/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.236
Epoch  33 Batch  750/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.898, Loss:  0.226
Epoch  33 Batch  751/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.204
Epoch  33 Batch  752/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.222
Epoch  33 Batch  753/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.889, Loss:  0.223
Epoch  33 Batch  754/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.227
Epoch  33 Batch  755/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.238
Epoch  33 Batch  756/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.883, Loss:  0.225
Epoch  33 Batch  757/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.879, Loss:  0.246
Epoch  33 Batch  758/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.879, Loss:  0.198
Epoch  33 Batch  759/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.201
Epoch  33 Batch  760/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.231
Epoch  33 Batch  761/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.880, Loss:  0.221
Epoch  33 Batch  762/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.880, Loss:  0.199
Epoch  33 Batch  763/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.198
Epoch  33 Batch  764/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.880, Loss:  0.234
Epoch  33 Batch  765/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.885, Loss:  0.211
Epoch  33 Batch  766/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.243
Epoch  33 Batch  767/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.212
Epoch  33 Batch  768/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.219
Epoch  33 Batch  769/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.214
Epoch  33 Batch  770/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.898, Loss:  0.196
Epoch  33 Batch  771/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.234
Epoch  33 Batch  772/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.901, Loss:  0.239
Epoch  33 Batch  773/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.209
Epoch  33 Batch  774/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.223
Epoch  33 Batch  775/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.226
Epoch  33 Batch  776/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.204
Epoch  33 Batch  777/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.901, Loss:  0.229
Epoch  33 Batch  778/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.215
Epoch  33 Batch  779/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.217
Epoch  33 Batch  780/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.901, Loss:  0.252
Epoch  33 Batch  781/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.194
Epoch  33 Batch  782/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.232
Epoch  33 Batch  783/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.249
Epoch  33 Batch  784/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.202
Epoch  33 Batch  785/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.897, Loss:  0.205
Epoch  33 Batch  786/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.235
Epoch  33 Batch  787/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.217
Epoch  33 Batch  788/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.207
Epoch  33 Batch  789/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.233
Epoch  33 Batch  790/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.892, Loss:  0.247
Epoch  33 Batch  791/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.224
Epoch  33 Batch  792/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.216
Epoch  33 Batch  793/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.218
Epoch  33 Batch  794/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.201
Epoch  33 Batch  795/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.248
Epoch  33 Batch  796/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.222
Epoch  33 Batch  797/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.893, Loss:  0.217
Epoch  33 Batch  798/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.214
Epoch  33 Batch  799/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.253
Epoch  33 Batch  800/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.246
Epoch  33 Batch  801/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.896, Loss:  0.235
Epoch  33 Batch  802/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.237
Epoch  33 Batch  803/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.243
Epoch  33 Batch  804/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.230
Epoch  33 Batch  805/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.895, Loss:  0.233
Epoch  33 Batch  806/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.890, Loss:  0.222
Epoch  33 Batch  807/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.205
Epoch  33 Batch  808/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.260
Epoch  33 Batch  809/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.891, Loss:  0.250
Epoch  33 Batch  810/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.882, Loss:  0.203
Epoch  33 Batch  811/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.214
Epoch  33 Batch  812/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.222
Epoch  33 Batch  813/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.219
Epoch  33 Batch  814/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.872, Loss:  0.242
Epoch  33 Batch  815/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.870, Loss:  0.219
Epoch  33 Batch  816/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.873, Loss:  0.234
Epoch  33 Batch  817/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.871, Loss:  0.247
Epoch  33 Batch  818/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.871, Loss:  0.225
Epoch  33 Batch  819/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.875, Loss:  0.227
Epoch  33 Batch  820/1077 - Train Accuracy:  0.841, Validation Accuracy:  0.875, Loss:  0.234
Epoch  33 Batch  821/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.880, Loss:  0.213
Epoch  33 Batch  822/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.883, Loss:  0.214
Epoch  33 Batch  823/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.884, Loss:  0.228
Epoch  33 Batch  824/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.206
Epoch  33 Batch  825/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.885, Loss:  0.205
Epoch  33 Batch  826/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.218
Epoch  33 Batch  827/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.231
Epoch  33 Batch  828/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.199
Epoch  33 Batch  829/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.268
Epoch  33 Batch  830/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.228
Epoch  33 Batch  831/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.895, Loss:  0.221
Epoch  33 Batch  832/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.222
Epoch  33 Batch  833/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.236
Epoch  33 Batch  834/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.230
Epoch  33 Batch  835/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.228
Epoch  33 Batch  836/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.893, Loss:  0.221
Epoch  33 Batch  837/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.894, Loss:  0.268
Epoch  33 Batch  838/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.894, Loss:  0.222
Epoch  33 Batch  839/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.204
Epoch  33 Batch  840/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.224
Epoch  33 Batch  841/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.237
Epoch  33 Batch  842/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.204
Epoch  33 Batch  843/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.204
Epoch  33 Batch  844/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.200
Epoch  33 Batch  845/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.209
Epoch  33 Batch  846/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.891, Loss:  0.243
Epoch  33 Batch  847/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.252
Epoch  33 Batch  848/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.885, Loss:  0.200
Epoch  33 Batch  849/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.204
Epoch  33 Batch  850/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.236
Epoch  33 Batch  851/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.235
Epoch  33 Batch  852/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.894, Loss:  0.234
Epoch  33 Batch  853/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.894, Loss:  0.206
Epoch  33 Batch  854/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.894, Loss:  0.240
Epoch  33 Batch  855/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.214
Epoch  33 Batch  856/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.231
Epoch  33 Batch  857/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.205
Epoch  33 Batch  858/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.883, Loss:  0.229
Epoch  33 Batch  859/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.247
Epoch  33 Batch  860/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.226
Epoch  33 Batch  861/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.884, Loss:  0.213
Epoch  33 Batch  862/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.214
Epoch  33 Batch  863/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.884, Loss:  0.205
Epoch  33 Batch  864/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.884, Loss:  0.221
Epoch  33 Batch  865/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.217
Epoch  33 Batch  866/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.211
Epoch  33 Batch  867/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.273
Epoch  33 Batch  868/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.873, Loss:  0.229
Epoch  33 Batch  869/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.878, Loss:  0.221
Epoch  33 Batch  870/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.877, Loss:  0.242
Epoch  33 Batch  871/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.877, Loss:  0.201
Epoch  33 Batch  872/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.883, Loss:  0.209
Epoch  33 Batch  873/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.883, Loss:  0.247
Epoch  33 Batch  874/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.881, Loss:  0.241
Epoch  33 Batch  875/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.881, Loss:  0.228
Epoch  33 Batch  876/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.881, Loss:  0.245
Epoch  33 Batch  877/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.215
Epoch  33 Batch  878/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.223
Epoch  33 Batch  879/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.885, Loss:  0.213
Epoch  33 Batch  880/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.221
Epoch  33 Batch  881/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.235
Epoch  33 Batch  882/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.885, Loss:  0.225
Epoch  33 Batch  883/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.886, Loss:  0.273
Epoch  33 Batch  884/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.891, Loss:  0.219
Epoch  33 Batch  885/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.890, Loss:  0.188
Epoch  33 Batch  886/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.250
Epoch  33 Batch  887/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.243
Epoch  33 Batch  888/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.222
Epoch  33 Batch  889/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.219
Epoch  33 Batch  890/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.216
Epoch  33 Batch  891/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.890, Loss:  0.226
Epoch  33 Batch  892/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.195
Epoch  33 Batch  893/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.885, Loss:  0.219
Epoch  33 Batch  894/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.885, Loss:  0.227
Epoch  33 Batch  895/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.241
Epoch  33 Batch  896/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.240
Epoch  33 Batch  897/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.200
Epoch  33 Batch  898/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.901, Loss:  0.198
Epoch  33 Batch  899/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.216
Epoch  33 Batch  900/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.235
Epoch  33 Batch  901/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.245
Epoch  33 Batch  902/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.902, Loss:  0.243
Epoch  33 Batch  903/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.211
Epoch  33 Batch  904/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.897, Loss:  0.223
Epoch  33 Batch  905/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.212
Epoch  33 Batch  906/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.223
Epoch  33 Batch  907/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.906, Loss:  0.221
Epoch  33 Batch  908/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.243
Epoch  33 Batch  909/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.225
Epoch  33 Batch  910/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.213
Epoch  33 Batch  911/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.212
Epoch  33 Batch  912/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.250
Epoch  33 Batch  913/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.899, Loss:  0.270
Epoch  33 Batch  914/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.258
Epoch  33 Batch  915/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.901, Loss:  0.219
Epoch  33 Batch  916/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.239
Epoch  33 Batch  917/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.219
Epoch  33 Batch  918/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.200
Epoch  33 Batch  919/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.195
Epoch  33 Batch  920/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.250
Epoch  33 Batch  921/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.244
Epoch  33 Batch  922/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.239
Epoch  33 Batch  923/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.223
Epoch  33 Batch  924/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.251
Epoch  33 Batch  925/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.896, Loss:  0.210
Epoch  33 Batch  926/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.891, Loss:  0.245
Epoch  33 Batch  927/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.892, Loss:  0.246
Epoch  33 Batch  928/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.225
Epoch  33 Batch  929/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.246
Epoch  33 Batch  930/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.227
Epoch  33 Batch  931/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.216
Epoch  33 Batch  932/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.877, Loss:  0.214
Epoch  33 Batch  933/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.231
Epoch  33 Batch  934/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.877, Loss:  0.224
Epoch  33 Batch  935/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.878, Loss:  0.226
Epoch  33 Batch  936/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.877, Loss:  0.228
Epoch  33 Batch  937/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.245
Epoch  33 Batch  938/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.251
Epoch  33 Batch  939/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.267
Epoch  33 Batch  940/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.198
Epoch  33 Batch  941/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.213
Epoch  33 Batch  942/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.893, Loss:  0.240
Epoch  33 Batch  943/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.223
Epoch  33 Batch  944/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.895, Loss:  0.220
Epoch  33 Batch  945/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.213
Epoch  33 Batch  946/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.902, Loss:  0.233
Epoch  33 Batch  947/1077 - Train Accuracy:  0.823, Validation Accuracy:  0.901, Loss:  0.252
Epoch  33 Batch  948/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.220
Epoch  33 Batch  949/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.190
Epoch  33 Batch  950/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.223
Epoch  33 Batch  951/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.901, Loss:  0.220
Epoch  33 Batch  952/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.900, Loss:  0.204
Epoch  33 Batch  953/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.897, Loss:  0.212
Epoch  33 Batch  954/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.245
Epoch  33 Batch  955/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.239
Epoch  33 Batch  956/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.229
Epoch  33 Batch  957/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.890, Loss:  0.217
Epoch  33 Batch  958/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.889, Loss:  0.226
Epoch  33 Batch  959/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.889, Loss:  0.213
Epoch  33 Batch  960/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.889, Loss:  0.207
Epoch  33 Batch  961/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.894, Loss:  0.236
Epoch  33 Batch  962/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.216
Epoch  33 Batch  963/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.250
Epoch  33 Batch  964/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.220
Epoch  33 Batch  965/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.885, Loss:  0.238
Epoch  33 Batch  966/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.889, Loss:  0.186
Epoch  33 Batch  967/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.199
Epoch  33 Batch  968/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.895, Loss:  0.250
Epoch  33 Batch  969/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.891, Loss:  0.265
Epoch  33 Batch  970/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.888, Loss:  0.239
Epoch  33 Batch  971/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.875, Loss:  0.213
Epoch  33 Batch  972/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.879, Loss:  0.225
Epoch  33 Batch  973/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.880, Loss:  0.199
Epoch  33 Batch  974/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.875, Loss:  0.216
Epoch  33 Batch  975/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.876, Loss:  0.220
Epoch  33 Batch  976/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.214
Epoch  33 Batch  977/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.197
Epoch  33 Batch  978/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.885, Loss:  0.236
Epoch  33 Batch  979/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.879, Loss:  0.234
Epoch  33 Batch  980/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.228
Epoch  33 Batch  981/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.899, Loss:  0.222
Epoch  33 Batch  982/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.212
Epoch  33 Batch  983/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.237
Epoch  33 Batch  984/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.899, Loss:  0.241
Epoch  33 Batch  985/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.199
Epoch  33 Batch  986/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.221
Epoch  33 Batch  987/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.902, Loss:  0.203
Epoch  33 Batch  988/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.241
Epoch  33 Batch  989/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.248
Epoch  33 Batch  990/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.902, Loss:  0.254
Epoch  33 Batch  991/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.234
Epoch  33 Batch  992/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.217
Epoch  33 Batch  993/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.200
Epoch  33 Batch  994/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.899, Loss:  0.234
Epoch  33 Batch  995/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.221
Epoch  33 Batch  996/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.223
Epoch  33 Batch  997/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.238
Epoch  33 Batch  998/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.220
Epoch  33 Batch  999/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.221
Epoch  33 Batch 1000/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.209
Epoch  33 Batch 1001/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.196
Epoch  33 Batch 1002/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.890, Loss:  0.198
Epoch  33 Batch 1003/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.229
Epoch  33 Batch 1004/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.889, Loss:  0.246
Epoch  33 Batch 1005/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.880, Loss:  0.231
Epoch  33 Batch 1006/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.189
Epoch  33 Batch 1007/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.885, Loss:  0.205
Epoch  33 Batch 1008/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.881, Loss:  0.250
Epoch  33 Batch 1009/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.885, Loss:  0.194
Epoch  33 Batch 1010/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.889, Loss:  0.224
Epoch  33 Batch 1011/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.889, Loss:  0.235
Epoch  33 Batch 1012/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.894, Loss:  0.194
Epoch  33 Batch 1013/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.215
Epoch  33 Batch 1014/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.892, Loss:  0.241
Epoch  33 Batch 1015/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.264
Epoch  33 Batch 1016/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.892, Loss:  0.231
Epoch  33 Batch 1017/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.897, Loss:  0.226
Epoch  33 Batch 1018/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.897, Loss:  0.211
Epoch  33 Batch 1019/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.259
Epoch  33 Batch 1020/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.897, Loss:  0.200
Epoch  33 Batch 1021/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.199
Epoch  33 Batch 1022/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.208
Epoch  33 Batch 1023/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.201
Epoch  33 Batch 1024/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.895, Loss:  0.240
Epoch  33 Batch 1025/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.891, Loss:  0.217
Epoch  33 Batch 1026/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.888, Loss:  0.231
Epoch  33 Batch 1027/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.887, Loss:  0.240
Epoch  33 Batch 1028/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.887, Loss:  0.224
Epoch  33 Batch 1029/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.217
Epoch  33 Batch 1030/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.884, Loss:  0.211
Epoch  33 Batch 1031/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.239
Epoch  33 Batch 1032/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.882, Loss:  0.245
Epoch  33 Batch 1033/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.883, Loss:  0.221
Epoch  33 Batch 1034/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.883, Loss:  0.223
Epoch  33 Batch 1035/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.889, Loss:  0.182
Epoch  33 Batch 1036/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.885, Loss:  0.243
Epoch  33 Batch 1037/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.223
Epoch  33 Batch 1038/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.214
Epoch  33 Batch 1039/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.237
Epoch  33 Batch 1040/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.243
Epoch  33 Batch 1041/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.887, Loss:  0.204
Epoch  33 Batch 1042/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.887, Loss:  0.227
Epoch  33 Batch 1043/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.887, Loss:  0.236
Epoch  33 Batch 1044/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.219
Epoch  33 Batch 1045/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.233
Epoch  33 Batch 1046/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.209
Epoch  33 Batch 1047/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.221
Epoch  33 Batch 1048/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.223
Epoch  33 Batch 1049/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.888, Loss:  0.228
Epoch  33 Batch 1050/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.218
Epoch  33 Batch 1051/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.239
Epoch  33 Batch 1052/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.216
Epoch  33 Batch 1053/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.898, Loss:  0.204
Epoch  33 Batch 1054/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.218
Epoch  33 Batch 1055/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.903, Loss:  0.215
Epoch  33 Batch 1056/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.215
Epoch  33 Batch 1057/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.898, Loss:  0.238
Epoch  33 Batch 1058/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.899, Loss:  0.239
Epoch  33 Batch 1059/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.249
Epoch  33 Batch 1060/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.186
Epoch  33 Batch 1061/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.900, Loss:  0.252
Epoch  33 Batch 1062/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.207
Epoch  33 Batch 1063/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.900, Loss:  0.225
Epoch  33 Batch 1064/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.215
Epoch  33 Batch 1065/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.217
Epoch  33 Batch 1066/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.200
Epoch  33 Batch 1067/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.896, Loss:  0.220
Epoch  33 Batch 1068/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.227
Epoch  33 Batch 1069/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.194
Epoch  33 Batch 1070/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.895, Loss:  0.234
Epoch  33 Batch 1071/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.222
Epoch  33 Batch 1072/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.227
Epoch  33 Batch 1073/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.235
Epoch  33 Batch 1074/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.253
Epoch  33 Batch 1075/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.899, Loss:  0.243
Epoch  34 Batch    0/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.197
Epoch  34 Batch    1/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.201
Epoch  34 Batch    2/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.902, Loss:  0.236
Epoch  34 Batch    3/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.234
Epoch  34 Batch    4/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.220
Epoch  34 Batch    5/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.235
Epoch  34 Batch    6/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.239
Epoch  34 Batch    7/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.196
Epoch  34 Batch    8/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.892, Loss:  0.215
Epoch  34 Batch    9/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.218
Epoch  34 Batch   10/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.898, Loss:  0.215
Epoch  34 Batch   11/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.228
Epoch  34 Batch   12/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.248
Epoch  34 Batch   13/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.886, Loss:  0.235
Epoch  34 Batch   14/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.886, Loss:  0.195
Epoch  34 Batch   15/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.890, Loss:  0.200
Epoch  34 Batch   16/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.223
Epoch  34 Batch   17/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.221
Epoch  34 Batch   18/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.896, Loss:  0.229
Epoch  34 Batch   19/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.236
Epoch  34 Batch   20/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.213
Epoch  34 Batch   21/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.231
Epoch  34 Batch   22/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.234
Epoch  34 Batch   23/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.215
Epoch  34 Batch   24/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.226
Epoch  34 Batch   25/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.893, Loss:  0.197
Epoch  34 Batch   26/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.888, Loss:  0.235
Epoch  34 Batch   27/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.889, Loss:  0.197
Epoch  34 Batch   28/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.889, Loss:  0.220
Epoch  34 Batch   29/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.225
Epoch  34 Batch   30/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.202
Epoch  34 Batch   31/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.219
Epoch  34 Batch   32/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.209
Epoch  34 Batch   33/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.888, Loss:  0.196
Epoch  34 Batch   34/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.215
Epoch  34 Batch   35/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.892, Loss:  0.215
Epoch  34 Batch   36/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.209
Epoch  34 Batch   37/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.223
Epoch  34 Batch   38/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.246
Epoch  34 Batch   39/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.240
Epoch  34 Batch   40/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.214
Epoch  34 Batch   41/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.211
Epoch  34 Batch   42/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.891, Loss:  0.246
Epoch  34 Batch   43/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.212
Epoch  34 Batch   44/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.897, Loss:  0.222
Epoch  34 Batch   45/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.897, Loss:  0.244
Epoch  34 Batch   46/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.898, Loss:  0.239
Epoch  34 Batch   47/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.205
Epoch  34 Batch   48/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.895, Loss:  0.252
Epoch  34 Batch   49/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.235
Epoch  34 Batch   50/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.901, Loss:  0.202
Epoch  34 Batch   51/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.209
Epoch  34 Batch   52/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.223
Epoch  34 Batch   53/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.229
Epoch  34 Batch   54/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.900, Loss:  0.255
Epoch  34 Batch   55/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.210
Epoch  34 Batch   56/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.218
Epoch  34 Batch   57/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.194
Epoch  34 Batch   58/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.209
Epoch  34 Batch   59/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.889, Loss:  0.233
Epoch  34 Batch   60/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.889, Loss:  0.211
Epoch  34 Batch   61/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.239
Epoch  34 Batch   62/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.224
Epoch  34 Batch   63/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.882, Loss:  0.195
Epoch  34 Batch   64/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.192
Epoch  34 Batch   65/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.227
Epoch  34 Batch   66/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.194
Epoch  34 Batch   67/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.227
Epoch  34 Batch   68/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.889, Loss:  0.241
Epoch  34 Batch   69/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.889, Loss:  0.234
Epoch  34 Batch   70/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.884, Loss:  0.230
Epoch  34 Batch   71/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.884, Loss:  0.206
Epoch  34 Batch   72/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.884, Loss:  0.220
Epoch  34 Batch   73/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.234
Epoch  34 Batch   74/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.201
Epoch  34 Batch   75/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.889, Loss:  0.259
Epoch  34 Batch   76/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.890, Loss:  0.186
Epoch  34 Batch   77/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.889, Loss:  0.222
Epoch  34 Batch   78/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.889, Loss:  0.224
Epoch  34 Batch   79/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.889, Loss:  0.219
Epoch  34 Batch   80/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.886, Loss:  0.226
Epoch  34 Batch   81/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.206
Epoch  34 Batch   82/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.205
Epoch  34 Batch   83/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.882, Loss:  0.216
Epoch  34 Batch   84/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.881, Loss:  0.235
Epoch  34 Batch   85/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.197
Epoch  34 Batch   86/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.894, Loss:  0.215
Epoch  34 Batch   87/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.260
Epoch  34 Batch   88/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.225
Epoch  34 Batch   89/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.900, Loss:  0.231
Epoch  34 Batch   90/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.228
Epoch  34 Batch   91/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.197
Epoch  34 Batch   92/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.227
Epoch  34 Batch   93/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.215
Epoch  34 Batch   94/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.206
Epoch  34 Batch   95/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.242
Epoch  34 Batch   96/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.200
Epoch  34 Batch   97/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.896, Loss:  0.237
Epoch  34 Batch   98/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.224
Epoch  34 Batch   99/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.228
Epoch  34 Batch  100/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.902, Loss:  0.222
Epoch  34 Batch  101/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.902, Loss:  0.236
Epoch  34 Batch  102/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.207
Epoch  34 Batch  103/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.257
Epoch  34 Batch  104/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.222
Epoch  34 Batch  105/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.889, Loss:  0.228
Epoch  34 Batch  106/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.242
Epoch  34 Batch  107/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.885, Loss:  0.243
Epoch  34 Batch  108/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.882, Loss:  0.198
Epoch  34 Batch  109/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.229
Epoch  34 Batch  110/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.191
Epoch  34 Batch  111/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.226
Epoch  34 Batch  112/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.893, Loss:  0.202
Epoch  34 Batch  113/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.228
Epoch  34 Batch  114/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.216
Epoch  34 Batch  115/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.887, Loss:  0.236
Epoch  34 Batch  116/1077 - Train Accuracy:  0.843, Validation Accuracy:  0.886, Loss:  0.243
Epoch  34 Batch  117/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.233
Epoch  34 Batch  118/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.877, Loss:  0.234
Epoch  34 Batch  119/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.237
Epoch  34 Batch  120/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.272
Epoch  34 Batch  121/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.236
Epoch  34 Batch  122/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.887, Loss:  0.209
Epoch  34 Batch  123/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.194
Epoch  34 Batch  124/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.228
Epoch  34 Batch  125/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.899, Loss:  0.229
Epoch  34 Batch  126/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.192
Epoch  34 Batch  127/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.228
Epoch  34 Batch  128/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.197
Epoch  34 Batch  129/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.242
Epoch  34 Batch  130/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.186
Epoch  34 Batch  131/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.204
Epoch  34 Batch  132/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.225
Epoch  34 Batch  133/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.202
Epoch  34 Batch  134/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.212
Epoch  34 Batch  135/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.219
Epoch  34 Batch  136/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.206
Epoch  34 Batch  137/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.189
Epoch  34 Batch  138/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.210
Epoch  34 Batch  139/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.218
Epoch  34 Batch  140/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.226
Epoch  34 Batch  141/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.211
Epoch  34 Batch  142/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.210
Epoch  34 Batch  143/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.896, Loss:  0.206
Epoch  34 Batch  144/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.242
Epoch  34 Batch  145/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.892, Loss:  0.241
Epoch  34 Batch  146/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.257
Epoch  34 Batch  147/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.892, Loss:  0.252
Epoch  34 Batch  148/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.230
Epoch  34 Batch  149/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.214
Epoch  34 Batch  150/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.209
Epoch  34 Batch  151/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.191
Epoch  34 Batch  152/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.230
Epoch  34 Batch  153/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.905, Loss:  0.259
Epoch  34 Batch  154/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.234
Epoch  34 Batch  155/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.238
Epoch  34 Batch  156/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.223
Epoch  34 Batch  157/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.227
Epoch  34 Batch  158/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.900, Loss:  0.224
Epoch  34 Batch  159/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.181
Epoch  34 Batch  160/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.217
Epoch  34 Batch  161/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.226
Epoch  34 Batch  162/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.247
Epoch  34 Batch  163/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.246
Epoch  34 Batch  164/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.251
Epoch  34 Batch  165/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.207
Epoch  34 Batch  166/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.897, Loss:  0.243
Epoch  34 Batch  167/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.226
Epoch  34 Batch  168/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.251
Epoch  34 Batch  169/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.229
Epoch  34 Batch  170/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.899, Loss:  0.225
Epoch  34 Batch  171/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.215
Epoch  34 Batch  172/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.195
Epoch  34 Batch  173/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.226
Epoch  34 Batch  174/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.891, Loss:  0.211
Epoch  34 Batch  175/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.224
Epoch  34 Batch  176/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.887, Loss:  0.228
Epoch  34 Batch  177/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.883, Loss:  0.222
Epoch  34 Batch  178/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.884, Loss:  0.221
Epoch  34 Batch  179/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.876, Loss:  0.233
Epoch  34 Batch  180/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.886, Loss:  0.215
Epoch  34 Batch  181/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.887, Loss:  0.255
Epoch  34 Batch  182/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.237
Epoch  34 Batch  183/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.889, Loss:  0.233
Epoch  34 Batch  184/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.889, Loss:  0.219
Epoch  34 Batch  185/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.233
Epoch  34 Batch  186/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.231
Epoch  34 Batch  187/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.881, Loss:  0.223
Epoch  34 Batch  188/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.881, Loss:  0.217
Epoch  34 Batch  189/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.883, Loss:  0.216
Epoch  34 Batch  190/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.893, Loss:  0.200
Epoch  34 Batch  191/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.209
Epoch  34 Batch  192/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.218
Epoch  34 Batch  193/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.894, Loss:  0.216
Epoch  34 Batch  194/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.200
Epoch  34 Batch  195/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.212
Epoch  34 Batch  196/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.212
Epoch  34 Batch  197/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.888, Loss:  0.213
Epoch  34 Batch  198/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.885, Loss:  0.226
Epoch  34 Batch  199/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.209
Epoch  34 Batch  200/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.890, Loss:  0.231
Epoch  34 Batch  201/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.198
Epoch  34 Batch  202/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.218
Epoch  34 Batch  203/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.220
Epoch  34 Batch  204/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.895, Loss:  0.256
Epoch  34 Batch  205/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.899, Loss:  0.231
Epoch  34 Batch  206/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.208
Epoch  34 Batch  207/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.232
Epoch  34 Batch  208/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.253
Epoch  34 Batch  209/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.200
Epoch  34 Batch  210/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.216
Epoch  34 Batch  211/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.885, Loss:  0.211
Epoch  34 Batch  212/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.195
Epoch  34 Batch  213/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.885, Loss:  0.199
Epoch  34 Batch  214/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.215
Epoch  34 Batch  215/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.886, Loss:  0.245
Epoch  34 Batch  216/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.221
Epoch  34 Batch  217/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.882, Loss:  0.214
Epoch  34 Batch  218/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.883, Loss:  0.257
Epoch  34 Batch  219/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.884, Loss:  0.208
Epoch  34 Batch  220/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.230
Epoch  34 Batch  221/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.230
Epoch  34 Batch  222/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.887, Loss:  0.230
Epoch  34 Batch  223/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.893, Loss:  0.201
Epoch  34 Batch  224/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.243
Epoch  34 Batch  225/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.221
Epoch  34 Batch  226/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.218
Epoch  34 Batch  227/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.912, Loss:  0.247
Epoch  34 Batch  228/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.200
Epoch  34 Batch  229/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.237
Epoch  34 Batch  230/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.208
Epoch  34 Batch  231/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.257
Epoch  34 Batch  232/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.233
Epoch  34 Batch  233/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.256
Epoch  34 Batch  234/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.907, Loss:  0.253
Epoch  34 Batch  235/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.912, Loss:  0.239
Epoch  34 Batch  236/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.227
Epoch  34 Batch  237/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.201
Epoch  34 Batch  238/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.226
Epoch  34 Batch  239/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.904, Loss:  0.195
Epoch  34 Batch  240/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.903, Loss:  0.208
Epoch  34 Batch  241/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.203
Epoch  34 Batch  242/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.895, Loss:  0.217
Epoch  34 Batch  243/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.243
Epoch  34 Batch  244/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.237
Epoch  34 Batch  245/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.887, Loss:  0.203
Epoch  34 Batch  246/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.219
Epoch  34 Batch  247/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.890, Loss:  0.199
Epoch  34 Batch  248/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.217
Epoch  34 Batch  249/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.209
Epoch  34 Batch  250/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.194
Epoch  34 Batch  251/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.226
Epoch  34 Batch  252/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.204
Epoch  34 Batch  253/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.217
Epoch  34 Batch  254/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.899, Loss:  0.216
Epoch  34 Batch  255/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.209
Epoch  34 Batch  256/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.261
Epoch  34 Batch  257/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.890, Loss:  0.223
Epoch  34 Batch  258/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.221
Epoch  34 Batch  259/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.207
Epoch  34 Batch  260/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.895, Loss:  0.211
Epoch  34 Batch  261/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.209
Epoch  34 Batch  262/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.200
Epoch  34 Batch  263/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.894, Loss:  0.206
Epoch  34 Batch  264/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.242
Epoch  34 Batch  265/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.894, Loss:  0.225
Epoch  34 Batch  266/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.231
Epoch  34 Batch  267/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.894, Loss:  0.204
Epoch  34 Batch  268/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.234
Epoch  34 Batch  269/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.249
Epoch  34 Batch  270/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.231
Epoch  34 Batch  271/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.191
Epoch  34 Batch  272/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.306
Epoch  34 Batch  273/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.200
Epoch  34 Batch  274/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.884, Loss:  0.200
Epoch  34 Batch  275/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.231
Epoch  34 Batch  276/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.884, Loss:  0.265
Epoch  34 Batch  277/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.881, Loss:  0.187
Epoch  34 Batch  278/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.876, Loss:  0.246
Epoch  34 Batch  279/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.879, Loss:  0.273
Epoch  34 Batch  280/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.879, Loss:  0.225
Epoch  34 Batch  281/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.879, Loss:  0.220
Epoch  34 Batch  282/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.879, Loss:  0.250
Epoch  34 Batch  283/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.882, Loss:  0.238
Epoch  34 Batch  284/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.884, Loss:  0.231
Epoch  34 Batch  285/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.222
Epoch  34 Batch  286/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.216
Epoch  34 Batch  287/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.221
Epoch  34 Batch  288/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.239
Epoch  34 Batch  289/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.879, Loss:  0.226
Epoch  34 Batch  290/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.879, Loss:  0.247
Epoch  34 Batch  291/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.878, Loss:  0.230
Epoch  34 Batch  292/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.878, Loss:  0.214
Epoch  34 Batch  293/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.877, Loss:  0.240
Epoch  34 Batch  294/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.883, Loss:  0.224
Epoch  34 Batch  295/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.901, Loss:  0.245
Epoch  34 Batch  296/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.222
Epoch  34 Batch  297/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.901, Loss:  0.270
Epoch  34 Batch  298/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.902, Loss:  0.248
Epoch  34 Batch  299/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.207
Epoch  34 Batch  300/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.903, Loss:  0.208
Epoch  34 Batch  301/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.207
Epoch  34 Batch  302/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.220
Epoch  34 Batch  303/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.225
Epoch  34 Batch  304/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.217
Epoch  34 Batch  305/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.232
Epoch  34 Batch  306/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.230
Epoch  34 Batch  307/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.907, Loss:  0.221
Epoch  34 Batch  308/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.906, Loss:  0.253
Epoch  34 Batch  309/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.199
Epoch  34 Batch  310/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.250
Epoch  34 Batch  311/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.224
Epoch  34 Batch  312/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.899, Loss:  0.266
Epoch  34 Batch  313/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.197
Epoch  34 Batch  314/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.226
Epoch  34 Batch  315/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.894, Loss:  0.206
Epoch  34 Batch  316/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.192
Epoch  34 Batch  317/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.892, Loss:  0.239
Epoch  34 Batch  318/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.213
Epoch  34 Batch  319/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.887, Loss:  0.221
Epoch  34 Batch  320/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.225
Epoch  34 Batch  321/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.223
Epoch  34 Batch  322/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.885, Loss:  0.210
Epoch  34 Batch  323/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.876, Loss:  0.210
Epoch  34 Batch  324/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.881, Loss:  0.232
Epoch  34 Batch  325/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.216
Epoch  34 Batch  326/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.207
Epoch  34 Batch  327/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.240
Epoch  34 Batch  328/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.252
Epoch  34 Batch  329/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.226
Epoch  34 Batch  330/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.216
Epoch  34 Batch  331/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.236
Epoch  34 Batch  332/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.885, Loss:  0.193
Epoch  34 Batch  333/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.234
Epoch  34 Batch  334/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.885, Loss:  0.218
Epoch  34 Batch  335/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.202
Epoch  34 Batch  336/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.265
Epoch  34 Batch  337/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.231
Epoch  34 Batch  338/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.892, Loss:  0.266
Epoch  34 Batch  339/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.896, Loss:  0.212
Epoch  34 Batch  340/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.225
Epoch  34 Batch  341/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.897, Loss:  0.266
Epoch  34 Batch  342/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.226
Epoch  34 Batch  343/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.894, Loss:  0.218
Epoch  34 Batch  344/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.211
Epoch  34 Batch  345/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.887, Loss:  0.226
Epoch  34 Batch  346/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.228
Epoch  34 Batch  347/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.889, Loss:  0.195
Epoch  34 Batch  348/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.889, Loss:  0.208
Epoch  34 Batch  349/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.216
Epoch  34 Batch  350/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.879, Loss:  0.219
Epoch  34 Batch  351/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.881, Loss:  0.245
Epoch  34 Batch  352/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.877, Loss:  0.233
Epoch  34 Batch  353/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.877, Loss:  0.246
Epoch  34 Batch  354/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.877, Loss:  0.249
Epoch  34 Batch  355/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.877, Loss:  0.254
Epoch  34 Batch  356/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.878, Loss:  0.214
Epoch  34 Batch  357/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.219
Epoch  34 Batch  358/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.882, Loss:  0.258
Epoch  34 Batch  359/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.882, Loss:  0.228
Epoch  34 Batch  360/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.225
Epoch  34 Batch  361/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.217
Epoch  34 Batch  362/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.236
Epoch  34 Batch  363/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.238
Epoch  34 Batch  364/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.893, Loss:  0.229
Epoch  34 Batch  365/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.893, Loss:  0.194
Epoch  34 Batch  366/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.214
Epoch  34 Batch  367/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.195
Epoch  34 Batch  368/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.889, Loss:  0.222
Epoch  34 Batch  369/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.208
Epoch  34 Batch  370/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.231
Epoch  34 Batch  371/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.223
Epoch  34 Batch  372/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.888, Loss:  0.209
Epoch  34 Batch  373/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.892, Loss:  0.191
Epoch  34 Batch  374/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.892, Loss:  0.237
Epoch  34 Batch  375/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.894, Loss:  0.218
Epoch  34 Batch  376/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.213
Epoch  34 Batch  377/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.222
Epoch  34 Batch  378/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.191
Epoch  34 Batch  379/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.893, Loss:  0.230
Epoch  34 Batch  380/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.210
Epoch  34 Batch  381/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.901, Loss:  0.235
Epoch  34 Batch  382/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.266
Epoch  34 Batch  383/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.216
Epoch  34 Batch  384/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.226
Epoch  34 Batch  385/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.230
Epoch  34 Batch  386/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.897, Loss:  0.223
Epoch  34 Batch  387/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.217
Epoch  34 Batch  388/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.896, Loss:  0.220
Epoch  34 Batch  389/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.215
Epoch  34 Batch  390/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.891, Loss:  0.234
Epoch  34 Batch  391/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.224
Epoch  34 Batch  392/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.220
Epoch  34 Batch  393/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.210
Epoch  34 Batch  394/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.217
Epoch  34 Batch  395/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.196
Epoch  34 Batch  396/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.245
Epoch  34 Batch  397/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.215
Epoch  34 Batch  398/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.240
Epoch  34 Batch  399/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.897, Loss:  0.237
Epoch  34 Batch  400/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.223
Epoch  34 Batch  401/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.213
Epoch  34 Batch  402/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.204
Epoch  34 Batch  403/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.242
Epoch  34 Batch  404/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.203
Epoch  34 Batch  405/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.255
Epoch  34 Batch  406/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.891, Loss:  0.206
Epoch  34 Batch  407/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.223
Epoch  34 Batch  408/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.235
Epoch  34 Batch  409/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.885, Loss:  0.251
Epoch  34 Batch  410/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.885, Loss:  0.257
Epoch  34 Batch  411/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.881, Loss:  0.214
Epoch  34 Batch  412/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.884, Loss:  0.201
Epoch  34 Batch  413/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.883, Loss:  0.223
Epoch  34 Batch  414/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.889, Loss:  0.232
Epoch  34 Batch  415/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.241
Epoch  34 Batch  416/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.890, Loss:  0.212
Epoch  34 Batch  417/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.255
Epoch  34 Batch  418/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.881, Loss:  0.213
Epoch  34 Batch  419/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.216
Epoch  34 Batch  420/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.885, Loss:  0.201
Epoch  34 Batch  421/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.240
Epoch  34 Batch  422/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.885, Loss:  0.225
Epoch  34 Batch  423/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.884, Loss:  0.238
Epoch  34 Batch  424/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.884, Loss:  0.219
Epoch  34 Batch  425/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.203
Epoch  34 Batch  426/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.248
Epoch  34 Batch  427/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.220
Epoch  34 Batch  428/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.888, Loss:  0.211
Epoch  34 Batch  429/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.222
Epoch  34 Batch  430/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.204
Epoch  34 Batch  431/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.204
Epoch  34 Batch  432/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.236
Epoch  34 Batch  433/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.223
Epoch  34 Batch  434/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.226
Epoch  34 Batch  435/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.235
Epoch  34 Batch  436/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.199
Epoch  34 Batch  437/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.219
Epoch  34 Batch  438/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.884, Loss:  0.231
Epoch  34 Batch  439/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.229
Epoch  34 Batch  440/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.888, Loss:  0.247
Epoch  34 Batch  441/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.213
Epoch  34 Batch  442/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.885, Loss:  0.210
Epoch  34 Batch  443/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.880, Loss:  0.221
Epoch  34 Batch  444/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.216
Epoch  34 Batch  445/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.878, Loss:  0.238
Epoch  34 Batch  446/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.877, Loss:  0.180
Epoch  34 Batch  447/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.225
Epoch  34 Batch  448/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.252
Epoch  34 Batch  449/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.884, Loss:  0.235
Epoch  34 Batch  450/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.884, Loss:  0.222
Epoch  34 Batch  451/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.208
Epoch  34 Batch  452/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.884, Loss:  0.234
Epoch  34 Batch  453/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.884, Loss:  0.208
Epoch  34 Batch  454/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.880, Loss:  0.220
Epoch  34 Batch  455/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.880, Loss:  0.205
Epoch  34 Batch  456/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.881, Loss:  0.215
Epoch  34 Batch  457/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.880, Loss:  0.189
Epoch  34 Batch  458/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.879, Loss:  0.233
Epoch  34 Batch  459/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.205
Epoch  34 Batch  460/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.225
Epoch  34 Batch  461/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.209
Epoch  34 Batch  462/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.224
Epoch  34 Batch  463/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.249
Epoch  34 Batch  464/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.233
Epoch  34 Batch  465/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.244
Epoch  34 Batch  466/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.220
Epoch  34 Batch  467/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.236
Epoch  34 Batch  468/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.232
Epoch  34 Batch  469/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.203
Epoch  34 Batch  470/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.229
Epoch  34 Batch  471/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.213
Epoch  34 Batch  472/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.181
Epoch  34 Batch  473/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.238
Epoch  34 Batch  474/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.240
Epoch  34 Batch  475/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.203
Epoch  34 Batch  476/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.216
Epoch  34 Batch  477/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.208
Epoch  34 Batch  478/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.235
Epoch  34 Batch  479/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.901, Loss:  0.246
Epoch  34 Batch  480/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.231
Epoch  34 Batch  481/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.224
Epoch  34 Batch  482/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.245
Epoch  34 Batch  483/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.208
Epoch  34 Batch  484/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.224
Epoch  34 Batch  485/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.230
Epoch  34 Batch  486/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.218
Epoch  34 Batch  487/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.230
Epoch  34 Batch  488/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.223
Epoch  34 Batch  489/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.212
Epoch  34 Batch  490/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.234
Epoch  34 Batch  491/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.231
Epoch  34 Batch  492/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.258
Epoch  34 Batch  493/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.200
Epoch  34 Batch  494/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.905, Loss:  0.219
Epoch  34 Batch  495/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.200
Epoch  34 Batch  496/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.227
Epoch  34 Batch  497/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.234
Epoch  34 Batch  498/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.224
Epoch  34 Batch  499/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.896, Loss:  0.195
Epoch  34 Batch  500/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.209
Epoch  34 Batch  501/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.206
Epoch  34 Batch  502/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.894, Loss:  0.213
Epoch  34 Batch  503/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.205
Epoch  34 Batch  504/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.889, Loss:  0.229
Epoch  34 Batch  505/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.175
Epoch  34 Batch  506/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.218
Epoch  34 Batch  507/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.890, Loss:  0.226
Epoch  34 Batch  508/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.204
Epoch  34 Batch  509/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.890, Loss:  0.253
Epoch  34 Batch  510/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.887, Loss:  0.204
Epoch  34 Batch  511/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.231
Epoch  34 Batch  512/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.887, Loss:  0.215
Epoch  34 Batch  513/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.215
Epoch  34 Batch  514/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.891, Loss:  0.240
Epoch  34 Batch  515/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.233
Epoch  34 Batch  516/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.202
Epoch  34 Batch  517/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.222
Epoch  34 Batch  518/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.204
Epoch  34 Batch  519/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.220
Epoch  34 Batch  520/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.205
Epoch  34 Batch  521/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.906, Loss:  0.227
Epoch  34 Batch  522/1077 - Train Accuracy:  0.836, Validation Accuracy:  0.904, Loss:  0.245
Epoch  34 Batch  523/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.224
Epoch  34 Batch  524/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.225
Epoch  34 Batch  525/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.899, Loss:  0.214
Epoch  34 Batch  526/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.214
Epoch  34 Batch  527/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.226
Epoch  34 Batch  528/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.206
Epoch  34 Batch  529/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.214
Epoch  34 Batch  530/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.239
Epoch  34 Batch  531/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.225
Epoch  34 Batch  532/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.892, Loss:  0.249
Epoch  34 Batch  533/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.245
Epoch  34 Batch  534/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.211
Epoch  34 Batch  535/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.882, Loss:  0.205
Epoch  34 Batch  536/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.877, Loss:  0.201
Epoch  34 Batch  537/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.877, Loss:  0.205
Epoch  34 Batch  538/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.879, Loss:  0.190
Epoch  34 Batch  539/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.260
Epoch  34 Batch  540/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.876, Loss:  0.220
Epoch  34 Batch  541/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.876, Loss:  0.216
Epoch  34 Batch  542/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.879, Loss:  0.222
Epoch  34 Batch  543/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.879, Loss:  0.220
Epoch  34 Batch  544/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.880, Loss:  0.210
Epoch  34 Batch  545/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.230
Epoch  34 Batch  546/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.246
Epoch  34 Batch  547/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.890, Loss:  0.206
Epoch  34 Batch  548/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.889, Loss:  0.220
Epoch  34 Batch  549/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.888, Loss:  0.229
Epoch  34 Batch  550/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.888, Loss:  0.236
Epoch  34 Batch  551/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.884, Loss:  0.231
Epoch  34 Batch  552/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.233
Epoch  34 Batch  553/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.238
Epoch  34 Batch  554/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.217
Epoch  34 Batch  555/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.207
Epoch  34 Batch  556/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.186
Epoch  34 Batch  557/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.226
Epoch  34 Batch  558/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.236
Epoch  34 Batch  559/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.894, Loss:  0.216
Epoch  34 Batch  560/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.238
Epoch  34 Batch  561/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.210
Epoch  34 Batch  562/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.206
Epoch  34 Batch  563/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.886, Loss:  0.262
Epoch  34 Batch  564/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.259
Epoch  34 Batch  565/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.252
Epoch  34 Batch  566/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.238
Epoch  34 Batch  567/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.889, Loss:  0.245
Epoch  34 Batch  568/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.886, Loss:  0.217
Epoch  34 Batch  569/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.884, Loss:  0.225
Epoch  34 Batch  570/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.256
Epoch  34 Batch  571/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.880, Loss:  0.204
Epoch  34 Batch  572/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.881, Loss:  0.199
Epoch  34 Batch  573/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.882, Loss:  0.238
Epoch  34 Batch  574/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.877, Loss:  0.232
Epoch  34 Batch  575/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.241
Epoch  34 Batch  576/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.877, Loss:  0.225
Epoch  34 Batch  577/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.224
Epoch  34 Batch  578/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.893, Loss:  0.243
Epoch  34 Batch  579/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.209
Epoch  34 Batch  580/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.181
Epoch  34 Batch  581/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.216
Epoch  34 Batch  582/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.226
Epoch  34 Batch  583/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.220
Epoch  34 Batch  584/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.894, Loss:  0.219
Epoch  34 Batch  585/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.198
Epoch  34 Batch  586/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.238
Epoch  34 Batch  587/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.875, Loss:  0.197
Epoch  34 Batch  588/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.877, Loss:  0.214
Epoch  34 Batch  589/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.877, Loss:  0.232
Epoch  34 Batch  590/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.879, Loss:  0.230
Epoch  34 Batch  591/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.880, Loss:  0.203
Epoch  34 Batch  592/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.874, Loss:  0.253
Epoch  34 Batch  593/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.879, Loss:  0.229
Epoch  34 Batch  594/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.879, Loss:  0.225
Epoch  34 Batch  595/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.222
Epoch  34 Batch  596/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.884, Loss:  0.234
Epoch  34 Batch  597/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.213
Epoch  34 Batch  598/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.216
Epoch  34 Batch  599/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.287
Epoch  34 Batch  600/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.884, Loss:  0.223
Epoch  34 Batch  601/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.876, Loss:  0.227
Epoch  34 Batch  602/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.876, Loss:  0.235
Epoch  34 Batch  603/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.876, Loss:  0.234
Epoch  34 Batch  604/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.877, Loss:  0.243
Epoch  34 Batch  605/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.876, Loss:  0.266
Epoch  34 Batch  606/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.876, Loss:  0.217
Epoch  34 Batch  607/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.873, Loss:  0.209
Epoch  34 Batch  608/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.222
Epoch  34 Batch  609/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.873, Loss:  0.233
Epoch  34 Batch  610/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.214
Epoch  34 Batch  611/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.874, Loss:  0.221
Epoch  34 Batch  612/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.882, Loss:  0.202
Epoch  34 Batch  613/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.239
Epoch  34 Batch  614/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.207
Epoch  34 Batch  615/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.209
Epoch  34 Batch  616/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.252
Epoch  34 Batch  617/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.212
Epoch  34 Batch  618/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.905, Loss:  0.217
Epoch  34 Batch  619/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.213
Epoch  34 Batch  620/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.211
Epoch  34 Batch  621/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.231
Epoch  34 Batch  622/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.253
Epoch  34 Batch  623/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.902, Loss:  0.218
Epoch  34 Batch  624/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.217
Epoch  34 Batch  625/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.219
Epoch  34 Batch  626/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.201
Epoch  34 Batch  627/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.226
Epoch  34 Batch  628/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.221
Epoch  34 Batch  629/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.250
Epoch  34 Batch  630/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.215
Epoch  34 Batch  631/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.237
Epoch  34 Batch  632/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.203
Epoch  34 Batch  633/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.225
Epoch  34 Batch  634/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.199
Epoch  34 Batch  635/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.902, Loss:  0.249
Epoch  34 Batch  636/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.215
Epoch  34 Batch  637/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.901, Loss:  0.229
Epoch  34 Batch  638/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.228
Epoch  34 Batch  639/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.232
Epoch  34 Batch  640/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.205
Epoch  34 Batch  641/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.216
Epoch  34 Batch  642/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.228
Epoch  34 Batch  643/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.208
Epoch  34 Batch  644/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.211
Epoch  34 Batch  645/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.216
Epoch  34 Batch  646/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.205
Epoch  34 Batch  647/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.213
Epoch  34 Batch  648/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.218
Epoch  34 Batch  649/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.239
Epoch  34 Batch  650/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.226
Epoch  34 Batch  651/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.225
Epoch  34 Batch  652/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.237
Epoch  34 Batch  653/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.240
Epoch  34 Batch  654/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.222
Epoch  34 Batch  655/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.238
Epoch  34 Batch  656/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.227
Epoch  34 Batch  657/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.215
Epoch  34 Batch  658/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.200
Epoch  34 Batch  659/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.889, Loss:  0.216
Epoch  34 Batch  660/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.887, Loss:  0.227
Epoch  34 Batch  661/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.889, Loss:  0.192
Epoch  34 Batch  662/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.892, Loss:  0.193
Epoch  34 Batch  663/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.199
Epoch  34 Batch  664/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.215
Epoch  34 Batch  665/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.215
Epoch  34 Batch  666/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.238
Epoch  34 Batch  667/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.234
Epoch  34 Batch  668/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.891, Loss:  0.215
Epoch  34 Batch  669/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.199
Epoch  34 Batch  670/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.204
Epoch  34 Batch  671/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.253
Epoch  34 Batch  672/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.218
Epoch  34 Batch  673/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.216
Epoch  34 Batch  674/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.901, Loss:  0.234
Epoch  34 Batch  675/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.241
Epoch  34 Batch  676/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.226
Epoch  34 Batch  677/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.233
Epoch  34 Batch  678/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.185
Epoch  34 Batch  679/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.228
Epoch  34 Batch  680/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.205
Epoch  34 Batch  681/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.213
Epoch  34 Batch  682/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.201
Epoch  34 Batch  683/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.896, Loss:  0.207
Epoch  34 Batch  684/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.213
Epoch  34 Batch  685/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.238
Epoch  34 Batch  686/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.215
Epoch  34 Batch  687/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.242
Epoch  34 Batch  688/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.211
Epoch  34 Batch  689/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.898, Loss:  0.203
Epoch  34 Batch  690/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.226
Epoch  34 Batch  691/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.238
Epoch  34 Batch  692/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.200
Epoch  34 Batch  693/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.899, Loss:  0.234
Epoch  34 Batch  694/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.208
Epoch  34 Batch  695/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.193
Epoch  34 Batch  696/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.237
Epoch  34 Batch  697/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.217
Epoch  34 Batch  698/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.215
Epoch  34 Batch  699/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.212
Epoch  34 Batch  700/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.890, Loss:  0.205
Epoch  34 Batch  701/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.215
Epoch  34 Batch  702/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.895, Loss:  0.251
Epoch  34 Batch  703/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.222
Epoch  34 Batch  704/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.247
Epoch  34 Batch  705/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.219
Epoch  34 Batch  706/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.903, Loss:  0.258
Epoch  34 Batch  707/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.229
Epoch  34 Batch  708/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.225
Epoch  34 Batch  709/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.902, Loss:  0.235
Epoch  34 Batch  710/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.208
Epoch  34 Batch  711/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.258
Epoch  34 Batch  712/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.223
Epoch  34 Batch  713/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.202
Epoch  34 Batch  714/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.227
Epoch  34 Batch  715/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.888, Loss:  0.242
Epoch  34 Batch  716/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.897, Loss:  0.209
Epoch  34 Batch  717/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.888, Loss:  0.214
Epoch  34 Batch  718/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.225
Epoch  34 Batch  719/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.209
Epoch  34 Batch  720/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.898, Loss:  0.238
Epoch  34 Batch  721/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.230
Epoch  34 Batch  722/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.893, Loss:  0.208
Epoch  34 Batch  723/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.223
Epoch  34 Batch  724/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.253
Epoch  34 Batch  725/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.191
Epoch  34 Batch  726/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.199
Epoch  34 Batch  727/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.896, Loss:  0.197
Epoch  34 Batch  728/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.896, Loss:  0.233
Epoch  34 Batch  729/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.214
Epoch  34 Batch  730/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.221
Epoch  34 Batch  731/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.906, Loss:  0.229
Epoch  34 Batch  732/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.910, Loss:  0.234
Epoch  34 Batch  733/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.229
Epoch  34 Batch  734/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.238
Epoch  34 Batch  735/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.210
Epoch  34 Batch  736/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.204
Epoch  34 Batch  737/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.241
Epoch  34 Batch  738/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.187
Epoch  34 Batch  739/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.890, Loss:  0.215
Epoch  34 Batch  740/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.222
Epoch  34 Batch  741/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.895, Loss:  0.242
Epoch  34 Batch  742/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.227
Epoch  34 Batch  743/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.890, Loss:  0.249
Epoch  34 Batch  744/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.208
Epoch  34 Batch  745/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.219
Epoch  34 Batch  746/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.889, Loss:  0.228
Epoch  34 Batch  747/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.889, Loss:  0.193
Epoch  34 Batch  748/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.217
Epoch  34 Batch  749/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.890, Loss:  0.227
Epoch  34 Batch  750/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.889, Loss:  0.239
Epoch  34 Batch  751/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.884, Loss:  0.222
Epoch  34 Batch  752/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.206
Epoch  34 Batch  753/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.888, Loss:  0.225
Epoch  34 Batch  754/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.226
Epoch  34 Batch  755/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.888, Loss:  0.203
Epoch  34 Batch  756/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.204
Epoch  34 Batch  757/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.244
Epoch  34 Batch  758/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.202
Epoch  34 Batch  759/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.198
Epoch  34 Batch  760/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.220
Epoch  34 Batch  761/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.246
Epoch  34 Batch  762/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.189
Epoch  34 Batch  763/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.204
Epoch  34 Batch  764/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.216
Epoch  34 Batch  765/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.905, Loss:  0.202
Epoch  34 Batch  766/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.905, Loss:  0.224
Epoch  34 Batch  767/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.215
Epoch  34 Batch  768/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.199
Epoch  34 Batch  769/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.219
Epoch  34 Batch  770/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.907, Loss:  0.193
Epoch  34 Batch  771/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.231
Epoch  34 Batch  772/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.907, Loss:  0.201
Epoch  34 Batch  773/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.205
Epoch  34 Batch  774/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.227
Epoch  34 Batch  775/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.226
Epoch  34 Batch  776/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.202
Epoch  34 Batch  777/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.902, Loss:  0.231
Epoch  34 Batch  778/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.203
Epoch  34 Batch  779/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.219
Epoch  34 Batch  780/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.907, Loss:  0.240
Epoch  34 Batch  781/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.196
Epoch  34 Batch  782/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.207
Epoch  34 Batch  783/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.903, Loss:  0.222
Epoch  34 Batch  784/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.195
Epoch  34 Batch  785/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.898, Loss:  0.197
Epoch  34 Batch  786/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.209
Epoch  34 Batch  787/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.898, Loss:  0.214
Epoch  34 Batch  788/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.229
Epoch  34 Batch  789/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.234
Epoch  34 Batch  790/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.887, Loss:  0.259
Epoch  34 Batch  791/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.243
Epoch  34 Batch  792/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.883, Loss:  0.235
Epoch  34 Batch  793/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.887, Loss:  0.222
Epoch  34 Batch  794/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.883, Loss:  0.222
Epoch  34 Batch  795/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.883, Loss:  0.263
Epoch  34 Batch  796/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.205
Epoch  34 Batch  797/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.885, Loss:  0.214
Epoch  34 Batch  798/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.217
Epoch  34 Batch  799/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.889, Loss:  0.242
Epoch  34 Batch  800/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.201
Epoch  34 Batch  801/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.238
Epoch  34 Batch  802/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.239
Epoch  34 Batch  803/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.234
Epoch  34 Batch  804/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.208
Epoch  34 Batch  805/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.237
Epoch  34 Batch  806/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.199
Epoch  34 Batch  807/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.201
Epoch  34 Batch  808/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.221
Epoch  34 Batch  809/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.270
Epoch  34 Batch  810/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.203
Epoch  34 Batch  811/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.216
Epoch  34 Batch  812/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.237
Epoch  34 Batch  813/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.214
Epoch  34 Batch  814/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.233
Epoch  34 Batch  815/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.227
Epoch  34 Batch  816/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.226
Epoch  34 Batch  817/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.243
Epoch  34 Batch  818/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.230
Epoch  34 Batch  819/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.912, Loss:  0.223
Epoch  34 Batch  820/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.912, Loss:  0.219
Epoch  34 Batch  821/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.226
Epoch  34 Batch  822/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.215
Epoch  34 Batch  823/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.905, Loss:  0.218
Epoch  34 Batch  824/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.199
Epoch  34 Batch  825/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.208
Epoch  34 Batch  826/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.213
Epoch  34 Batch  827/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.229
Epoch  34 Batch  828/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.197
Epoch  34 Batch  829/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.906, Loss:  0.243
Epoch  34 Batch  830/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.907, Loss:  0.216
Epoch  34 Batch  831/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.902, Loss:  0.226
Epoch  34 Batch  832/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.208
Epoch  34 Batch  833/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.897, Loss:  0.240
Epoch  34 Batch  834/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.230
Epoch  34 Batch  835/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.234
Epoch  34 Batch  836/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.895, Loss:  0.210
Epoch  34 Batch  837/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.894, Loss:  0.268
Epoch  34 Batch  838/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.208
Epoch  34 Batch  839/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.210
Epoch  34 Batch  840/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.200
Epoch  34 Batch  841/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.231
Epoch  34 Batch  842/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.205
Epoch  34 Batch  843/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.204
Epoch  34 Batch  844/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.195
Epoch  34 Batch  845/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.228
Epoch  34 Batch  846/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.887, Loss:  0.253
Epoch  34 Batch  847/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.243
Epoch  34 Batch  848/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.888, Loss:  0.207
Epoch  34 Batch  849/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.202
Epoch  34 Batch  850/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.255
Epoch  34 Batch  851/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.215
Epoch  34 Batch  852/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.893, Loss:  0.234
Epoch  34 Batch  853/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.210
Epoch  34 Batch  854/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.228
Epoch  34 Batch  855/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.898, Loss:  0.221
Epoch  34 Batch  856/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.897, Loss:  0.223
Epoch  34 Batch  857/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.222
Epoch  34 Batch  858/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.200
Epoch  34 Batch  859/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.246
Epoch  34 Batch  860/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.229
Epoch  34 Batch  861/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.901, Loss:  0.230
Epoch  34 Batch  862/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.236
Epoch  34 Batch  863/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.202
Epoch  34 Batch  864/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.908, Loss:  0.215
Epoch  34 Batch  865/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.218
Epoch  34 Batch  866/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.236
Epoch  34 Batch  867/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.903, Loss:  0.270
Epoch  34 Batch  868/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.223
Epoch  34 Batch  869/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.223
Epoch  34 Batch  870/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.908, Loss:  0.242
Epoch  34 Batch  871/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.909, Loss:  0.216
Epoch  34 Batch  872/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.222
Epoch  34 Batch  873/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.214
Epoch  34 Batch  874/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.909, Loss:  0.235
Epoch  34 Batch  875/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.233
Epoch  34 Batch  876/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.905, Loss:  0.224
Epoch  34 Batch  877/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.201
Epoch  34 Batch  878/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.217
Epoch  34 Batch  879/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.196
Epoch  34 Batch  880/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.238
Epoch  34 Batch  881/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.224
Epoch  34 Batch  882/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.231
Epoch  34 Batch  883/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.279
Epoch  34 Batch  884/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.198
Epoch  34 Batch  885/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.187
Epoch  34 Batch  886/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.216
Epoch  34 Batch  887/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.906, Loss:  0.237
Epoch  34 Batch  888/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.220
Epoch  34 Batch  889/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.241
Epoch  34 Batch  890/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.203
Epoch  34 Batch  891/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.202
Epoch  34 Batch  892/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.189
Epoch  34 Batch  893/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.230
Epoch  34 Batch  894/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.224
Epoch  34 Batch  895/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.228
Epoch  34 Batch  896/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.231
Epoch  34 Batch  897/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.208
Epoch  34 Batch  898/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.900, Loss:  0.203
Epoch  34 Batch  899/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.226
Epoch  34 Batch  900/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.890, Loss:  0.239
Epoch  34 Batch  901/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.885, Loss:  0.252
Epoch  34 Batch  902/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.237
Epoch  34 Batch  903/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.217
Epoch  34 Batch  904/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.881, Loss:  0.221
Epoch  34 Batch  905/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.883, Loss:  0.203
Epoch  34 Batch  906/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.202
Epoch  34 Batch  907/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.882, Loss:  0.204
Epoch  34 Batch  908/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.880, Loss:  0.224
Epoch  34 Batch  909/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.877, Loss:  0.233
Epoch  34 Batch  910/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.876, Loss:  0.211
Epoch  34 Batch  911/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.879, Loss:  0.212
Epoch  34 Batch  912/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.878, Loss:  0.243
Epoch  34 Batch  913/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.879, Loss:  0.265
Epoch  34 Batch  914/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.880, Loss:  0.244
Epoch  34 Batch  915/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.885, Loss:  0.207
Epoch  34 Batch  916/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.241
Epoch  34 Batch  917/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.877, Loss:  0.212
Epoch  34 Batch  918/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.877, Loss:  0.192
Epoch  34 Batch  919/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.879, Loss:  0.211
Epoch  34 Batch  920/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.882, Loss:  0.251
Epoch  34 Batch  921/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.234
Epoch  34 Batch  922/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.222
Epoch  34 Batch  923/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.887, Loss:  0.218
Epoch  34 Batch  924/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.887, Loss:  0.264
Epoch  34 Batch  925/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.215
Epoch  34 Batch  926/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.888, Loss:  0.258
Epoch  34 Batch  927/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.885, Loss:  0.234
Epoch  34 Batch  928/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.884, Loss:  0.258
Epoch  34 Batch  929/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.884, Loss:  0.233
Epoch  34 Batch  930/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.217
Epoch  34 Batch  931/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.880, Loss:  0.209
Epoch  34 Batch  932/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.211
Epoch  34 Batch  933/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.244
Epoch  34 Batch  934/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.890, Loss:  0.250
Epoch  34 Batch  935/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.256
Epoch  34 Batch  936/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.234
Epoch  34 Batch  937/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.237
Epoch  34 Batch  938/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.248
Epoch  34 Batch  939/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.241
Epoch  34 Batch  940/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.881, Loss:  0.203
Epoch  34 Batch  941/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.881, Loss:  0.193
Epoch  34 Batch  942/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.239
Epoch  34 Batch  943/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.876, Loss:  0.216
Epoch  34 Batch  944/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.874, Loss:  0.203
Epoch  34 Batch  945/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.878, Loss:  0.197
Epoch  34 Batch  946/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.879, Loss:  0.209
Epoch  34 Batch  947/1077 - Train Accuracy:  0.838, Validation Accuracy:  0.877, Loss:  0.266
Epoch  34 Batch  948/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.215
Epoch  34 Batch  949/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.879, Loss:  0.191
Epoch  34 Batch  950/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.878, Loss:  0.227
Epoch  34 Batch  951/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.879, Loss:  0.215
Epoch  34 Batch  952/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.880, Loss:  0.222
Epoch  34 Batch  953/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.885, Loss:  0.209
Epoch  34 Batch  954/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.217
Epoch  34 Batch  955/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.239
Epoch  34 Batch  956/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.886, Loss:  0.232
Epoch  34 Batch  957/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.881, Loss:  0.217
Epoch  34 Batch  958/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.239
Epoch  34 Batch  959/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.884, Loss:  0.196
Epoch  34 Batch  960/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.197
Epoch  34 Batch  961/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.231
Epoch  34 Batch  962/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.886, Loss:  0.214
Epoch  34 Batch  963/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.886, Loss:  0.251
Epoch  34 Batch  964/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.887, Loss:  0.197
Epoch  34 Batch  965/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.240
Epoch  34 Batch  966/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.191
Epoch  34 Batch  967/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.894, Loss:  0.207
Epoch  34 Batch  968/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.894, Loss:  0.259
Epoch  34 Batch  969/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.894, Loss:  0.239
Epoch  34 Batch  970/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.894, Loss:  0.227
Epoch  34 Batch  971/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.890, Loss:  0.214
Epoch  34 Batch  972/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.203
Epoch  34 Batch  973/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.884, Loss:  0.200
Epoch  34 Batch  974/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.883, Loss:  0.222
Epoch  34 Batch  975/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.883, Loss:  0.213
Epoch  34 Batch  976/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.884, Loss:  0.210
Epoch  34 Batch  977/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.885, Loss:  0.214
Epoch  34 Batch  978/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.888, Loss:  0.231
Epoch  34 Batch  979/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.889, Loss:  0.236
Epoch  34 Batch  980/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.227
Epoch  34 Batch  981/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.893, Loss:  0.215
Epoch  34 Batch  982/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.889, Loss:  0.208
Epoch  34 Batch  983/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.237
Epoch  34 Batch  984/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.890, Loss:  0.250
Epoch  34 Batch  985/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.890, Loss:  0.194
Epoch  34 Batch  986/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.889, Loss:  0.218
Epoch  34 Batch  987/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.201
Epoch  34 Batch  988/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.259
Epoch  34 Batch  989/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.241
Epoch  34 Batch  990/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.239
Epoch  34 Batch  991/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.228
Epoch  34 Batch  992/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.228
Epoch  34 Batch  993/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.889, Loss:  0.198
Epoch  34 Batch  994/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.214
Epoch  34 Batch  995/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.223
Epoch  34 Batch  996/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.219
Epoch  34 Batch  997/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.227
Epoch  34 Batch  998/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.210
Epoch  34 Batch  999/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.210
Epoch  34 Batch 1000/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.199
Epoch  34 Batch 1001/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.883, Loss:  0.193
Epoch  34 Batch 1002/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.878, Loss:  0.188
Epoch  34 Batch 1003/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.881, Loss:  0.218
Epoch  34 Batch 1004/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.881, Loss:  0.237
Epoch  34 Batch 1005/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.239
Epoch  34 Batch 1006/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.203
Epoch  34 Batch 1007/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.888, Loss:  0.209
Epoch  34 Batch 1008/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.243
Epoch  34 Batch 1009/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.884, Loss:  0.193
Epoch  34 Batch 1010/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.882, Loss:  0.216
Epoch  34 Batch 1011/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.886, Loss:  0.230
Epoch  34 Batch 1012/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.201
Epoch  34 Batch 1013/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.889, Loss:  0.207
Epoch  34 Batch 1014/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.230
Epoch  34 Batch 1015/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.249
Epoch  34 Batch 1016/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.888, Loss:  0.230
Epoch  34 Batch 1017/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.229
Epoch  34 Batch 1018/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.888, Loss:  0.214
Epoch  34 Batch 1019/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.892, Loss:  0.239
Epoch  34 Batch 1020/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.892, Loss:  0.199
Epoch  34 Batch 1021/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.219
Epoch  34 Batch 1022/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.204
Epoch  34 Batch 1023/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.193
Epoch  34 Batch 1024/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.891, Loss:  0.249
Epoch  34 Batch 1025/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.891, Loss:  0.229
Epoch  34 Batch 1026/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.887, Loss:  0.207
Epoch  34 Batch 1027/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.234
Epoch  34 Batch 1028/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.896, Loss:  0.204
Epoch  34 Batch 1029/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.214
Epoch  34 Batch 1030/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.251
Epoch  34 Batch 1031/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.235
Epoch  34 Batch 1032/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.891, Loss:  0.224
Epoch  34 Batch 1033/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.221
Epoch  34 Batch 1034/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.239
Epoch  34 Batch 1035/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.891, Loss:  0.199
Epoch  34 Batch 1036/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.237
Epoch  34 Batch 1037/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.237
Epoch  34 Batch 1038/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.217
Epoch  34 Batch 1039/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.893, Loss:  0.227
Epoch  34 Batch 1040/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.225
Epoch  34 Batch 1041/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.890, Loss:  0.228
Epoch  34 Batch 1042/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.895, Loss:  0.204
Epoch  34 Batch 1043/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.244
Epoch  34 Batch 1044/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.213
Epoch  34 Batch 1045/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.222
Epoch  34 Batch 1046/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.895, Loss:  0.191
Epoch  34 Batch 1047/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.218
Epoch  34 Batch 1048/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.218
Epoch  34 Batch 1049/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.223
Epoch  34 Batch 1050/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.212
Epoch  34 Batch 1051/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.204
Epoch  34 Batch 1052/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.208
Epoch  34 Batch 1053/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.893, Loss:  0.213
Epoch  34 Batch 1054/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.222
Epoch  34 Batch 1055/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.211
Epoch  34 Batch 1056/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.213
Epoch  34 Batch 1057/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.886, Loss:  0.232
Epoch  34 Batch 1058/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.887, Loss:  0.248
Epoch  34 Batch 1059/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.892, Loss:  0.252
Epoch  34 Batch 1060/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.892, Loss:  0.195
Epoch  34 Batch 1061/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.888, Loss:  0.253
Epoch  34 Batch 1062/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.225
Epoch  34 Batch 1063/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.903, Loss:  0.214
Epoch  34 Batch 1064/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.198
Epoch  34 Batch 1065/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.212
Epoch  34 Batch 1066/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.200
Epoch  34 Batch 1067/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.233
Epoch  34 Batch 1068/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.199
Epoch  34 Batch 1069/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.184
Epoch  34 Batch 1070/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.212
Epoch  34 Batch 1071/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.214
Epoch  34 Batch 1072/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.212
Epoch  34 Batch 1073/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.247
Epoch  34 Batch 1074/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.229
Epoch  34 Batch 1075/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.890, Loss:  0.233
Epoch  35 Batch    0/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.198
Epoch  35 Batch    1/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.890, Loss:  0.208
Epoch  35 Batch    2/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.892, Loss:  0.218
Epoch  35 Batch    3/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.892, Loss:  0.219
Epoch  35 Batch    4/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.214
Epoch  35 Batch    5/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.234
Epoch  35 Batch    6/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.227
Epoch  35 Batch    7/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.887, Loss:  0.199
Epoch  35 Batch    8/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.214
Epoch  35 Batch    9/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.219
Epoch  35 Batch   10/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.887, Loss:  0.226
Epoch  35 Batch   11/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.874, Loss:  0.229
Epoch  35 Batch   12/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.875, Loss:  0.214
Epoch  35 Batch   13/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.876, Loss:  0.236
Epoch  35 Batch   14/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.876, Loss:  0.186
Epoch  35 Batch   15/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.875, Loss:  0.216
Epoch  35 Batch   16/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.879, Loss:  0.227
Epoch  35 Batch   17/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.219
Epoch  35 Batch   18/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.885, Loss:  0.232
Epoch  35 Batch   19/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.218
Epoch  35 Batch   20/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.884, Loss:  0.192
Epoch  35 Batch   21/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.227
Epoch  35 Batch   22/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.221
Epoch  35 Batch   23/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.883, Loss:  0.204
Epoch  35 Batch   24/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.883, Loss:  0.222
Epoch  35 Batch   25/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.884, Loss:  0.208
Epoch  35 Batch   26/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.883, Loss:  0.245
Epoch  35 Batch   27/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.209
Epoch  35 Batch   28/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.887, Loss:  0.230
Epoch  35 Batch   29/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.232
Epoch  35 Batch   30/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.212
Epoch  35 Batch   31/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.211
Epoch  35 Batch   32/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.202
Epoch  35 Batch   33/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.892, Loss:  0.185
Epoch  35 Batch   34/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.234
Epoch  35 Batch   35/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.892, Loss:  0.204
Epoch  35 Batch   36/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.219
Epoch  35 Batch   37/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.231
Epoch  35 Batch   38/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.237
Epoch  35 Batch   39/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.249
Epoch  35 Batch   40/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.210
Epoch  35 Batch   41/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.213
Epoch  35 Batch   42/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.891, Loss:  0.235
Epoch  35 Batch   43/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.197
Epoch  35 Batch   44/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.220
Epoch  35 Batch   45/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.901, Loss:  0.230
Epoch  35 Batch   46/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.905, Loss:  0.228
Epoch  35 Batch   47/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.216
Epoch  35 Batch   48/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.909, Loss:  0.254
Epoch  35 Batch   49/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.242
Epoch  35 Batch   50/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.214
Epoch  35 Batch   51/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.213
Epoch  35 Batch   52/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.224
Epoch  35 Batch   53/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.203
Epoch  35 Batch   54/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.244
Epoch  35 Batch   55/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.898, Loss:  0.238
Epoch  35 Batch   56/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.171
Epoch  35 Batch   57/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.200
Epoch  35 Batch   58/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.203
Epoch  35 Batch   59/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.214
Epoch  35 Batch   60/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.184
Epoch  35 Batch   61/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.234
Epoch  35 Batch   62/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.895, Loss:  0.234
Epoch  35 Batch   63/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.214
Epoch  35 Batch   64/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.201
Epoch  35 Batch   65/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.221
Epoch  35 Batch   66/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.191
Epoch  35 Batch   67/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.216
Epoch  35 Batch   68/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.234
Epoch  35 Batch   69/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.891, Loss:  0.253
Epoch  35 Batch   70/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.891, Loss:  0.225
Epoch  35 Batch   71/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.219
Epoch  35 Batch   72/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.892, Loss:  0.220
Epoch  35 Batch   73/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.224
Epoch  35 Batch   74/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.190
Epoch  35 Batch   75/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.258
Epoch  35 Batch   76/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.897, Loss:  0.188
Epoch  35 Batch   77/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.897, Loss:  0.214
Epoch  35 Batch   78/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.897, Loss:  0.237
Epoch  35 Batch   79/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.220
Epoch  35 Batch   80/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.892, Loss:  0.231
Epoch  35 Batch   81/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.203
Epoch  35 Batch   82/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.191
Epoch  35 Batch   83/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.222
Epoch  35 Batch   84/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.232
Epoch  35 Batch   85/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.215
Epoch  35 Batch   86/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.212
Epoch  35 Batch   87/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.890, Loss:  0.275
Epoch  35 Batch   88/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.890, Loss:  0.242
Epoch  35 Batch   89/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.231
Epoch  35 Batch   90/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.235
Epoch  35 Batch   91/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.197
Epoch  35 Batch   92/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.229
Epoch  35 Batch   93/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.217
Epoch  35 Batch   94/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.204
Epoch  35 Batch   95/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.242
Epoch  35 Batch   96/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.896, Loss:  0.214
Epoch  35 Batch   97/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.215
Epoch  35 Batch   98/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.223
Epoch  35 Batch   99/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.240
Epoch  35 Batch  100/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.216
Epoch  35 Batch  101/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.902, Loss:  0.212
Epoch  35 Batch  102/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.211
Epoch  35 Batch  103/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.241
Epoch  35 Batch  104/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.209
Epoch  35 Batch  105/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.220
Epoch  35 Batch  106/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.259
Epoch  35 Batch  107/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.890, Loss:  0.220
Epoch  35 Batch  108/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.202
Epoch  35 Batch  109/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.205
Epoch  35 Batch  110/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.182
Epoch  35 Batch  111/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.216
Epoch  35 Batch  112/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.208
Epoch  35 Batch  113/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.227
Epoch  35 Batch  114/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.194
Epoch  35 Batch  115/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.233
Epoch  35 Batch  116/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.888, Loss:  0.225
Epoch  35 Batch  117/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.238
Epoch  35 Batch  118/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.894, Loss:  0.225
Epoch  35 Batch  119/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.215
Epoch  35 Batch  120/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.244
Epoch  35 Batch  121/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.219
Epoch  35 Batch  122/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.893, Loss:  0.216
Epoch  35 Batch  123/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.890, Loss:  0.192
Epoch  35 Batch  124/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.241
Epoch  35 Batch  125/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.228
Epoch  35 Batch  126/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.204
Epoch  35 Batch  127/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.210
Epoch  35 Batch  128/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.206
Epoch  35 Batch  129/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.217
Epoch  35 Batch  130/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.194
Epoch  35 Batch  131/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.203
Epoch  35 Batch  132/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.895, Loss:  0.224
Epoch  35 Batch  133/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.206
Epoch  35 Batch  134/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.210
Epoch  35 Batch  135/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.233
Epoch  35 Batch  136/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.195
Epoch  35 Batch  137/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.187
Epoch  35 Batch  138/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.901, Loss:  0.203
Epoch  35 Batch  139/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.234
Epoch  35 Batch  140/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.230
Epoch  35 Batch  141/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.200
Epoch  35 Batch  142/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.214
Epoch  35 Batch  143/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.898, Loss:  0.220
Epoch  35 Batch  144/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.251
Epoch  35 Batch  145/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.232
Epoch  35 Batch  146/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.255
Epoch  35 Batch  147/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.243
Epoch  35 Batch  148/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.232
Epoch  35 Batch  149/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.223
Epoch  35 Batch  150/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.205
Epoch  35 Batch  151/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.891, Loss:  0.200
Epoch  35 Batch  152/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.241
Epoch  35 Batch  153/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.233
Epoch  35 Batch  154/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.888, Loss:  0.209
Epoch  35 Batch  155/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.209
Epoch  35 Batch  156/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.888, Loss:  0.209
Epoch  35 Batch  157/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.214
Epoch  35 Batch  158/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.228
Epoch  35 Batch  159/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.886, Loss:  0.183
Epoch  35 Batch  160/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.208
Epoch  35 Batch  161/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.888, Loss:  0.213
Epoch  35 Batch  162/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.889, Loss:  0.258
Epoch  35 Batch  163/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.885, Loss:  0.252
Epoch  35 Batch  164/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.890, Loss:  0.222
Epoch  35 Batch  165/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.894, Loss:  0.189
Epoch  35 Batch  166/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.218
Epoch  35 Batch  167/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.194
Epoch  35 Batch  168/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.898, Loss:  0.257
Epoch  35 Batch  169/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.218
Epoch  35 Batch  170/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.224
Epoch  35 Batch  171/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.188
Epoch  35 Batch  172/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.198
Epoch  35 Batch  173/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.898, Loss:  0.216
Epoch  35 Batch  174/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.223
Epoch  35 Batch  175/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.216
Epoch  35 Batch  176/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.225
Epoch  35 Batch  177/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.899, Loss:  0.240
Epoch  35 Batch  178/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.900, Loss:  0.191
Epoch  35 Batch  179/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.222
Epoch  35 Batch  180/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.219
Epoch  35 Batch  181/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.254
Epoch  35 Batch  182/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.231
Epoch  35 Batch  183/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.898, Loss:  0.214
Epoch  35 Batch  184/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.206
Epoch  35 Batch  185/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.251
Epoch  35 Batch  186/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.241
Epoch  35 Batch  187/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.899, Loss:  0.196
Epoch  35 Batch  188/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.896, Loss:  0.191
Epoch  35 Batch  189/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.218
Epoch  35 Batch  190/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.224
Epoch  35 Batch  191/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.209
Epoch  35 Batch  192/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.218
Epoch  35 Batch  193/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.215
Epoch  35 Batch  194/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.191
Epoch  35 Batch  195/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.893, Loss:  0.197
Epoch  35 Batch  196/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.199
Epoch  35 Batch  197/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.200
Epoch  35 Batch  198/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.212
Epoch  35 Batch  199/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.200
Epoch  35 Batch  200/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.900, Loss:  0.214
Epoch  35 Batch  201/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.199
Epoch  35 Batch  202/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.234
Epoch  35 Batch  203/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.212
Epoch  35 Batch  204/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.893, Loss:  0.268
Epoch  35 Batch  205/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.893, Loss:  0.223
Epoch  35 Batch  206/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.892, Loss:  0.201
Epoch  35 Batch  207/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.215
Epoch  35 Batch  208/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.894, Loss:  0.246
Epoch  35 Batch  209/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.894, Loss:  0.182
Epoch  35 Batch  210/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.227
Epoch  35 Batch  211/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.209
Epoch  35 Batch  212/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.189
Epoch  35 Batch  213/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.201
Epoch  35 Batch  214/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.202
Epoch  35 Batch  215/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.893, Loss:  0.246
Epoch  35 Batch  216/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.227
Epoch  35 Batch  217/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.213
Epoch  35 Batch  218/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.261
Epoch  35 Batch  219/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.211
Epoch  35 Batch  220/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.220
Epoch  35 Batch  221/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.210
Epoch  35 Batch  222/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.233
Epoch  35 Batch  223/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.892, Loss:  0.183
Epoch  35 Batch  224/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.236
Epoch  35 Batch  225/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.242
Epoch  35 Batch  226/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.212
Epoch  35 Batch  227/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.892, Loss:  0.246
Epoch  35 Batch  228/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.214
Epoch  35 Batch  229/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.213
Epoch  35 Batch  230/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.197
Epoch  35 Batch  231/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.226
Epoch  35 Batch  232/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.226
Epoch  35 Batch  233/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.263
Epoch  35 Batch  234/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.901, Loss:  0.243
Epoch  35 Batch  235/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.215
Epoch  35 Batch  236/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.228
Epoch  35 Batch  237/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.189
Epoch  35 Batch  238/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.899, Loss:  0.198
Epoch  35 Batch  239/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.899, Loss:  0.205
Epoch  35 Batch  240/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.898, Loss:  0.200
Epoch  35 Batch  241/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.177
Epoch  35 Batch  242/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.198
Epoch  35 Batch  243/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.228
Epoch  35 Batch  244/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.228
Epoch  35 Batch  245/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.898, Loss:  0.215
Epoch  35 Batch  246/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.899, Loss:  0.220
Epoch  35 Batch  247/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.204
Epoch  35 Batch  248/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.224
Epoch  35 Batch  249/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.894, Loss:  0.204
Epoch  35 Batch  250/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.894, Loss:  0.205
Epoch  35 Batch  251/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.894, Loss:  0.215
Epoch  35 Batch  252/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.220
Epoch  35 Batch  253/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.234
Epoch  35 Batch  254/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.219
Epoch  35 Batch  255/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.213
Epoch  35 Batch  256/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.265
Epoch  35 Batch  257/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.885, Loss:  0.209
Epoch  35 Batch  258/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.880, Loss:  0.218
Epoch  35 Batch  259/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.877, Loss:  0.208
Epoch  35 Batch  260/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.872, Loss:  0.197
Epoch  35 Batch  261/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.209
Epoch  35 Batch  262/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.882, Loss:  0.193
Epoch  35 Batch  263/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.884, Loss:  0.201
Epoch  35 Batch  264/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.230
Epoch  35 Batch  265/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.894, Loss:  0.209
Epoch  35 Batch  266/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.217
Epoch  35 Batch  267/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.892, Loss:  0.190
Epoch  35 Batch  268/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.214
Epoch  35 Batch  269/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.234
Epoch  35 Batch  270/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.228
Epoch  35 Batch  271/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.199
Epoch  35 Batch  272/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.295
Epoch  35 Batch  273/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.202
Epoch  35 Batch  274/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.229
Epoch  35 Batch  275/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.884, Loss:  0.235
Epoch  35 Batch  276/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.253
Epoch  35 Batch  277/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.874, Loss:  0.183
Epoch  35 Batch  278/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.880, Loss:  0.238
Epoch  35 Batch  279/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.882, Loss:  0.261
Epoch  35 Batch  280/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.887, Loss:  0.223
Epoch  35 Batch  281/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.220
Epoch  35 Batch  282/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.887, Loss:  0.274
Epoch  35 Batch  283/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.888, Loss:  0.214
Epoch  35 Batch  284/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.256
Epoch  35 Batch  285/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.235
Epoch  35 Batch  286/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.191
Epoch  35 Batch  287/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.221
Epoch  35 Batch  288/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.248
Epoch  35 Batch  289/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.207
Epoch  35 Batch  290/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.241
Epoch  35 Batch  291/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.242
Epoch  35 Batch  292/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.899, Loss:  0.208
Epoch  35 Batch  293/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.897, Loss:  0.228
Epoch  35 Batch  294/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.212
Epoch  35 Batch  295/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.259
Epoch  35 Batch  296/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.197
Epoch  35 Batch  297/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.256
Epoch  35 Batch  298/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.234
Epoch  35 Batch  299/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.186
Epoch  35 Batch  300/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.902, Loss:  0.210
Epoch  35 Batch  301/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.202
Epoch  35 Batch  302/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.221
Epoch  35 Batch  303/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.223
Epoch  35 Batch  304/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.201
Epoch  35 Batch  305/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.220
Epoch  35 Batch  306/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.234
Epoch  35 Batch  307/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.214
Epoch  35 Batch  308/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.246
Epoch  35 Batch  309/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.212
Epoch  35 Batch  310/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.234
Epoch  35 Batch  311/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.894, Loss:  0.225
Epoch  35 Batch  312/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.898, Loss:  0.242
Epoch  35 Batch  313/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.191
Epoch  35 Batch  314/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.895, Loss:  0.228
Epoch  35 Batch  315/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.895, Loss:  0.201
Epoch  35 Batch  316/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.218
Epoch  35 Batch  317/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.247
Epoch  35 Batch  318/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.223
Epoch  35 Batch  319/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.898, Loss:  0.236
Epoch  35 Batch  320/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.225
Epoch  35 Batch  321/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.898, Loss:  0.215
Epoch  35 Batch  322/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.889, Loss:  0.214
Epoch  35 Batch  323/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.224
Epoch  35 Batch  324/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.224
Epoch  35 Batch  325/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.884, Loss:  0.213
Epoch  35 Batch  326/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.208
Epoch  35 Batch  327/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.891, Loss:  0.245
Epoch  35 Batch  328/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.246
Epoch  35 Batch  329/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.250
Epoch  35 Batch  330/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.217
Epoch  35 Batch  331/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.228
Epoch  35 Batch  332/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.885, Loss:  0.186
Epoch  35 Batch  333/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.885, Loss:  0.207
Epoch  35 Batch  334/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.888, Loss:  0.219
Epoch  35 Batch  335/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.203
Epoch  35 Batch  336/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.245
Epoch  35 Batch  337/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.892, Loss:  0.229
Epoch  35 Batch  338/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.897, Loss:  0.267
Epoch  35 Batch  339/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.897, Loss:  0.196
Epoch  35 Batch  340/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.204
Epoch  35 Batch  341/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.900, Loss:  0.258
Epoch  35 Batch  342/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.211
Epoch  35 Batch  343/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.224
Epoch  35 Batch  344/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.214
Epoch  35 Batch  345/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.217
Epoch  35 Batch  346/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.889, Loss:  0.220
Epoch  35 Batch  347/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.886, Loss:  0.206
Epoch  35 Batch  348/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.886, Loss:  0.204
Epoch  35 Batch  349/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.880, Loss:  0.209
Epoch  35 Batch  350/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.880, Loss:  0.223
Epoch  35 Batch  351/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.210
Epoch  35 Batch  352/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.881, Loss:  0.226
Epoch  35 Batch  353/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.880, Loss:  0.260
Epoch  35 Batch  354/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.261
Epoch  35 Batch  355/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.885, Loss:  0.216
Epoch  35 Batch  356/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.211
Epoch  35 Batch  357/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.886, Loss:  0.219
Epoch  35 Batch  358/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.886, Loss:  0.241
Epoch  35 Batch  359/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.883, Loss:  0.210
Epoch  35 Batch  360/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.226
Epoch  35 Batch  361/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.882, Loss:  0.215
Epoch  35 Batch  362/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.877, Loss:  0.216
Epoch  35 Batch  363/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.877, Loss:  0.243
Epoch  35 Batch  364/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.877, Loss:  0.243
Epoch  35 Batch  365/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.876, Loss:  0.198
Epoch  35 Batch  366/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.207
Epoch  35 Batch  367/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.882, Loss:  0.180
Epoch  35 Batch  368/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.216
Epoch  35 Batch  369/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.205
Epoch  35 Batch  370/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.881, Loss:  0.222
Epoch  35 Batch  371/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.877, Loss:  0.226
Epoch  35 Batch  372/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.872, Loss:  0.210
Epoch  35 Batch  373/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.873, Loss:  0.203
Epoch  35 Batch  374/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.873, Loss:  0.232
Epoch  35 Batch  375/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.878, Loss:  0.218
Epoch  35 Batch  376/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.881, Loss:  0.215
Epoch  35 Batch  377/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.221
Epoch  35 Batch  378/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.199
Epoch  35 Batch  379/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.880, Loss:  0.227
Epoch  35 Batch  380/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.224
Epoch  35 Batch  381/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.233
Epoch  35 Batch  382/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.875, Loss:  0.268
Epoch  35 Batch  383/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.876, Loss:  0.209
Epoch  35 Batch  384/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.875, Loss:  0.213
Epoch  35 Batch  385/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.880, Loss:  0.228
Epoch  35 Batch  386/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.880, Loss:  0.211
Epoch  35 Batch  387/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.879, Loss:  0.202
Epoch  35 Batch  388/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.882, Loss:  0.229
Epoch  35 Batch  389/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.883, Loss:  0.211
Epoch  35 Batch  390/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.883, Loss:  0.241
Epoch  35 Batch  391/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.883, Loss:  0.236
Epoch  35 Batch  392/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.882, Loss:  0.220
Epoch  35 Batch  393/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.882, Loss:  0.199
Epoch  35 Batch  394/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.221
Epoch  35 Batch  395/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.888, Loss:  0.208
Epoch  35 Batch  396/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.259
Epoch  35 Batch  397/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.222
Epoch  35 Batch  398/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.229
Epoch  35 Batch  399/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.900, Loss:  0.222
Epoch  35 Batch  400/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.905, Loss:  0.266
Epoch  35 Batch  401/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.216
Epoch  35 Batch  402/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.199
Epoch  35 Batch  403/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.242
Epoch  35 Batch  404/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.205
Epoch  35 Batch  405/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.242
Epoch  35 Batch  406/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.892, Loss:  0.197
Epoch  35 Batch  407/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.227
Epoch  35 Batch  408/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.886, Loss:  0.228
Epoch  35 Batch  409/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.231
Epoch  35 Batch  410/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.233
Epoch  35 Batch  411/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.227
Epoch  35 Batch  412/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.910, Loss:  0.201
Epoch  35 Batch  413/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.218
Epoch  35 Batch  414/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.234
Epoch  35 Batch  415/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.206
Epoch  35 Batch  416/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.204
Epoch  35 Batch  417/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.245
Epoch  35 Batch  418/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.890, Loss:  0.201
Epoch  35 Batch  419/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.211
Epoch  35 Batch  420/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.886, Loss:  0.200
Epoch  35 Batch  421/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.261
Epoch  35 Batch  422/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.213
Epoch  35 Batch  423/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.231
Epoch  35 Batch  424/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.232
Epoch  35 Batch  425/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.886, Loss:  0.192
Epoch  35 Batch  426/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.885, Loss:  0.258
Epoch  35 Batch  427/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.216
Epoch  35 Batch  428/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.881, Loss:  0.211
Epoch  35 Batch  429/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.193
Epoch  35 Batch  430/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.214
Epoch  35 Batch  431/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.205
Epoch  35 Batch  432/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.226
Epoch  35 Batch  433/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.228
Epoch  35 Batch  434/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.201
Epoch  35 Batch  435/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.224
Epoch  35 Batch  436/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.896, Loss:  0.207
Epoch  35 Batch  437/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.199
Epoch  35 Batch  438/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.230
Epoch  35 Batch  439/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.231
Epoch  35 Batch  440/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.901, Loss:  0.244
Epoch  35 Batch  441/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.215
Epoch  35 Batch  442/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.210
Epoch  35 Batch  443/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.897, Loss:  0.227
Epoch  35 Batch  444/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.198
Epoch  35 Batch  445/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.202
Epoch  35 Batch  446/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.892, Loss:  0.187
Epoch  35 Batch  447/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.887, Loss:  0.220
Epoch  35 Batch  448/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.877, Loss:  0.241
Epoch  35 Batch  449/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.873, Loss:  0.227
Epoch  35 Batch  450/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.873, Loss:  0.228
Epoch  35 Batch  451/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.873, Loss:  0.210
Epoch  35 Batch  452/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.877, Loss:  0.238
Epoch  35 Batch  453/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.876, Loss:  0.206
Epoch  35 Batch  454/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.880, Loss:  0.221
Epoch  35 Batch  455/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.881, Loss:  0.207
Epoch  35 Batch  456/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.879, Loss:  0.209
Epoch  35 Batch  457/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.210
Epoch  35 Batch  458/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.225
Epoch  35 Batch  459/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.910, Loss:  0.208
Epoch  35 Batch  460/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.207
Epoch  35 Batch  461/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.907, Loss:  0.219
Epoch  35 Batch  462/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.202
Epoch  35 Batch  463/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.210
Epoch  35 Batch  464/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.203
Epoch  35 Batch  465/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.908, Loss:  0.244
Epoch  35 Batch  466/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.909, Loss:  0.201
Epoch  35 Batch  467/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.210
Epoch  35 Batch  468/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.222
Epoch  35 Batch  469/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.209
Epoch  35 Batch  470/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.217
Epoch  35 Batch  471/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.873, Loss:  0.208
Epoch  35 Batch  472/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.873, Loss:  0.206
Epoch  35 Batch  473/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.222
Epoch  35 Batch  474/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.878, Loss:  0.215
Epoch  35 Batch  475/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.878, Loss:  0.219
Epoch  35 Batch  476/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.878, Loss:  0.199
Epoch  35 Batch  477/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.878, Loss:  0.214
Epoch  35 Batch  478/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.241
Epoch  35 Batch  479/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.882, Loss:  0.228
Epoch  35 Batch  480/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.884, Loss:  0.226
Epoch  35 Batch  481/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.209
Epoch  35 Batch  482/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.890, Loss:  0.231
Epoch  35 Batch  483/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.221
Epoch  35 Batch  484/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.895, Loss:  0.231
Epoch  35 Batch  485/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.201
Epoch  35 Batch  486/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.892, Loss:  0.196
Epoch  35 Batch  487/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.213
Epoch  35 Batch  488/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.215
Epoch  35 Batch  489/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.886, Loss:  0.194
Epoch  35 Batch  490/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.235
Epoch  35 Batch  491/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.227
Epoch  35 Batch  492/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.882, Loss:  0.255
Epoch  35 Batch  493/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.886, Loss:  0.195
Epoch  35 Batch  494/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.886, Loss:  0.203
Epoch  35 Batch  495/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.204
Epoch  35 Batch  496/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.218
Epoch  35 Batch  497/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.890, Loss:  0.240
Epoch  35 Batch  498/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.202
Epoch  35 Batch  499/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.881, Loss:  0.200
Epoch  35 Batch  500/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.882, Loss:  0.198
Epoch  35 Batch  501/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.882, Loss:  0.191
Epoch  35 Batch  502/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.882, Loss:  0.216
Epoch  35 Batch  503/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.882, Loss:  0.219
Epoch  35 Batch  504/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.882, Loss:  0.252
Epoch  35 Batch  505/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.882, Loss:  0.172
Epoch  35 Batch  506/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.211
Epoch  35 Batch  507/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.887, Loss:  0.208
Epoch  35 Batch  508/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.216
Epoch  35 Batch  509/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.891, Loss:  0.252
Epoch  35 Batch  510/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.203
Epoch  35 Batch  511/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.237
Epoch  35 Batch  512/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.895, Loss:  0.209
Epoch  35 Batch  513/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.894, Loss:  0.214
Epoch  35 Batch  514/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.894, Loss:  0.214
Epoch  35 Batch  515/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.889, Loss:  0.203
Epoch  35 Batch  516/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.889, Loss:  0.211
Epoch  35 Batch  517/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.220
Epoch  35 Batch  518/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.190
Epoch  35 Batch  519/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.883, Loss:  0.225
Epoch  35 Batch  520/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.888, Loss:  0.200
Epoch  35 Batch  521/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.222
Epoch  35 Batch  522/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.888, Loss:  0.245
Epoch  35 Batch  523/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.212
Epoch  35 Batch  524/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.209
Epoch  35 Batch  525/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.242
Epoch  35 Batch  526/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.884, Loss:  0.209
Epoch  35 Batch  527/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.885, Loss:  0.203
Epoch  35 Batch  528/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.221
Epoch  35 Batch  529/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.198
Epoch  35 Batch  530/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.242
Epoch  35 Batch  531/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.207
Epoch  35 Batch  532/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.883, Loss:  0.237
Epoch  35 Batch  533/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.258
Epoch  35 Batch  534/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.199
Epoch  35 Batch  535/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.888, Loss:  0.213
Epoch  35 Batch  536/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.891, Loss:  0.195
Epoch  35 Batch  537/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.224
Epoch  35 Batch  538/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.901, Loss:  0.209
Epoch  35 Batch  539/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.242
Epoch  35 Batch  540/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.199
Epoch  35 Batch  541/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.213
Epoch  35 Batch  542/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.215
Epoch  35 Batch  543/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.884, Loss:  0.218
Epoch  35 Batch  544/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.203
Epoch  35 Batch  545/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.234
Epoch  35 Batch  546/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.884, Loss:  0.251
Epoch  35 Batch  547/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.219
Epoch  35 Batch  548/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.239
Epoch  35 Batch  549/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.898, Loss:  0.237
Epoch  35 Batch  550/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.898, Loss:  0.235
Epoch  35 Batch  551/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.894, Loss:  0.220
Epoch  35 Batch  552/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.221
Epoch  35 Batch  553/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.219
Epoch  35 Batch  554/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.217
Epoch  35 Batch  555/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.214
Epoch  35 Batch  556/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.207
Epoch  35 Batch  557/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.225
Epoch  35 Batch  558/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.218
Epoch  35 Batch  559/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.209
Epoch  35 Batch  560/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.193
Epoch  35 Batch  561/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.194
Epoch  35 Batch  562/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.194
Epoch  35 Batch  563/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.898, Loss:  0.255
Epoch  35 Batch  564/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.898, Loss:  0.249
Epoch  35 Batch  565/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.238
Epoch  35 Batch  566/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.263
Epoch  35 Batch  567/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.234
Epoch  35 Batch  568/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.225
Epoch  35 Batch  569/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.236
Epoch  35 Batch  570/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.238
Epoch  35 Batch  571/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.907, Loss:  0.191
Epoch  35 Batch  572/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.194
Epoch  35 Batch  573/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.240
Epoch  35 Batch  574/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.224
Epoch  35 Batch  575/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.231
Epoch  35 Batch  576/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.904, Loss:  0.210
Epoch  35 Batch  577/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.227
Epoch  35 Batch  578/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.906, Loss:  0.242
Epoch  35 Batch  579/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.905, Loss:  0.205
Epoch  35 Batch  580/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.905, Loss:  0.189
Epoch  35 Batch  581/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.198
Epoch  35 Batch  582/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.206
Epoch  35 Batch  583/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.231
Epoch  35 Batch  584/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.211
Epoch  35 Batch  585/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.188
Epoch  35 Batch  586/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.901, Loss:  0.228
Epoch  35 Batch  587/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.202
Epoch  35 Batch  588/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.215
Epoch  35 Batch  589/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.896, Loss:  0.219
Epoch  35 Batch  590/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.221
Epoch  35 Batch  591/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.205
Epoch  35 Batch  592/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.228
Epoch  35 Batch  593/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.221
Epoch  35 Batch  594/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.234
Epoch  35 Batch  595/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.229
Epoch  35 Batch  596/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.886, Loss:  0.240
Epoch  35 Batch  597/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.226
Epoch  35 Batch  598/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.221
Epoch  35 Batch  599/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.287
Epoch  35 Batch  600/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.215
Epoch  35 Batch  601/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.891, Loss:  0.223
Epoch  35 Batch  602/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.892, Loss:  0.208
Epoch  35 Batch  603/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.213
Epoch  35 Batch  604/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.889, Loss:  0.233
Epoch  35 Batch  605/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.254
Epoch  35 Batch  606/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.888, Loss:  0.208
Epoch  35 Batch  607/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.219
Epoch  35 Batch  608/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.244
Epoch  35 Batch  609/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.893, Loss:  0.221
Epoch  35 Batch  610/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.240
Epoch  35 Batch  611/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.227
Epoch  35 Batch  612/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.217
Epoch  35 Batch  613/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.244
Epoch  35 Batch  614/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.893, Loss:  0.218
Epoch  35 Batch  615/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.203
Epoch  35 Batch  616/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.894, Loss:  0.228
Epoch  35 Batch  617/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.215
Epoch  35 Batch  618/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.217
Epoch  35 Batch  619/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.900, Loss:  0.197
Epoch  35 Batch  620/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.227
Epoch  35 Batch  621/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.894, Loss:  0.246
Epoch  35 Batch  622/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.889, Loss:  0.237
Epoch  35 Batch  623/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.221
Epoch  35 Batch  624/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.202
Epoch  35 Batch  625/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.224
Epoch  35 Batch  626/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.193
Epoch  35 Batch  627/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.211
Epoch  35 Batch  628/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.241
Epoch  35 Batch  629/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.239
Epoch  35 Batch  630/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.881, Loss:  0.212
Epoch  35 Batch  631/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.221
Epoch  35 Batch  632/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.213
Epoch  35 Batch  633/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.221
Epoch  35 Batch  634/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.190
Epoch  35 Batch  635/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.903, Loss:  0.254
Epoch  35 Batch  636/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.217
Epoch  35 Batch  637/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.901, Loss:  0.229
Epoch  35 Batch  638/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.218
Epoch  35 Batch  639/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.224
Epoch  35 Batch  640/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.204
Epoch  35 Batch  641/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.215
Epoch  35 Batch  642/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.217
Epoch  35 Batch  643/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.187
Epoch  35 Batch  644/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.222
Epoch  35 Batch  645/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.222
Epoch  35 Batch  646/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.216
Epoch  35 Batch  647/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.225
Epoch  35 Batch  648/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.197
Epoch  35 Batch  649/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.237
Epoch  35 Batch  650/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.240
Epoch  35 Batch  651/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.217
Epoch  35 Batch  652/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.251
Epoch  35 Batch  653/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.892, Loss:  0.238
Epoch  35 Batch  654/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.210
Epoch  35 Batch  655/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.225
Epoch  35 Batch  656/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.224
Epoch  35 Batch  657/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.225
Epoch  35 Batch  658/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.235
Epoch  35 Batch  659/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.235
Epoch  35 Batch  660/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.223
Epoch  35 Batch  661/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.893, Loss:  0.187
Epoch  35 Batch  662/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.205
Epoch  35 Batch  663/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.203
Epoch  35 Batch  664/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.207
Epoch  35 Batch  665/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.220
Epoch  35 Batch  666/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.226
Epoch  35 Batch  667/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.246
Epoch  35 Batch  668/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.213
Epoch  35 Batch  669/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.223
Epoch  35 Batch  670/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.211
Epoch  35 Batch  671/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.257
Epoch  35 Batch  672/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.230
Epoch  35 Batch  673/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.200
Epoch  35 Batch  674/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.897, Loss:  0.209
Epoch  35 Batch  675/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.250
Epoch  35 Batch  676/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.225
Epoch  35 Batch  677/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.889, Loss:  0.217
Epoch  35 Batch  678/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.889, Loss:  0.188
Epoch  35 Batch  679/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.232
Epoch  35 Batch  680/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.197
Epoch  35 Batch  681/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.226
Epoch  35 Batch  682/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.894, Loss:  0.229
Epoch  35 Batch  683/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.188
Epoch  35 Batch  684/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.217
Epoch  35 Batch  685/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.235
Epoch  35 Batch  686/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.213
Epoch  35 Batch  687/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.889, Loss:  0.234
Epoch  35 Batch  688/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.206
Epoch  35 Batch  689/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.890, Loss:  0.187
Epoch  35 Batch  690/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.218
Epoch  35 Batch  691/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.888, Loss:  0.241
Epoch  35 Batch  692/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.889, Loss:  0.198
Epoch  35 Batch  693/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.273
Epoch  35 Batch  694/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.222
Epoch  35 Batch  695/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.887, Loss:  0.201
Epoch  35 Batch  696/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.887, Loss:  0.236
Epoch  35 Batch  697/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.208
Epoch  35 Batch  698/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.887, Loss:  0.218
Epoch  35 Batch  699/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.885, Loss:  0.229
Epoch  35 Batch  700/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.198
Epoch  35 Batch  701/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.230
Epoch  35 Batch  702/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.886, Loss:  0.253
Epoch  35 Batch  703/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.230
Epoch  35 Batch  704/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.887, Loss:  0.254
Epoch  35 Batch  705/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.230
Epoch  35 Batch  706/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.890, Loss:  0.248
Epoch  35 Batch  707/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.195
Epoch  35 Batch  708/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.221
Epoch  35 Batch  709/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.897, Loss:  0.231
Epoch  35 Batch  710/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.209
Epoch  35 Batch  711/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.248
Epoch  35 Batch  712/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.220
Epoch  35 Batch  713/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.188
Epoch  35 Batch  714/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.211
Epoch  35 Batch  715/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.890, Loss:  0.237
Epoch  35 Batch  716/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.890, Loss:  0.198
Epoch  35 Batch  717/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.890, Loss:  0.202
Epoch  35 Batch  718/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.226
Epoch  35 Batch  719/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.223
Epoch  35 Batch  720/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.896, Loss:  0.233
Epoch  35 Batch  721/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.214
Epoch  35 Batch  722/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.897, Loss:  0.195
Epoch  35 Batch  723/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.897, Loss:  0.222
Epoch  35 Batch  724/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.230
Epoch  35 Batch  725/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.198
Epoch  35 Batch  726/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.206
Epoch  35 Batch  727/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.892, Loss:  0.205
Epoch  35 Batch  728/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.892, Loss:  0.231
Epoch  35 Batch  729/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.235
Epoch  35 Batch  730/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.236
Epoch  35 Batch  731/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.234
Epoch  35 Batch  732/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.234
Epoch  35 Batch  733/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.219
Epoch  35 Batch  734/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.896, Loss:  0.218
Epoch  35 Batch  735/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.195
Epoch  35 Batch  736/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.888, Loss:  0.219
Epoch  35 Batch  737/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.228
Epoch  35 Batch  738/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.197
Epoch  35 Batch  739/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.889, Loss:  0.204
Epoch  35 Batch  740/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.202
Epoch  35 Batch  741/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.891, Loss:  0.245
Epoch  35 Batch  742/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.214
Epoch  35 Batch  743/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.891, Loss:  0.240
Epoch  35 Batch  744/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.888, Loss:  0.195
Epoch  35 Batch  745/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.888, Loss:  0.216
Epoch  35 Batch  746/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.887, Loss:  0.220
Epoch  35 Batch  747/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.195
Epoch  35 Batch  748/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.205
Epoch  35 Batch  749/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.892, Loss:  0.232
Epoch  35 Batch  750/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.237
Epoch  35 Batch  751/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.216
Epoch  35 Batch  752/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.187
Epoch  35 Batch  753/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.232
Epoch  35 Batch  754/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.234
Epoch  35 Batch  755/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.228
Epoch  35 Batch  756/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.892, Loss:  0.206
Epoch  35 Batch  757/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.892, Loss:  0.240
Epoch  35 Batch  758/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.199
Epoch  35 Batch  759/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.190
Epoch  35 Batch  760/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.892, Loss:  0.225
Epoch  35 Batch  761/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.239
Epoch  35 Batch  762/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.893, Loss:  0.185
Epoch  35 Batch  763/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.201
Epoch  35 Batch  764/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.198
Epoch  35 Batch  765/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.213
Epoch  35 Batch  766/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.243
Epoch  35 Batch  767/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.202
Epoch  35 Batch  768/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.207
Epoch  35 Batch  769/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.216
Epoch  35 Batch  770/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.213
Epoch  35 Batch  771/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.230
Epoch  35 Batch  772/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.893, Loss:  0.197
Epoch  35 Batch  773/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.197
Epoch  35 Batch  774/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.222
Epoch  35 Batch  775/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.220
Epoch  35 Batch  776/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.892, Loss:  0.196
Epoch  35 Batch  777/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.893, Loss:  0.218
Epoch  35 Batch  778/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.192
Epoch  35 Batch  779/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.892, Loss:  0.217
Epoch  35 Batch  780/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.892, Loss:  0.242
Epoch  35 Batch  781/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.892, Loss:  0.207
Epoch  35 Batch  782/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.216
Epoch  35 Batch  783/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.209
Epoch  35 Batch  784/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.903, Loss:  0.195
Epoch  35 Batch  785/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.202
Epoch  35 Batch  786/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.208
Epoch  35 Batch  787/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.209
Epoch  35 Batch  788/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.215
Epoch  35 Batch  789/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.233
Epoch  35 Batch  790/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.904, Loss:  0.249
Epoch  35 Batch  791/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.218
Epoch  35 Batch  792/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.242
Epoch  35 Batch  793/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.227
Epoch  35 Batch  794/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.216
Epoch  35 Batch  795/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.244
Epoch  35 Batch  796/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.230
Epoch  35 Batch  797/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.210
Epoch  35 Batch  798/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.218
Epoch  35 Batch  799/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.899, Loss:  0.238
Epoch  35 Batch  800/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.213
Epoch  35 Batch  801/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.223
Epoch  35 Batch  802/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.216
Epoch  35 Batch  803/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.241
Epoch  35 Batch  804/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.210
Epoch  35 Batch  805/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.210
Epoch  35 Batch  806/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.216
Epoch  35 Batch  807/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.192
Epoch  35 Batch  808/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.254
Epoch  35 Batch  809/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.256
Epoch  35 Batch  810/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.183
Epoch  35 Batch  811/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.212
Epoch  35 Batch  812/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.901, Loss:  0.243
Epoch  35 Batch  813/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.213
Epoch  35 Batch  814/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.243
Epoch  35 Batch  815/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.221
Epoch  35 Batch  816/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.893, Loss:  0.209
Epoch  35 Batch  817/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.242
Epoch  35 Batch  818/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.205
Epoch  35 Batch  819/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.209
Epoch  35 Batch  820/1077 - Train Accuracy:  0.834, Validation Accuracy:  0.888, Loss:  0.226
Epoch  35 Batch  821/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.887, Loss:  0.207
Epoch  35 Batch  822/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.230
Epoch  35 Batch  823/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.887, Loss:  0.222
Epoch  35 Batch  824/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.216
Epoch  35 Batch  825/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.893, Loss:  0.200
Epoch  35 Batch  826/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.888, Loss:  0.202
Epoch  35 Batch  827/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.220
Epoch  35 Batch  828/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.210
Epoch  35 Batch  829/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.261
Epoch  35 Batch  830/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.887, Loss:  0.228
Epoch  35 Batch  831/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.889, Loss:  0.228
Epoch  35 Batch  832/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.217
Epoch  35 Batch  833/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.234
Epoch  35 Batch  834/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.230
Epoch  35 Batch  835/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.227
Epoch  35 Batch  836/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.887, Loss:  0.208
Epoch  35 Batch  837/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.247
Epoch  35 Batch  838/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.885, Loss:  0.207
Epoch  35 Batch  839/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.205
Epoch  35 Batch  840/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.196
Epoch  35 Batch  841/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.891, Loss:  0.218
Epoch  35 Batch  842/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.215
Epoch  35 Batch  843/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.205
Epoch  35 Batch  844/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.191
Epoch  35 Batch  845/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.194
Epoch  35 Batch  846/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.893, Loss:  0.230
Epoch  35 Batch  847/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.891, Loss:  0.236
Epoch  35 Batch  848/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.207
Epoch  35 Batch  849/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.891, Loss:  0.201
Epoch  35 Batch  850/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.238
Epoch  35 Batch  851/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.239
Epoch  35 Batch  852/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.892, Loss:  0.239
Epoch  35 Batch  853/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.891, Loss:  0.205
Epoch  35 Batch  854/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.218
Epoch  35 Batch  855/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.218
Epoch  35 Batch  856/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.894, Loss:  0.238
Epoch  35 Batch  857/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.217
Epoch  35 Batch  858/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.224
Epoch  35 Batch  859/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.233
Epoch  35 Batch  860/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.209
Epoch  35 Batch  861/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.223
Epoch  35 Batch  862/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.894, Loss:  0.238
Epoch  35 Batch  863/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.206
Epoch  35 Batch  864/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.899, Loss:  0.231
Epoch  35 Batch  865/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.209
Epoch  35 Batch  866/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.227
Epoch  35 Batch  867/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.906, Loss:  0.252
Epoch  35 Batch  868/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.226
Epoch  35 Batch  869/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.241
Epoch  35 Batch  870/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.909, Loss:  0.238
Epoch  35 Batch  871/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.226
Epoch  35 Batch  872/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.221
Epoch  35 Batch  873/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.906, Loss:  0.226
Epoch  35 Batch  874/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.906, Loss:  0.229
Epoch  35 Batch  875/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.232
Epoch  35 Batch  876/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.236
Epoch  35 Batch  877/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.201
Epoch  35 Batch  878/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.218
Epoch  35 Batch  879/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.192
Epoch  35 Batch  880/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.222
Epoch  35 Batch  881/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.245
Epoch  35 Batch  882/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.219
Epoch  35 Batch  883/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.882, Loss:  0.252
Epoch  35 Batch  884/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.883, Loss:  0.224
Epoch  35 Batch  885/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.885, Loss:  0.191
Epoch  35 Batch  886/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.223
Epoch  35 Batch  887/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.882, Loss:  0.240
Epoch  35 Batch  888/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.199
Epoch  35 Batch  889/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.882, Loss:  0.213
Epoch  35 Batch  890/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.882, Loss:  0.209
Epoch  35 Batch  891/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.879, Loss:  0.226
Epoch  35 Batch  892/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.877, Loss:  0.213
Epoch  35 Batch  893/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.878, Loss:  0.235
Epoch  35 Batch  894/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.877, Loss:  0.195
Epoch  35 Batch  895/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.877, Loss:  0.222
Epoch  35 Batch  896/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.223
Epoch  35 Batch  897/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.204
Epoch  35 Batch  898/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.887, Loss:  0.197
Epoch  35 Batch  899/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.229
Epoch  35 Batch  900/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.243
Epoch  35 Batch  901/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.231
Epoch  35 Batch  902/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.911, Loss:  0.231
Epoch  35 Batch  903/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.209
Epoch  35 Batch  904/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.220
Epoch  35 Batch  905/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.207
Epoch  35 Batch  906/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.222
Epoch  35 Batch  907/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.213
Epoch  35 Batch  908/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.245
Epoch  35 Batch  909/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.220
Epoch  35 Batch  910/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.909, Loss:  0.220
Epoch  35 Batch  911/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.214
Epoch  35 Batch  912/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.231
Epoch  35 Batch  913/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.249
Epoch  35 Batch  914/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.253
Epoch  35 Batch  915/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.897, Loss:  0.211
Epoch  35 Batch  916/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.226
Epoch  35 Batch  917/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.208
Epoch  35 Batch  918/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.200
Epoch  35 Batch  919/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.196
Epoch  35 Batch  920/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.892, Loss:  0.230
Epoch  35 Batch  921/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.229
Epoch  35 Batch  922/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.232
Epoch  35 Batch  923/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.879, Loss:  0.215
Epoch  35 Batch  924/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.884, Loss:  0.268
Epoch  35 Batch  925/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.202
Epoch  35 Batch  926/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.886, Loss:  0.234
Epoch  35 Batch  927/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.244
Epoch  35 Batch  928/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.223
Epoch  35 Batch  929/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.887, Loss:  0.218
Epoch  35 Batch  930/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.213
Epoch  35 Batch  931/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.886, Loss:  0.220
Epoch  35 Batch  932/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.211
Epoch  35 Batch  933/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.887, Loss:  0.224
Epoch  35 Batch  934/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.236
Epoch  35 Batch  935/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.217
Epoch  35 Batch  936/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.224
Epoch  35 Batch  937/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.215
Epoch  35 Batch  938/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.235
Epoch  35 Batch  939/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.241
Epoch  35 Batch  940/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.194
Epoch  35 Batch  941/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.896, Loss:  0.202
Epoch  35 Batch  942/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.896, Loss:  0.236
Epoch  35 Batch  943/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.234
Epoch  35 Batch  944/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.194
Epoch  35 Batch  945/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.894, Loss:  0.205
Epoch  35 Batch  946/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.899, Loss:  0.216
Epoch  35 Batch  947/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.898, Loss:  0.244
Epoch  35 Batch  948/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.216
Epoch  35 Batch  949/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.180
Epoch  35 Batch  950/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.194
Epoch  35 Batch  951/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.214
Epoch  35 Batch  952/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.209
Epoch  35 Batch  953/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.895, Loss:  0.199
Epoch  35 Batch  954/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.233
Epoch  35 Batch  955/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.217
Epoch  35 Batch  956/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.227
Epoch  35 Batch  957/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.891, Loss:  0.228
Epoch  35 Batch  958/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.223
Epoch  35 Batch  959/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.880, Loss:  0.186
Epoch  35 Batch  960/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.876, Loss:  0.198
Epoch  35 Batch  961/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.874, Loss:  0.230
Epoch  35 Batch  962/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.874, Loss:  0.213
Epoch  35 Batch  963/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.873, Loss:  0.264
Epoch  35 Batch  964/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.873, Loss:  0.209
Epoch  35 Batch  965/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.874, Loss:  0.235
Epoch  35 Batch  966/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.874, Loss:  0.192
Epoch  35 Batch  967/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.875, Loss:  0.208
Epoch  35 Batch  968/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.875, Loss:  0.237
Epoch  35 Batch  969/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.880, Loss:  0.243
Epoch  35 Batch  970/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.880, Loss:  0.229
Epoch  35 Batch  971/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.880, Loss:  0.210
Epoch  35 Batch  972/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.874, Loss:  0.235
Epoch  35 Batch  973/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.874, Loss:  0.191
Epoch  35 Batch  974/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.878, Loss:  0.211
Epoch  35 Batch  975/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.881, Loss:  0.215
Epoch  35 Batch  976/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.202
Epoch  35 Batch  977/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.186
Epoch  35 Batch  978/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.218
Epoch  35 Batch  979/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.230
Epoch  35 Batch  980/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.231
Epoch  35 Batch  981/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.218
Epoch  35 Batch  982/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.220
Epoch  35 Batch  983/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.240
Epoch  35 Batch  984/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.895, Loss:  0.240
Epoch  35 Batch  985/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.895, Loss:  0.207
Epoch  35 Batch  986/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.224
Epoch  35 Batch  987/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.211
Epoch  35 Batch  988/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.236
Epoch  35 Batch  989/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.242
Epoch  35 Batch  990/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.249
Epoch  35 Batch  991/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.215
Epoch  35 Batch  992/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.225
Epoch  35 Batch  993/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.184
Epoch  35 Batch  994/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.219
Epoch  35 Batch  995/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.231
Epoch  35 Batch  996/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.898, Loss:  0.214
Epoch  35 Batch  997/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.227
Epoch  35 Batch  998/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.200
Epoch  35 Batch  999/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.206
Epoch  35 Batch 1000/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.206
Epoch  35 Batch 1001/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.191
Epoch  35 Batch 1002/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.201
Epoch  35 Batch 1003/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.224
Epoch  35 Batch 1004/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.217
Epoch  35 Batch 1005/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.884, Loss:  0.215
Epoch  35 Batch 1006/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.884, Loss:  0.196
Epoch  35 Batch 1007/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.884, Loss:  0.202
Epoch  35 Batch 1008/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.251
Epoch  35 Batch 1009/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.885, Loss:  0.186
Epoch  35 Batch 1010/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.884, Loss:  0.207
Epoch  35 Batch 1011/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.889, Loss:  0.219
Epoch  35 Batch 1012/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.195
Epoch  35 Batch 1013/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.207
Epoch  35 Batch 1014/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.212
Epoch  35 Batch 1015/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.889, Loss:  0.244
Epoch  35 Batch 1016/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.890, Loss:  0.229
Epoch  35 Batch 1017/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.231
Epoch  35 Batch 1018/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.890, Loss:  0.214
Epoch  35 Batch 1019/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.890, Loss:  0.244
Epoch  35 Batch 1020/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.891, Loss:  0.202
Epoch  35 Batch 1021/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.202
Epoch  35 Batch 1022/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.206
Epoch  35 Batch 1023/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.888, Loss:  0.197
Epoch  35 Batch 1024/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.888, Loss:  0.233
Epoch  35 Batch 1025/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.248
Epoch  35 Batch 1026/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.884, Loss:  0.226
Epoch  35 Batch 1027/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.886, Loss:  0.249
Epoch  35 Batch 1028/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.882, Loss:  0.219
Epoch  35 Batch 1029/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.884, Loss:  0.201
Epoch  35 Batch 1030/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.881, Loss:  0.219
Epoch  35 Batch 1031/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.881, Loss:  0.230
Epoch  35 Batch 1032/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.882, Loss:  0.242
Epoch  35 Batch 1033/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.881, Loss:  0.212
Epoch  35 Batch 1034/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.230
Epoch  35 Batch 1035/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.882, Loss:  0.185
Epoch  35 Batch 1036/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.879, Loss:  0.232
Epoch  35 Batch 1037/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.884, Loss:  0.226
Epoch  35 Batch 1038/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.883, Loss:  0.212
Epoch  35 Batch 1039/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.883, Loss:  0.218
Epoch  35 Batch 1040/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.882, Loss:  0.220
Epoch  35 Batch 1041/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.879, Loss:  0.231
Epoch  35 Batch 1042/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.874, Loss:  0.229
Epoch  35 Batch 1043/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.884, Loss:  0.238
Epoch  35 Batch 1044/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.225
Epoch  35 Batch 1045/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.218
Epoch  35 Batch 1046/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.186
Epoch  35 Batch 1047/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.891, Loss:  0.199
Epoch  35 Batch 1048/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.201
Epoch  35 Batch 1049/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.892, Loss:  0.232
Epoch  35 Batch 1050/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.197
Epoch  35 Batch 1051/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.214
Epoch  35 Batch 1052/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.195
Epoch  35 Batch 1053/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.242
Epoch  35 Batch 1054/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.225
Epoch  35 Batch 1055/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.897, Loss:  0.205
Epoch  35 Batch 1056/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.211
Epoch  35 Batch 1057/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.219
Epoch  35 Batch 1058/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.890, Loss:  0.239
Epoch  35 Batch 1059/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.893, Loss:  0.237
Epoch  35 Batch 1060/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.890, Loss:  0.197
Epoch  35 Batch 1061/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.254
Epoch  35 Batch 1062/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.212
Epoch  35 Batch 1063/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.892, Loss:  0.210
Epoch  35 Batch 1064/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.217
Epoch  35 Batch 1065/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.220
Epoch  35 Batch 1066/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.889, Loss:  0.190
Epoch  35 Batch 1067/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.232
Epoch  35 Batch 1068/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.179
Epoch  35 Batch 1069/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.891, Loss:  0.187
Epoch  35 Batch 1070/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.220
Epoch  35 Batch 1071/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.209
Epoch  35 Batch 1072/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.231
Epoch  35 Batch 1073/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.229
Epoch  35 Batch 1074/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.247
Epoch  35 Batch 1075/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.892, Loss:  0.226
Epoch  36 Batch    0/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.892, Loss:  0.188
Epoch  36 Batch    1/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.217
Epoch  36 Batch    2/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.888, Loss:  0.218
Epoch  36 Batch    3/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.893, Loss:  0.214
Epoch  36 Batch    4/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.210
Epoch  36 Batch    5/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.246
Epoch  36 Batch    6/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.213
Epoch  36 Batch    7/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.200
Epoch  36 Batch    8/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.886, Loss:  0.198
Epoch  36 Batch    9/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.197
Epoch  36 Batch   10/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.882, Loss:  0.222
Epoch  36 Batch   11/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.222
Epoch  36 Batch   12/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.888, Loss:  0.217
Epoch  36 Batch   13/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.244
Epoch  36 Batch   14/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.882, Loss:  0.183
Epoch  36 Batch   15/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.882, Loss:  0.200
Epoch  36 Batch   16/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.219
Epoch  36 Batch   17/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.883, Loss:  0.205
Epoch  36 Batch   18/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.220
Epoch  36 Batch   19/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.212
Epoch  36 Batch   20/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.213
Epoch  36 Batch   21/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.882, Loss:  0.233
Epoch  36 Batch   22/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.881, Loss:  0.225
Epoch  36 Batch   23/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.886, Loss:  0.215
Epoch  36 Batch   24/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.209
Epoch  36 Batch   25/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.887, Loss:  0.198
Epoch  36 Batch   26/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.887, Loss:  0.217
Epoch  36 Batch   27/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.888, Loss:  0.195
Epoch  36 Batch   28/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.892, Loss:  0.227
Epoch  36 Batch   29/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.201
Epoch  36 Batch   30/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.210
Epoch  36 Batch   31/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.210
Epoch  36 Batch   32/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.210
Epoch  36 Batch   33/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.201
Epoch  36 Batch   34/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.228
Epoch  36 Batch   35/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.212
Epoch  36 Batch   36/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.216
Epoch  36 Batch   37/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.208
Epoch  36 Batch   38/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.239
Epoch  36 Batch   39/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.260
Epoch  36 Batch   40/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.207
Epoch  36 Batch   41/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.211
Epoch  36 Batch   42/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.228
Epoch  36 Batch   43/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.206
Epoch  36 Batch   44/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.891, Loss:  0.207
Epoch  36 Batch   45/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.891, Loss:  0.230
Epoch  36 Batch   46/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.224
Epoch  36 Batch   47/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.209
Epoch  36 Batch   48/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.902, Loss:  0.241
Epoch  36 Batch   49/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.228
Epoch  36 Batch   50/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.902, Loss:  0.201
Epoch  36 Batch   51/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.203
Epoch  36 Batch   52/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.225
Epoch  36 Batch   53/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.214
Epoch  36 Batch   54/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.227
Epoch  36 Batch   55/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.222
Epoch  36 Batch   56/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.887, Loss:  0.195
Epoch  36 Batch   57/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.889, Loss:  0.198
Epoch  36 Batch   58/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.195
Epoch  36 Batch   59/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.209
Epoch  36 Batch   60/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.193
Epoch  36 Batch   61/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.223
Epoch  36 Batch   62/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.877, Loss:  0.233
Epoch  36 Batch   63/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.882, Loss:  0.189
Epoch  36 Batch   64/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.882, Loss:  0.199
Epoch  36 Batch   65/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.881, Loss:  0.230
Epoch  36 Batch   66/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.881, Loss:  0.199
Epoch  36 Batch   67/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.228
Epoch  36 Batch   68/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.241
Epoch  36 Batch   69/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.886, Loss:  0.241
Epoch  36 Batch   70/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.886, Loss:  0.216
Epoch  36 Batch   71/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.205
Epoch  36 Batch   72/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.215
Epoch  36 Batch   73/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.887, Loss:  0.215
Epoch  36 Batch   74/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.887, Loss:  0.195
Epoch  36 Batch   75/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.885, Loss:  0.245
Epoch  36 Batch   76/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.885, Loss:  0.196
Epoch  36 Batch   77/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.876, Loss:  0.213
Epoch  36 Batch   78/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.876, Loss:  0.228
Epoch  36 Batch   79/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.873, Loss:  0.212
Epoch  36 Batch   80/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.872, Loss:  0.218
Epoch  36 Batch   81/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.874, Loss:  0.190
Epoch  36 Batch   82/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.880, Loss:  0.186
Epoch  36 Batch   83/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.231
Epoch  36 Batch   84/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.225
Epoch  36 Batch   85/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.214
Epoch  36 Batch   86/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.207
Epoch  36 Batch   87/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.260
Epoch  36 Batch   88/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.895, Loss:  0.245
Epoch  36 Batch   89/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.231
Epoch  36 Batch   90/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.229
Epoch  36 Batch   91/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.197
Epoch  36 Batch   92/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.216
Epoch  36 Batch   93/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.217
Epoch  36 Batch   94/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.225
Epoch  36 Batch   95/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.241
Epoch  36 Batch   96/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.220
Epoch  36 Batch   97/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.901, Loss:  0.223
Epoch  36 Batch   98/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.224
Epoch  36 Batch   99/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.225
Epoch  36 Batch  100/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.216
Epoch  36 Batch  101/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.894, Loss:  0.218
Epoch  36 Batch  102/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.204
Epoch  36 Batch  103/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.897, Loss:  0.267
Epoch  36 Batch  104/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.884, Loss:  0.214
Epoch  36 Batch  105/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.881, Loss:  0.205
Epoch  36 Batch  106/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.876, Loss:  0.248
Epoch  36 Batch  107/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.220
Epoch  36 Batch  108/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.196
Epoch  36 Batch  109/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.881, Loss:  0.212
Epoch  36 Batch  110/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.881, Loss:  0.188
Epoch  36 Batch  111/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.881, Loss:  0.219
Epoch  36 Batch  112/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.880, Loss:  0.197
Epoch  36 Batch  113/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.881, Loss:  0.243
Epoch  36 Batch  114/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.205
Epoch  36 Batch  115/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.883, Loss:  0.222
Epoch  36 Batch  116/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.883, Loss:  0.234
Epoch  36 Batch  117/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.218
Epoch  36 Batch  118/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.891, Loss:  0.240
Epoch  36 Batch  119/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.886, Loss:  0.222
Epoch  36 Batch  120/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.244
Epoch  36 Batch  121/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.205
Epoch  36 Batch  122/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.893, Loss:  0.220
Epoch  36 Batch  123/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.894, Loss:  0.188
Epoch  36 Batch  124/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.251
Epoch  36 Batch  125/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.219
Epoch  36 Batch  126/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.892, Loss:  0.202
Epoch  36 Batch  127/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.215
Epoch  36 Batch  128/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.197
Epoch  36 Batch  129/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.208
Epoch  36 Batch  130/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.187
Epoch  36 Batch  131/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.883, Loss:  0.212
Epoch  36 Batch  132/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.879, Loss:  0.219
Epoch  36 Batch  133/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.203
Epoch  36 Batch  134/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.879, Loss:  0.205
Epoch  36 Batch  135/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.879, Loss:  0.221
Epoch  36 Batch  136/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.874, Loss:  0.216
Epoch  36 Batch  137/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.875, Loss:  0.180
Epoch  36 Batch  138/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.875, Loss:  0.220
Epoch  36 Batch  139/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.870, Loss:  0.230
Epoch  36 Batch  140/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.867, Loss:  0.233
Epoch  36 Batch  141/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.867, Loss:  0.206
Epoch  36 Batch  142/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.867, Loss:  0.212
Epoch  36 Batch  143/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.869, Loss:  0.220
Epoch  36 Batch  144/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.878, Loss:  0.250
Epoch  36 Batch  145/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.880, Loss:  0.236
Epoch  36 Batch  146/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.884, Loss:  0.242
Epoch  36 Batch  147/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.884, Loss:  0.239
Epoch  36 Batch  148/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.882, Loss:  0.224
Epoch  36 Batch  149/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.886, Loss:  0.216
Epoch  36 Batch  150/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.886, Loss:  0.200
Epoch  36 Batch  151/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.184
Epoch  36 Batch  152/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.267
Epoch  36 Batch  153/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.213
Epoch  36 Batch  154/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.217
Epoch  36 Batch  155/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.216
Epoch  36 Batch  156/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.213
Epoch  36 Batch  157/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.221
Epoch  36 Batch  158/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.229
Epoch  36 Batch  159/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.183
Epoch  36 Batch  160/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.213
Epoch  36 Batch  161/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.206
Epoch  36 Batch  162/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.250
Epoch  36 Batch  163/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.246
Epoch  36 Batch  164/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.222
Epoch  36 Batch  165/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.210
Epoch  36 Batch  166/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.223
Epoch  36 Batch  167/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.205
Epoch  36 Batch  168/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.252
Epoch  36 Batch  169/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.211
Epoch  36 Batch  170/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.902, Loss:  0.240
Epoch  36 Batch  171/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.196
Epoch  36 Batch  172/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.206
Epoch  36 Batch  173/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.236
Epoch  36 Batch  174/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.186
Epoch  36 Batch  175/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.220
Epoch  36 Batch  176/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.219
Epoch  36 Batch  177/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.898, Loss:  0.236
Epoch  36 Batch  178/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.224
Epoch  36 Batch  179/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.216
Epoch  36 Batch  180/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.201
Epoch  36 Batch  181/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.231
Epoch  36 Batch  182/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.894, Loss:  0.228
Epoch  36 Batch  183/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.897, Loss:  0.226
Epoch  36 Batch  184/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.897, Loss:  0.205
Epoch  36 Batch  185/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.237
Epoch  36 Batch  186/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.218
Epoch  36 Batch  187/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.198
Epoch  36 Batch  188/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.219
Epoch  36 Batch  189/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.225
Epoch  36 Batch  190/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.207
Epoch  36 Batch  191/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.908, Loss:  0.172
Epoch  36 Batch  192/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.233
Epoch  36 Batch  193/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.195
Epoch  36 Batch  194/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.186
Epoch  36 Batch  195/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.212
Epoch  36 Batch  196/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.228
Epoch  36 Batch  197/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.204
Epoch  36 Batch  198/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.211
Epoch  36 Batch  199/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.210
Epoch  36 Batch  200/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.231
Epoch  36 Batch  201/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.171
Epoch  36 Batch  202/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.232
Epoch  36 Batch  203/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.899, Loss:  0.214
Epoch  36 Batch  204/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.233
Epoch  36 Batch  205/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.220
Epoch  36 Batch  206/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.201
Epoch  36 Batch  207/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.209
Epoch  36 Batch  208/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.241
Epoch  36 Batch  209/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.893, Loss:  0.179
Epoch  36 Batch  210/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.234
Epoch  36 Batch  211/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.200
Epoch  36 Batch  212/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.198
Epoch  36 Batch  213/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.882, Loss:  0.179
Epoch  36 Batch  214/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.883, Loss:  0.184
Epoch  36 Batch  215/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.882, Loss:  0.224
Epoch  36 Batch  216/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.210
Epoch  36 Batch  217/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.889, Loss:  0.202
Epoch  36 Batch  218/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.888, Loss:  0.227
Epoch  36 Batch  219/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.891, Loss:  0.210
Epoch  36 Batch  220/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.222
Epoch  36 Batch  221/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.213
Epoch  36 Batch  222/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.223
Epoch  36 Batch  223/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.892, Loss:  0.172
Epoch  36 Batch  224/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.221
Epoch  36 Batch  225/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.244
Epoch  36 Batch  226/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.207
Epoch  36 Batch  227/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.902, Loss:  0.261
Epoch  36 Batch  228/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.190
Epoch  36 Batch  229/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.234
Epoch  36 Batch  230/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.195
Epoch  36 Batch  231/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.222
Epoch  36 Batch  232/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.219
Epoch  36 Batch  233/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.250
Epoch  36 Batch  234/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.896, Loss:  0.251
Epoch  36 Batch  235/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.211
Epoch  36 Batch  236/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.234
Epoch  36 Batch  237/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.198
Epoch  36 Batch  238/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.205
Epoch  36 Batch  239/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.901, Loss:  0.180
Epoch  36 Batch  240/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.901, Loss:  0.196
Epoch  36 Batch  241/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.190
Epoch  36 Batch  242/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.902, Loss:  0.208
Epoch  36 Batch  243/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.232
Epoch  36 Batch  244/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.225
Epoch  36 Batch  245/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.202
Epoch  36 Batch  246/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.223
Epoch  36 Batch  247/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.898, Loss:  0.187
Epoch  36 Batch  248/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.213
Epoch  36 Batch  249/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.215
Epoch  36 Batch  250/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.898, Loss:  0.195
Epoch  36 Batch  251/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.209
Epoch  36 Batch  252/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.202
Epoch  36 Batch  253/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.898, Loss:  0.233
Epoch  36 Batch  254/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.197
Epoch  36 Batch  255/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.228
Epoch  36 Batch  256/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.247
Epoch  36 Batch  257/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.897, Loss:  0.226
Epoch  36 Batch  258/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.220
Epoch  36 Batch  259/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.899, Loss:  0.197
Epoch  36 Batch  260/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.187
Epoch  36 Batch  261/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.221
Epoch  36 Batch  262/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.194
Epoch  36 Batch  263/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.889, Loss:  0.194
Epoch  36 Batch  264/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.229
Epoch  36 Batch  265/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.884, Loss:  0.200
Epoch  36 Batch  266/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.884, Loss:  0.231
Epoch  36 Batch  267/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.884, Loss:  0.182
Epoch  36 Batch  268/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.226
Epoch  36 Batch  269/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.884, Loss:  0.239
Epoch  36 Batch  270/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.216
Epoch  36 Batch  271/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.886, Loss:  0.202
Epoch  36 Batch  272/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.282
Epoch  36 Batch  273/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.205
Epoch  36 Batch  274/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.227
Epoch  36 Batch  275/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.214
Epoch  36 Batch  276/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.881, Loss:  0.249
Epoch  36 Batch  277/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.889, Loss:  0.198
Epoch  36 Batch  278/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.887, Loss:  0.232
Epoch  36 Batch  279/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.887, Loss:  0.248
Epoch  36 Batch  280/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.895, Loss:  0.233
Epoch  36 Batch  281/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.899, Loss:  0.247
Epoch  36 Batch  282/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.899, Loss:  0.260
Epoch  36 Batch  283/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.899, Loss:  0.249
Epoch  36 Batch  284/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.898, Loss:  0.223
Epoch  36 Batch  285/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.222
Epoch  36 Batch  286/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.207
Epoch  36 Batch  287/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.206
Epoch  36 Batch  288/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.222
Epoch  36 Batch  289/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.217
Epoch  36 Batch  290/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.912, Loss:  0.251
Epoch  36 Batch  291/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.247
Epoch  36 Batch  292/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.199
Epoch  36 Batch  293/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.905, Loss:  0.226
Epoch  36 Batch  294/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.203
Epoch  36 Batch  295/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.245
Epoch  36 Batch  296/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.201
Epoch  36 Batch  297/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.901, Loss:  0.257
Epoch  36 Batch  298/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.901, Loss:  0.248
Epoch  36 Batch  299/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.203
Epoch  36 Batch  300/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.901, Loss:  0.200
Epoch  36 Batch  301/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.896, Loss:  0.194
Epoch  36 Batch  302/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.213
Epoch  36 Batch  303/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.223
Epoch  36 Batch  304/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.896, Loss:  0.203
Epoch  36 Batch  305/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.210
Epoch  36 Batch  306/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.220
Epoch  36 Batch  307/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.211
Epoch  36 Batch  308/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.233
Epoch  36 Batch  309/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.200
Epoch  36 Batch  310/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.898, Loss:  0.217
Epoch  36 Batch  311/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.211
Epoch  36 Batch  312/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.902, Loss:  0.240
Epoch  36 Batch  313/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.208
Epoch  36 Batch  314/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.196
Epoch  36 Batch  315/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.894, Loss:  0.202
Epoch  36 Batch  316/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.210
Epoch  36 Batch  317/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.894, Loss:  0.240
Epoch  36 Batch  318/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.894, Loss:  0.209
Epoch  36 Batch  319/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.896, Loss:  0.208
Epoch  36 Batch  320/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.219
Epoch  36 Batch  321/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.899, Loss:  0.228
Epoch  36 Batch  322/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.898, Loss:  0.196
Epoch  36 Batch  323/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.224
Epoch  36 Batch  324/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.213
Epoch  36 Batch  325/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.218
Epoch  36 Batch  326/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.216
Epoch  36 Batch  327/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.237
Epoch  36 Batch  328/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.251
Epoch  36 Batch  329/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.223
Epoch  36 Batch  330/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.898, Loss:  0.209
Epoch  36 Batch  331/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.230
Epoch  36 Batch  332/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.899, Loss:  0.187
Epoch  36 Batch  333/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.899, Loss:  0.193
Epoch  36 Batch  334/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.208
Epoch  36 Batch  335/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.194
Epoch  36 Batch  336/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.254
Epoch  36 Batch  337/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.896, Loss:  0.258
Epoch  36 Batch  338/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.897, Loss:  0.240
Epoch  36 Batch  339/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.196
Epoch  36 Batch  340/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.209
Epoch  36 Batch  341/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.249
Epoch  36 Batch  342/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.203
Epoch  36 Batch  343/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.206
Epoch  36 Batch  344/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.221
Epoch  36 Batch  345/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.225
Epoch  36 Batch  346/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.213
Epoch  36 Batch  347/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.899, Loss:  0.193
Epoch  36 Batch  348/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.189
Epoch  36 Batch  349/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.211
Epoch  36 Batch  350/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.220
Epoch  36 Batch  351/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.218
Epoch  36 Batch  352/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.894, Loss:  0.220
Epoch  36 Batch  353/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.246
Epoch  36 Batch  354/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.239
Epoch  36 Batch  355/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.227
Epoch  36 Batch  356/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.223
Epoch  36 Batch  357/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.212
Epoch  36 Batch  358/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.895, Loss:  0.224
Epoch  36 Batch  359/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.226
Epoch  36 Batch  360/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.209
Epoch  36 Batch  361/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.228
Epoch  36 Batch  362/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.221
Epoch  36 Batch  363/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.236
Epoch  36 Batch  364/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.240
Epoch  36 Batch  365/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.904, Loss:  0.195
Epoch  36 Batch  366/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.203
Epoch  36 Batch  367/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.194
Epoch  36 Batch  368/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.208
Epoch  36 Batch  369/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.205
Epoch  36 Batch  370/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.203
Epoch  36 Batch  371/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.903, Loss:  0.217
Epoch  36 Batch  372/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.908, Loss:  0.196
Epoch  36 Batch  373/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.191
Epoch  36 Batch  374/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.907, Loss:  0.227
Epoch  36 Batch  375/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.198
Epoch  36 Batch  376/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.220
Epoch  36 Batch  377/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.206
Epoch  36 Batch  378/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.187
Epoch  36 Batch  379/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.898, Loss:  0.229
Epoch  36 Batch  380/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.204
Epoch  36 Batch  381/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.897, Loss:  0.224
Epoch  36 Batch  382/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.251
Epoch  36 Batch  383/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.892, Loss:  0.206
Epoch  36 Batch  384/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.212
Epoch  36 Batch  385/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.221
Epoch  36 Batch  386/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.892, Loss:  0.225
Epoch  36 Batch  387/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.200
Epoch  36 Batch  388/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.211
Epoch  36 Batch  389/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.889, Loss:  0.206
Epoch  36 Batch  390/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.888, Loss:  0.239
Epoch  36 Batch  391/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.204
Epoch  36 Batch  392/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.892, Loss:  0.223
Epoch  36 Batch  393/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.203
Epoch  36 Batch  394/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.222
Epoch  36 Batch  395/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.897, Loss:  0.198
Epoch  36 Batch  396/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.887, Loss:  0.238
Epoch  36 Batch  397/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.892, Loss:  0.205
Epoch  36 Batch  398/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.217
Epoch  36 Batch  399/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.895, Loss:  0.208
Epoch  36 Batch  400/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.241
Epoch  36 Batch  401/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.204
Epoch  36 Batch  402/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.200
Epoch  36 Batch  403/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.900, Loss:  0.248
Epoch  36 Batch  404/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.206
Epoch  36 Batch  405/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.241
Epoch  36 Batch  406/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.895, Loss:  0.201
Epoch  36 Batch  407/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.254
Epoch  36 Batch  408/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.225
Epoch  36 Batch  409/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.234
Epoch  36 Batch  410/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.894, Loss:  0.240
Epoch  36 Batch  411/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.216
Epoch  36 Batch  412/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.894, Loss:  0.193
Epoch  36 Batch  413/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.209
Epoch  36 Batch  414/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.239
Epoch  36 Batch  415/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.227
Epoch  36 Batch  416/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.212
Epoch  36 Batch  417/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.246
Epoch  36 Batch  418/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.885, Loss:  0.204
Epoch  36 Batch  419/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.885, Loss:  0.216
Epoch  36 Batch  420/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.885, Loss:  0.214
Epoch  36 Batch  421/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.240
Epoch  36 Batch  422/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.884, Loss:  0.218
Epoch  36 Batch  423/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.884, Loss:  0.230
Epoch  36 Batch  424/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.877, Loss:  0.230
Epoch  36 Batch  425/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.880, Loss:  0.199
Epoch  36 Batch  426/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.882, Loss:  0.241
Epoch  36 Batch  427/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.210
Epoch  36 Batch  428/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.882, Loss:  0.207
Epoch  36 Batch  429/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.881, Loss:  0.190
Epoch  36 Batch  430/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.887, Loss:  0.198
Epoch  36 Batch  431/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.212
Epoch  36 Batch  432/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.225
Epoch  36 Batch  433/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.892, Loss:  0.221
Epoch  36 Batch  434/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.221
Epoch  36 Batch  435/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.892, Loss:  0.222
Epoch  36 Batch  436/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.207
Epoch  36 Batch  437/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.208
Epoch  36 Batch  438/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.214
Epoch  36 Batch  439/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.892, Loss:  0.241
Epoch  36 Batch  440/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.891, Loss:  0.233
Epoch  36 Batch  441/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.892, Loss:  0.212
Epoch  36 Batch  442/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.219
Epoch  36 Batch  443/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.891, Loss:  0.222
Epoch  36 Batch  444/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.197
Epoch  36 Batch  445/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.203
Epoch  36 Batch  446/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.895, Loss:  0.181
Epoch  36 Batch  447/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.221
Epoch  36 Batch  448/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.896, Loss:  0.236
Epoch  36 Batch  449/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.231
Epoch  36 Batch  450/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.207
Epoch  36 Batch  451/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.205
Epoch  36 Batch  452/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.229
Epoch  36 Batch  453/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.217
Epoch  36 Batch  454/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.223
Epoch  36 Batch  455/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.883, Loss:  0.228
Epoch  36 Batch  456/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.887, Loss:  0.215
Epoch  36 Batch  457/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.207
Epoch  36 Batch  458/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.230
Epoch  36 Batch  459/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.212
Epoch  36 Batch  460/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.887, Loss:  0.228
Epoch  36 Batch  461/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.207
Epoch  36 Batch  462/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.222
Epoch  36 Batch  463/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.222
Epoch  36 Batch  464/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.227
Epoch  36 Batch  465/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.891, Loss:  0.219
Epoch  36 Batch  466/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.190
Epoch  36 Batch  467/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.895, Loss:  0.233
Epoch  36 Batch  468/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.226
Epoch  36 Batch  469/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.214
Epoch  36 Batch  470/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.228
Epoch  36 Batch  471/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.897, Loss:  0.203
Epoch  36 Batch  472/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.204
Epoch  36 Batch  473/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.884, Loss:  0.229
Epoch  36 Batch  474/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.882, Loss:  0.234
Epoch  36 Batch  475/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.884, Loss:  0.203
Epoch  36 Batch  476/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.884, Loss:  0.208
Epoch  36 Batch  477/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.884, Loss:  0.211
Epoch  36 Batch  478/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.215
Epoch  36 Batch  479/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.239
Epoch  36 Batch  480/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.216
Epoch  36 Batch  481/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.227
Epoch  36 Batch  482/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.889, Loss:  0.220
Epoch  36 Batch  483/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.889, Loss:  0.214
Epoch  36 Batch  484/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.893, Loss:  0.231
Epoch  36 Batch  485/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.201
Epoch  36 Batch  486/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.200
Epoch  36 Batch  487/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.893, Loss:  0.211
Epoch  36 Batch  488/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.219
Epoch  36 Batch  489/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.210
Epoch  36 Batch  490/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.219
Epoch  36 Batch  491/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.213
Epoch  36 Batch  492/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.230
Epoch  36 Batch  493/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.206
Epoch  36 Batch  494/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.203
Epoch  36 Batch  495/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.199
Epoch  36 Batch  496/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.226
Epoch  36 Batch  497/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.217
Epoch  36 Batch  498/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.211
Epoch  36 Batch  499/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.890, Loss:  0.205
Epoch  36 Batch  500/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.193
Epoch  36 Batch  501/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.206
Epoch  36 Batch  502/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.888, Loss:  0.196
Epoch  36 Batch  503/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.889, Loss:  0.213
Epoch  36 Batch  504/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.223
Epoch  36 Batch  505/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.176
Epoch  36 Batch  506/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.881, Loss:  0.209
Epoch  36 Batch  507/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.205
Epoch  36 Batch  508/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.877, Loss:  0.203
Epoch  36 Batch  509/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.871, Loss:  0.241
Epoch  36 Batch  510/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.871, Loss:  0.206
Epoch  36 Batch  511/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.879, Loss:  0.200
Epoch  36 Batch  512/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.884, Loss:  0.207
Epoch  36 Batch  513/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.226
Epoch  36 Batch  514/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.884, Loss:  0.213
Epoch  36 Batch  515/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.891, Loss:  0.243
Epoch  36 Batch  516/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.196
Epoch  36 Batch  517/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.221
Epoch  36 Batch  518/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.203
Epoch  36 Batch  519/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.231
Epoch  36 Batch  520/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.892, Loss:  0.204
Epoch  36 Batch  521/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.232
Epoch  36 Batch  522/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.892, Loss:  0.247
Epoch  36 Batch  523/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.221
Epoch  36 Batch  524/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.219
Epoch  36 Batch  525/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.223
Epoch  36 Batch  526/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.891, Loss:  0.203
Epoch  36 Batch  527/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.222
Epoch  36 Batch  528/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.206
Epoch  36 Batch  529/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.214
Epoch  36 Batch  530/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.224
Epoch  36 Batch  531/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.217
Epoch  36 Batch  532/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.890, Loss:  0.225
Epoch  36 Batch  533/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.900, Loss:  0.269
Epoch  36 Batch  534/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.225
Epoch  36 Batch  535/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.208
Epoch  36 Batch  536/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.190
Epoch  36 Batch  537/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.222
Epoch  36 Batch  538/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.196
Epoch  36 Batch  539/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.220
Epoch  36 Batch  540/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.901, Loss:  0.190
Epoch  36 Batch  541/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.218
Epoch  36 Batch  542/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.223
Epoch  36 Batch  543/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.221
Epoch  36 Batch  544/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.205
Epoch  36 Batch  545/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.237
Epoch  36 Batch  546/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.239
Epoch  36 Batch  547/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.207
Epoch  36 Batch  548/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.221
Epoch  36 Batch  549/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.893, Loss:  0.232
Epoch  36 Batch  550/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.897, Loss:  0.220
Epoch  36 Batch  551/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.221
Epoch  36 Batch  552/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.224
Epoch  36 Batch  553/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.232
Epoch  36 Batch  554/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.214
Epoch  36 Batch  555/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.204
Epoch  36 Batch  556/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.197
Epoch  36 Batch  557/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.220
Epoch  36 Batch  558/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.222
Epoch  36 Batch  559/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.195
Epoch  36 Batch  560/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.233
Epoch  36 Batch  561/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.207
Epoch  36 Batch  562/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.189
Epoch  36 Batch  563/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.897, Loss:  0.237
Epoch  36 Batch  564/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.219
Epoch  36 Batch  565/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.219
Epoch  36 Batch  566/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.276
Epoch  36 Batch  567/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.232
Epoch  36 Batch  568/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.221
Epoch  36 Batch  569/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.894, Loss:  0.233
Epoch  36 Batch  570/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.252
Epoch  36 Batch  571/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.888, Loss:  0.189
Epoch  36 Batch  572/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.887, Loss:  0.199
Epoch  36 Batch  573/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.886, Loss:  0.220
Epoch  36 Batch  574/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.232
Epoch  36 Batch  575/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.887, Loss:  0.218
Epoch  36 Batch  576/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.887, Loss:  0.202
Epoch  36 Batch  577/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.221
Epoch  36 Batch  578/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.887, Loss:  0.243
Epoch  36 Batch  579/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.197
Epoch  36 Batch  580/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.194
Epoch  36 Batch  581/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.185
Epoch  36 Batch  582/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.892, Loss:  0.225
Epoch  36 Batch  583/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.230
Epoch  36 Batch  584/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.213
Epoch  36 Batch  585/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.184
Epoch  36 Batch  586/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.221
Epoch  36 Batch  587/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.189
Epoch  36 Batch  588/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.196
Epoch  36 Batch  589/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.900, Loss:  0.208
Epoch  36 Batch  590/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.211
Epoch  36 Batch  591/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.198
Epoch  36 Batch  592/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.233
Epoch  36 Batch  593/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.219
Epoch  36 Batch  594/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.225
Epoch  36 Batch  595/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.237
Epoch  36 Batch  596/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.893, Loss:  0.223
Epoch  36 Batch  597/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.212
Epoch  36 Batch  598/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.214
Epoch  36 Batch  599/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.253
Epoch  36 Batch  600/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.874, Loss:  0.203
Epoch  36 Batch  601/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.878, Loss:  0.226
Epoch  36 Batch  602/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.884, Loss:  0.228
Epoch  36 Batch  603/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.877, Loss:  0.211
Epoch  36 Batch  604/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.881, Loss:  0.229
Epoch  36 Batch  605/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.881, Loss:  0.235
Epoch  36 Batch  606/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.877, Loss:  0.186
Epoch  36 Batch  607/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.882, Loss:  0.201
Epoch  36 Batch  608/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.883, Loss:  0.234
Epoch  36 Batch  609/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.884, Loss:  0.244
Epoch  36 Batch  610/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.207
Epoch  36 Batch  611/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.238
Epoch  36 Batch  612/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.895, Loss:  0.187
Epoch  36 Batch  613/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.229
Epoch  36 Batch  614/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.215
Epoch  36 Batch  615/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.903, Loss:  0.213
Epoch  36 Batch  616/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.238
Epoch  36 Batch  617/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.219
Epoch  36 Batch  618/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.213
Epoch  36 Batch  619/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.195
Epoch  36 Batch  620/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.206
Epoch  36 Batch  621/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.221
Epoch  36 Batch  622/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.244
Epoch  36 Batch  623/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.905, Loss:  0.227
Epoch  36 Batch  624/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.223
Epoch  36 Batch  625/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.216
Epoch  36 Batch  626/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.204
Epoch  36 Batch  627/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.212
Epoch  36 Batch  628/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.219
Epoch  36 Batch  629/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.233
Epoch  36 Batch  630/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.220
Epoch  36 Batch  631/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.212
Epoch  36 Batch  632/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.897, Loss:  0.207
Epoch  36 Batch  633/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.217
Epoch  36 Batch  634/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.186
Epoch  36 Batch  635/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.248
Epoch  36 Batch  636/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.212
Epoch  36 Batch  637/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.237
Epoch  36 Batch  638/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.889, Loss:  0.210
Epoch  36 Batch  639/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.221
Epoch  36 Batch  640/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.194
Epoch  36 Batch  641/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.225
Epoch  36 Batch  642/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.216
Epoch  36 Batch  643/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.884, Loss:  0.182
Epoch  36 Batch  644/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.881, Loss:  0.208
Epoch  36 Batch  645/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.206
Epoch  36 Batch  646/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.882, Loss:  0.208
Epoch  36 Batch  647/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.217
Epoch  36 Batch  648/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.196
Epoch  36 Batch  649/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.233
Epoch  36 Batch  650/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.218
Epoch  36 Batch  651/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.891, Loss:  0.221
Epoch  36 Batch  652/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.229
Epoch  36 Batch  653/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.237
Epoch  36 Batch  654/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.886, Loss:  0.188
Epoch  36 Batch  655/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.232
Epoch  36 Batch  656/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.217
Epoch  36 Batch  657/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.216
Epoch  36 Batch  658/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.194
Epoch  36 Batch  659/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.218
Epoch  36 Batch  660/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.240
Epoch  36 Batch  661/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.898, Loss:  0.187
Epoch  36 Batch  662/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.199
Epoch  36 Batch  663/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.201
Epoch  36 Batch  664/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.215
Epoch  36 Batch  665/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.218
Epoch  36 Batch  666/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.217
Epoch  36 Batch  667/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.222
Epoch  36 Batch  668/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.215
Epoch  36 Batch  669/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.202
Epoch  36 Batch  670/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.192
Epoch  36 Batch  671/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.896, Loss:  0.236
Epoch  36 Batch  672/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.890, Loss:  0.211
Epoch  36 Batch  673/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.208
Epoch  36 Batch  674/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.210
Epoch  36 Batch  675/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.878, Loss:  0.233
Epoch  36 Batch  676/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.878, Loss:  0.218
Epoch  36 Batch  677/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.880, Loss:  0.235
Epoch  36 Batch  678/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.889, Loss:  0.203
Epoch  36 Batch  679/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.232
Epoch  36 Batch  680/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.189
Epoch  36 Batch  681/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.228
Epoch  36 Batch  682/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.216
Epoch  36 Batch  683/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.212
Epoch  36 Batch  684/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.891, Loss:  0.221
Epoch  36 Batch  685/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.240
Epoch  36 Batch  686/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.196
Epoch  36 Batch  687/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.243
Epoch  36 Batch  688/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.222
Epoch  36 Batch  689/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.905, Loss:  0.181
Epoch  36 Batch  690/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.207
Epoch  36 Batch  691/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.904, Loss:  0.248
Epoch  36 Batch  692/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.209
Epoch  36 Batch  693/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.905, Loss:  0.258
Epoch  36 Batch  694/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.216
Epoch  36 Batch  695/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.206
Epoch  36 Batch  696/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.910, Loss:  0.217
Epoch  36 Batch  697/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.209
Epoch  36 Batch  698/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.193
Epoch  36 Batch  699/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.192
Epoch  36 Batch  700/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.887, Loss:  0.198
Epoch  36 Batch  701/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.881, Loss:  0.224
Epoch  36 Batch  702/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.250
Epoch  36 Batch  703/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.882, Loss:  0.225
Epoch  36 Batch  704/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.878, Loss:  0.253
Epoch  36 Batch  705/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.877, Loss:  0.209
Epoch  36 Batch  706/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.883, Loss:  0.262
Epoch  36 Batch  707/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.213
Epoch  36 Batch  708/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.222
Epoch  36 Batch  709/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.885, Loss:  0.241
Epoch  36 Batch  710/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.218
Epoch  36 Batch  711/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.884, Loss:  0.244
Epoch  36 Batch  712/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.883, Loss:  0.229
Epoch  36 Batch  713/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.883, Loss:  0.198
Epoch  36 Batch  714/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.882, Loss:  0.212
Epoch  36 Batch  715/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.886, Loss:  0.249
Epoch  36 Batch  716/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.892, Loss:  0.189
Epoch  36 Batch  717/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.891, Loss:  0.205
Epoch  36 Batch  718/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.205
Epoch  36 Batch  719/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.216
Epoch  36 Batch  720/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.894, Loss:  0.226
Epoch  36 Batch  721/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.212
Epoch  36 Batch  722/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.893, Loss:  0.197
Epoch  36 Batch  723/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.214
Epoch  36 Batch  724/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.223
Epoch  36 Batch  725/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.203
Epoch  36 Batch  726/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.211
Epoch  36 Batch  727/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.897, Loss:  0.179
Epoch  36 Batch  728/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.892, Loss:  0.226
Epoch  36 Batch  729/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.226
Epoch  36 Batch  730/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.217
Epoch  36 Batch  731/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.208
Epoch  36 Batch  732/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.887, Loss:  0.228
Epoch  36 Batch  733/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.885, Loss:  0.238
Epoch  36 Batch  734/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.227
Epoch  36 Batch  735/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.885, Loss:  0.201
Epoch  36 Batch  736/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.208
Epoch  36 Batch  737/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.881, Loss:  0.253
Epoch  36 Batch  738/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.881, Loss:  0.195
Epoch  36 Batch  739/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.881, Loss:  0.199
Epoch  36 Batch  740/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.211
Epoch  36 Batch  741/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.226
Epoch  36 Batch  742/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.202
Epoch  36 Batch  743/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.884, Loss:  0.237
Epoch  36 Batch  744/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.193
Epoch  36 Batch  745/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.217
Epoch  36 Batch  746/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.219
Epoch  36 Batch  747/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.189
Epoch  36 Batch  748/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.184
Epoch  36 Batch  749/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.221
Epoch  36 Batch  750/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.893, Loss:  0.235
Epoch  36 Batch  751/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.216
Epoch  36 Batch  752/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.190
Epoch  36 Batch  753/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.224
Epoch  36 Batch  754/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.219
Epoch  36 Batch  755/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.210
Epoch  36 Batch  756/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.202
Epoch  36 Batch  757/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.249
Epoch  36 Batch  758/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.186
Epoch  36 Batch  759/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.190
Epoch  36 Batch  760/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.227
Epoch  36 Batch  761/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.894, Loss:  0.213
Epoch  36 Batch  762/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.895, Loss:  0.191
Epoch  36 Batch  763/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.182
Epoch  36 Batch  764/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.224
Epoch  36 Batch  765/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.199
Epoch  36 Batch  766/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.223
Epoch  36 Batch  767/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.189
Epoch  36 Batch  768/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.206
Epoch  36 Batch  769/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.220
Epoch  36 Batch  770/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.208
Epoch  36 Batch  771/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.227
Epoch  36 Batch  772/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.893, Loss:  0.201
Epoch  36 Batch  773/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.213
Epoch  36 Batch  774/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.232
Epoch  36 Batch  775/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.220
Epoch  36 Batch  776/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.218
Epoch  36 Batch  777/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.893, Loss:  0.233
Epoch  36 Batch  778/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.193
Epoch  36 Batch  779/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.213
Epoch  36 Batch  780/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.891, Loss:  0.233
Epoch  36 Batch  781/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.895, Loss:  0.183
Epoch  36 Batch  782/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.233
Epoch  36 Batch  783/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.228
Epoch  36 Batch  784/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.897, Loss:  0.200
Epoch  36 Batch  785/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.899, Loss:  0.196
Epoch  36 Batch  786/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.203
Epoch  36 Batch  787/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.208
Epoch  36 Batch  788/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.194
Epoch  36 Batch  789/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.222
Epoch  36 Batch  790/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.896, Loss:  0.241
Epoch  36 Batch  791/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.204
Epoch  36 Batch  792/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.892, Loss:  0.228
Epoch  36 Batch  793/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.891, Loss:  0.215
Epoch  36 Batch  794/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.213
Epoch  36 Batch  795/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.226
Epoch  36 Batch  796/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.209
Epoch  36 Batch  797/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.205
Epoch  36 Batch  798/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.201
Epoch  36 Batch  799/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.897, Loss:  0.244
Epoch  36 Batch  800/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.892, Loss:  0.200
Epoch  36 Batch  801/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.214
Epoch  36 Batch  802/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.218
Epoch  36 Batch  803/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.219
Epoch  36 Batch  804/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.212
Epoch  36 Batch  805/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.217
Epoch  36 Batch  806/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.201
Epoch  36 Batch  807/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.174
Epoch  36 Batch  808/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.893, Loss:  0.221
Epoch  36 Batch  809/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.235
Epoch  36 Batch  810/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.191
Epoch  36 Batch  811/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.190
Epoch  36 Batch  812/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.237
Epoch  36 Batch  813/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.206
Epoch  36 Batch  814/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.241
Epoch  36 Batch  815/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.210
Epoch  36 Batch  816/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.238
Epoch  36 Batch  817/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.231
Epoch  36 Batch  818/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.243
Epoch  36 Batch  819/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.217
Epoch  36 Batch  820/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.901, Loss:  0.226
Epoch  36 Batch  821/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.204
Epoch  36 Batch  822/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.892, Loss:  0.220
Epoch  36 Batch  823/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.881, Loss:  0.224
Epoch  36 Batch  824/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.881, Loss:  0.202
Epoch  36 Batch  825/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.882, Loss:  0.205
Epoch  36 Batch  826/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.884, Loss:  0.203
Epoch  36 Batch  827/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.879, Loss:  0.221
Epoch  36 Batch  828/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.879, Loss:  0.214
Epoch  36 Batch  829/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.880, Loss:  0.239
Epoch  36 Batch  830/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.879, Loss:  0.221
Epoch  36 Batch  831/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.884, Loss:  0.230
Epoch  36 Batch  832/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.228
Epoch  36 Batch  833/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.206
Epoch  36 Batch  834/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.217
Epoch  36 Batch  835/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.233
Epoch  36 Batch  836/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.897, Loss:  0.227
Epoch  36 Batch  837/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.897, Loss:  0.241
Epoch  36 Batch  838/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.215
Epoch  36 Batch  839/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.191
Epoch  36 Batch  840/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.209
Epoch  36 Batch  841/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.229
Epoch  36 Batch  842/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.905, Loss:  0.219
Epoch  36 Batch  843/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.199
Epoch  36 Batch  844/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.198
Epoch  36 Batch  845/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.211
Epoch  36 Batch  846/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.900, Loss:  0.241
Epoch  36 Batch  847/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.252
Epoch  36 Batch  848/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.213
Epoch  36 Batch  849/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.207
Epoch  36 Batch  850/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.248
Epoch  36 Batch  851/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.216
Epoch  36 Batch  852/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.901, Loss:  0.230
Epoch  36 Batch  853/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.190
Epoch  36 Batch  854/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.225
Epoch  36 Batch  855/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.216
Epoch  36 Batch  856/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.224
Epoch  36 Batch  857/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.208
Epoch  36 Batch  858/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.208
Epoch  36 Batch  859/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.238
Epoch  36 Batch  860/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.227
Epoch  36 Batch  861/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.224
Epoch  36 Batch  862/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.224
Epoch  36 Batch  863/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.889, Loss:  0.207
Epoch  36 Batch  864/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.891, Loss:  0.211
Epoch  36 Batch  865/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.227
Epoch  36 Batch  866/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.231
Epoch  36 Batch  867/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.891, Loss:  0.277
Epoch  36 Batch  868/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.891, Loss:  0.236
Epoch  36 Batch  869/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.236
Epoch  36 Batch  870/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.895, Loss:  0.233
Epoch  36 Batch  871/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.899, Loss:  0.210
Epoch  36 Batch  872/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.210
Epoch  36 Batch  873/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.232
Epoch  36 Batch  874/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.900, Loss:  0.249
Epoch  36 Batch  875/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.237
Epoch  36 Batch  876/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.212
Epoch  36 Batch  877/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.199
Epoch  36 Batch  878/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.218
Epoch  36 Batch  879/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.198
Epoch  36 Batch  880/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.224
Epoch  36 Batch  881/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.217
Epoch  36 Batch  882/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.232
Epoch  36 Batch  883/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.253
Epoch  36 Batch  884/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.206
Epoch  36 Batch  885/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.178
Epoch  36 Batch  886/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.219
Epoch  36 Batch  887/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.901, Loss:  0.227
Epoch  36 Batch  888/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.196
Epoch  36 Batch  889/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.230
Epoch  36 Batch  890/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.898, Loss:  0.201
Epoch  36 Batch  891/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.229
Epoch  36 Batch  892/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.207
Epoch  36 Batch  893/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.887, Loss:  0.223
Epoch  36 Batch  894/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.878, Loss:  0.215
Epoch  36 Batch  895/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.878, Loss:  0.223
Epoch  36 Batch  896/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.883, Loss:  0.235
Epoch  36 Batch  897/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.883, Loss:  0.206
Epoch  36 Batch  898/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.884, Loss:  0.208
Epoch  36 Batch  899/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.215
Epoch  36 Batch  900/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.885, Loss:  0.245
Epoch  36 Batch  901/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.228
Epoch  36 Batch  902/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.886, Loss:  0.231
Epoch  36 Batch  903/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.193
Epoch  36 Batch  904/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.888, Loss:  0.207
Epoch  36 Batch  905/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.222
Epoch  36 Batch  906/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.226
Epoch  36 Batch  907/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.214
Epoch  36 Batch  908/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.235
Epoch  36 Batch  909/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.221
Epoch  36 Batch  910/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.201
Epoch  36 Batch  911/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.187
Epoch  36 Batch  912/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.233
Epoch  36 Batch  913/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.265
Epoch  36 Batch  914/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.238
Epoch  36 Batch  915/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.904, Loss:  0.221
Epoch  36 Batch  916/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.227
Epoch  36 Batch  917/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.205
Epoch  36 Batch  918/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.175
Epoch  36 Batch  919/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.195
Epoch  36 Batch  920/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.218
Epoch  36 Batch  921/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.224
Epoch  36 Batch  922/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.212
Epoch  36 Batch  923/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.220
Epoch  36 Batch  924/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.268
Epoch  36 Batch  925/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.203
Epoch  36 Batch  926/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.888, Loss:  0.224
Epoch  36 Batch  927/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.888, Loss:  0.233
Epoch  36 Batch  928/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.884, Loss:  0.213
Epoch  36 Batch  929/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.887, Loss:  0.227
Epoch  36 Batch  930/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.209
Epoch  36 Batch  931/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.194
Epoch  36 Batch  932/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.891, Loss:  0.210
Epoch  36 Batch  933/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.257
Epoch  36 Batch  934/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.231
Epoch  36 Batch  935/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.216
Epoch  36 Batch  936/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.228
Epoch  36 Batch  937/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.226
Epoch  36 Batch  938/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.220
Epoch  36 Batch  939/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.247
Epoch  36 Batch  940/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.195
Epoch  36 Batch  941/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.196
Epoch  36 Batch  942/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.216
Epoch  36 Batch  943/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.216
Epoch  36 Batch  944/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.903, Loss:  0.196
Epoch  36 Batch  945/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.201
Epoch  36 Batch  946/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.895, Loss:  0.209
Epoch  36 Batch  947/1077 - Train Accuracy:  0.840, Validation Accuracy:  0.894, Loss:  0.251
Epoch  36 Batch  948/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.209
Epoch  36 Batch  949/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.888, Loss:  0.185
Epoch  36 Batch  950/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.883, Loss:  0.196
Epoch  36 Batch  951/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.882, Loss:  0.212
Epoch  36 Batch  952/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.883, Loss:  0.204
Epoch  36 Batch  953/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.882, Loss:  0.214
Epoch  36 Batch  954/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.885, Loss:  0.214
Epoch  36 Batch  955/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.226
Epoch  36 Batch  956/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.882, Loss:  0.246
Epoch  36 Batch  957/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.887, Loss:  0.209
Epoch  36 Batch  958/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.220
Epoch  36 Batch  959/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.886, Loss:  0.202
Epoch  36 Batch  960/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.212
Epoch  36 Batch  961/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.880, Loss:  0.229
Epoch  36 Batch  962/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.881, Loss:  0.206
Epoch  36 Batch  963/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.882, Loss:  0.238
Epoch  36 Batch  964/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.199
Epoch  36 Batch  965/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.887, Loss:  0.216
Epoch  36 Batch  966/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.179
Epoch  36 Batch  967/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.196
Epoch  36 Batch  968/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.894, Loss:  0.227
Epoch  36 Batch  969/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.894, Loss:  0.240
Epoch  36 Batch  970/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.228
Epoch  36 Batch  971/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.887, Loss:  0.218
Epoch  36 Batch  972/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.886, Loss:  0.212
Epoch  36 Batch  973/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.886, Loss:  0.179
Epoch  36 Batch  974/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.201
Epoch  36 Batch  975/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.209
Epoch  36 Batch  976/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.226
Epoch  36 Batch  977/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.197
Epoch  36 Batch  978/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.248
Epoch  36 Batch  979/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.233
Epoch  36 Batch  980/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.904, Loss:  0.197
Epoch  36 Batch  981/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.904, Loss:  0.223
Epoch  36 Batch  982/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.209
Epoch  36 Batch  983/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.226
Epoch  36 Batch  984/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.905, Loss:  0.227
Epoch  36 Batch  985/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.198
Epoch  36 Batch  986/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.217
Epoch  36 Batch  987/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.193
Epoch  36 Batch  988/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.234
Epoch  36 Batch  989/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.222
Epoch  36 Batch  990/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.231
Epoch  36 Batch  991/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.230
Epoch  36 Batch  992/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.897, Loss:  0.231
Epoch  36 Batch  993/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.199
Epoch  36 Batch  994/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.221
Epoch  36 Batch  995/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.210
Epoch  36 Batch  996/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.213
Epoch  36 Batch  997/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.213
Epoch  36 Batch  998/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.195
Epoch  36 Batch  999/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.217
Epoch  36 Batch 1000/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.199
Epoch  36 Batch 1001/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.191
Epoch  36 Batch 1002/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.185
Epoch  36 Batch 1003/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.224
Epoch  36 Batch 1004/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.219
Epoch  36 Batch 1005/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.217
Epoch  36 Batch 1006/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.175
Epoch  36 Batch 1007/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.901, Loss:  0.191
Epoch  36 Batch 1008/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.233
Epoch  36 Batch 1009/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.185
Epoch  36 Batch 1010/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.906, Loss:  0.220
Epoch  36 Batch 1011/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.202
Epoch  36 Batch 1012/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.199
Epoch  36 Batch 1013/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.194
Epoch  36 Batch 1014/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.204
Epoch  36 Batch 1015/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.256
Epoch  36 Batch 1016/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.905, Loss:  0.216
Epoch  36 Batch 1017/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.905, Loss:  0.218
Epoch  36 Batch 1018/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.899, Loss:  0.212
Epoch  36 Batch 1019/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.894, Loss:  0.249
Epoch  36 Batch 1020/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.897, Loss:  0.201
Epoch  36 Batch 1021/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.209
Epoch  36 Batch 1022/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.186
Epoch  36 Batch 1023/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.195
Epoch  36 Batch 1024/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.895, Loss:  0.224
Epoch  36 Batch 1025/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.895, Loss:  0.220
Epoch  36 Batch 1026/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.888, Loss:  0.218
Epoch  36 Batch 1027/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.889, Loss:  0.217
Epoch  36 Batch 1028/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.208
Epoch  36 Batch 1029/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.192
Epoch  36 Batch 1030/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.890, Loss:  0.219
Epoch  36 Batch 1031/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.240
Epoch  36 Batch 1032/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.232
Epoch  36 Batch 1033/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.212
Epoch  36 Batch 1034/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.200
Epoch  36 Batch 1035/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.182
Epoch  36 Batch 1036/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.234
Epoch  36 Batch 1037/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.214
Epoch  36 Batch 1038/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.220
Epoch  36 Batch 1039/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.220
Epoch  36 Batch 1040/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.218
Epoch  36 Batch 1041/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.902, Loss:  0.219
Epoch  36 Batch 1042/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.199
Epoch  36 Batch 1043/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.216
Epoch  36 Batch 1044/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.238
Epoch  36 Batch 1045/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.218
Epoch  36 Batch 1046/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.191
Epoch  36 Batch 1047/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.184
Epoch  36 Batch 1048/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.224
Epoch  36 Batch 1049/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.239
Epoch  36 Batch 1050/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.195
Epoch  36 Batch 1051/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.217
Epoch  36 Batch 1052/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.220
Epoch  36 Batch 1053/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.208
Epoch  36 Batch 1054/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.214
Epoch  36 Batch 1055/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.208
Epoch  36 Batch 1056/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.208
Epoch  36 Batch 1057/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.882, Loss:  0.218
Epoch  36 Batch 1058/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.883, Loss:  0.221
Epoch  36 Batch 1059/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.251
Epoch  36 Batch 1060/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.887, Loss:  0.184
Epoch  36 Batch 1061/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.235
Epoch  36 Batch 1062/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.206
Epoch  36 Batch 1063/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.897, Loss:  0.222
Epoch  36 Batch 1064/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.224
Epoch  36 Batch 1065/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.211
Epoch  36 Batch 1066/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.186
Epoch  36 Batch 1067/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.227
Epoch  36 Batch 1068/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.205
Epoch  36 Batch 1069/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.901, Loss:  0.197
Epoch  36 Batch 1070/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.217
Epoch  36 Batch 1071/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.209
Epoch  36 Batch 1072/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.220
Epoch  36 Batch 1073/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.238
Epoch  36 Batch 1074/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.225
Epoch  36 Batch 1075/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.247
Epoch  37 Batch    0/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.183
Epoch  37 Batch    1/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.891, Loss:  0.201
Epoch  37 Batch    2/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.897, Loss:  0.214
Epoch  37 Batch    3/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.215
Epoch  37 Batch    4/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.213
Epoch  37 Batch    5/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.227
Epoch  37 Batch    6/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.210
Epoch  37 Batch    7/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.889, Loss:  0.192
Epoch  37 Batch    8/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.198
Epoch  37 Batch    9/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.208
Epoch  37 Batch   10/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.894, Loss:  0.214
Epoch  37 Batch   11/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.228
Epoch  37 Batch   12/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.229
Epoch  37 Batch   13/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.220
Epoch  37 Batch   14/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.886, Loss:  0.184
Epoch  37 Batch   15/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.886, Loss:  0.210
Epoch  37 Batch   16/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.886, Loss:  0.245
Epoch  37 Batch   17/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.212
Epoch  37 Batch   18/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.216
Epoch  37 Batch   19/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.217
Epoch  37 Batch   20/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.190
Epoch  37 Batch   21/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.885, Loss:  0.241
Epoch  37 Batch   22/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.228
Epoch  37 Batch   23/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.199
Epoch  37 Batch   24/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.882, Loss:  0.211
Epoch  37 Batch   25/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.888, Loss:  0.193
Epoch  37 Batch   26/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.887, Loss:  0.236
Epoch  37 Batch   27/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.205
Epoch  37 Batch   28/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.894, Loss:  0.206
Epoch  37 Batch   29/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.206
Epoch  37 Batch   30/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.215
Epoch  37 Batch   31/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.218
Epoch  37 Batch   32/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.895, Loss:  0.192
Epoch  37 Batch   33/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.890, Loss:  0.193
Epoch  37 Batch   34/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.213
Epoch  37 Batch   35/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.890, Loss:  0.202
Epoch  37 Batch   36/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.884, Loss:  0.212
Epoch  37 Batch   37/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.881, Loss:  0.218
Epoch  37 Batch   38/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.884, Loss:  0.237
Epoch  37 Batch   39/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.248
Epoch  37 Batch   40/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.209
Epoch  37 Batch   41/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.209
Epoch  37 Batch   42/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.884, Loss:  0.235
Epoch  37 Batch   43/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.884, Loss:  0.199
Epoch  37 Batch   44/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.884, Loss:  0.202
Epoch  37 Batch   45/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.884, Loss:  0.224
Epoch  37 Batch   46/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.885, Loss:  0.219
Epoch  37 Batch   47/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.202
Epoch  37 Batch   48/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.242
Epoch  37 Batch   49/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.220
Epoch  37 Batch   50/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.885, Loss:  0.210
Epoch  37 Batch   51/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.884, Loss:  0.200
Epoch  37 Batch   52/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.209
Epoch  37 Batch   53/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.880, Loss:  0.203
Epoch  37 Batch   54/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.881, Loss:  0.258
Epoch  37 Batch   55/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.221
Epoch  37 Batch   56/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.885, Loss:  0.170
Epoch  37 Batch   57/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.884, Loss:  0.205
Epoch  37 Batch   58/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.884, Loss:  0.200
Epoch  37 Batch   59/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.883, Loss:  0.207
Epoch  37 Batch   60/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.882, Loss:  0.198
Epoch  37 Batch   61/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.226
Epoch  37 Batch   62/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.888, Loss:  0.222
Epoch  37 Batch   63/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.885, Loss:  0.209
Epoch  37 Batch   64/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.208
Epoch  37 Batch   65/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.212
Epoch  37 Batch   66/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.188
Epoch  37 Batch   67/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.199
Epoch  37 Batch   68/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.225
Epoch  37 Batch   69/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.890, Loss:  0.227
Epoch  37 Batch   70/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.213
Epoch  37 Batch   71/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.889, Loss:  0.205
Epoch  37 Batch   72/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.214
Epoch  37 Batch   73/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.229
Epoch  37 Batch   74/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.190
Epoch  37 Batch   75/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.243
Epoch  37 Batch   76/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.896, Loss:  0.188
Epoch  37 Batch   77/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.228
Epoch  37 Batch   78/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.895, Loss:  0.218
Epoch  37 Batch   79/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.210
Epoch  37 Batch   80/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.216
Epoch  37 Batch   81/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.210
Epoch  37 Batch   82/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.894, Loss:  0.202
Epoch  37 Batch   83/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.886, Loss:  0.226
Epoch  37 Batch   84/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.236
Epoch  37 Batch   85/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.195
Epoch  37 Batch   86/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.882, Loss:  0.207
Epoch  37 Batch   87/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.877, Loss:  0.239
Epoch  37 Batch   88/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.877, Loss:  0.233
Epoch  37 Batch   89/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.877, Loss:  0.203
Epoch  37 Batch   90/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.880, Loss:  0.222
Epoch  37 Batch   91/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.880, Loss:  0.194
Epoch  37 Batch   92/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.881, Loss:  0.212
Epoch  37 Batch   93/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.887, Loss:  0.209
Epoch  37 Batch   94/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.881, Loss:  0.193
Epoch  37 Batch   95/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.891, Loss:  0.230
Epoch  37 Batch   96/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.199
Epoch  37 Batch   97/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.223
Epoch  37 Batch   98/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.209
Epoch  37 Batch   99/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.228
Epoch  37 Batch  100/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.215
Epoch  37 Batch  101/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.224
Epoch  37 Batch  102/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.197
Epoch  37 Batch  103/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.890, Loss:  0.243
Epoch  37 Batch  104/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.206
Epoch  37 Batch  105/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.885, Loss:  0.223
Epoch  37 Batch  106/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.882, Loss:  0.272
Epoch  37 Batch  107/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.881, Loss:  0.225
Epoch  37 Batch  108/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.179
Epoch  37 Batch  109/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.210
Epoch  37 Batch  110/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.200
Epoch  37 Batch  111/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.230
Epoch  37 Batch  112/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.885, Loss:  0.207
Epoch  37 Batch  113/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.231
Epoch  37 Batch  114/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.188
Epoch  37 Batch  115/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.231
Epoch  37 Batch  116/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.889, Loss:  0.221
Epoch  37 Batch  117/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.223
Epoch  37 Batch  118/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.885, Loss:  0.216
Epoch  37 Batch  119/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.219
Epoch  37 Batch  120/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.882, Loss:  0.232
Epoch  37 Batch  121/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.882, Loss:  0.206
Epoch  37 Batch  122/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.883, Loss:  0.212
Epoch  37 Batch  123/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.890, Loss:  0.174
Epoch  37 Batch  124/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.243
Epoch  37 Batch  125/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.208
Epoch  37 Batch  126/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.192
Epoch  37 Batch  127/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.206
Epoch  37 Batch  128/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.197
Epoch  37 Batch  129/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.218
Epoch  37 Batch  130/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.191
Epoch  37 Batch  131/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.199
Epoch  37 Batch  132/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.210
Epoch  37 Batch  133/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.189
Epoch  37 Batch  134/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.891, Loss:  0.197
Epoch  37 Batch  135/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.234
Epoch  37 Batch  136/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.882, Loss:  0.206
Epoch  37 Batch  137/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.180
Epoch  37 Batch  138/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.212
Epoch  37 Batch  139/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.219
Epoch  37 Batch  140/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.889, Loss:  0.217
Epoch  37 Batch  141/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.202
Epoch  37 Batch  142/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.888, Loss:  0.207
Epoch  37 Batch  143/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.226
Epoch  37 Batch  144/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.239
Epoch  37 Batch  145/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.233
Epoch  37 Batch  146/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.903, Loss:  0.244
Epoch  37 Batch  147/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.241
Epoch  37 Batch  148/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.213
Epoch  37 Batch  149/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.219
Epoch  37 Batch  150/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.217
Epoch  37 Batch  151/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.882, Loss:  0.197
Epoch  37 Batch  152/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.240
Epoch  37 Batch  153/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.882, Loss:  0.232
Epoch  37 Batch  154/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.884, Loss:  0.220
Epoch  37 Batch  155/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.888, Loss:  0.229
Epoch  37 Batch  156/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.199
Epoch  37 Batch  157/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.214
Epoch  37 Batch  158/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.228
Epoch  37 Batch  159/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.881, Loss:  0.181
Epoch  37 Batch  160/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.882, Loss:  0.196
Epoch  37 Batch  161/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.881, Loss:  0.208
Epoch  37 Batch  162/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.881, Loss:  0.237
Epoch  37 Batch  163/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.877, Loss:  0.244
Epoch  37 Batch  164/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.239
Epoch  37 Batch  165/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.201
Epoch  37 Batch  166/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.887, Loss:  0.216
Epoch  37 Batch  167/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.205
Epoch  37 Batch  168/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.251
Epoch  37 Batch  169/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.894, Loss:  0.217
Epoch  37 Batch  170/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.895, Loss:  0.232
Epoch  37 Batch  171/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.892, Loss:  0.204
Epoch  37 Batch  172/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.191
Epoch  37 Batch  173/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.221
Epoch  37 Batch  174/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.188
Epoch  37 Batch  175/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.213
Epoch  37 Batch  176/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.213
Epoch  37 Batch  177/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.892, Loss:  0.228
Epoch  37 Batch  178/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.188
Epoch  37 Batch  179/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.892, Loss:  0.204
Epoch  37 Batch  180/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.199
Epoch  37 Batch  181/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.889, Loss:  0.230
Epoch  37 Batch  182/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.226
Epoch  37 Batch  183/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.890, Loss:  0.245
Epoch  37 Batch  184/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.891, Loss:  0.195
Epoch  37 Batch  185/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.890, Loss:  0.245
Epoch  37 Batch  186/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.228
Epoch  37 Batch  187/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.889, Loss:  0.185
Epoch  37 Batch  188/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.888, Loss:  0.214
Epoch  37 Batch  189/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.212
Epoch  37 Batch  190/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.889, Loss:  0.194
Epoch  37 Batch  191/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.186
Epoch  37 Batch  192/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.893, Loss:  0.231
Epoch  37 Batch  193/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.206
Epoch  37 Batch  194/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.177
Epoch  37 Batch  195/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.207
Epoch  37 Batch  196/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.206
Epoch  37 Batch  197/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.892, Loss:  0.208
Epoch  37 Batch  198/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.887, Loss:  0.196
Epoch  37 Batch  199/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.191
Epoch  37 Batch  200/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.222
Epoch  37 Batch  201/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.887, Loss:  0.195
Epoch  37 Batch  202/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.230
Epoch  37 Batch  203/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.889, Loss:  0.208
Epoch  37 Batch  204/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.889, Loss:  0.238
Epoch  37 Batch  205/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.210
Epoch  37 Batch  206/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.886, Loss:  0.203
Epoch  37 Batch  207/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.216
Epoch  37 Batch  208/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.264
Epoch  37 Batch  209/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.895, Loss:  0.180
Epoch  37 Batch  210/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.224
Epoch  37 Batch  211/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.896, Loss:  0.189
Epoch  37 Batch  212/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.181
Epoch  37 Batch  213/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.182
Epoch  37 Batch  214/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.207
Epoch  37 Batch  215/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.895, Loss:  0.214
Epoch  37 Batch  216/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.227
Epoch  37 Batch  217/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.202
Epoch  37 Batch  218/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.252
Epoch  37 Batch  219/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.195
Epoch  37 Batch  220/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.220
Epoch  37 Batch  221/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.895, Loss:  0.217
Epoch  37 Batch  222/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.225
Epoch  37 Batch  223/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.897, Loss:  0.179
Epoch  37 Batch  224/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.216
Epoch  37 Batch  225/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.220
Epoch  37 Batch  226/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.200
Epoch  37 Batch  227/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.903, Loss:  0.247
Epoch  37 Batch  228/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.199
Epoch  37 Batch  229/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.248
Epoch  37 Batch  230/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.191
Epoch  37 Batch  231/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.227
Epoch  37 Batch  232/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.890, Loss:  0.213
Epoch  37 Batch  233/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.227
Epoch  37 Batch  234/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.892, Loss:  0.237
Epoch  37 Batch  235/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.201
Epoch  37 Batch  236/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.220
Epoch  37 Batch  237/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.191
Epoch  37 Batch  238/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.187
Epoch  37 Batch  239/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.883, Loss:  0.177
Epoch  37 Batch  240/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.883, Loss:  0.189
Epoch  37 Batch  241/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.892, Loss:  0.205
Epoch  37 Batch  242/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.890, Loss:  0.207
Epoch  37 Batch  243/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.220
Epoch  37 Batch  244/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.234
Epoch  37 Batch  245/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.198
Epoch  37 Batch  246/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.219
Epoch  37 Batch  247/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.899, Loss:  0.209
Epoch  37 Batch  248/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.200
Epoch  37 Batch  249/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.210
Epoch  37 Batch  250/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.894, Loss:  0.190
Epoch  37 Batch  251/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.207
Epoch  37 Batch  252/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.201
Epoch  37 Batch  253/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.217
Epoch  37 Batch  254/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.209
Epoch  37 Batch  255/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.213
Epoch  37 Batch  256/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.265
Epoch  37 Batch  257/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.895, Loss:  0.209
Epoch  37 Batch  258/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.897, Loss:  0.210
Epoch  37 Batch  259/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.225
Epoch  37 Batch  260/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.186
Epoch  37 Batch  261/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.214
Epoch  37 Batch  262/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.184
Epoch  37 Batch  263/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.895, Loss:  0.193
Epoch  37 Batch  264/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.224
Epoch  37 Batch  265/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.206
Epoch  37 Batch  266/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.223
Epoch  37 Batch  267/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.187
Epoch  37 Batch  268/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.891, Loss:  0.225
Epoch  37 Batch  269/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.891, Loss:  0.240
Epoch  37 Batch  270/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.237
Epoch  37 Batch  271/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.895, Loss:  0.202
Epoch  37 Batch  272/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.268
Epoch  37 Batch  273/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.195
Epoch  37 Batch  274/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.886, Loss:  0.207
Epoch  37 Batch  275/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.207
Epoch  37 Batch  276/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.882, Loss:  0.271
Epoch  37 Batch  277/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.884, Loss:  0.184
Epoch  37 Batch  278/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.878, Loss:  0.245
Epoch  37 Batch  279/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.878, Loss:  0.268
Epoch  37 Batch  280/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.873, Loss:  0.223
Epoch  37 Batch  281/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.877, Loss:  0.235
Epoch  37 Batch  282/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.877, Loss:  0.262
Epoch  37 Batch  283/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.882, Loss:  0.227
Epoch  37 Batch  284/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.228
Epoch  37 Batch  285/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.225
Epoch  37 Batch  286/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.189
Epoch  37 Batch  287/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.883, Loss:  0.204
Epoch  37 Batch  288/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.884, Loss:  0.224
Epoch  37 Batch  289/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.217
Epoch  37 Batch  290/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.245
Epoch  37 Batch  291/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.248
Epoch  37 Batch  292/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.888, Loss:  0.194
Epoch  37 Batch  293/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.236
Epoch  37 Batch  294/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.191
Epoch  37 Batch  295/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.235
Epoch  37 Batch  296/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.197
Epoch  37 Batch  297/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.237
Epoch  37 Batch  298/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.897, Loss:  0.220
Epoch  37 Batch  299/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.224
Epoch  37 Batch  300/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.907, Loss:  0.205
Epoch  37 Batch  301/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.907, Loss:  0.190
Epoch  37 Batch  302/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.200
Epoch  37 Batch  303/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.222
Epoch  37 Batch  304/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.198
Epoch  37 Batch  305/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.219
Epoch  37 Batch  306/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.227
Epoch  37 Batch  307/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.209
Epoch  37 Batch  308/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.218
Epoch  37 Batch  309/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.192
Epoch  37 Batch  310/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.220
Epoch  37 Batch  311/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.888, Loss:  0.210
Epoch  37 Batch  312/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.887, Loss:  0.250
Epoch  37 Batch  313/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.886, Loss:  0.187
Epoch  37 Batch  314/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.209
Epoch  37 Batch  315/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.893, Loss:  0.191
Epoch  37 Batch  316/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.892, Loss:  0.191
Epoch  37 Batch  317/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.240
Epoch  37 Batch  318/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.892, Loss:  0.214
Epoch  37 Batch  319/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.233
Epoch  37 Batch  320/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.212
Epoch  37 Batch  321/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.891, Loss:  0.219
Epoch  37 Batch  322/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.894, Loss:  0.195
Epoch  37 Batch  323/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.208
Epoch  37 Batch  324/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.212
Epoch  37 Batch  325/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.206
Epoch  37 Batch  326/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.213
Epoch  37 Batch  327/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.256
Epoch  37 Batch  328/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.236
Epoch  37 Batch  329/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.895, Loss:  0.214
Epoch  37 Batch  330/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.217
Epoch  37 Batch  331/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.232
Epoch  37 Batch  332/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.893, Loss:  0.172
Epoch  37 Batch  333/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.890, Loss:  0.195
Epoch  37 Batch  334/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.890, Loss:  0.208
Epoch  37 Batch  335/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.890, Loss:  0.208
Epoch  37 Batch  336/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.891, Loss:  0.258
Epoch  37 Batch  337/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.890, Loss:  0.241
Epoch  37 Batch  338/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.891, Loss:  0.263
Epoch  37 Batch  339/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.188
Epoch  37 Batch  340/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.212
Epoch  37 Batch  341/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.893, Loss:  0.277
Epoch  37 Batch  342/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.199
Epoch  37 Batch  343/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.206
Epoch  37 Batch  344/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.899, Loss:  0.218
Epoch  37 Batch  345/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.226
Epoch  37 Batch  346/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.232
Epoch  37 Batch  347/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.191
Epoch  37 Batch  348/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.206
Epoch  37 Batch  349/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.909, Loss:  0.205
Epoch  37 Batch  350/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.212
Epoch  37 Batch  351/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.222
Epoch  37 Batch  352/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.196
Epoch  37 Batch  353/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.895, Loss:  0.236
Epoch  37 Batch  354/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.245
Epoch  37 Batch  355/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.237
Epoch  37 Batch  356/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.228
Epoch  37 Batch  357/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.894, Loss:  0.210
Epoch  37 Batch  358/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.893, Loss:  0.228
Epoch  37 Batch  359/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.888, Loss:  0.216
Epoch  37 Batch  360/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.887, Loss:  0.216
Epoch  37 Batch  361/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.208
Epoch  37 Batch  362/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.885, Loss:  0.224
Epoch  37 Batch  363/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.271
Epoch  37 Batch  364/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.233
Epoch  37 Batch  365/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.183
Epoch  37 Batch  366/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.192
Epoch  37 Batch  367/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.196
Epoch  37 Batch  368/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.220
Epoch  37 Batch  369/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.207
Epoch  37 Batch  370/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.199
Epoch  37 Batch  371/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.216
Epoch  37 Batch  372/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.901, Loss:  0.187
Epoch  37 Batch  373/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.185
Epoch  37 Batch  374/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.901, Loss:  0.234
Epoch  37 Batch  375/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.896, Loss:  0.200
Epoch  37 Batch  376/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.219
Epoch  37 Batch  377/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.216
Epoch  37 Batch  378/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.892, Loss:  0.184
Epoch  37 Batch  379/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.227
Epoch  37 Batch  380/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.207
Epoch  37 Batch  381/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.226
Epoch  37 Batch  382/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.255
Epoch  37 Batch  383/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.203
Epoch  37 Batch  384/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.212
Epoch  37 Batch  385/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.202
Epoch  37 Batch  386/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.218
Epoch  37 Batch  387/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.212
Epoch  37 Batch  388/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.892, Loss:  0.214
Epoch  37 Batch  389/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.191
Epoch  37 Batch  390/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.888, Loss:  0.214
Epoch  37 Batch  391/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.889, Loss:  0.201
Epoch  37 Batch  392/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.890, Loss:  0.211
Epoch  37 Batch  393/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.199
Epoch  37 Batch  394/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.216
Epoch  37 Batch  395/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.893, Loss:  0.191
Epoch  37 Batch  396/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.261
Epoch  37 Batch  397/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.211
Epoch  37 Batch  398/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.226
Epoch  37 Batch  399/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.897, Loss:  0.215
Epoch  37 Batch  400/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.220
Epoch  37 Batch  401/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.199
Epoch  37 Batch  402/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.196
Epoch  37 Batch  403/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.224
Epoch  37 Batch  404/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.186
Epoch  37 Batch  405/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.231
Epoch  37 Batch  406/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.897, Loss:  0.212
Epoch  37 Batch  407/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.223
Epoch  37 Batch  408/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.889, Loss:  0.221
Epoch  37 Batch  409/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.889, Loss:  0.219
Epoch  37 Batch  410/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.889, Loss:  0.240
Epoch  37 Batch  411/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.884, Loss:  0.206
Epoch  37 Batch  412/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.890, Loss:  0.204
Epoch  37 Batch  413/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.890, Loss:  0.186
Epoch  37 Batch  414/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.885, Loss:  0.212
Epoch  37 Batch  415/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.885, Loss:  0.221
Epoch  37 Batch  416/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.201
Epoch  37 Batch  417/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.261
Epoch  37 Batch  418/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.886, Loss:  0.196
Epoch  37 Batch  419/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.203
Epoch  37 Batch  420/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.886, Loss:  0.204
Epoch  37 Batch  421/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.239
Epoch  37 Batch  422/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.887, Loss:  0.199
Epoch  37 Batch  423/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.890, Loss:  0.231
Epoch  37 Batch  424/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.890, Loss:  0.210
Epoch  37 Batch  425/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.201
Epoch  37 Batch  426/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.892, Loss:  0.229
Epoch  37 Batch  427/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.226
Epoch  37 Batch  428/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.892, Loss:  0.192
Epoch  37 Batch  429/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.194
Epoch  37 Batch  430/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.192
Epoch  37 Batch  431/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.200
Epoch  37 Batch  432/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.196
Epoch  37 Batch  433/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.214
Epoch  37 Batch  434/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.208
Epoch  37 Batch  435/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.890, Loss:  0.230
Epoch  37 Batch  436/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.889, Loss:  0.207
Epoch  37 Batch  437/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.200
Epoch  37 Batch  438/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.218
Epoch  37 Batch  439/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.233
Epoch  37 Batch  440/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.235
Epoch  37 Batch  441/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.217
Epoch  37 Batch  442/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.217
Epoch  37 Batch  443/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.891, Loss:  0.221
Epoch  37 Batch  444/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.892, Loss:  0.197
Epoch  37 Batch  445/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.895, Loss:  0.221
Epoch  37 Batch  446/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.893, Loss:  0.180
Epoch  37 Batch  447/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.207
Epoch  37 Batch  448/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.889, Loss:  0.241
Epoch  37 Batch  449/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.232
Epoch  37 Batch  450/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.890, Loss:  0.212
Epoch  37 Batch  451/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.229
Epoch  37 Batch  452/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.886, Loss:  0.241
Epoch  37 Batch  453/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.208
Epoch  37 Batch  454/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.218
Epoch  37 Batch  455/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.219
Epoch  37 Batch  456/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.216
Epoch  37 Batch  457/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.198
Epoch  37 Batch  458/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.221
Epoch  37 Batch  459/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.887, Loss:  0.208
Epoch  37 Batch  460/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.217
Epoch  37 Batch  461/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.195
Epoch  37 Batch  462/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.886, Loss:  0.212
Epoch  37 Batch  463/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.881, Loss:  0.234
Epoch  37 Batch  464/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.210
Epoch  37 Batch  465/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.235
Epoch  37 Batch  466/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.186
Epoch  37 Batch  467/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.227
Epoch  37 Batch  468/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.237
Epoch  37 Batch  469/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.211
Epoch  37 Batch  470/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.219
Epoch  37 Batch  471/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.899, Loss:  0.190
Epoch  37 Batch  472/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.202
Epoch  37 Batch  473/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.218
Epoch  37 Batch  474/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.212
Epoch  37 Batch  475/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.204
Epoch  37 Batch  476/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.887, Loss:  0.204
Epoch  37 Batch  477/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.891, Loss:  0.209
Epoch  37 Batch  478/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.886, Loss:  0.216
Epoch  37 Batch  479/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.886, Loss:  0.214
Epoch  37 Batch  480/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.886, Loss:  0.207
Epoch  37 Batch  481/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.216
Epoch  37 Batch  482/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.223
Epoch  37 Batch  483/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.235
Epoch  37 Batch  484/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.225
Epoch  37 Batch  485/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.889, Loss:  0.211
Epoch  37 Batch  486/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.194
Epoch  37 Batch  487/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.887, Loss:  0.200
Epoch  37 Batch  488/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.888, Loss:  0.213
Epoch  37 Batch  489/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.207
Epoch  37 Batch  490/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.203
Epoch  37 Batch  491/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.225
Epoch  37 Batch  492/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.893, Loss:  0.223
Epoch  37 Batch  493/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.189
Epoch  37 Batch  494/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.203
Epoch  37 Batch  495/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.201
Epoch  37 Batch  496/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.230
Epoch  37 Batch  497/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.226
Epoch  37 Batch  498/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.222
Epoch  37 Batch  499/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.889, Loss:  0.199
Epoch  37 Batch  500/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.203
Epoch  37 Batch  501/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.202
Epoch  37 Batch  502/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.896, Loss:  0.213
Epoch  37 Batch  503/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.213
Epoch  37 Batch  504/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.218
Epoch  37 Batch  505/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.175
Epoch  37 Batch  506/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.218
Epoch  37 Batch  507/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.895, Loss:  0.194
Epoch  37 Batch  508/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.199
Epoch  37 Batch  509/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.891, Loss:  0.255
Epoch  37 Batch  510/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.207
Epoch  37 Batch  511/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.222
Epoch  37 Batch  512/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.893, Loss:  0.199
Epoch  37 Batch  513/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.891, Loss:  0.224
Epoch  37 Batch  514/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.891, Loss:  0.226
Epoch  37 Batch  515/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.891, Loss:  0.218
Epoch  37 Batch  516/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.185
Epoch  37 Batch  517/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.207
Epoch  37 Batch  518/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.180
Epoch  37 Batch  519/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.891, Loss:  0.218
Epoch  37 Batch  520/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.891, Loss:  0.194
Epoch  37 Batch  521/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.206
Epoch  37 Batch  522/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.890, Loss:  0.245
Epoch  37 Batch  523/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.225
Epoch  37 Batch  524/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.216
Epoch  37 Batch  525/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.205
Epoch  37 Batch  526/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.202
Epoch  37 Batch  527/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.892, Loss:  0.218
Epoch  37 Batch  528/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.891, Loss:  0.191
Epoch  37 Batch  529/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.207
Epoch  37 Batch  530/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.216
Epoch  37 Batch  531/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.201
Epoch  37 Batch  532/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.894, Loss:  0.228
Epoch  37 Batch  533/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.240
Epoch  37 Batch  534/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.894, Loss:  0.214
Epoch  37 Batch  535/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.894, Loss:  0.209
Epoch  37 Batch  536/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.205
Epoch  37 Batch  537/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.190
Epoch  37 Batch  538/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.885, Loss:  0.178
Epoch  37 Batch  539/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.223
Epoch  37 Batch  540/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.894, Loss:  0.198
Epoch  37 Batch  541/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.208
Epoch  37 Batch  542/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.204
Epoch  37 Batch  543/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.215
Epoch  37 Batch  544/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.191
Epoch  37 Batch  545/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.235
Epoch  37 Batch  546/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.229
Epoch  37 Batch  547/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.210
Epoch  37 Batch  548/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.239
Epoch  37 Batch  549/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.243
Epoch  37 Batch  550/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.889, Loss:  0.209
Epoch  37 Batch  551/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.221
Epoch  37 Batch  552/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.241
Epoch  37 Batch  553/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.234
Epoch  37 Batch  554/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.890, Loss:  0.198
Epoch  37 Batch  555/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.886, Loss:  0.207
Epoch  37 Batch  556/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.194
Epoch  37 Batch  557/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.211
Epoch  37 Batch  558/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.237
Epoch  37 Batch  559/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.224
Epoch  37 Batch  560/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.207
Epoch  37 Batch  561/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.893, Loss:  0.197
Epoch  37 Batch  562/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.887, Loss:  0.191
Epoch  37 Batch  563/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.888, Loss:  0.238
Epoch  37 Batch  564/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.237
Epoch  37 Batch  565/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.884, Loss:  0.241
Epoch  37 Batch  566/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.253
Epoch  37 Batch  567/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.231
Epoch  37 Batch  568/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.884, Loss:  0.221
Epoch  37 Batch  569/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.884, Loss:  0.210
Epoch  37 Batch  570/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.236
Epoch  37 Batch  571/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.180
Epoch  37 Batch  572/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.890, Loss:  0.187
Epoch  37 Batch  573/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.888, Loss:  0.245
Epoch  37 Batch  574/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.888, Loss:  0.216
Epoch  37 Batch  575/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.209
Epoch  37 Batch  576/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.895, Loss:  0.209
Epoch  37 Batch  577/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.224
Epoch  37 Batch  578/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.894, Loss:  0.240
Epoch  37 Batch  579/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.187
Epoch  37 Batch  580/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.183
Epoch  37 Batch  581/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.190
Epoch  37 Batch  582/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.194
Epoch  37 Batch  583/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.230
Epoch  37 Batch  584/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.210
Epoch  37 Batch  585/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.189
Epoch  37 Batch  586/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.899, Loss:  0.207
Epoch  37 Batch  587/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.194
Epoch  37 Batch  588/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.200
Epoch  37 Batch  589/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.885, Loss:  0.207
Epoch  37 Batch  590/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.216
Epoch  37 Batch  591/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.186
Epoch  37 Batch  592/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.208
Epoch  37 Batch  593/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.217
Epoch  37 Batch  594/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.888, Loss:  0.216
Epoch  37 Batch  595/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.201
Epoch  37 Batch  596/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.884, Loss:  0.222
Epoch  37 Batch  597/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.220
Epoch  37 Batch  598/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.227
Epoch  37 Batch  599/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.886, Loss:  0.255
Epoch  37 Batch  600/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.206
Epoch  37 Batch  601/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.886, Loss:  0.217
Epoch  37 Batch  602/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.885, Loss:  0.210
Epoch  37 Batch  603/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.218
Epoch  37 Batch  604/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.216
Epoch  37 Batch  605/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.237
Epoch  37 Batch  606/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.891, Loss:  0.199
Epoch  37 Batch  607/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.886, Loss:  0.208
Epoch  37 Batch  608/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.233
Epoch  37 Batch  609/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.892, Loss:  0.219
Epoch  37 Batch  610/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.241
Epoch  37 Batch  611/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.211
Epoch  37 Batch  612/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.895, Loss:  0.188
Epoch  37 Batch  613/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.226
Epoch  37 Batch  614/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.220
Epoch  37 Batch  615/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.211
Epoch  37 Batch  616/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.213
Epoch  37 Batch  617/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.205
Epoch  37 Batch  618/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.891, Loss:  0.222
Epoch  37 Batch  619/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.896, Loss:  0.196
Epoch  37 Batch  620/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.205
Epoch  37 Batch  621/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.899, Loss:  0.240
Epoch  37 Batch  622/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.221
Epoch  37 Batch  623/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.890, Loss:  0.232
Epoch  37 Batch  624/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.884, Loss:  0.208
Epoch  37 Batch  625/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.205
Epoch  37 Batch  626/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.198
Epoch  37 Batch  627/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.226
Epoch  37 Batch  628/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.231
Epoch  37 Batch  629/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.215
Epoch  37 Batch  630/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.213
Epoch  37 Batch  631/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.230
Epoch  37 Batch  632/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.211
Epoch  37 Batch  633/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.224
Epoch  37 Batch  634/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.178
Epoch  37 Batch  635/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.885, Loss:  0.250
Epoch  37 Batch  636/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.215
Epoch  37 Batch  637/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.218
Epoch  37 Batch  638/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.239
Epoch  37 Batch  639/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.208
Epoch  37 Batch  640/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.886, Loss:  0.206
Epoch  37 Batch  641/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.198
Epoch  37 Batch  642/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.885, Loss:  0.218
Epoch  37 Batch  643/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.890, Loss:  0.197
Epoch  37 Batch  644/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.213
Epoch  37 Batch  645/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.216
Epoch  37 Batch  646/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.219
Epoch  37 Batch  647/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.200
Epoch  37 Batch  648/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.893, Loss:  0.199
Epoch  37 Batch  649/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.211
Epoch  37 Batch  650/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.887, Loss:  0.227
Epoch  37 Batch  651/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.222
Epoch  37 Batch  652/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.223
Epoch  37 Batch  653/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.235
Epoch  37 Batch  654/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.203
Epoch  37 Batch  655/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.223
Epoch  37 Batch  656/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.890, Loss:  0.209
Epoch  37 Batch  657/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.887, Loss:  0.211
Epoch  37 Batch  658/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.201
Epoch  37 Batch  659/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.219
Epoch  37 Batch  660/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.893, Loss:  0.216
Epoch  37 Batch  661/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.889, Loss:  0.198
Epoch  37 Batch  662/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.890, Loss:  0.186
Epoch  37 Batch  663/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.886, Loss:  0.195
Epoch  37 Batch  664/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.207
Epoch  37 Batch  665/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.212
Epoch  37 Batch  666/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.888, Loss:  0.214
Epoch  37 Batch  667/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.231
Epoch  37 Batch  668/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.213
Epoch  37 Batch  669/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.208
Epoch  37 Batch  670/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.197
Epoch  37 Batch  671/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.242
Epoch  37 Batch  672/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.210
Epoch  37 Batch  673/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.892, Loss:  0.192
Epoch  37 Batch  674/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.893, Loss:  0.214
Epoch  37 Batch  675/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.215
Epoch  37 Batch  676/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.200
Epoch  37 Batch  677/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.234
Epoch  37 Batch  678/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.195
Epoch  37 Batch  679/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.236
Epoch  37 Batch  680/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.888, Loss:  0.207
Epoch  37 Batch  681/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.887, Loss:  0.225
Epoch  37 Batch  682/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.889, Loss:  0.211
Epoch  37 Batch  683/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.881, Loss:  0.207
Epoch  37 Batch  684/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.882, Loss:  0.212
Epoch  37 Batch  685/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.882, Loss:  0.232
Epoch  37 Batch  686/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.197
Epoch  37 Batch  687/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.886, Loss:  0.225
Epoch  37 Batch  688/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.886, Loss:  0.209
Epoch  37 Batch  689/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.884, Loss:  0.180
Epoch  37 Batch  690/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.221
Epoch  37 Batch  691/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.890, Loss:  0.234
Epoch  37 Batch  692/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.205
Epoch  37 Batch  693/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.893, Loss:  0.236
Epoch  37 Batch  694/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.208
Epoch  37 Batch  695/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.198
Epoch  37 Batch  696/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.891, Loss:  0.237
Epoch  37 Batch  697/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.202
Epoch  37 Batch  698/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.201
Epoch  37 Batch  699/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.195
Epoch  37 Batch  700/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.189
Epoch  37 Batch  701/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.219
Epoch  37 Batch  702/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.239
Epoch  37 Batch  703/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.220
Epoch  37 Batch  704/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.243
Epoch  37 Batch  705/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.225
Epoch  37 Batch  706/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.243
Epoch  37 Batch  707/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.206
Epoch  37 Batch  708/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.217
Epoch  37 Batch  709/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.230
Epoch  37 Batch  710/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.220
Epoch  37 Batch  711/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.262
Epoch  37 Batch  712/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.894, Loss:  0.211
Epoch  37 Batch  713/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.889, Loss:  0.193
Epoch  37 Batch  714/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.191
Epoch  37 Batch  715/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.888, Loss:  0.244
Epoch  37 Batch  716/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.884, Loss:  0.189
Epoch  37 Batch  717/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.879, Loss:  0.195
Epoch  37 Batch  718/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.886, Loss:  0.215
Epoch  37 Batch  719/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.213
Epoch  37 Batch  720/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.886, Loss:  0.238
Epoch  37 Batch  721/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.209
Epoch  37 Batch  722/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.887, Loss:  0.206
Epoch  37 Batch  723/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.889, Loss:  0.225
Epoch  37 Batch  724/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.237
Epoch  37 Batch  725/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.184
Epoch  37 Batch  726/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.214
Epoch  37 Batch  727/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.899, Loss:  0.194
Epoch  37 Batch  728/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.222
Epoch  37 Batch  729/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.897, Loss:  0.232
Epoch  37 Batch  730/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.214
Epoch  37 Batch  731/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.217
Epoch  37 Batch  732/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.222
Epoch  37 Batch  733/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.221
Epoch  37 Batch  734/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.889, Loss:  0.249
Epoch  37 Batch  735/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.880, Loss:  0.203
Epoch  37 Batch  736/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.881, Loss:  0.189
Epoch  37 Batch  737/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.881, Loss:  0.239
Epoch  37 Batch  738/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.881, Loss:  0.169
Epoch  37 Batch  739/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.881, Loss:  0.218
Epoch  37 Batch  740/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.882, Loss:  0.195
Epoch  37 Batch  741/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.216
Epoch  37 Batch  742/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.214
Epoch  37 Batch  743/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.888, Loss:  0.225
Epoch  37 Batch  744/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.187
Epoch  37 Batch  745/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.221
Epoch  37 Batch  746/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.888, Loss:  0.209
Epoch  37 Batch  747/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.187
Epoch  37 Batch  748/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.211
Epoch  37 Batch  749/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.888, Loss:  0.209
Epoch  37 Batch  750/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.207
Epoch  37 Batch  751/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.213
Epoch  37 Batch  752/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.193
Epoch  37 Batch  753/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.201
Epoch  37 Batch  754/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.235
Epoch  37 Batch  755/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.211
Epoch  37 Batch  756/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.198
Epoch  37 Batch  757/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.237
Epoch  37 Batch  758/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.171
Epoch  37 Batch  759/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.192
Epoch  37 Batch  760/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.225
Epoch  37 Batch  761/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.215
Epoch  37 Batch  762/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.891, Loss:  0.194
Epoch  37 Batch  763/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.187
Epoch  37 Batch  764/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.206
Epoch  37 Batch  765/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.194
Epoch  37 Batch  766/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.232
Epoch  37 Batch  767/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.197
Epoch  37 Batch  768/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.208
Epoch  37 Batch  769/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.211
Epoch  37 Batch  770/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.211
Epoch  37 Batch  771/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.213
Epoch  37 Batch  772/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.891, Loss:  0.203
Epoch  37 Batch  773/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.895, Loss:  0.193
Epoch  37 Batch  774/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.218
Epoch  37 Batch  775/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.214
Epoch  37 Batch  776/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.895, Loss:  0.204
Epoch  37 Batch  777/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.895, Loss:  0.223
Epoch  37 Batch  778/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.194
Epoch  37 Batch  779/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.240
Epoch  37 Batch  780/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.901, Loss:  0.249
Epoch  37 Batch  781/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.901, Loss:  0.185
Epoch  37 Batch  782/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.187
Epoch  37 Batch  783/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.218
Epoch  37 Batch  784/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.893, Loss:  0.203
Epoch  37 Batch  785/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.892, Loss:  0.195
Epoch  37 Batch  786/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.211
Epoch  37 Batch  787/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.206
Epoch  37 Batch  788/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.893, Loss:  0.200
Epoch  37 Batch  789/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.207
Epoch  37 Batch  790/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.898, Loss:  0.248
Epoch  37 Batch  791/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.234
Epoch  37 Batch  792/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.219
Epoch  37 Batch  793/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.895, Loss:  0.214
Epoch  37 Batch  794/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.232
Epoch  37 Batch  795/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.234
Epoch  37 Batch  796/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.220
Epoch  37 Batch  797/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.891, Loss:  0.206
Epoch  37 Batch  798/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.202
Epoch  37 Batch  799/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.229
Epoch  37 Batch  800/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.891, Loss:  0.194
Epoch  37 Batch  801/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.892, Loss:  0.220
Epoch  37 Batch  802/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.216
Epoch  37 Batch  803/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.232
Epoch  37 Batch  804/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.887, Loss:  0.204
Epoch  37 Batch  805/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.228
Epoch  37 Batch  806/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.891, Loss:  0.227
Epoch  37 Batch  807/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.892, Loss:  0.189
Epoch  37 Batch  808/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.225
Epoch  37 Batch  809/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.242
Epoch  37 Batch  810/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.194
Epoch  37 Batch  811/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.196
Epoch  37 Batch  812/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.892, Loss:  0.250
Epoch  37 Batch  813/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.187
Epoch  37 Batch  814/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.231
Epoch  37 Batch  815/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.204
Epoch  37 Batch  816/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.888, Loss:  0.219
Epoch  37 Batch  817/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.234
Epoch  37 Batch  818/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.889, Loss:  0.213
Epoch  37 Batch  819/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.889, Loss:  0.199
Epoch  37 Batch  820/1077 - Train Accuracy:  0.849, Validation Accuracy:  0.889, Loss:  0.223
Epoch  37 Batch  821/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.884, Loss:  0.194
Epoch  37 Batch  822/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.884, Loss:  0.210
Epoch  37 Batch  823/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.884, Loss:  0.201
Epoch  37 Batch  824/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.884, Loss:  0.204
Epoch  37 Batch  825/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.884, Loss:  0.200
Epoch  37 Batch  826/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.889, Loss:  0.211
Epoch  37 Batch  827/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.228
Epoch  37 Batch  828/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.199
Epoch  37 Batch  829/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.889, Loss:  0.250
Epoch  37 Batch  830/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.225
Epoch  37 Batch  831/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.228
Epoch  37 Batch  832/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.215
Epoch  37 Batch  833/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.224
Epoch  37 Batch  834/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.209
Epoch  37 Batch  835/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.199
Epoch  37 Batch  836/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.230
Epoch  37 Batch  837/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.252
Epoch  37 Batch  838/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.194
Epoch  37 Batch  839/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.194
Epoch  37 Batch  840/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.223
Epoch  37 Batch  841/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.233
Epoch  37 Batch  842/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.189
Epoch  37 Batch  843/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.207
Epoch  37 Batch  844/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.196
Epoch  37 Batch  845/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.203
Epoch  37 Batch  846/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.896, Loss:  0.234
Epoch  37 Batch  847/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.226
Epoch  37 Batch  848/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.206
Epoch  37 Batch  849/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.193
Epoch  37 Batch  850/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.231
Epoch  37 Batch  851/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.224
Epoch  37 Batch  852/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.896, Loss:  0.240
Epoch  37 Batch  853/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.897, Loss:  0.197
Epoch  37 Batch  854/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.230
Epoch  37 Batch  855/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.207
Epoch  37 Batch  856/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.218
Epoch  37 Batch  857/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.191
Epoch  37 Batch  858/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.220
Epoch  37 Batch  859/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.236
Epoch  37 Batch  860/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.218
Epoch  37 Batch  861/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.209
Epoch  37 Batch  862/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.904, Loss:  0.211
Epoch  37 Batch  863/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.194
Epoch  37 Batch  864/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.907, Loss:  0.213
Epoch  37 Batch  865/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.203
Epoch  37 Batch  866/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.218
Epoch  37 Batch  867/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.907, Loss:  0.278
Epoch  37 Batch  868/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.208
Epoch  37 Batch  869/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.216
Epoch  37 Batch  870/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.906, Loss:  0.247
Epoch  37 Batch  871/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.209
Epoch  37 Batch  872/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.203
Epoch  37 Batch  873/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.208
Epoch  37 Batch  874/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.910, Loss:  0.238
Epoch  37 Batch  875/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.910, Loss:  0.227
Epoch  37 Batch  876/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.203
Epoch  37 Batch  877/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.189
Epoch  37 Batch  878/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.904, Loss:  0.211
Epoch  37 Batch  879/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.179
Epoch  37 Batch  880/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.217
Epoch  37 Batch  881/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.217
Epoch  37 Batch  882/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.222
Epoch  37 Batch  883/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.257
Epoch  37 Batch  884/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.899, Loss:  0.201
Epoch  37 Batch  885/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.177
Epoch  37 Batch  886/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.235
Epoch  37 Batch  887/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.899, Loss:  0.218
Epoch  37 Batch  888/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.198
Epoch  37 Batch  889/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.230
Epoch  37 Batch  890/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.895, Loss:  0.198
Epoch  37 Batch  891/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.208
Epoch  37 Batch  892/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.196
Epoch  37 Batch  893/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.209
Epoch  37 Batch  894/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.889, Loss:  0.194
Epoch  37 Batch  895/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.216
Epoch  37 Batch  896/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.231
Epoch  37 Batch  897/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.195
Epoch  37 Batch  898/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.192
Epoch  37 Batch  899/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.202
Epoch  37 Batch  900/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.235
Epoch  37 Batch  901/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.244
Epoch  37 Batch  902/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.900, Loss:  0.214
Epoch  37 Batch  903/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.206
Epoch  37 Batch  904/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.201
Epoch  37 Batch  905/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.205
Epoch  37 Batch  906/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.209
Epoch  37 Batch  907/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.906, Loss:  0.193
Epoch  37 Batch  908/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.213
Epoch  37 Batch  909/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.217
Epoch  37 Batch  910/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.201
Epoch  37 Batch  911/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.193
Epoch  37 Batch  912/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.224
Epoch  37 Batch  913/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.247
Epoch  37 Batch  914/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.228
Epoch  37 Batch  915/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.907, Loss:  0.223
Epoch  37 Batch  916/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.221
Epoch  37 Batch  917/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.204
Epoch  37 Batch  918/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.189
Epoch  37 Batch  919/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.209
Epoch  37 Batch  920/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.240
Epoch  37 Batch  921/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.215
Epoch  37 Batch  922/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.202
Epoch  37 Batch  923/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.211
Epoch  37 Batch  924/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.245
Epoch  37 Batch  925/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.199
Epoch  37 Batch  926/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.897, Loss:  0.223
Epoch  37 Batch  927/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.230
Epoch  37 Batch  928/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.218
Epoch  37 Batch  929/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.241
Epoch  37 Batch  930/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.895, Loss:  0.197
Epoch  37 Batch  931/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.211
Epoch  37 Batch  932/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.200
Epoch  37 Batch  933/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.894, Loss:  0.236
Epoch  37 Batch  934/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.888, Loss:  0.201
Epoch  37 Batch  935/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.887, Loss:  0.210
Epoch  37 Batch  936/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.221
Epoch  37 Batch  937/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.887, Loss:  0.229
Epoch  37 Batch  938/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.243
Epoch  37 Batch  939/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.231
Epoch  37 Batch  940/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.882, Loss:  0.201
Epoch  37 Batch  941/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.882, Loss:  0.184
Epoch  37 Batch  942/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.882, Loss:  0.200
Epoch  37 Batch  943/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.881, Loss:  0.216
Epoch  37 Batch  944/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.883, Loss:  0.198
Epoch  37 Batch  945/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.884, Loss:  0.205
Epoch  37 Batch  946/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.884, Loss:  0.202
Epoch  37 Batch  947/1077 - Train Accuracy:  0.829, Validation Accuracy:  0.884, Loss:  0.272
Epoch  37 Batch  948/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.881, Loss:  0.198
Epoch  37 Batch  949/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.886, Loss:  0.192
Epoch  37 Batch  950/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.198
Epoch  37 Batch  951/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.886, Loss:  0.216
Epoch  37 Batch  952/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.886, Loss:  0.183
Epoch  37 Batch  953/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.890, Loss:  0.184
Epoch  37 Batch  954/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.885, Loss:  0.215
Epoch  37 Batch  955/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.198
Epoch  37 Batch  956/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.893, Loss:  0.216
Epoch  37 Batch  957/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.225
Epoch  37 Batch  958/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.226
Epoch  37 Batch  959/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.199
Epoch  37 Batch  960/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.198
Epoch  37 Batch  961/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.229
Epoch  37 Batch  962/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.207
Epoch  37 Batch  963/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.242
Epoch  37 Batch  964/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.181
Epoch  37 Batch  965/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.246
Epoch  37 Batch  966/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.177
Epoch  37 Batch  967/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.200
Epoch  37 Batch  968/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.898, Loss:  0.242
Epoch  37 Batch  969/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.242
Epoch  37 Batch  970/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.213
Epoch  37 Batch  971/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.891, Loss:  0.193
Epoch  37 Batch  972/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.212
Epoch  37 Batch  973/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.895, Loss:  0.178
Epoch  37 Batch  974/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.190
Epoch  37 Batch  975/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.901, Loss:  0.193
Epoch  37 Batch  976/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.190
Epoch  37 Batch  977/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.180
Epoch  37 Batch  978/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.228
Epoch  37 Batch  979/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.229
Epoch  37 Batch  980/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.210
Epoch  37 Batch  981/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.220
Epoch  37 Batch  982/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.212
Epoch  37 Batch  983/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.202
Epoch  37 Batch  984/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.900, Loss:  0.235
Epoch  37 Batch  985/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.901, Loss:  0.196
Epoch  37 Batch  986/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.221
Epoch  37 Batch  987/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.901, Loss:  0.194
Epoch  37 Batch  988/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.221
Epoch  37 Batch  989/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.216
Epoch  37 Batch  990/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.223
Epoch  37 Batch  991/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.217
Epoch  37 Batch  992/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.214
Epoch  37 Batch  993/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.189
Epoch  37 Batch  994/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.191
Epoch  37 Batch  995/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.219
Epoch  37 Batch  996/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.901, Loss:  0.217
Epoch  37 Batch  997/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.234
Epoch  37 Batch  998/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.207
Epoch  37 Batch  999/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.213
Epoch  37 Batch 1000/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.196
Epoch  37 Batch 1001/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.178
Epoch  37 Batch 1002/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.191
Epoch  37 Batch 1003/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.214
Epoch  37 Batch 1004/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.230
Epoch  37 Batch 1005/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.208
Epoch  37 Batch 1006/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.185
Epoch  37 Batch 1007/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.897, Loss:  0.210
Epoch  37 Batch 1008/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.223
Epoch  37 Batch 1009/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.191
Epoch  37 Batch 1010/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.901, Loss:  0.205
Epoch  37 Batch 1011/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.220
Epoch  37 Batch 1012/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.187
Epoch  37 Batch 1013/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.182
Epoch  37 Batch 1014/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.227
Epoch  37 Batch 1015/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.249
Epoch  37 Batch 1016/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.221
Epoch  37 Batch 1017/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.216
Epoch  37 Batch 1018/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.896, Loss:  0.221
Epoch  37 Batch 1019/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.239
Epoch  37 Batch 1020/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.889, Loss:  0.209
Epoch  37 Batch 1021/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.206
Epoch  37 Batch 1022/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.888, Loss:  0.188
Epoch  37 Batch 1023/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.205
Epoch  37 Batch 1024/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.888, Loss:  0.238
Epoch  37 Batch 1025/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.884, Loss:  0.215
Epoch  37 Batch 1026/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.884, Loss:  0.223
Epoch  37 Batch 1027/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.884, Loss:  0.217
Epoch  37 Batch 1028/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.886, Loss:  0.201
Epoch  37 Batch 1029/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.886, Loss:  0.212
Epoch  37 Batch 1030/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.886, Loss:  0.217
Epoch  37 Batch 1031/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.880, Loss:  0.216
Epoch  37 Batch 1032/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.886, Loss:  0.237
Epoch  37 Batch 1033/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.882, Loss:  0.194
Epoch  37 Batch 1034/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.883, Loss:  0.202
Epoch  37 Batch 1035/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.882, Loss:  0.184
Epoch  37 Batch 1036/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.887, Loss:  0.231
Epoch  37 Batch 1037/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.888, Loss:  0.216
Epoch  37 Batch 1038/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.888, Loss:  0.220
Epoch  37 Batch 1039/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.198
Epoch  37 Batch 1040/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.212
Epoch  37 Batch 1041/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.885, Loss:  0.226
Epoch  37 Batch 1042/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.880, Loss:  0.205
Epoch  37 Batch 1043/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.880, Loss:  0.229
Epoch  37 Batch 1044/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.885, Loss:  0.221
Epoch  37 Batch 1045/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.212
Epoch  37 Batch 1046/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.887, Loss:  0.178
Epoch  37 Batch 1047/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.884, Loss:  0.203
Epoch  37 Batch 1048/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.197
Epoch  37 Batch 1049/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.894, Loss:  0.223
Epoch  37 Batch 1050/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.180
Epoch  37 Batch 1051/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.219
Epoch  37 Batch 1052/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.196
Epoch  37 Batch 1053/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.211
Epoch  37 Batch 1054/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.888, Loss:  0.209
Epoch  37 Batch 1055/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.217
Epoch  37 Batch 1056/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.205
Epoch  37 Batch 1057/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.888, Loss:  0.232
Epoch  37 Batch 1058/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.888, Loss:  0.240
Epoch  37 Batch 1059/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.889, Loss:  0.246
Epoch  37 Batch 1060/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.193
Epoch  37 Batch 1061/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.890, Loss:  0.234
Epoch  37 Batch 1062/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.889, Loss:  0.202
Epoch  37 Batch 1063/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.889, Loss:  0.210
Epoch  37 Batch 1064/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.204
Epoch  37 Batch 1065/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.200
Epoch  37 Batch 1066/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.194
Epoch  37 Batch 1067/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.215
Epoch  37 Batch 1068/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.197
Epoch  37 Batch 1069/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.189
Epoch  37 Batch 1070/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.901, Loss:  0.192
Epoch  37 Batch 1071/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.206
Epoch  37 Batch 1072/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.215
Epoch  37 Batch 1073/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.234
Epoch  37 Batch 1074/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.247
Epoch  37 Batch 1075/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.255
Epoch  38 Batch    0/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.182
Epoch  38 Batch    1/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.196
Epoch  38 Batch    2/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.903, Loss:  0.196
Epoch  38 Batch    3/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.190
Epoch  38 Batch    4/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.217
Epoch  38 Batch    5/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.231
Epoch  38 Batch    6/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.225
Epoch  38 Batch    7/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.170
Epoch  38 Batch    8/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.219
Epoch  38 Batch    9/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.891, Loss:  0.223
Epoch  38 Batch   10/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.896, Loss:  0.221
Epoch  38 Batch   11/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.216
Epoch  38 Batch   12/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.226
Epoch  38 Batch   13/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.889, Loss:  0.225
Epoch  38 Batch   14/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.884, Loss:  0.193
Epoch  38 Batch   15/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.880, Loss:  0.202
Epoch  38 Batch   16/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.880, Loss:  0.213
Epoch  38 Batch   17/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.880, Loss:  0.196
Epoch  38 Batch   18/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.885, Loss:  0.229
Epoch  38 Batch   19/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.208
Epoch  38 Batch   20/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.196
Epoch  38 Batch   21/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.892, Loss:  0.222
Epoch  38 Batch   22/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.211
Epoch  38 Batch   23/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.887, Loss:  0.205
Epoch  38 Batch   24/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.882, Loss:  0.218
Epoch  38 Batch   25/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.887, Loss:  0.193
Epoch  38 Batch   26/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.887, Loss:  0.220
Epoch  38 Batch   27/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.202
Epoch  38 Batch   28/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.891, Loss:  0.196
Epoch  38 Batch   29/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.211
Epoch  38 Batch   30/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.203
Epoch  38 Batch   31/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.199
Epoch  38 Batch   32/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.208
Epoch  38 Batch   33/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.901, Loss:  0.188
Epoch  38 Batch   34/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.212
Epoch  38 Batch   35/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.201
Epoch  38 Batch   36/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.206
Epoch  38 Batch   37/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.219
Epoch  38 Batch   38/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.226
Epoch  38 Batch   39/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.224
Epoch  38 Batch   40/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.204
Epoch  38 Batch   41/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.897, Loss:  0.219
Epoch  38 Batch   42/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.901, Loss:  0.235
Epoch  38 Batch   43/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.207
Epoch  38 Batch   44/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.201
Epoch  38 Batch   45/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.902, Loss:  0.214
Epoch  38 Batch   46/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.897, Loss:  0.217
Epoch  38 Batch   47/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.207
Epoch  38 Batch   48/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.233
Epoch  38 Batch   49/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.214
Epoch  38 Batch   50/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.898, Loss:  0.194
Epoch  38 Batch   51/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.205
Epoch  38 Batch   52/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.208
Epoch  38 Batch   53/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.195
Epoch  38 Batch   54/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.246
Epoch  38 Batch   55/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.206
Epoch  38 Batch   56/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.182
Epoch  38 Batch   57/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.906, Loss:  0.198
Epoch  38 Batch   58/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.198
Epoch  38 Batch   59/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.211
Epoch  38 Batch   60/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.189
Epoch  38 Batch   61/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.222
Epoch  38 Batch   62/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.238
Epoch  38 Batch   63/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.201
Epoch  38 Batch   64/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.905, Loss:  0.184
Epoch  38 Batch   65/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.219
Epoch  38 Batch   66/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.184
Epoch  38 Batch   67/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.213
Epoch  38 Batch   68/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.227
Epoch  38 Batch   69/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.907, Loss:  0.245
Epoch  38 Batch   70/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.241
Epoch  38 Batch   71/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.198
Epoch  38 Batch   72/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.231
Epoch  38 Batch   73/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.219
Epoch  38 Batch   74/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.185
Epoch  38 Batch   75/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.261
Epoch  38 Batch   76/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.906, Loss:  0.187
Epoch  38 Batch   77/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.216
Epoch  38 Batch   78/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.903, Loss:  0.218
Epoch  38 Batch   79/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.213
Epoch  38 Batch   80/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.212
Epoch  38 Batch   81/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.199
Epoch  38 Batch   82/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.178
Epoch  38 Batch   83/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.228
Epoch  38 Batch   84/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.218
Epoch  38 Batch   85/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.206
Epoch  38 Batch   86/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.203
Epoch  38 Batch   87/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.238
Epoch  38 Batch   88/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.898, Loss:  0.244
Epoch  38 Batch   89/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.210
Epoch  38 Batch   90/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.209
Epoch  38 Batch   91/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.186
Epoch  38 Batch   92/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.213
Epoch  38 Batch   93/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.206
Epoch  38 Batch   94/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.198
Epoch  38 Batch   95/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.239
Epoch  38 Batch   96/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.196
Epoch  38 Batch   97/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.915, Loss:  0.216
Epoch  38 Batch   98/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.911, Loss:  0.201
Epoch  38 Batch   99/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.911, Loss:  0.225
Epoch  38 Batch  100/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.209
Epoch  38 Batch  101/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.909, Loss:  0.210
Epoch  38 Batch  102/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.204
Epoch  38 Batch  103/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.258
Epoch  38 Batch  104/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.233
Epoch  38 Batch  105/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.216
Epoch  38 Batch  106/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.890, Loss:  0.235
Epoch  38 Batch  107/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.889, Loss:  0.205
Epoch  38 Batch  108/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.890, Loss:  0.210
Epoch  38 Batch  109/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.885, Loss:  0.212
Epoch  38 Batch  110/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.194
Epoch  38 Batch  111/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.200
Epoch  38 Batch  112/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.893, Loss:  0.190
Epoch  38 Batch  113/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.205
Epoch  38 Batch  114/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.186
Epoch  38 Batch  115/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.235
Epoch  38 Batch  116/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.890, Loss:  0.224
Epoch  38 Batch  117/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.224
Epoch  38 Batch  118/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.890, Loss:  0.214
Epoch  38 Batch  119/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.211
Epoch  38 Batch  120/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.233
Epoch  38 Batch  121/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.212
Epoch  38 Batch  122/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.881, Loss:  0.202
Epoch  38 Batch  123/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.885, Loss:  0.192
Epoch  38 Batch  124/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.885, Loss:  0.228
Epoch  38 Batch  125/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.886, Loss:  0.228
Epoch  38 Batch  126/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.881, Loss:  0.183
Epoch  38 Batch  127/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.882, Loss:  0.201
Epoch  38 Batch  128/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.882, Loss:  0.194
Epoch  38 Batch  129/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.882, Loss:  0.218
Epoch  38 Batch  130/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.887, Loss:  0.185
Epoch  38 Batch  131/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.204
Epoch  38 Batch  132/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.892, Loss:  0.240
Epoch  38 Batch  133/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.204
Epoch  38 Batch  134/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.891, Loss:  0.200
Epoch  38 Batch  135/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.891, Loss:  0.203
Epoch  38 Batch  136/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.199
Epoch  38 Batch  137/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.188
Epoch  38 Batch  138/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.209
Epoch  38 Batch  139/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.238
Epoch  38 Batch  140/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.201
Epoch  38 Batch  141/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.192
Epoch  38 Batch  142/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.208
Epoch  38 Batch  143/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.896, Loss:  0.194
Epoch  38 Batch  144/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.229
Epoch  38 Batch  145/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.891, Loss:  0.224
Epoch  38 Batch  146/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.241
Epoch  38 Batch  147/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.889, Loss:  0.221
Epoch  38 Batch  148/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.890, Loss:  0.213
Epoch  38 Batch  149/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.198
Epoch  38 Batch  150/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.195
Epoch  38 Batch  151/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.198
Epoch  38 Batch  152/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.234
Epoch  38 Batch  153/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.894, Loss:  0.217
Epoch  38 Batch  154/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.217
Epoch  38 Batch  155/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.221
Epoch  38 Batch  156/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.201
Epoch  38 Batch  157/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.209
Epoch  38 Batch  158/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.216
Epoch  38 Batch  159/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.177
Epoch  38 Batch  160/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.197
Epoch  38 Batch  161/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.231
Epoch  38 Batch  162/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.244
Epoch  38 Batch  163/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.243
Epoch  38 Batch  164/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.234
Epoch  38 Batch  165/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.903, Loss:  0.188
Epoch  38 Batch  166/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.256
Epoch  38 Batch  167/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.216
Epoch  38 Batch  168/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.241
Epoch  38 Batch  169/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.210
Epoch  38 Batch  170/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.912, Loss:  0.249
Epoch  38 Batch  171/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.200
Epoch  38 Batch  172/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.199
Epoch  38 Batch  173/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.224
Epoch  38 Batch  174/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.201
Epoch  38 Batch  175/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.191
Epoch  38 Batch  176/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.197
Epoch  38 Batch  177/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.892, Loss:  0.224
Epoch  38 Batch  178/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.191
Epoch  38 Batch  179/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.207
Epoch  38 Batch  180/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.197
Epoch  38 Batch  181/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.230
Epoch  38 Batch  182/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.881, Loss:  0.209
Epoch  38 Batch  183/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.881, Loss:  0.233
Epoch  38 Batch  184/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.206
Epoch  38 Batch  185/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.226
Epoch  38 Batch  186/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.881, Loss:  0.207
Epoch  38 Batch  187/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.877, Loss:  0.184
Epoch  38 Batch  188/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.878, Loss:  0.219
Epoch  38 Batch  189/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.878, Loss:  0.217
Epoch  38 Batch  190/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.879, Loss:  0.212
Epoch  38 Batch  191/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.883, Loss:  0.197
Epoch  38 Batch  192/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.884, Loss:  0.216
Epoch  38 Batch  193/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.888, Loss:  0.201
Epoch  38 Batch  194/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.887, Loss:  0.185
Epoch  38 Batch  195/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.891, Loss:  0.194
Epoch  38 Batch  196/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.211
Epoch  38 Batch  197/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.226
Epoch  38 Batch  198/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.210
Epoch  38 Batch  199/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.179
Epoch  38 Batch  200/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.207
Epoch  38 Batch  201/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.184
Epoch  38 Batch  202/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.200
Epoch  38 Batch  203/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.201
Epoch  38 Batch  204/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.882, Loss:  0.260
Epoch  38 Batch  205/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.213
Epoch  38 Batch  206/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.887, Loss:  0.184
Epoch  38 Batch  207/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.887, Loss:  0.191
Epoch  38 Batch  208/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.258
Epoch  38 Batch  209/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.888, Loss:  0.185
Epoch  38 Batch  210/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.199
Epoch  38 Batch  211/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.195
Epoch  38 Batch  212/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.180
Epoch  38 Batch  213/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.895, Loss:  0.182
Epoch  38 Batch  214/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.205
Epoch  38 Batch  215/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.897, Loss:  0.222
Epoch  38 Batch  216/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.212
Epoch  38 Batch  217/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.203
Epoch  38 Batch  218/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.228
Epoch  38 Batch  219/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.901, Loss:  0.208
Epoch  38 Batch  220/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.208
Epoch  38 Batch  221/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.196
Epoch  38 Batch  222/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.214
Epoch  38 Batch  223/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.901, Loss:  0.180
Epoch  38 Batch  224/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.229
Epoch  38 Batch  225/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.229
Epoch  38 Batch  226/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.195
Epoch  38 Batch  227/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.896, Loss:  0.238
Epoch  38 Batch  228/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.194
Epoch  38 Batch  229/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.219
Epoch  38 Batch  230/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.888, Loss:  0.188
Epoch  38 Batch  231/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.887, Loss:  0.227
Epoch  38 Batch  232/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.887, Loss:  0.209
Epoch  38 Batch  233/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.234
Epoch  38 Batch  234/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.882, Loss:  0.226
Epoch  38 Batch  235/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.882, Loss:  0.207
Epoch  38 Batch  236/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.881, Loss:  0.222
Epoch  38 Batch  237/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.882, Loss:  0.193
Epoch  38 Batch  238/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.881, Loss:  0.206
Epoch  38 Batch  239/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.881, Loss:  0.175
Epoch  38 Batch  240/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.887, Loss:  0.182
Epoch  38 Batch  241/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.888, Loss:  0.186
Epoch  38 Batch  242/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.220
Epoch  38 Batch  243/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.889, Loss:  0.218
Epoch  38 Batch  244/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.890, Loss:  0.205
Epoch  38 Batch  245/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.889, Loss:  0.184
Epoch  38 Batch  246/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.217
Epoch  38 Batch  247/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.202
Epoch  38 Batch  248/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.206
Epoch  38 Batch  249/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.221
Epoch  38 Batch  250/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.207
Epoch  38 Batch  251/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.214
Epoch  38 Batch  252/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.208
Epoch  38 Batch  253/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.902, Loss:  0.202
Epoch  38 Batch  254/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.217
Epoch  38 Batch  255/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.903, Loss:  0.210
Epoch  38 Batch  256/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.240
Epoch  38 Batch  257/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.899, Loss:  0.190
Epoch  38 Batch  258/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.209
Epoch  38 Batch  259/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.204
Epoch  38 Batch  260/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.183
Epoch  38 Batch  261/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.204
Epoch  38 Batch  262/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.194
Epoch  38 Batch  263/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.902, Loss:  0.204
Epoch  38 Batch  264/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.209
Epoch  38 Batch  265/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.199
Epoch  38 Batch  266/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.214
Epoch  38 Batch  267/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.901, Loss:  0.182
Epoch  38 Batch  268/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.218
Epoch  38 Batch  269/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.238
Epoch  38 Batch  270/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.233
Epoch  38 Batch  271/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.210
Epoch  38 Batch  272/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.263
Epoch  38 Batch  273/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.880, Loss:  0.182
Epoch  38 Batch  274/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.881, Loss:  0.214
Epoch  38 Batch  275/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.880, Loss:  0.219
Epoch  38 Batch  276/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.881, Loss:  0.259
Epoch  38 Batch  277/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.881, Loss:  0.178
Epoch  38 Batch  278/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.886, Loss:  0.230
Epoch  38 Batch  279/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.891, Loss:  0.233
Epoch  38 Batch  280/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.208
Epoch  38 Batch  281/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.890, Loss:  0.225
Epoch  38 Batch  282/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.261
Epoch  38 Batch  283/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.888, Loss:  0.214
Epoch  38 Batch  284/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.225
Epoch  38 Batch  285/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.210
Epoch  38 Batch  286/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.179
Epoch  38 Batch  287/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.208
Epoch  38 Batch  288/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.229
Epoch  38 Batch  289/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.223
Epoch  38 Batch  290/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.247
Epoch  38 Batch  291/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.237
Epoch  38 Batch  292/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.893, Loss:  0.200
Epoch  38 Batch  293/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.220
Epoch  38 Batch  294/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.221
Epoch  38 Batch  295/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.237
Epoch  38 Batch  296/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.888, Loss:  0.204
Epoch  38 Batch  297/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.888, Loss:  0.243
Epoch  38 Batch  298/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.217
Epoch  38 Batch  299/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.211
Epoch  38 Batch  300/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.899, Loss:  0.190
Epoch  38 Batch  301/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.204
Epoch  38 Batch  302/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.210
Epoch  38 Batch  303/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.895, Loss:  0.229
Epoch  38 Batch  304/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.894, Loss:  0.206
Epoch  38 Batch  305/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.202
Epoch  38 Batch  306/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.206
Epoch  38 Batch  307/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.208
Epoch  38 Batch  308/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.230
Epoch  38 Batch  309/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.213
Epoch  38 Batch  310/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.229
Epoch  38 Batch  311/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.202
Epoch  38 Batch  312/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.901, Loss:  0.249
Epoch  38 Batch  313/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.204
Epoch  38 Batch  314/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.203
Epoch  38 Batch  315/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.891, Loss:  0.208
Epoch  38 Batch  316/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.182
Epoch  38 Batch  317/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.227
Epoch  38 Batch  318/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.212
Epoch  38 Batch  319/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.894, Loss:  0.232
Epoch  38 Batch  320/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.210
Epoch  38 Batch  321/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.889, Loss:  0.216
Epoch  38 Batch  322/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.886, Loss:  0.183
Epoch  38 Batch  323/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.882, Loss:  0.210
Epoch  38 Batch  324/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.881, Loss:  0.209
Epoch  38 Batch  325/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.881, Loss:  0.209
Epoch  38 Batch  326/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.881, Loss:  0.205
Epoch  38 Batch  327/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.880, Loss:  0.244
Epoch  38 Batch  328/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.225
Epoch  38 Batch  329/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.231
Epoch  38 Batch  330/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.892, Loss:  0.217
Epoch  38 Batch  331/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.216
Epoch  38 Batch  332/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.891, Loss:  0.189
Epoch  38 Batch  333/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.891, Loss:  0.190
Epoch  38 Batch  334/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.886, Loss:  0.197
Epoch  38 Batch  335/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.886, Loss:  0.211
Epoch  38 Batch  336/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.892, Loss:  0.246
Epoch  38 Batch  337/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.892, Loss:  0.230
Epoch  38 Batch  338/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.892, Loss:  0.231
Epoch  38 Batch  339/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.897, Loss:  0.195
Epoch  38 Batch  340/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.205
Epoch  38 Batch  341/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.897, Loss:  0.251
Epoch  38 Batch  342/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.195
Epoch  38 Batch  343/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.203
Epoch  38 Batch  344/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.913, Loss:  0.199
Epoch  38 Batch  345/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.213
Epoch  38 Batch  346/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.191
Epoch  38 Batch  347/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.180
Epoch  38 Batch  348/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.196
Epoch  38 Batch  349/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.200
Epoch  38 Batch  350/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.210
Epoch  38 Batch  351/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.202
Epoch  38 Batch  352/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.214
Epoch  38 Batch  353/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.232
Epoch  38 Batch  354/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.884, Loss:  0.234
Epoch  38 Batch  355/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.882, Loss:  0.223
Epoch  38 Batch  356/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.882, Loss:  0.206
Epoch  38 Batch  357/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.195
Epoch  38 Batch  358/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.891, Loss:  0.215
Epoch  38 Batch  359/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.212
Epoch  38 Batch  360/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.209
Epoch  38 Batch  361/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.227
Epoch  38 Batch  362/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.895, Loss:  0.214
Epoch  38 Batch  363/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.213
Epoch  38 Batch  364/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.224
Epoch  38 Batch  365/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.188
Epoch  38 Batch  366/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.186
Epoch  38 Batch  367/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.891, Loss:  0.174
Epoch  38 Batch  368/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.891, Loss:  0.218
Epoch  38 Batch  369/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.190
Epoch  38 Batch  370/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.891, Loss:  0.214
Epoch  38 Batch  371/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.213
Epoch  38 Batch  372/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.189
Epoch  38 Batch  373/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.892, Loss:  0.186
Epoch  38 Batch  374/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.892, Loss:  0.236
Epoch  38 Batch  375/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.893, Loss:  0.198
Epoch  38 Batch  376/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.211
Epoch  38 Batch  377/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.226
Epoch  38 Batch  378/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.886, Loss:  0.182
Epoch  38 Batch  379/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.884, Loss:  0.233
Epoch  38 Batch  380/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.881, Loss:  0.214
Epoch  38 Batch  381/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.234
Epoch  38 Batch  382/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.263
Epoch  38 Batch  383/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.205
Epoch  38 Batch  384/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.884, Loss:  0.193
Epoch  38 Batch  385/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.883, Loss:  0.219
Epoch  38 Batch  386/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.882, Loss:  0.205
Epoch  38 Batch  387/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.884, Loss:  0.216
Epoch  38 Batch  388/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.890, Loss:  0.211
Epoch  38 Batch  389/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.214
Epoch  38 Batch  390/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.891, Loss:  0.229
Epoch  38 Batch  391/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.218
Epoch  38 Batch  392/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.216
Epoch  38 Batch  393/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.205
Epoch  38 Batch  394/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.222
Epoch  38 Batch  395/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.888, Loss:  0.202
Epoch  38 Batch  396/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.889, Loss:  0.226
Epoch  38 Batch  397/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.884, Loss:  0.213
Epoch  38 Batch  398/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.888, Loss:  0.231
Epoch  38 Batch  399/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.893, Loss:  0.214
Epoch  38 Batch  400/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.240
Epoch  38 Batch  401/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.199
Epoch  38 Batch  402/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.176
Epoch  38 Batch  403/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.246
Epoch  38 Batch  404/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.200
Epoch  38 Batch  405/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.229
Epoch  38 Batch  406/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.901, Loss:  0.193
Epoch  38 Batch  407/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.226
Epoch  38 Batch  408/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.225
Epoch  38 Batch  409/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.235
Epoch  38 Batch  410/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.245
Epoch  38 Batch  411/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.205
Epoch  38 Batch  412/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.907, Loss:  0.188
Epoch  38 Batch  413/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.216
Epoch  38 Batch  414/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.215
Epoch  38 Batch  415/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.189
Epoch  38 Batch  416/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.222
Epoch  38 Batch  417/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.251
Epoch  38 Batch  418/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.908, Loss:  0.185
Epoch  38 Batch  419/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.224
Epoch  38 Batch  420/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.201
Epoch  38 Batch  421/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.240
Epoch  38 Batch  422/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.196
Epoch  38 Batch  423/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.896, Loss:  0.211
Epoch  38 Batch  424/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.214
Epoch  38 Batch  425/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.199
Epoch  38 Batch  426/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.244
Epoch  38 Batch  427/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.212
Epoch  38 Batch  428/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.901, Loss:  0.195
Epoch  38 Batch  429/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.203
Epoch  38 Batch  430/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.178
Epoch  38 Batch  431/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.197
Epoch  38 Batch  432/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.194
Epoch  38 Batch  433/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.194
Epoch  38 Batch  434/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.896, Loss:  0.197
Epoch  38 Batch  435/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.895, Loss:  0.190
Epoch  38 Batch  436/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.197
Epoch  38 Batch  437/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.200
Epoch  38 Batch  438/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.217
Epoch  38 Batch  439/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.233
Epoch  38 Batch  440/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.896, Loss:  0.228
Epoch  38 Batch  441/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.207
Epoch  38 Batch  442/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.205
Epoch  38 Batch  443/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.895, Loss:  0.195
Epoch  38 Batch  444/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.183
Epoch  38 Batch  445/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.206
Epoch  38 Batch  446/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.895, Loss:  0.175
Epoch  38 Batch  447/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.207
Epoch  38 Batch  448/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.890, Loss:  0.240
Epoch  38 Batch  449/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.209
Epoch  38 Batch  450/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.895, Loss:  0.199
Epoch  38 Batch  451/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.197
Epoch  38 Batch  452/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.223
Epoch  38 Batch  453/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.899, Loss:  0.188
Epoch  38 Batch  454/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.213
Epoch  38 Batch  455/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.896, Loss:  0.205
Epoch  38 Batch  456/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.892, Loss:  0.200
Epoch  38 Batch  457/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.186
Epoch  38 Batch  458/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.886, Loss:  0.220
Epoch  38 Batch  459/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.885, Loss:  0.205
Epoch  38 Batch  460/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.885, Loss:  0.217
Epoch  38 Batch  461/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.202
Epoch  38 Batch  462/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.200
Epoch  38 Batch  463/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.237
Epoch  38 Batch  464/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.201
Epoch  38 Batch  465/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.892, Loss:  0.240
Epoch  38 Batch  466/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.888, Loss:  0.191
Epoch  38 Batch  467/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.887, Loss:  0.201
Epoch  38 Batch  468/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.889, Loss:  0.218
Epoch  38 Batch  469/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.889, Loss:  0.199
Epoch  38 Batch  470/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.207
Epoch  38 Batch  471/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.890, Loss:  0.190
Epoch  38 Batch  472/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.894, Loss:  0.203
Epoch  38 Batch  473/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.214
Epoch  38 Batch  474/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.228
Epoch  38 Batch  475/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.200
Epoch  38 Batch  476/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.196
Epoch  38 Batch  477/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.217
Epoch  38 Batch  478/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.226
Epoch  38 Batch  479/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.233
Epoch  38 Batch  480/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.227
Epoch  38 Batch  481/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.202
Epoch  38 Batch  482/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.223
Epoch  38 Batch  483/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.210
Epoch  38 Batch  484/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.212
Epoch  38 Batch  485/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.901, Loss:  0.213
Epoch  38 Batch  486/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.194
Epoch  38 Batch  487/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.217
Epoch  38 Batch  488/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.214
Epoch  38 Batch  489/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.197
Epoch  38 Batch  490/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.896, Loss:  0.206
Epoch  38 Batch  491/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.886, Loss:  0.236
Epoch  38 Batch  492/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.231
Epoch  38 Batch  493/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.883, Loss:  0.188
Epoch  38 Batch  494/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.888, Loss:  0.197
Epoch  38 Batch  495/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.211
Epoch  38 Batch  496/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.210
Epoch  38 Batch  497/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.242
Epoch  38 Batch  498/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.891, Loss:  0.211
Epoch  38 Batch  499/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.181
Epoch  38 Batch  500/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.202
Epoch  38 Batch  501/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.192
Epoch  38 Batch  502/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.887, Loss:  0.195
Epoch  38 Batch  503/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.887, Loss:  0.205
Epoch  38 Batch  504/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.887, Loss:  0.234
Epoch  38 Batch  505/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.888, Loss:  0.176
Epoch  38 Batch  506/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.209
Epoch  38 Batch  507/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.893, Loss:  0.200
Epoch  38 Batch  508/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.186
Epoch  38 Batch  509/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.892, Loss:  0.246
Epoch  38 Batch  510/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.211
Epoch  38 Batch  511/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.213
Epoch  38 Batch  512/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.890, Loss:  0.204
Epoch  38 Batch  513/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.211
Epoch  38 Batch  514/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.892, Loss:  0.213
Epoch  38 Batch  515/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.891, Loss:  0.211
Epoch  38 Batch  516/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.193
Epoch  38 Batch  517/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.892, Loss:  0.203
Epoch  38 Batch  518/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.892, Loss:  0.179
Epoch  38 Batch  519/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.886, Loss:  0.215
Epoch  38 Batch  520/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.886, Loss:  0.184
Epoch  38 Batch  521/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.885, Loss:  0.215
Epoch  38 Batch  522/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.882, Loss:  0.229
Epoch  38 Batch  523/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.887, Loss:  0.212
Epoch  38 Batch  524/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.225
Epoch  38 Batch  525/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.889, Loss:  0.222
Epoch  38 Batch  526/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.892, Loss:  0.192
Epoch  38 Batch  527/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.888, Loss:  0.211
Epoch  38 Batch  528/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.205
Epoch  38 Batch  529/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.204
Epoch  38 Batch  530/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.236
Epoch  38 Batch  531/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.208
Epoch  38 Batch  532/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.896, Loss:  0.248
Epoch  38 Batch  533/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.237
Epoch  38 Batch  534/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.209
Epoch  38 Batch  535/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.205
Epoch  38 Batch  536/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.191
Epoch  38 Batch  537/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.191
Epoch  38 Batch  538/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.179
Epoch  38 Batch  539/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.891, Loss:  0.227
Epoch  38 Batch  540/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.889, Loss:  0.197
Epoch  38 Batch  541/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.208
Epoch  38 Batch  542/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.884, Loss:  0.209
Epoch  38 Batch  543/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.221
Epoch  38 Batch  544/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.889, Loss:  0.175
Epoch  38 Batch  545/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.890, Loss:  0.235
Epoch  38 Batch  546/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.885, Loss:  0.211
Epoch  38 Batch  547/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.884, Loss:  0.215
Epoch  38 Batch  548/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.883, Loss:  0.228
Epoch  38 Batch  549/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.883, Loss:  0.248
Epoch  38 Batch  550/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.878, Loss:  0.222
Epoch  38 Batch  551/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.876, Loss:  0.239
Epoch  38 Batch  552/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.886, Loss:  0.227
Epoch  38 Batch  553/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.236
Epoch  38 Batch  554/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.887, Loss:  0.190
Epoch  38 Batch  555/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.888, Loss:  0.216
Epoch  38 Batch  556/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.184
Epoch  38 Batch  557/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.202
Epoch  38 Batch  558/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.192
Epoch  38 Batch  559/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.214
Epoch  38 Batch  560/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.189
Epoch  38 Batch  561/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.884, Loss:  0.190
Epoch  38 Batch  562/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.885, Loss:  0.207
Epoch  38 Batch  563/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.885, Loss:  0.240
Epoch  38 Batch  564/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.884, Loss:  0.231
Epoch  38 Batch  565/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.237
Epoch  38 Batch  566/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.888, Loss:  0.240
Epoch  38 Batch  567/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.236
Epoch  38 Batch  568/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.215
Epoch  38 Batch  569/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.892, Loss:  0.229
Epoch  38 Batch  570/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.239
Epoch  38 Batch  571/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.892, Loss:  0.188
Epoch  38 Batch  572/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.186
Epoch  38 Batch  573/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.221
Epoch  38 Batch  574/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.227
Epoch  38 Batch  575/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.206
Epoch  38 Batch  576/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.897, Loss:  0.185
Epoch  38 Batch  577/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.226
Epoch  38 Batch  578/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.896, Loss:  0.249
Epoch  38 Batch  579/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.199
Epoch  38 Batch  580/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.187
Epoch  38 Batch  581/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.888, Loss:  0.173
Epoch  38 Batch  582/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.888, Loss:  0.194
Epoch  38 Batch  583/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.241
Epoch  38 Batch  584/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.210
Epoch  38 Batch  585/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.193
Epoch  38 Batch  586/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.889, Loss:  0.215
Epoch  38 Batch  587/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.209
Epoch  38 Batch  588/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.190
Epoch  38 Batch  589/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.887, Loss:  0.213
Epoch  38 Batch  590/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.214
Epoch  38 Batch  591/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.204
Epoch  38 Batch  592/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.887, Loss:  0.218
Epoch  38 Batch  593/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.203
Epoch  38 Batch  594/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.890, Loss:  0.220
Epoch  38 Batch  595/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.218
Epoch  38 Batch  596/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.221
Epoch  38 Batch  597/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.204
Epoch  38 Batch  598/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.205
Epoch  38 Batch  599/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.890, Loss:  0.273
Epoch  38 Batch  600/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.204
Epoch  38 Batch  601/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.890, Loss:  0.200
Epoch  38 Batch  602/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.890, Loss:  0.227
Epoch  38 Batch  603/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.214
Epoch  38 Batch  604/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.889, Loss:  0.214
Epoch  38 Batch  605/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.233
Epoch  38 Batch  606/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.177
Epoch  38 Batch  607/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.208
Epoch  38 Batch  608/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.219
Epoch  38 Batch  609/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.893, Loss:  0.238
Epoch  38 Batch  610/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.216
Epoch  38 Batch  611/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.201
Epoch  38 Batch  612/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.895, Loss:  0.182
Epoch  38 Batch  613/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.239
Epoch  38 Batch  614/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.199
Epoch  38 Batch  615/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.204
Epoch  38 Batch  616/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.209
Epoch  38 Batch  617/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.190
Epoch  38 Batch  618/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.194
Epoch  38 Batch  619/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.193
Epoch  38 Batch  620/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.899, Loss:  0.191
Epoch  38 Batch  621/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.898, Loss:  0.217
Epoch  38 Batch  622/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.223
Epoch  38 Batch  623/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.224
Epoch  38 Batch  624/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.899, Loss:  0.202
Epoch  38 Batch  625/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.195
Epoch  38 Batch  626/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.190
Epoch  38 Batch  627/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.208
Epoch  38 Batch  628/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.215
Epoch  38 Batch  629/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.216
Epoch  38 Batch  630/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.210
Epoch  38 Batch  631/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.228
Epoch  38 Batch  632/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.901, Loss:  0.194
Epoch  38 Batch  633/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.223
Epoch  38 Batch  634/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.185
Epoch  38 Batch  635/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.901, Loss:  0.275
Epoch  38 Batch  636/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.206
Epoch  38 Batch  637/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.234
Epoch  38 Batch  638/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.192
Epoch  38 Batch  639/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.219
Epoch  38 Batch  640/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.205
Epoch  38 Batch  641/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.889, Loss:  0.214
Epoch  38 Batch  642/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.889, Loss:  0.213
Epoch  38 Batch  643/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.183
Epoch  38 Batch  644/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.206
Epoch  38 Batch  645/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.203
Epoch  38 Batch  646/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.211
Epoch  38 Batch  647/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.219
Epoch  38 Batch  648/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.199
Epoch  38 Batch  649/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.206
Epoch  38 Batch  650/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.209
Epoch  38 Batch  651/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.185
Epoch  38 Batch  652/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.222
Epoch  38 Batch  653/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.204
Epoch  38 Batch  654/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.190
Epoch  38 Batch  655/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.213
Epoch  38 Batch  656/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.214
Epoch  38 Batch  657/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.215
Epoch  38 Batch  658/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.204
Epoch  38 Batch  659/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.216
Epoch  38 Batch  660/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.220
Epoch  38 Batch  661/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.195
Epoch  38 Batch  662/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.183
Epoch  38 Batch  663/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.180
Epoch  38 Batch  664/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.897, Loss:  0.211
Epoch  38 Batch  665/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.216
Epoch  38 Batch  666/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.897, Loss:  0.223
Epoch  38 Batch  667/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.218
Epoch  38 Batch  668/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.198
Epoch  38 Batch  669/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.189
Epoch  38 Batch  670/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.217
Epoch  38 Batch  671/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.232
Epoch  38 Batch  672/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.206
Epoch  38 Batch  673/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.207
Epoch  38 Batch  674/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.903, Loss:  0.202
Epoch  38 Batch  675/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.228
Epoch  38 Batch  676/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.204
Epoch  38 Batch  677/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.902, Loss:  0.224
Epoch  38 Batch  678/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.185
Epoch  38 Batch  679/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.224
Epoch  38 Batch  680/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.182
Epoch  38 Batch  681/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.216
Epoch  38 Batch  682/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.211
Epoch  38 Batch  683/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.199
Epoch  38 Batch  684/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.209
Epoch  38 Batch  685/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.229
Epoch  38 Batch  686/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.890, Loss:  0.198
Epoch  38 Batch  687/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.223
Epoch  38 Batch  688/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.895, Loss:  0.199
Epoch  38 Batch  689/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.895, Loss:  0.186
Epoch  38 Batch  690/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.210
Epoch  38 Batch  691/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.231
Epoch  38 Batch  692/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.894, Loss:  0.215
Epoch  38 Batch  693/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.892, Loss:  0.249
Epoch  38 Batch  694/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.207
Epoch  38 Batch  695/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.174
Epoch  38 Batch  696/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.221
Epoch  38 Batch  697/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.204
Epoch  38 Batch  698/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.190
Epoch  38 Batch  699/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.204
Epoch  38 Batch  700/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.189
Epoch  38 Batch  701/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.215
Epoch  38 Batch  702/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.253
Epoch  38 Batch  703/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.202
Epoch  38 Batch  704/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.242
Epoch  38 Batch  705/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.218
Epoch  38 Batch  706/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.909, Loss:  0.230
Epoch  38 Batch  707/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.223
Epoch  38 Batch  708/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.909, Loss:  0.216
Epoch  38 Batch  709/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.908, Loss:  0.248
Epoch  38 Batch  710/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.197
Epoch  38 Batch  711/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.237
Epoch  38 Batch  712/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.204
Epoch  38 Batch  713/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.182
Epoch  38 Batch  714/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.223
Epoch  38 Batch  715/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.229
Epoch  38 Batch  716/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.893, Loss:  0.174
Epoch  38 Batch  717/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.893, Loss:  0.191
Epoch  38 Batch  718/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.200
Epoch  38 Batch  719/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.211
Epoch  38 Batch  720/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.895, Loss:  0.233
Epoch  38 Batch  721/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.208
Epoch  38 Batch  722/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.893, Loss:  0.205
Epoch  38 Batch  723/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.215
Epoch  38 Batch  724/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.216
Epoch  38 Batch  725/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.187
Epoch  38 Batch  726/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.209
Epoch  38 Batch  727/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.188
Epoch  38 Batch  728/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.898, Loss:  0.236
Epoch  38 Batch  729/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.221
Epoch  38 Batch  730/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.220
Epoch  38 Batch  731/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.903, Loss:  0.219
Epoch  38 Batch  732/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.899, Loss:  0.209
Epoch  38 Batch  733/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.220
Epoch  38 Batch  734/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.905, Loss:  0.242
Epoch  38 Batch  735/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.182
Epoch  38 Batch  736/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.184
Epoch  38 Batch  737/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.888, Loss:  0.231
Epoch  38 Batch  738/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.885, Loss:  0.189
Epoch  38 Batch  739/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.884, Loss:  0.196
Epoch  38 Batch  740/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.884, Loss:  0.198
Epoch  38 Batch  741/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.880, Loss:  0.221
Epoch  38 Batch  742/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.880, Loss:  0.223
Epoch  38 Batch  743/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.880, Loss:  0.211
Epoch  38 Batch  744/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.875, Loss:  0.213
Epoch  38 Batch  745/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.875, Loss:  0.198
Epoch  38 Batch  746/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.876, Loss:  0.206
Epoch  38 Batch  747/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.881, Loss:  0.189
Epoch  38 Batch  748/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.891, Loss:  0.202
Epoch  38 Batch  749/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.891, Loss:  0.215
Epoch  38 Batch  750/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.894, Loss:  0.213
Epoch  38 Batch  751/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.203
Epoch  38 Batch  752/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.192
Epoch  38 Batch  753/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.901, Loss:  0.198
Epoch  38 Batch  754/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.902, Loss:  0.221
Epoch  38 Batch  755/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.220
Epoch  38 Batch  756/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.204
Epoch  38 Batch  757/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.223
Epoch  38 Batch  758/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.186
Epoch  38 Batch  759/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.189
Epoch  38 Batch  760/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.208
Epoch  38 Batch  761/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.219
Epoch  38 Batch  762/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.189
Epoch  38 Batch  763/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.191
Epoch  38 Batch  764/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.217
Epoch  38 Batch  765/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.199
Epoch  38 Batch  766/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.909, Loss:  0.223
Epoch  38 Batch  767/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.191
Epoch  38 Batch  768/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.187
Epoch  38 Batch  769/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.908, Loss:  0.208
Epoch  38 Batch  770/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.907, Loss:  0.205
Epoch  38 Batch  771/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.208
Epoch  38 Batch  772/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.901, Loss:  0.215
Epoch  38 Batch  773/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.905, Loss:  0.191
Epoch  38 Batch  774/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.206
Epoch  38 Batch  775/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.213
Epoch  38 Batch  776/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.190
Epoch  38 Batch  777/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.902, Loss:  0.207
Epoch  38 Batch  778/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.205
Epoch  38 Batch  779/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.222
Epoch  38 Batch  780/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.898, Loss:  0.230
Epoch  38 Batch  781/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.903, Loss:  0.190
Epoch  38 Batch  782/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.207
Epoch  38 Batch  783/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.220
Epoch  38 Batch  784/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.200
Epoch  38 Batch  785/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.903, Loss:  0.195
Epoch  38 Batch  786/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.210
Epoch  38 Batch  787/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.193
Epoch  38 Batch  788/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.208
Epoch  38 Batch  789/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.208
Epoch  38 Batch  790/1077 - Train Accuracy:  0.850, Validation Accuracy:  0.902, Loss:  0.234
Epoch  38 Batch  791/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.204
Epoch  38 Batch  792/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.211
Epoch  38 Batch  793/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.209
Epoch  38 Batch  794/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.206
Epoch  38 Batch  795/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.227
Epoch  38 Batch  796/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.205
Epoch  38 Batch  797/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.196
Epoch  38 Batch  798/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.210
Epoch  38 Batch  799/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.238
Epoch  38 Batch  800/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.900, Loss:  0.200
Epoch  38 Batch  801/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.202
Epoch  38 Batch  802/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.225
Epoch  38 Batch  803/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.225
Epoch  38 Batch  804/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.210
Epoch  38 Batch  805/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.202
Epoch  38 Batch  806/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.190
Epoch  38 Batch  807/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.890, Loss:  0.181
Epoch  38 Batch  808/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.889, Loss:  0.226
Epoch  38 Batch  809/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.885, Loss:  0.229
Epoch  38 Batch  810/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.884, Loss:  0.188
Epoch  38 Batch  811/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.884, Loss:  0.190
Epoch  38 Batch  812/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.884, Loss:  0.243
Epoch  38 Batch  813/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.884, Loss:  0.196
Epoch  38 Batch  814/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.221
Epoch  38 Batch  815/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.203
Epoch  38 Batch  816/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.900, Loss:  0.212
Epoch  38 Batch  817/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.224
Epoch  38 Batch  818/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.216
Epoch  38 Batch  819/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.210
Epoch  38 Batch  820/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.900, Loss:  0.220
Epoch  38 Batch  821/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.209
Epoch  38 Batch  822/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.198
Epoch  38 Batch  823/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.204
Epoch  38 Batch  824/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.210
Epoch  38 Batch  825/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.202
Epoch  38 Batch  826/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.900, Loss:  0.175
Epoch  38 Batch  827/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.212
Epoch  38 Batch  828/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.186
Epoch  38 Batch  829/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.247
Epoch  38 Batch  830/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.213
Epoch  38 Batch  831/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.904, Loss:  0.211
Epoch  38 Batch  832/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.209
Epoch  38 Batch  833/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.217
Epoch  38 Batch  834/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.906, Loss:  0.215
Epoch  38 Batch  835/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.213
Epoch  38 Batch  836/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.202
Epoch  38 Batch  837/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.904, Loss:  0.246
Epoch  38 Batch  838/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.190
Epoch  38 Batch  839/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.188
Epoch  38 Batch  840/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.212
Epoch  38 Batch  841/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.238
Epoch  38 Batch  842/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.201
Epoch  38 Batch  843/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.209
Epoch  38 Batch  844/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.197
Epoch  38 Batch  845/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.189
Epoch  38 Batch  846/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.913, Loss:  0.226
Epoch  38 Batch  847/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.228
Epoch  38 Batch  848/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.223
Epoch  38 Batch  849/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.193
Epoch  38 Batch  850/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.233
Epoch  38 Batch  851/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.228
Epoch  38 Batch  852/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.229
Epoch  38 Batch  853/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.191
Epoch  38 Batch  854/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.227
Epoch  38 Batch  855/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.208
Epoch  38 Batch  856/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.205
Epoch  38 Batch  857/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.194
Epoch  38 Batch  858/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.189
Epoch  38 Batch  859/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.229
Epoch  38 Batch  860/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.214
Epoch  38 Batch  861/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.902, Loss:  0.205
Epoch  38 Batch  862/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.210
Epoch  38 Batch  863/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.187
Epoch  38 Batch  864/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.912, Loss:  0.194
Epoch  38 Batch  865/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.193
Epoch  38 Batch  866/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.227
Epoch  38 Batch  867/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.912, Loss:  0.265
Epoch  38 Batch  868/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.210
Epoch  38 Batch  869/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.205
Epoch  38 Batch  870/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.904, Loss:  0.208
Epoch  38 Batch  871/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.197
Epoch  38 Batch  872/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.190
Epoch  38 Batch  873/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.221
Epoch  38 Batch  874/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.904, Loss:  0.222
Epoch  38 Batch  875/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.219
Epoch  38 Batch  876/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.217
Epoch  38 Batch  877/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.191
Epoch  38 Batch  878/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.204
Epoch  38 Batch  879/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.173
Epoch  38 Batch  880/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.202
Epoch  38 Batch  881/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.227
Epoch  38 Batch  882/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.218
Epoch  38 Batch  883/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.908, Loss:  0.249
Epoch  38 Batch  884/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.199
Epoch  38 Batch  885/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.897, Loss:  0.181
Epoch  38 Batch  886/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.236
Epoch  38 Batch  887/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.214
Epoch  38 Batch  888/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.181
Epoch  38 Batch  889/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.211
Epoch  38 Batch  890/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.199
Epoch  38 Batch  891/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.223
Epoch  38 Batch  892/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.190
Epoch  38 Batch  893/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.213
Epoch  38 Batch  894/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.888, Loss:  0.196
Epoch  38 Batch  895/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.214
Epoch  38 Batch  896/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.219
Epoch  38 Batch  897/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.183
Epoch  38 Batch  898/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.899, Loss:  0.201
Epoch  38 Batch  899/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.217
Epoch  38 Batch  900/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.216
Epoch  38 Batch  901/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.225
Epoch  38 Batch  902/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.906, Loss:  0.228
Epoch  38 Batch  903/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.190
Epoch  38 Batch  904/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.204
Epoch  38 Batch  905/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.192
Epoch  38 Batch  906/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.202
Epoch  38 Batch  907/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.202
Epoch  38 Batch  908/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.225
Epoch  38 Batch  909/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.211
Epoch  38 Batch  910/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.202
Epoch  38 Batch  911/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.189
Epoch  38 Batch  912/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.219
Epoch  38 Batch  913/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.254
Epoch  38 Batch  914/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.232
Epoch  38 Batch  915/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.906, Loss:  0.203
Epoch  38 Batch  916/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.242
Epoch  38 Batch  917/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.210
Epoch  38 Batch  918/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.186
Epoch  38 Batch  919/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.197
Epoch  38 Batch  920/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.237
Epoch  38 Batch  921/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.230
Epoch  38 Batch  922/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.222
Epoch  38 Batch  923/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.194
Epoch  38 Batch  924/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.249
Epoch  38 Batch  925/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.200
Epoch  38 Batch  926/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.232
Epoch  38 Batch  927/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.243
Epoch  38 Batch  928/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.205
Epoch  38 Batch  929/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.232
Epoch  38 Batch  930/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.196
Epoch  38 Batch  931/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.204
Epoch  38 Batch  932/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.196
Epoch  38 Batch  933/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.216
Epoch  38 Batch  934/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.219
Epoch  38 Batch  935/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.894, Loss:  0.192
Epoch  38 Batch  936/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.211
Epoch  38 Batch  937/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.224
Epoch  38 Batch  938/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.236
Epoch  38 Batch  939/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.229
Epoch  38 Batch  940/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.201
Epoch  38 Batch  941/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.190
Epoch  38 Batch  942/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.216
Epoch  38 Batch  943/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.219
Epoch  38 Batch  944/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.193
Epoch  38 Batch  945/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.894, Loss:  0.180
Epoch  38 Batch  946/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.890, Loss:  0.189
Epoch  38 Batch  947/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.900, Loss:  0.235
Epoch  38 Batch  948/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.199
Epoch  38 Batch  949/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.183
Epoch  38 Batch  950/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.213
Epoch  38 Batch  951/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.902, Loss:  0.199
Epoch  38 Batch  952/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.902, Loss:  0.193
Epoch  38 Batch  953/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.907, Loss:  0.185
Epoch  38 Batch  954/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.204
Epoch  38 Batch  955/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.193
Epoch  38 Batch  956/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.891, Loss:  0.214
Epoch  38 Batch  957/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.886, Loss:  0.204
Epoch  38 Batch  958/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.887, Loss:  0.199
Epoch  38 Batch  959/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.892, Loss:  0.200
Epoch  38 Batch  960/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.894, Loss:  0.206
Epoch  38 Batch  961/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.894, Loss:  0.233
Epoch  38 Batch  962/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.889, Loss:  0.214
Epoch  38 Batch  963/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.253
Epoch  38 Batch  964/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.888, Loss:  0.196
Epoch  38 Batch  965/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.893, Loss:  0.224
Epoch  38 Batch  966/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.170
Epoch  38 Batch  967/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.206
Epoch  38 Batch  968/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.891, Loss:  0.224
Epoch  38 Batch  969/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.891, Loss:  0.253
Epoch  38 Batch  970/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.234
Epoch  38 Batch  971/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.893, Loss:  0.220
Epoch  38 Batch  972/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.217
Epoch  38 Batch  973/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.888, Loss:  0.180
Epoch  38 Batch  974/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.886, Loss:  0.198
Epoch  38 Batch  975/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.886, Loss:  0.221
Epoch  38 Batch  976/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.886, Loss:  0.196
Epoch  38 Batch  977/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.189
Epoch  38 Batch  978/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.234
Epoch  38 Batch  979/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.234
Epoch  38 Batch  980/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.228
Epoch  38 Batch  981/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.222
Epoch  38 Batch  982/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.198
Epoch  38 Batch  983/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.230
Epoch  38 Batch  984/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.906, Loss:  0.227
Epoch  38 Batch  985/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.186
Epoch  38 Batch  986/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.201
Epoch  38 Batch  987/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.912, Loss:  0.194
Epoch  38 Batch  988/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.227
Epoch  38 Batch  989/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.218
Epoch  38 Batch  990/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.912, Loss:  0.234
Epoch  38 Batch  991/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.216
Epoch  38 Batch  992/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.212
Epoch  38 Batch  993/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.897, Loss:  0.185
Epoch  38 Batch  994/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.221
Epoch  38 Batch  995/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.194
Epoch  38 Batch  996/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.220
Epoch  38 Batch  997/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.245
Epoch  38 Batch  998/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.208
Epoch  38 Batch  999/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.219
Epoch  38 Batch 1000/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.213
Epoch  38 Batch 1001/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.203
Epoch  38 Batch 1002/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.199
Epoch  38 Batch 1003/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.214
Epoch  38 Batch 1004/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.230
Epoch  38 Batch 1005/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.201
Epoch  38 Batch 1006/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.893, Loss:  0.173
Epoch  38 Batch 1007/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.893, Loss:  0.211
Epoch  38 Batch 1008/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.230
Epoch  38 Batch 1009/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.899, Loss:  0.189
Epoch  38 Batch 1010/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.901, Loss:  0.213
Epoch  38 Batch 1011/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.221
Epoch  38 Batch 1012/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.192
Epoch  38 Batch 1013/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.194
Epoch  38 Batch 1014/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.225
Epoch  38 Batch 1015/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.255
Epoch  38 Batch 1016/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.904, Loss:  0.228
Epoch  38 Batch 1017/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.910, Loss:  0.219
Epoch  38 Batch 1018/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.909, Loss:  0.205
Epoch  38 Batch 1019/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.267
Epoch  38 Batch 1020/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.904, Loss:  0.203
Epoch  38 Batch 1021/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.204
Epoch  38 Batch 1022/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.195
Epoch  38 Batch 1023/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.187
Epoch  38 Batch 1024/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.910, Loss:  0.240
Epoch  38 Batch 1025/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.901, Loss:  0.223
Epoch  38 Batch 1026/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.901, Loss:  0.192
Epoch  38 Batch 1027/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.901, Loss:  0.220
Epoch  38 Batch 1028/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.901, Loss:  0.202
Epoch  38 Batch 1029/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.205
Epoch  38 Batch 1030/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.204
Epoch  38 Batch 1031/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.893, Loss:  0.237
Epoch  38 Batch 1032/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.227
Epoch  38 Batch 1033/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.194
Epoch  38 Batch 1034/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.219
Epoch  38 Batch 1035/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.894, Loss:  0.178
Epoch  38 Batch 1036/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.232
Epoch  38 Batch 1037/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.210
Epoch  38 Batch 1038/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.888, Loss:  0.210
Epoch  38 Batch 1039/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.212
Epoch  38 Batch 1040/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.888, Loss:  0.231
Epoch  38 Batch 1041/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.889, Loss:  0.219
Epoch  38 Batch 1042/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.889, Loss:  0.203
Epoch  38 Batch 1043/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.889, Loss:  0.231
Epoch  38 Batch 1044/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.204
Epoch  38 Batch 1045/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.201
Epoch  38 Batch 1046/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.899, Loss:  0.187
Epoch  38 Batch 1047/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.899, Loss:  0.205
Epoch  38 Batch 1048/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.187
Epoch  38 Batch 1049/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.227
Epoch  38 Batch 1050/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.197
Epoch  38 Batch 1051/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.213
Epoch  38 Batch 1052/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.199
Epoch  38 Batch 1053/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.232
Epoch  38 Batch 1054/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.228
Epoch  38 Batch 1055/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.201
Epoch  38 Batch 1056/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.204
Epoch  38 Batch 1057/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.219
Epoch  38 Batch 1058/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.908, Loss:  0.216
Epoch  38 Batch 1059/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.908, Loss:  0.226
Epoch  38 Batch 1060/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.181
Epoch  38 Batch 1061/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.901, Loss:  0.243
Epoch  38 Batch 1062/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.203
Epoch  38 Batch 1063/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.228
Epoch  38 Batch 1064/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.209
Epoch  38 Batch 1065/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.200
Epoch  38 Batch 1066/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.192
Epoch  38 Batch 1067/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.893, Loss:  0.237
Epoch  38 Batch 1068/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.212
Epoch  38 Batch 1069/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.180
Epoch  38 Batch 1070/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.196
Epoch  38 Batch 1071/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.202
Epoch  38 Batch 1072/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.198
Epoch  38 Batch 1073/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.232
Epoch  38 Batch 1074/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.228
Epoch  38 Batch 1075/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.226
Epoch  39 Batch    0/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.200
Epoch  39 Batch    1/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.191
Epoch  39 Batch    2/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.906, Loss:  0.212
Epoch  39 Batch    3/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.192
Epoch  39 Batch    4/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.216
Epoch  39 Batch    5/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.224
Epoch  39 Batch    6/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.207
Epoch  39 Batch    7/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.202
Epoch  39 Batch    8/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.191
Epoch  39 Batch    9/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.203
Epoch  39 Batch   10/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.892, Loss:  0.205
Epoch  39 Batch   11/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.218
Epoch  39 Batch   12/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.890, Loss:  0.224
Epoch  39 Batch   13/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.890, Loss:  0.208
Epoch  39 Batch   14/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.890, Loss:  0.195
Epoch  39 Batch   15/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.886, Loss:  0.196
Epoch  39 Batch   16/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.213
Epoch  39 Batch   17/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.878, Loss:  0.199
Epoch  39 Batch   18/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.879, Loss:  0.212
Epoch  39 Batch   19/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.879, Loss:  0.200
Epoch  39 Batch   20/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.880, Loss:  0.189
Epoch  39 Batch   21/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.880, Loss:  0.231
Epoch  39 Batch   22/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.881, Loss:  0.214
Epoch  39 Batch   23/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.881, Loss:  0.194
Epoch  39 Batch   24/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.881, Loss:  0.205
Epoch  39 Batch   25/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.881, Loss:  0.200
Epoch  39 Batch   26/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.886, Loss:  0.229
Epoch  39 Batch   27/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.886, Loss:  0.190
Epoch  39 Batch   28/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.886, Loss:  0.197
Epoch  39 Batch   29/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.886, Loss:  0.200
Epoch  39 Batch   30/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.885, Loss:  0.192
Epoch  39 Batch   31/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.885, Loss:  0.201
Epoch  39 Batch   32/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.884, Loss:  0.208
Epoch  39 Batch   33/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.884, Loss:  0.192
Epoch  39 Batch   34/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.195
Epoch  39 Batch   35/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.213
Epoch  39 Batch   36/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.207
Epoch  39 Batch   37/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.897, Loss:  0.220
Epoch  39 Batch   38/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.214
Epoch  39 Batch   39/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.237
Epoch  39 Batch   40/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.194
Epoch  39 Batch   41/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.901, Loss:  0.202
Epoch  39 Batch   42/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.908, Loss:  0.236
Epoch  39 Batch   43/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.190
Epoch  39 Batch   44/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.206
Epoch  39 Batch   45/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.914, Loss:  0.212
Epoch  39 Batch   46/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.919, Loss:  0.225
Epoch  39 Batch   47/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.919, Loss:  0.219
Epoch  39 Batch   48/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.914, Loss:  0.273
Epoch  39 Batch   49/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.916, Loss:  0.210
Epoch  39 Batch   50/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.193
Epoch  39 Batch   51/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.195
Epoch  39 Batch   52/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.915, Loss:  0.216
Epoch  39 Batch   53/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.202
Epoch  39 Batch   54/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.254
Epoch  39 Batch   55/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.193
Epoch  39 Batch   56/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.183
Epoch  39 Batch   57/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.195
Epoch  39 Batch   58/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.188
Epoch  39 Batch   59/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.206
Epoch  39 Batch   60/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.170
Epoch  39 Batch   61/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.221
Epoch  39 Batch   62/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.219
Epoch  39 Batch   63/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.199
Epoch  39 Batch   64/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.196
Epoch  39 Batch   65/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.210
Epoch  39 Batch   66/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.904, Loss:  0.169
Epoch  39 Batch   67/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.206
Epoch  39 Batch   68/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.227
Epoch  39 Batch   69/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.899, Loss:  0.232
Epoch  39 Batch   70/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.899, Loss:  0.208
Epoch  39 Batch   71/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.186
Epoch  39 Batch   72/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.206
Epoch  39 Batch   73/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.197
Epoch  39 Batch   74/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.194
Epoch  39 Batch   75/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.238
Epoch  39 Batch   76/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.901, Loss:  0.179
Epoch  39 Batch   77/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.897, Loss:  0.205
Epoch  39 Batch   78/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.896, Loss:  0.205
Epoch  39 Batch   79/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.213
Epoch  39 Batch   80/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.214
Epoch  39 Batch   81/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.197
Epoch  39 Batch   82/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.187
Epoch  39 Batch   83/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.212
Epoch  39 Batch   84/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.223
Epoch  39 Batch   85/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.207
Epoch  39 Batch   86/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.211
Epoch  39 Batch   87/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.225
Epoch  39 Batch   88/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.905, Loss:  0.234
Epoch  39 Batch   89/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.216
Epoch  39 Batch   90/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.221
Epoch  39 Batch   91/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.178
Epoch  39 Batch   92/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.226
Epoch  39 Batch   93/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.221
Epoch  39 Batch   94/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.187
Epoch  39 Batch   95/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.235
Epoch  39 Batch   96/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.203
Epoch  39 Batch   97/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.899, Loss:  0.198
Epoch  39 Batch   98/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.197
Epoch  39 Batch   99/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.226
Epoch  39 Batch  100/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.194
Epoch  39 Batch  101/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.904, Loss:  0.235
Epoch  39 Batch  102/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.203
Epoch  39 Batch  103/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.230
Epoch  39 Batch  104/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.201
Epoch  39 Batch  105/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.220
Epoch  39 Batch  106/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.237
Epoch  39 Batch  107/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.215
Epoch  39 Batch  108/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.186
Epoch  39 Batch  109/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.899, Loss:  0.206
Epoch  39 Batch  110/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.181
Epoch  39 Batch  111/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.212
Epoch  39 Batch  112/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.189
Epoch  39 Batch  113/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.221
Epoch  39 Batch  114/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.198
Epoch  39 Batch  115/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.899, Loss:  0.224
Epoch  39 Batch  116/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.896, Loss:  0.225
Epoch  39 Batch  117/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.229
Epoch  39 Batch  118/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.896, Loss:  0.221
Epoch  39 Batch  119/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.218
Epoch  39 Batch  120/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.222
Epoch  39 Batch  121/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.215
Epoch  39 Batch  122/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.212
Epoch  39 Batch  123/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.182
Epoch  39 Batch  124/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.225
Epoch  39 Batch  125/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.204
Epoch  39 Batch  126/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.180
Epoch  39 Batch  127/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.211
Epoch  39 Batch  128/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.183
Epoch  39 Batch  129/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.213
Epoch  39 Batch  130/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.196
Epoch  39 Batch  131/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.193
Epoch  39 Batch  132/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.202
Epoch  39 Batch  133/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.181
Epoch  39 Batch  134/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.912, Loss:  0.192
Epoch  39 Batch  135/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.208
Epoch  39 Batch  136/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.200
Epoch  39 Batch  137/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.181
Epoch  39 Batch  138/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.214
Epoch  39 Batch  139/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.214
Epoch  39 Batch  140/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.900, Loss:  0.206
Epoch  39 Batch  141/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.198
Epoch  39 Batch  142/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.187
Epoch  39 Batch  143/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.211
Epoch  39 Batch  144/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.228
Epoch  39 Batch  145/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.239
Epoch  39 Batch  146/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.227
Epoch  39 Batch  147/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.902, Loss:  0.230
Epoch  39 Batch  148/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.213
Epoch  39 Batch  149/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.201
Epoch  39 Batch  150/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.190
Epoch  39 Batch  151/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.179
Epoch  39 Batch  152/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.217
Epoch  39 Batch  153/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.218
Epoch  39 Batch  154/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.200
Epoch  39 Batch  155/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.214
Epoch  39 Batch  156/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.214
Epoch  39 Batch  157/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.210
Epoch  39 Batch  158/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.205
Epoch  39 Batch  159/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.166
Epoch  39 Batch  160/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.185
Epoch  39 Batch  161/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.221
Epoch  39 Batch  162/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.250
Epoch  39 Batch  163/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.240
Epoch  39 Batch  164/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.231
Epoch  39 Batch  165/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.180
Epoch  39 Batch  166/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.224
Epoch  39 Batch  167/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.202
Epoch  39 Batch  168/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.245
Epoch  39 Batch  169/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.215
Epoch  39 Batch  170/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.896, Loss:  0.215
Epoch  39 Batch  171/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.895, Loss:  0.198
Epoch  39 Batch  172/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.199
Epoch  39 Batch  173/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.891, Loss:  0.226
Epoch  39 Batch  174/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.890, Loss:  0.194
Epoch  39 Batch  175/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.199
Epoch  39 Batch  176/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.892, Loss:  0.205
Epoch  39 Batch  177/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.892, Loss:  0.214
Epoch  39 Batch  178/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.892, Loss:  0.199
Epoch  39 Batch  179/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.210
Epoch  39 Batch  180/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.190
Epoch  39 Batch  181/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.227
Epoch  39 Batch  182/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.212
Epoch  39 Batch  183/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.909, Loss:  0.210
Epoch  39 Batch  184/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.179
Epoch  39 Batch  185/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.209
Epoch  39 Batch  186/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.207
Epoch  39 Batch  187/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.908, Loss:  0.181
Epoch  39 Batch  188/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.910, Loss:  0.193
Epoch  39 Batch  189/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.200
Epoch  39 Batch  190/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.195
Epoch  39 Batch  191/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.897, Loss:  0.180
Epoch  39 Batch  192/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.218
Epoch  39 Batch  193/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.200
Epoch  39 Batch  194/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.186
Epoch  39 Batch  195/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.190
Epoch  39 Batch  196/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.205
Epoch  39 Batch  197/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.207
Epoch  39 Batch  198/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.209
Epoch  39 Batch  199/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.185
Epoch  39 Batch  200/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.204
Epoch  39 Batch  201/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.183
Epoch  39 Batch  202/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.219
Epoch  39 Batch  203/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.205
Epoch  39 Batch  204/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.911, Loss:  0.254
Epoch  39 Batch  205/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.911, Loss:  0.222
Epoch  39 Batch  206/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.182
Epoch  39 Batch  207/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.214
Epoch  39 Batch  208/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.247
Epoch  39 Batch  209/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.914, Loss:  0.176
Epoch  39 Batch  210/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.219
Epoch  39 Batch  211/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.202
Epoch  39 Batch  212/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.186
Epoch  39 Batch  213/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.175
Epoch  39 Batch  214/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.196
Epoch  39 Batch  215/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.899, Loss:  0.219
Epoch  39 Batch  216/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.232
Epoch  39 Batch  217/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.190
Epoch  39 Batch  218/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.232
Epoch  39 Batch  219/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.900, Loss:  0.195
Epoch  39 Batch  220/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.202
Epoch  39 Batch  221/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.193
Epoch  39 Batch  222/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.899, Loss:  0.198
Epoch  39 Batch  223/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.899, Loss:  0.185
Epoch  39 Batch  224/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.224
Epoch  39 Batch  225/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.222
Epoch  39 Batch  226/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.186
Epoch  39 Batch  227/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.900, Loss:  0.228
Epoch  39 Batch  228/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.201
Epoch  39 Batch  229/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.900, Loss:  0.205
Epoch  39 Batch  230/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.190
Epoch  39 Batch  231/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.220
Epoch  39 Batch  232/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.211
Epoch  39 Batch  233/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.231
Epoch  39 Batch  234/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.899, Loss:  0.219
Epoch  39 Batch  235/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.903, Loss:  0.196
Epoch  39 Batch  236/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.225
Epoch  39 Batch  237/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.197
Epoch  39 Batch  238/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.194
Epoch  39 Batch  239/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.903, Loss:  0.172
Epoch  39 Batch  240/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.904, Loss:  0.181
Epoch  39 Batch  241/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.179
Epoch  39 Batch  242/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.180
Epoch  39 Batch  243/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.202
Epoch  39 Batch  244/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.187
Epoch  39 Batch  245/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.196
Epoch  39 Batch  246/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.207
Epoch  39 Batch  247/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.903, Loss:  0.198
Epoch  39 Batch  248/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.196
Epoch  39 Batch  249/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.199
Epoch  39 Batch  250/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.187
Epoch  39 Batch  251/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.212
Epoch  39 Batch  252/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.212
Epoch  39 Batch  253/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.216
Epoch  39 Batch  254/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.206
Epoch  39 Batch  255/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.903, Loss:  0.214
Epoch  39 Batch  256/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.242
Epoch  39 Batch  257/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.905, Loss:  0.213
Epoch  39 Batch  258/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.904, Loss:  0.202
Epoch  39 Batch  259/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.188
Epoch  39 Batch  260/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.182
Epoch  39 Batch  261/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.207
Epoch  39 Batch  262/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.200
Epoch  39 Batch  263/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.194
Epoch  39 Batch  264/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.211
Epoch  39 Batch  265/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.214
Epoch  39 Batch  266/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.194
Epoch  39 Batch  267/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.188
Epoch  39 Batch  268/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.228
Epoch  39 Batch  269/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.236
Epoch  39 Batch  270/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.910, Loss:  0.214
Epoch  39 Batch  271/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.196
Epoch  39 Batch  272/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.264
Epoch  39 Batch  273/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.192
Epoch  39 Batch  274/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.203
Epoch  39 Batch  275/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.227
Epoch  39 Batch  276/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.243
Epoch  39 Batch  277/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.900, Loss:  0.188
Epoch  39 Batch  278/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.900, Loss:  0.220
Epoch  39 Batch  279/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.900, Loss:  0.268
Epoch  39 Batch  280/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.213
Epoch  39 Batch  281/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.233
Epoch  39 Batch  282/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.903, Loss:  0.240
Epoch  39 Batch  283/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.209
Epoch  39 Batch  284/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.238
Epoch  39 Batch  285/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.213
Epoch  39 Batch  286/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.198
Epoch  39 Batch  287/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.204
Epoch  39 Batch  288/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.211
Epoch  39 Batch  289/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.214
Epoch  39 Batch  290/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.232
Epoch  39 Batch  291/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.242
Epoch  39 Batch  292/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.901, Loss:  0.193
Epoch  39 Batch  293/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.212
Epoch  39 Batch  294/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.206
Epoch  39 Batch  295/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.218
Epoch  39 Batch  296/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.188
Epoch  39 Batch  297/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.911, Loss:  0.231
Epoch  39 Batch  298/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.910, Loss:  0.218
Epoch  39 Batch  299/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.204
Epoch  39 Batch  300/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.907, Loss:  0.185
Epoch  39 Batch  301/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.190
Epoch  39 Batch  302/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.215
Epoch  39 Batch  303/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.227
Epoch  39 Batch  304/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.895, Loss:  0.212
Epoch  39 Batch  305/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.220
Epoch  39 Batch  306/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.222
Epoch  39 Batch  307/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.209
Epoch  39 Batch  308/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.236
Epoch  39 Batch  309/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.209
Epoch  39 Batch  310/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.899, Loss:  0.219
Epoch  39 Batch  311/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.894, Loss:  0.209
Epoch  39 Batch  312/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.894, Loss:  0.259
Epoch  39 Batch  313/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.207
Epoch  39 Batch  314/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.227
Epoch  39 Batch  315/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.902, Loss:  0.191
Epoch  39 Batch  316/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.190
Epoch  39 Batch  317/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.234
Epoch  39 Batch  318/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.210
Epoch  39 Batch  319/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.907, Loss:  0.220
Epoch  39 Batch  320/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.216
Epoch  39 Batch  321/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.901, Loss:  0.196
Epoch  39 Batch  322/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.901, Loss:  0.205
Epoch  39 Batch  323/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.208
Epoch  39 Batch  324/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.202
Epoch  39 Batch  325/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.209
Epoch  39 Batch  326/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.191
Epoch  39 Batch  327/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.912, Loss:  0.225
Epoch  39 Batch  328/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.247
Epoch  39 Batch  329/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.213
Epoch  39 Batch  330/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.910, Loss:  0.206
Epoch  39 Batch  331/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.213
Epoch  39 Batch  332/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.176
Epoch  39 Batch  333/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.899, Loss:  0.196
Epoch  39 Batch  334/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.198
Epoch  39 Batch  335/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.207
Epoch  39 Batch  336/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.236
Epoch  39 Batch  337/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.900, Loss:  0.239
Epoch  39 Batch  338/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.901, Loss:  0.232
Epoch  39 Batch  339/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.183
Epoch  39 Batch  340/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.204
Epoch  39 Batch  341/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.245
Epoch  39 Batch  342/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.196
Epoch  39 Batch  343/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.213
Epoch  39 Batch  344/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.911, Loss:  0.203
Epoch  39 Batch  345/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.200
Epoch  39 Batch  346/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.217
Epoch  39 Batch  347/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.905, Loss:  0.177
Epoch  39 Batch  348/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.188
Epoch  39 Batch  349/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.909, Loss:  0.202
Epoch  39 Batch  350/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.211
Epoch  39 Batch  351/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.220
Epoch  39 Batch  352/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.206
Epoch  39 Batch  353/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.901, Loss:  0.227
Epoch  39 Batch  354/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.905, Loss:  0.231
Epoch  39 Batch  355/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.219
Epoch  39 Batch  356/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.216
Epoch  39 Batch  357/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.902, Loss:  0.193
Epoch  39 Batch  358/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.898, Loss:  0.235
Epoch  39 Batch  359/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.210
Epoch  39 Batch  360/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.894, Loss:  0.223
Epoch  39 Batch  361/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.200
Epoch  39 Batch  362/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.229
Epoch  39 Batch  363/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.894, Loss:  0.220
Epoch  39 Batch  364/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.889, Loss:  0.237
Epoch  39 Batch  365/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.889, Loss:  0.175
Epoch  39 Batch  366/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.890, Loss:  0.190
Epoch  39 Batch  367/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.890, Loss:  0.170
Epoch  39 Batch  368/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.891, Loss:  0.192
Epoch  39 Batch  369/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.208
Epoch  39 Batch  370/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.890, Loss:  0.202
Epoch  39 Batch  371/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.886, Loss:  0.209
Epoch  39 Batch  372/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.891, Loss:  0.186
Epoch  39 Batch  373/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.176
Epoch  39 Batch  374/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.896, Loss:  0.234
Epoch  39 Batch  375/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.896, Loss:  0.211
Epoch  39 Batch  376/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.218
Epoch  39 Batch  377/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.216
Epoch  39 Batch  378/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.168
Epoch  39 Batch  379/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.901, Loss:  0.223
Epoch  39 Batch  380/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.211
Epoch  39 Batch  381/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.227
Epoch  39 Batch  382/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.252
Epoch  39 Batch  383/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.203
Epoch  39 Batch  384/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.192
Epoch  39 Batch  385/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.198
Epoch  39 Batch  386/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.900, Loss:  0.209
Epoch  39 Batch  387/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.211
Epoch  39 Batch  388/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.893, Loss:  0.204
Epoch  39 Batch  389/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.892, Loss:  0.205
Epoch  39 Batch  390/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.892, Loss:  0.234
Epoch  39 Batch  391/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.211
Epoch  39 Batch  392/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.892, Loss:  0.207
Epoch  39 Batch  393/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.888, Loss:  0.171
Epoch  39 Batch  394/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.888, Loss:  0.220
Epoch  39 Batch  395/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.889, Loss:  0.199
Epoch  39 Batch  396/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.883, Loss:  0.234
Epoch  39 Batch  397/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.204
Epoch  39 Batch  398/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.890, Loss:  0.232
Epoch  39 Batch  399/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.901, Loss:  0.222
Epoch  39 Batch  400/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.240
Epoch  39 Batch  401/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.897, Loss:  0.189
Epoch  39 Batch  402/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.205
Epoch  39 Batch  403/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.895, Loss:  0.209
Epoch  39 Batch  404/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.187
Epoch  39 Batch  405/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.209
Epoch  39 Batch  406/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.900, Loss:  0.192
Epoch  39 Batch  407/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.232
Epoch  39 Batch  408/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.219
Epoch  39 Batch  409/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.241
Epoch  39 Batch  410/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.219
Epoch  39 Batch  411/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.196
Epoch  39 Batch  412/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.892, Loss:  0.206
Epoch  39 Batch  413/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.191
Epoch  39 Batch  414/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.222
Epoch  39 Batch  415/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.214
Epoch  39 Batch  416/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.207
Epoch  39 Batch  417/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.265
Epoch  39 Batch  418/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.197
Epoch  39 Batch  419/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.890, Loss:  0.202
Epoch  39 Batch  420/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.890, Loss:  0.197
Epoch  39 Batch  421/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.231
Epoch  39 Batch  422/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.186
Epoch  39 Batch  423/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.239
Epoch  39 Batch  424/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.898, Loss:  0.194
Epoch  39 Batch  425/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.192
Epoch  39 Batch  426/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.211
Epoch  39 Batch  427/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.201
Epoch  39 Batch  428/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.175
Epoch  39 Batch  429/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.205
Epoch  39 Batch  430/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.191
Epoch  39 Batch  431/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.178
Epoch  39 Batch  432/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.215
Epoch  39 Batch  433/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.901, Loss:  0.220
Epoch  39 Batch  434/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.202
Epoch  39 Batch  435/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.214
Epoch  39 Batch  436/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.910, Loss:  0.180
Epoch  39 Batch  437/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.202
Epoch  39 Batch  438/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.213
Epoch  39 Batch  439/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.244
Epoch  39 Batch  440/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.915, Loss:  0.218
Epoch  39 Batch  441/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.912, Loss:  0.207
Epoch  39 Batch  442/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.195
Epoch  39 Batch  443/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.199
Epoch  39 Batch  444/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.188
Epoch  39 Batch  445/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.904, Loss:  0.234
Epoch  39 Batch  446/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.903, Loss:  0.159
Epoch  39 Batch  447/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.207
Epoch  39 Batch  448/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.907, Loss:  0.221
Epoch  39 Batch  449/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.220
Epoch  39 Batch  450/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.229
Epoch  39 Batch  451/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.203
Epoch  39 Batch  452/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.225
Epoch  39 Batch  453/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.194
Epoch  39 Batch  454/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.222
Epoch  39 Batch  455/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.209
Epoch  39 Batch  456/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.199
Epoch  39 Batch  457/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.209
Epoch  39 Batch  458/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.208
Epoch  39 Batch  459/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.202
Epoch  39 Batch  460/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.206
Epoch  39 Batch  461/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.895, Loss:  0.235
Epoch  39 Batch  462/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.890, Loss:  0.215
Epoch  39 Batch  463/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.894, Loss:  0.218
Epoch  39 Batch  464/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.200
Epoch  39 Batch  465/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.894, Loss:  0.247
Epoch  39 Batch  466/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.186
Epoch  39 Batch  467/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.222
Epoch  39 Batch  468/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.895, Loss:  0.211
Epoch  39 Batch  469/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.204
Epoch  39 Batch  470/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.199
Epoch  39 Batch  471/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.901, Loss:  0.186
Epoch  39 Batch  472/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.203
Epoch  39 Batch  473/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.228
Epoch  39 Batch  474/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.896, Loss:  0.206
Epoch  39 Batch  475/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.204
Epoch  39 Batch  476/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.209
Epoch  39 Batch  477/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.194
Epoch  39 Batch  478/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.231
Epoch  39 Batch  479/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.898, Loss:  0.229
Epoch  39 Batch  480/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.211
Epoch  39 Batch  481/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.211
Epoch  39 Batch  482/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.907, Loss:  0.234
Epoch  39 Batch  483/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.212
Epoch  39 Batch  484/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.905, Loss:  0.232
Epoch  39 Batch  485/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.197
Epoch  39 Batch  486/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.902, Loss:  0.201
Epoch  39 Batch  487/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.201
Epoch  39 Batch  488/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.196
Epoch  39 Batch  489/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.221
Epoch  39 Batch  490/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.219
Epoch  39 Batch  491/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.217
Epoch  39 Batch  492/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.218
Epoch  39 Batch  493/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.186
Epoch  39 Batch  494/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.208
Epoch  39 Batch  495/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.894, Loss:  0.192
Epoch  39 Batch  496/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.894, Loss:  0.222
Epoch  39 Batch  497/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.889, Loss:  0.238
Epoch  39 Batch  498/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.888, Loss:  0.206
Epoch  39 Batch  499/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.888, Loss:  0.196
Epoch  39 Batch  500/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.194
Epoch  39 Batch  501/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.182
Epoch  39 Batch  502/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.195
Epoch  39 Batch  503/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.894, Loss:  0.199
Epoch  39 Batch  504/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.894, Loss:  0.222
Epoch  39 Batch  505/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.895, Loss:  0.160
Epoch  39 Batch  506/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.895, Loss:  0.205
Epoch  39 Batch  507/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.895, Loss:  0.203
Epoch  39 Batch  508/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.189
Epoch  39 Batch  509/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.895, Loss:  0.227
Epoch  39 Batch  510/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.200
Epoch  39 Batch  511/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.894, Loss:  0.216
Epoch  39 Batch  512/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.895, Loss:  0.199
Epoch  39 Batch  513/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.212
Epoch  39 Batch  514/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.892, Loss:  0.212
Epoch  39 Batch  515/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.228
Epoch  39 Batch  516/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.192
Epoch  39 Batch  517/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.897, Loss:  0.201
Epoch  39 Batch  518/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.184
Epoch  39 Batch  519/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.896, Loss:  0.211
Epoch  39 Batch  520/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.897, Loss:  0.185
Epoch  39 Batch  521/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.892, Loss:  0.203
Epoch  39 Batch  522/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.896, Loss:  0.255
Epoch  39 Batch  523/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.213
Epoch  39 Batch  524/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.212
Epoch  39 Batch  525/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.197
Epoch  39 Batch  526/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.895, Loss:  0.202
Epoch  39 Batch  527/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.198
Epoch  39 Batch  528/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.890, Loss:  0.201
Epoch  39 Batch  529/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.208
Epoch  39 Batch  530/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.213
Epoch  39 Batch  531/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.190
Epoch  39 Batch  532/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.905, Loss:  0.226
Epoch  39 Batch  533/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.223
Epoch  39 Batch  534/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.200
Epoch  39 Batch  535/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.212
Epoch  39 Batch  536/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.905, Loss:  0.185
Epoch  39 Batch  537/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.191
Epoch  39 Batch  538/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.178
Epoch  39 Batch  539/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.899, Loss:  0.215
Epoch  39 Batch  540/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.188
Epoch  39 Batch  541/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.208
Epoch  39 Batch  542/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.202
Epoch  39 Batch  543/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.212
Epoch  39 Batch  544/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.193
Epoch  39 Batch  545/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.232
Epoch  39 Batch  546/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.202
Epoch  39 Batch  547/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.892, Loss:  0.192
Epoch  39 Batch  548/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.215
Epoch  39 Batch  549/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.905, Loss:  0.223
Epoch  39 Batch  550/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.906, Loss:  0.206
Epoch  39 Batch  551/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.223
Epoch  39 Batch  552/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.229
Epoch  39 Batch  553/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.248
Epoch  39 Batch  554/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.907, Loss:  0.213
Epoch  39 Batch  555/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.200
Epoch  39 Batch  556/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.206
Epoch  39 Batch  557/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.191
Epoch  39 Batch  558/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.197
Epoch  39 Batch  559/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.186
Epoch  39 Batch  560/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.200
Epoch  39 Batch  561/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.899, Loss:  0.194
Epoch  39 Batch  562/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.197
Epoch  39 Batch  563/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.890, Loss:  0.231
Epoch  39 Batch  564/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.891, Loss:  0.228
Epoch  39 Batch  565/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.233
Epoch  39 Batch  566/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.896, Loss:  0.264
Epoch  39 Batch  567/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.905, Loss:  0.196
Epoch  39 Batch  568/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.215
Epoch  39 Batch  569/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.212
Epoch  39 Batch  570/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.226
Epoch  39 Batch  571/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.186
Epoch  39 Batch  572/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.194
Epoch  39 Batch  573/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.228
Epoch  39 Batch  574/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.220
Epoch  39 Batch  575/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.213
Epoch  39 Batch  576/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.901, Loss:  0.201
Epoch  39 Batch  577/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.901, Loss:  0.220
Epoch  39 Batch  578/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.229
Epoch  39 Batch  579/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.203
Epoch  39 Batch  580/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.189
Epoch  39 Batch  581/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.900, Loss:  0.168
Epoch  39 Batch  582/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.898, Loss:  0.204
Epoch  39 Batch  583/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.231
Epoch  39 Batch  584/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.199
Epoch  39 Batch  585/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.174
Epoch  39 Batch  586/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.204
Epoch  39 Batch  587/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.188
Epoch  39 Batch  588/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.184
Epoch  39 Batch  589/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.895, Loss:  0.220
Epoch  39 Batch  590/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.208
Epoch  39 Batch  591/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.895, Loss:  0.206
Epoch  39 Batch  592/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.231
Epoch  39 Batch  593/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.228
Epoch  39 Batch  594/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.889, Loss:  0.212
Epoch  39 Batch  595/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.889, Loss:  0.203
Epoch  39 Batch  596/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.883, Loss:  0.235
Epoch  39 Batch  597/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.883, Loss:  0.196
Epoch  39 Batch  598/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.883, Loss:  0.187
Epoch  39 Batch  599/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.242
Epoch  39 Batch  600/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.886, Loss:  0.188
Epoch  39 Batch  601/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.886, Loss:  0.211
Epoch  39 Batch  602/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.218
Epoch  39 Batch  603/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.199
Epoch  39 Batch  604/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.887, Loss:  0.215
Epoch  39 Batch  605/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.216
Epoch  39 Batch  606/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.885, Loss:  0.184
Epoch  39 Batch  607/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.885, Loss:  0.213
Epoch  39 Batch  608/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.221
Epoch  39 Batch  609/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.889, Loss:  0.223
Epoch  39 Batch  610/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.236
Epoch  39 Batch  611/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.893, Loss:  0.221
Epoch  39 Batch  612/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.200
Epoch  39 Batch  613/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.230
Epoch  39 Batch  614/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.198
Epoch  39 Batch  615/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.215
Epoch  39 Batch  616/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.226
Epoch  39 Batch  617/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.893, Loss:  0.202
Epoch  39 Batch  618/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.893, Loss:  0.204
Epoch  39 Batch  619/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.188
Epoch  39 Batch  620/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.210
Epoch  39 Batch  621/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.895, Loss:  0.215
Epoch  39 Batch  622/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.215
Epoch  39 Batch  623/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.895, Loss:  0.218
Epoch  39 Batch  624/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.196
Epoch  39 Batch  625/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.188
Epoch  39 Batch  626/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.181
Epoch  39 Batch  627/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.200
Epoch  39 Batch  628/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.893, Loss:  0.225
Epoch  39 Batch  629/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.894, Loss:  0.217
Epoch  39 Batch  630/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.895, Loss:  0.213
Epoch  39 Batch  631/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.894, Loss:  0.228
Epoch  39 Batch  632/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.187
Epoch  39 Batch  633/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.894, Loss:  0.226
Epoch  39 Batch  634/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.889, Loss:  0.191
Epoch  39 Batch  635/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.261
Epoch  39 Batch  636/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.894, Loss:  0.197
Epoch  39 Batch  637/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.894, Loss:  0.206
Epoch  39 Batch  638/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.213
Epoch  39 Batch  639/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.897, Loss:  0.203
Epoch  39 Batch  640/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.198
Epoch  39 Batch  641/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.225
Epoch  39 Batch  642/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.214
Epoch  39 Batch  643/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.892, Loss:  0.179
Epoch  39 Batch  644/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.893, Loss:  0.208
Epoch  39 Batch  645/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.894, Loss:  0.193
Epoch  39 Batch  646/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.891, Loss:  0.208
Epoch  39 Batch  647/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.246
Epoch  39 Batch  648/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.891, Loss:  0.200
Epoch  39 Batch  649/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.216
Epoch  39 Batch  650/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.220
Epoch  39 Batch  651/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.198
Epoch  39 Batch  652/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.204
Epoch  39 Batch  653/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.229
Epoch  39 Batch  654/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.201
Epoch  39 Batch  655/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.895, Loss:  0.215
Epoch  39 Batch  656/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.895, Loss:  0.192
Epoch  39 Batch  657/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.227
Epoch  39 Batch  658/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.200
Epoch  39 Batch  659/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.209
Epoch  39 Batch  660/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.218
Epoch  39 Batch  661/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.899, Loss:  0.179
Epoch  39 Batch  662/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.899, Loss:  0.193
Epoch  39 Batch  663/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.185
Epoch  39 Batch  664/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.212
Epoch  39 Batch  665/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.213
Epoch  39 Batch  666/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.229
Epoch  39 Batch  667/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.216
Epoch  39 Batch  668/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.218
Epoch  39 Batch  669/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.200
Epoch  39 Batch  670/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.205
Epoch  39 Batch  671/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.219
Epoch  39 Batch  672/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.201
Epoch  39 Batch  673/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.894, Loss:  0.202
Epoch  39 Batch  674/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.893, Loss:  0.200
Epoch  39 Batch  675/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.211
Epoch  39 Batch  676/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.206
Epoch  39 Batch  677/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.897, Loss:  0.238
Epoch  39 Batch  678/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.892, Loss:  0.206
Epoch  39 Batch  679/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.231
Epoch  39 Batch  680/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.191
Epoch  39 Batch  681/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.192
Epoch  39 Batch  682/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.213
Epoch  39 Batch  683/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.198
Epoch  39 Batch  684/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.203
Epoch  39 Batch  685/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.208
Epoch  39 Batch  686/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.191
Epoch  39 Batch  687/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.220
Epoch  39 Batch  688/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.194
Epoch  39 Batch  689/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.894, Loss:  0.192
Epoch  39 Batch  690/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.894, Loss:  0.196
Epoch  39 Batch  691/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.222
Epoch  39 Batch  692/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.196
Epoch  39 Batch  693/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.899, Loss:  0.250
Epoch  39 Batch  694/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.215
Epoch  39 Batch  695/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.167
Epoch  39 Batch  696/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.231
Epoch  39 Batch  697/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.205
Epoch  39 Batch  698/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.183
Epoch  39 Batch  699/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.197
Epoch  39 Batch  700/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.898, Loss:  0.189
Epoch  39 Batch  701/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.223
Epoch  39 Batch  702/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.234
Epoch  39 Batch  703/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.207
Epoch  39 Batch  704/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.236
Epoch  39 Batch  705/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.896, Loss:  0.222
Epoch  39 Batch  706/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.255
Epoch  39 Batch  707/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.215
Epoch  39 Batch  708/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.196
Epoch  39 Batch  709/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.229
Epoch  39 Batch  710/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.174
Epoch  39 Batch  711/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.250
Epoch  39 Batch  712/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.897, Loss:  0.199
Epoch  39 Batch  713/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.181
Epoch  39 Batch  714/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.201
Epoch  39 Batch  715/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.243
Epoch  39 Batch  716/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.901, Loss:  0.176
Epoch  39 Batch  717/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.906, Loss:  0.195
Epoch  39 Batch  718/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.221
Epoch  39 Batch  719/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.907, Loss:  0.208
Epoch  39 Batch  720/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.906, Loss:  0.226
Epoch  39 Batch  721/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.199
Epoch  39 Batch  722/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.904, Loss:  0.205
Epoch  39 Batch  723/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.202
Epoch  39 Batch  724/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.238
Epoch  39 Batch  725/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.190
Epoch  39 Batch  726/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.202
Epoch  39 Batch  727/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.190
Epoch  39 Batch  728/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.217
Epoch  39 Batch  729/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.221
Epoch  39 Batch  730/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.207
Epoch  39 Batch  731/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.202
Epoch  39 Batch  732/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.225
Epoch  39 Batch  733/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.207
Epoch  39 Batch  734/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.238
Epoch  39 Batch  735/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.213
Epoch  39 Batch  736/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.198
Epoch  39 Batch  737/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.903, Loss:  0.212
Epoch  39 Batch  738/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.182
Epoch  39 Batch  739/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.201
Epoch  39 Batch  740/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.191
Epoch  39 Batch  741/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.908, Loss:  0.234
Epoch  39 Batch  742/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.198
Epoch  39 Batch  743/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.210
Epoch  39 Batch  744/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.200
Epoch  39 Batch  745/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.218
Epoch  39 Batch  746/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.904, Loss:  0.212
Epoch  39 Batch  747/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.899, Loss:  0.177
Epoch  39 Batch  748/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.207
Epoch  39 Batch  749/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.214
Epoch  39 Batch  750/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.237
Epoch  39 Batch  751/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.219
Epoch  39 Batch  752/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.176
Epoch  39 Batch  753/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.211
Epoch  39 Batch  754/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.214
Epoch  39 Batch  755/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.219
Epoch  39 Batch  756/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.196
Epoch  39 Batch  757/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.216
Epoch  39 Batch  758/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.179
Epoch  39 Batch  759/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.187
Epoch  39 Batch  760/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.208
Epoch  39 Batch  761/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.895, Loss:  0.217
Epoch  39 Batch  762/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.896, Loss:  0.193
Epoch  39 Batch  763/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.190
Epoch  39 Batch  764/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.219
Epoch  39 Batch  765/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.895, Loss:  0.194
Epoch  39 Batch  766/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.214
Epoch  39 Batch  767/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.187
Epoch  39 Batch  768/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.194
Epoch  39 Batch  769/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.211
Epoch  39 Batch  770/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.901, Loss:  0.191
Epoch  39 Batch  771/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.225
Epoch  39 Batch  772/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.900, Loss:  0.206
Epoch  39 Batch  773/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.187
Epoch  39 Batch  774/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.209
Epoch  39 Batch  775/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.216
Epoch  39 Batch  776/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.173
Epoch  39 Batch  777/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.903, Loss:  0.213
Epoch  39 Batch  778/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.193
Epoch  39 Batch  779/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.910, Loss:  0.199
Epoch  39 Batch  780/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.911, Loss:  0.214
Epoch  39 Batch  781/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.916, Loss:  0.176
Epoch  39 Batch  782/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.207
Epoch  39 Batch  783/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.226
Epoch  39 Batch  784/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.906, Loss:  0.197
Epoch  39 Batch  785/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.184
Epoch  39 Batch  786/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.195
Epoch  39 Batch  787/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.206
Epoch  39 Batch  788/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.190
Epoch  39 Batch  789/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.899, Loss:  0.222
Epoch  39 Batch  790/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.895, Loss:  0.233
Epoch  39 Batch  791/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.235
Epoch  39 Batch  792/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.893, Loss:  0.219
Epoch  39 Batch  793/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.893, Loss:  0.219
Epoch  39 Batch  794/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.205
Epoch  39 Batch  795/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.228
Epoch  39 Batch  796/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.191
Epoch  39 Batch  797/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.905, Loss:  0.204
Epoch  39 Batch  798/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.194
Epoch  39 Batch  799/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.222
Epoch  39 Batch  800/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.200
Epoch  39 Batch  801/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.215
Epoch  39 Batch  802/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.218
Epoch  39 Batch  803/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.214
Epoch  39 Batch  804/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.192
Epoch  39 Batch  805/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.228
Epoch  39 Batch  806/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.896, Loss:  0.200
Epoch  39 Batch  807/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.902, Loss:  0.188
Epoch  39 Batch  808/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.222
Epoch  39 Batch  809/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.234
Epoch  39 Batch  810/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.183
Epoch  39 Batch  811/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.184
Epoch  39 Batch  812/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.213
Epoch  39 Batch  813/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.202
Epoch  39 Batch  814/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.219
Epoch  39 Batch  815/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.202
Epoch  39 Batch  816/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.902, Loss:  0.217
Epoch  39 Batch  817/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.250
Epoch  39 Batch  818/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.219
Epoch  39 Batch  819/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.209
Epoch  39 Batch  820/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.899, Loss:  0.217
Epoch  39 Batch  821/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.201
Epoch  39 Batch  822/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.905, Loss:  0.199
Epoch  39 Batch  823/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.210
Epoch  39 Batch  824/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.200
Epoch  39 Batch  825/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.904, Loss:  0.203
Epoch  39 Batch  826/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.175
Epoch  39 Batch  827/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.222
Epoch  39 Batch  828/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.204
Epoch  39 Batch  829/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.223
Epoch  39 Batch  830/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.904, Loss:  0.205
Epoch  39 Batch  831/1077 - Train Accuracy:  0.845, Validation Accuracy:  0.903, Loss:  0.219
Epoch  39 Batch  832/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.207
Epoch  39 Batch  833/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.232
Epoch  39 Batch  834/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.207
Epoch  39 Batch  835/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.212
Epoch  39 Batch  836/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.219
Epoch  39 Batch  837/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.237
Epoch  39 Batch  838/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.199
Epoch  39 Batch  839/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.205
Epoch  39 Batch  840/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.196
Epoch  39 Batch  841/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.223
Epoch  39 Batch  842/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.192
Epoch  39 Batch  843/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.184
Epoch  39 Batch  844/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.897, Loss:  0.188
Epoch  39 Batch  845/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.195
Epoch  39 Batch  846/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.903, Loss:  0.251
Epoch  39 Batch  847/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.241
Epoch  39 Batch  848/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.209
Epoch  39 Batch  849/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.898, Loss:  0.199
Epoch  39 Batch  850/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.230
Epoch  39 Batch  851/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.227
Epoch  39 Batch  852/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.225
Epoch  39 Batch  853/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.199
Epoch  39 Batch  854/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.906, Loss:  0.217
Epoch  39 Batch  855/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.191
Epoch  39 Batch  856/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.225
Epoch  39 Batch  857/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.189
Epoch  39 Batch  858/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.191
Epoch  39 Batch  859/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.230
Epoch  39 Batch  860/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.205
Epoch  39 Batch  861/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.214
Epoch  39 Batch  862/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.906, Loss:  0.200
Epoch  39 Batch  863/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.205
Epoch  39 Batch  864/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.199
Epoch  39 Batch  865/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.208
Epoch  39 Batch  866/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.222
Epoch  39 Batch  867/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.895, Loss:  0.240
Epoch  39 Batch  868/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.225
Epoch  39 Batch  869/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.210
Epoch  39 Batch  870/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.904, Loss:  0.220
Epoch  39 Batch  871/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.190
Epoch  39 Batch  872/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.213
Epoch  39 Batch  873/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.208
Epoch  39 Batch  874/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.904, Loss:  0.222
Epoch  39 Batch  875/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.195
Epoch  39 Batch  876/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.212
Epoch  39 Batch  877/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.191
Epoch  39 Batch  878/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.195
Epoch  39 Batch  879/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.190
Epoch  39 Batch  880/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.195
Epoch  39 Batch  881/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.219
Epoch  39 Batch  882/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.208
Epoch  39 Batch  883/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.910, Loss:  0.250
Epoch  39 Batch  884/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.904, Loss:  0.204
Epoch  39 Batch  885/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.193
Epoch  39 Batch  886/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.229
Epoch  39 Batch  887/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.221
Epoch  39 Batch  888/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.198
Epoch  39 Batch  889/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.231
Epoch  39 Batch  890/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.200
Epoch  39 Batch  891/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.205
Epoch  39 Batch  892/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.177
Epoch  39 Batch  893/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.213
Epoch  39 Batch  894/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.900, Loss:  0.187
Epoch  39 Batch  895/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.197
Epoch  39 Batch  896/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.224
Epoch  39 Batch  897/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.189
Epoch  39 Batch  898/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.182
Epoch  39 Batch  899/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.218
Epoch  39 Batch  900/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.236
Epoch  39 Batch  901/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.900, Loss:  0.234
Epoch  39 Batch  902/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.232
Epoch  39 Batch  903/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.200
Epoch  39 Batch  904/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.191
Epoch  39 Batch  905/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.203
Epoch  39 Batch  906/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.197
Epoch  39 Batch  907/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.899, Loss:  0.196
Epoch  39 Batch  908/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.214
Epoch  39 Batch  909/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.211
Epoch  39 Batch  910/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.193
Epoch  39 Batch  911/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.201
Epoch  39 Batch  912/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.223
Epoch  39 Batch  913/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.246
Epoch  39 Batch  914/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.236
Epoch  39 Batch  915/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.900, Loss:  0.208
Epoch  39 Batch  916/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.209
Epoch  39 Batch  917/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.194
Epoch  39 Batch  918/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.194
Epoch  39 Batch  919/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.213
Epoch  39 Batch  920/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.232
Epoch  39 Batch  921/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.213
Epoch  39 Batch  922/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.199
Epoch  39 Batch  923/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.212
Epoch  39 Batch  924/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.248
Epoch  39 Batch  925/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.195
Epoch  39 Batch  926/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.902, Loss:  0.216
Epoch  39 Batch  927/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.227
Epoch  39 Batch  928/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.211
Epoch  39 Batch  929/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.208
Epoch  39 Batch  930/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.200
Epoch  39 Batch  931/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.203
Epoch  39 Batch  932/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.190
Epoch  39 Batch  933/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.211
Epoch  39 Batch  934/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.213
Epoch  39 Batch  935/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.212
Epoch  39 Batch  936/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.194
Epoch  39 Batch  937/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.224
Epoch  39 Batch  938/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.216
Epoch  39 Batch  939/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.894, Loss:  0.223
Epoch  39 Batch  940/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.889, Loss:  0.195
Epoch  39 Batch  941/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.885, Loss:  0.188
Epoch  39 Batch  942/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.885, Loss:  0.227
Epoch  39 Batch  943/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.885, Loss:  0.214
Epoch  39 Batch  944/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.886, Loss:  0.199
Epoch  39 Batch  945/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.887, Loss:  0.192
Epoch  39 Batch  946/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.887, Loss:  0.198
Epoch  39 Batch  947/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.887, Loss:  0.234
Epoch  39 Batch  948/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.201
Epoch  39 Batch  949/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.888, Loss:  0.179
Epoch  39 Batch  950/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.886, Loss:  0.210
Epoch  39 Batch  951/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.890, Loss:  0.215
Epoch  39 Batch  952/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.889, Loss:  0.203
Epoch  39 Batch  953/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.895, Loss:  0.194
Epoch  39 Batch  954/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.217
Epoch  39 Batch  955/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.214
Epoch  39 Batch  956/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.896, Loss:  0.203
Epoch  39 Batch  957/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.196
Epoch  39 Batch  958/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.223
Epoch  39 Batch  959/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.182
Epoch  39 Batch  960/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.905, Loss:  0.186
Epoch  39 Batch  961/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.202
Epoch  39 Batch  962/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.194
Epoch  39 Batch  963/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.899, Loss:  0.229
Epoch  39 Batch  964/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.200
Epoch  39 Batch  965/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.230
Epoch  39 Batch  966/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.174
Epoch  39 Batch  967/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.207
Epoch  39 Batch  968/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.900, Loss:  0.250
Epoch  39 Batch  969/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.234
Epoch  39 Batch  970/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.230
Epoch  39 Batch  971/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.208
Epoch  39 Batch  972/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.198
Epoch  39 Batch  973/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.185
Epoch  39 Batch  974/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.188
Epoch  39 Batch  975/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.206
Epoch  39 Batch  976/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.188
Epoch  39 Batch  977/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.180
Epoch  39 Batch  978/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.214
Epoch  39 Batch  979/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.221
Epoch  39 Batch  980/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.209
Epoch  39 Batch  981/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.907, Loss:  0.199
Epoch  39 Batch  982/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.908, Loss:  0.206
Epoch  39 Batch  983/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.197
Epoch  39 Batch  984/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.902, Loss:  0.214
Epoch  39 Batch  985/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.189
Epoch  39 Batch  986/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.217
Epoch  39 Batch  987/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.900, Loss:  0.204
Epoch  39 Batch  988/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.212
Epoch  39 Batch  989/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.229
Epoch  39 Batch  990/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.229
Epoch  39 Batch  991/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.207
Epoch  39 Batch  992/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.198
Epoch  39 Batch  993/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.191
Epoch  39 Batch  994/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.912, Loss:  0.206
Epoch  39 Batch  995/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.210
Epoch  39 Batch  996/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.182
Epoch  39 Batch  997/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.914, Loss:  0.214
Epoch  39 Batch  998/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.198
Epoch  39 Batch  999/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.208
Epoch  39 Batch 1000/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.201
Epoch  39 Batch 1001/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.192
Epoch  39 Batch 1002/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.189
Epoch  39 Batch 1003/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.203
Epoch  39 Batch 1004/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.221
Epoch  39 Batch 1005/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.208
Epoch  39 Batch 1006/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.170
Epoch  39 Batch 1007/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.900, Loss:  0.207
Epoch  39 Batch 1008/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.263
Epoch  39 Batch 1009/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.899, Loss:  0.185
Epoch  39 Batch 1010/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.898, Loss:  0.204
Epoch  39 Batch 1011/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.893, Loss:  0.204
Epoch  39 Batch 1012/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.895, Loss:  0.191
Epoch  39 Batch 1013/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.196
Epoch  39 Batch 1014/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.216
Epoch  39 Batch 1015/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.899, Loss:  0.240
Epoch  39 Batch 1016/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.231
Epoch  39 Batch 1017/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.202
Epoch  39 Batch 1018/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.912, Loss:  0.199
Epoch  39 Batch 1019/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.906, Loss:  0.238
Epoch  39 Batch 1020/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.902, Loss:  0.195
Epoch  39 Batch 1021/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.193
Epoch  39 Batch 1022/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.188
Epoch  39 Batch 1023/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.187
Epoch  39 Batch 1024/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.904, Loss:  0.230
Epoch  39 Batch 1025/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.904, Loss:  0.202
Epoch  39 Batch 1026/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.900, Loss:  0.193
Epoch  39 Batch 1027/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.221
Epoch  39 Batch 1028/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.203
Epoch  39 Batch 1029/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.204
Epoch  39 Batch 1030/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.219
Epoch  39 Batch 1031/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.204
Epoch  39 Batch 1032/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.224
Epoch  39 Batch 1033/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.909, Loss:  0.203
Epoch  39 Batch 1034/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.224
Epoch  39 Batch 1035/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.905, Loss:  0.169
Epoch  39 Batch 1036/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.227
Epoch  39 Batch 1037/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.228
Epoch  39 Batch 1038/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.208
Epoch  39 Batch 1039/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.193
Epoch  39 Batch 1040/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.211
Epoch  39 Batch 1041/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.215
Epoch  39 Batch 1042/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.903, Loss:  0.206
Epoch  39 Batch 1043/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.227
Epoch  39 Batch 1044/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.205
Epoch  39 Batch 1045/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.199
Epoch  39 Batch 1046/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.169
Epoch  39 Batch 1047/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.192
Epoch  39 Batch 1048/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.910, Loss:  0.184
Epoch  39 Batch 1049/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.215
Epoch  39 Batch 1050/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.896, Loss:  0.193
Epoch  39 Batch 1051/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.224
Epoch  39 Batch 1052/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.204
Epoch  39 Batch 1053/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.207
Epoch  39 Batch 1054/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.212
Epoch  39 Batch 1055/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.201
Epoch  39 Batch 1056/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.201
Epoch  39 Batch 1057/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.222
Epoch  39 Batch 1058/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.226
Epoch  39 Batch 1059/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.902, Loss:  0.241
Epoch  39 Batch 1060/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.196
Epoch  39 Batch 1061/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.220
Epoch  39 Batch 1062/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.198
Epoch  39 Batch 1063/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.215
Epoch  39 Batch 1064/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.196
Epoch  39 Batch 1065/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.208
Epoch  39 Batch 1066/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.200
Epoch  39 Batch 1067/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.223
Epoch  39 Batch 1068/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.218
Epoch  39 Batch 1069/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.171
Epoch  39 Batch 1070/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.206
Epoch  39 Batch 1071/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.193
Epoch  39 Batch 1072/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.195
Epoch  39 Batch 1073/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.224
Epoch  39 Batch 1074/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.224
Epoch  39 Batch 1075/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.899, Loss:  0.244
Epoch  40 Batch    0/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.183
Epoch  40 Batch    1/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.900, Loss:  0.202
Epoch  40 Batch    2/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.900, Loss:  0.210
Epoch  40 Batch    3/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.900, Loss:  0.189
Epoch  40 Batch    4/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.231
Epoch  40 Batch    5/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.247
Epoch  40 Batch    6/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.210
Epoch  40 Batch    7/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.167
Epoch  40 Batch    8/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.190
Epoch  40 Batch    9/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.198
Epoch  40 Batch   10/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.216
Epoch  40 Batch   11/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.909, Loss:  0.214
Epoch  40 Batch   12/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.222
Epoch  40 Batch   13/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.904, Loss:  0.236
Epoch  40 Batch   14/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.176
Epoch  40 Batch   15/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.192
Epoch  40 Batch   16/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.214
Epoch  40 Batch   17/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.202
Epoch  40 Batch   18/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.216
Epoch  40 Batch   19/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.202
Epoch  40 Batch   20/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.190
Epoch  40 Batch   21/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.217
Epoch  40 Batch   22/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.204
Epoch  40 Batch   23/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.886, Loss:  0.208
Epoch  40 Batch   24/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.885, Loss:  0.192
Epoch  40 Batch   25/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.885, Loss:  0.183
Epoch  40 Batch   26/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.886, Loss:  0.220
Epoch  40 Batch   27/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.182
Epoch  40 Batch   28/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.890, Loss:  0.218
Epoch  40 Batch   29/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.895, Loss:  0.186
Epoch  40 Batch   30/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.214
Epoch  40 Batch   31/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.204
Epoch  40 Batch   32/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.187
Epoch  40 Batch   33/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.893, Loss:  0.180
Epoch  40 Batch   34/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.887, Loss:  0.209
Epoch  40 Batch   35/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.887, Loss:  0.192
Epoch  40 Batch   36/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.199
Epoch  40 Batch   37/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.883, Loss:  0.204
Epoch  40 Batch   38/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.892, Loss:  0.225
Epoch  40 Batch   39/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.230
Epoch  40 Batch   40/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.197
Epoch  40 Batch   41/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.208
Epoch  40 Batch   42/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.902, Loss:  0.249
Epoch  40 Batch   43/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.194
Epoch  40 Batch   44/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.902, Loss:  0.222
Epoch  40 Batch   45/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.898, Loss:  0.210
Epoch  40 Batch   46/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.206
Epoch  40 Batch   47/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.891, Loss:  0.207
Epoch  40 Batch   48/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.890, Loss:  0.250
Epoch  40 Batch   49/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.202
Epoch  40 Batch   50/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.890, Loss:  0.196
Epoch  40 Batch   51/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.891, Loss:  0.200
Epoch  40 Batch   52/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.206
Epoch  40 Batch   53/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.895, Loss:  0.210
Epoch  40 Batch   54/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.891, Loss:  0.236
Epoch  40 Batch   55/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.892, Loss:  0.187
Epoch  40 Batch   56/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.886, Loss:  0.174
Epoch  40 Batch   57/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.886, Loss:  0.182
Epoch  40 Batch   58/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.886, Loss:  0.206
Epoch  40 Batch   59/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.885, Loss:  0.213
Epoch  40 Batch   60/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.885, Loss:  0.194
Epoch  40 Batch   61/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.221
Epoch  40 Batch   62/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.885, Loss:  0.209
Epoch  40 Batch   63/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.886, Loss:  0.178
Epoch  40 Batch   64/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.205
Epoch  40 Batch   65/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.885, Loss:  0.195
Epoch  40 Batch   66/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.886, Loss:  0.182
Epoch  40 Batch   67/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.891, Loss:  0.212
Epoch  40 Batch   68/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.223
Epoch  40 Batch   69/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.891, Loss:  0.231
Epoch  40 Batch   70/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.891, Loss:  0.210
Epoch  40 Batch   71/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.192
Epoch  40 Batch   72/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.199
Epoch  40 Batch   73/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.202
Epoch  40 Batch   74/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.896, Loss:  0.186
Epoch  40 Batch   75/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.895, Loss:  0.247
Epoch  40 Batch   76/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.896, Loss:  0.179
Epoch  40 Batch   77/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.901, Loss:  0.206
Epoch  40 Batch   78/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.901, Loss:  0.220
Epoch  40 Batch   79/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.195
Epoch  40 Batch   80/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.203
Epoch  40 Batch   81/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.188
Epoch  40 Batch   82/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.895, Loss:  0.188
Epoch  40 Batch   83/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.213
Epoch  40 Batch   84/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.198
Epoch  40 Batch   85/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.892, Loss:  0.195
Epoch  40 Batch   86/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.201
Epoch  40 Batch   87/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.892, Loss:  0.239
Epoch  40 Batch   88/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.217
Epoch  40 Batch   89/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.893, Loss:  0.196
Epoch  40 Batch   90/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.893, Loss:  0.211
Epoch  40 Batch   91/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.171
Epoch  40 Batch   92/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.890, Loss:  0.195
Epoch  40 Batch   93/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.890, Loss:  0.207
Epoch  40 Batch   94/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.891, Loss:  0.185
Epoch  40 Batch   95/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.891, Loss:  0.246
Epoch  40 Batch   96/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.889, Loss:  0.215
Epoch  40 Batch   97/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.196
Epoch  40 Batch   98/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.893, Loss:  0.199
Epoch  40 Batch   99/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.214
Epoch  40 Batch  100/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.202
Epoch  40 Batch  101/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.210
Epoch  40 Batch  102/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.188
Epoch  40 Batch  103/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.241
Epoch  40 Batch  104/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.197
Epoch  40 Batch  105/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.195
Epoch  40 Batch  106/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.897, Loss:  0.228
Epoch  40 Batch  107/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.211
Epoch  40 Batch  108/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.182
Epoch  40 Batch  109/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.197
Epoch  40 Batch  110/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.172
Epoch  40 Batch  111/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.215
Epoch  40 Batch  112/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.190
Epoch  40 Batch  113/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.222
Epoch  40 Batch  114/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.197
Epoch  40 Batch  115/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.905, Loss:  0.234
Epoch  40 Batch  116/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.908, Loss:  0.241
Epoch  40 Batch  117/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.214
Epoch  40 Batch  118/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.904, Loss:  0.209
Epoch  40 Batch  119/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.905, Loss:  0.206
Epoch  40 Batch  120/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.247
Epoch  40 Batch  121/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.192
Epoch  40 Batch  122/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.198
Epoch  40 Batch  123/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.181
Epoch  40 Batch  124/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.232
Epoch  40 Batch  125/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.214
Epoch  40 Batch  126/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.183
Epoch  40 Batch  127/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.222
Epoch  40 Batch  128/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.196
Epoch  40 Batch  129/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.210
Epoch  40 Batch  130/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.179
Epoch  40 Batch  131/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.205
Epoch  40 Batch  132/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.901, Loss:  0.206
Epoch  40 Batch  133/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.208
Epoch  40 Batch  134/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.901, Loss:  0.196
Epoch  40 Batch  135/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.205
Epoch  40 Batch  136/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.201
Epoch  40 Batch  137/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.163
Epoch  40 Batch  138/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.201
Epoch  40 Batch  139/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.218
Epoch  40 Batch  140/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.902, Loss:  0.210
Epoch  40 Batch  141/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.899, Loss:  0.195
Epoch  40 Batch  142/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.199
Epoch  40 Batch  143/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.903, Loss:  0.214
Epoch  40 Batch  144/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.232
Epoch  40 Batch  145/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.905, Loss:  0.237
Epoch  40 Batch  146/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.910, Loss:  0.240
Epoch  40 Batch  147/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.911, Loss:  0.225
Epoch  40 Batch  148/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.200
Epoch  40 Batch  149/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.208
Epoch  40 Batch  150/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.200
Epoch  40 Batch  151/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.178
Epoch  40 Batch  152/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.919, Loss:  0.224
Epoch  40 Batch  153/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.213
Epoch  40 Batch  154/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.207
Epoch  40 Batch  155/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.206
Epoch  40 Batch  156/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.191
Epoch  40 Batch  157/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.214
Epoch  40 Batch  158/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.216
Epoch  40 Batch  159/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.163
Epoch  40 Batch  160/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.194
Epoch  40 Batch  161/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.202
Epoch  40 Batch  162/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.248
Epoch  40 Batch  163/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.239
Epoch  40 Batch  164/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.225
Epoch  40 Batch  165/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.186
Epoch  40 Batch  166/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.216
Epoch  40 Batch  167/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.193
Epoch  40 Batch  168/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.232
Epoch  40 Batch  169/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.206
Epoch  40 Batch  170/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.211
Epoch  40 Batch  171/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.193
Epoch  40 Batch  172/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.189
Epoch  40 Batch  173/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.222
Epoch  40 Batch  174/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.195
Epoch  40 Batch  175/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.199
Epoch  40 Batch  176/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.202
Epoch  40 Batch  177/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.211
Epoch  40 Batch  178/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.897, Loss:  0.194
Epoch  40 Batch  179/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.204
Epoch  40 Batch  180/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.187
Epoch  40 Batch  181/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.903, Loss:  0.221
Epoch  40 Batch  182/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.203
Epoch  40 Batch  183/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.899, Loss:  0.218
Epoch  40 Batch  184/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.894, Loss:  0.203
Epoch  40 Batch  185/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.894, Loss:  0.215
Epoch  40 Batch  186/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.202
Epoch  40 Batch  187/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.196
Epoch  40 Batch  188/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.893, Loss:  0.195
Epoch  40 Batch  189/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.185
Epoch  40 Batch  190/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.196
Epoch  40 Batch  191/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.183
Epoch  40 Batch  192/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.224
Epoch  40 Batch  193/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.177
Epoch  40 Batch  194/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.191
Epoch  40 Batch  195/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.192
Epoch  40 Batch  196/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.196
Epoch  40 Batch  197/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.218
Epoch  40 Batch  198/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.195
Epoch  40 Batch  199/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.198
Epoch  40 Batch  200/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.212
Epoch  40 Batch  201/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.176
Epoch  40 Batch  202/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.202
Epoch  40 Batch  203/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.898, Loss:  0.187
Epoch  40 Batch  204/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.898, Loss:  0.249
Epoch  40 Batch  205/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.899, Loss:  0.195
Epoch  40 Batch  206/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.205
Epoch  40 Batch  207/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.194
Epoch  40 Batch  208/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.246
Epoch  40 Batch  209/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.173
Epoch  40 Batch  210/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.224
Epoch  40 Batch  211/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.193
Epoch  40 Batch  212/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.167
Epoch  40 Batch  213/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.176
Epoch  40 Batch  214/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.187
Epoch  40 Batch  215/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.226
Epoch  40 Batch  216/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.211
Epoch  40 Batch  217/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.178
Epoch  40 Batch  218/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.249
Epoch  40 Batch  219/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.195
Epoch  40 Batch  220/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.224
Epoch  40 Batch  221/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.900, Loss:  0.201
Epoch  40 Batch  222/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.221
Epoch  40 Batch  223/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.895, Loss:  0.180
Epoch  40 Batch  224/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.213
Epoch  40 Batch  225/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.228
Epoch  40 Batch  226/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.196
Epoch  40 Batch  227/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.895, Loss:  0.227
Epoch  40 Batch  228/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.191
Epoch  40 Batch  229/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.243
Epoch  40 Batch  230/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.201
Epoch  40 Batch  231/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.212
Epoch  40 Batch  232/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.205
Epoch  40 Batch  233/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.233
Epoch  40 Batch  234/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.236
Epoch  40 Batch  235/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.899, Loss:  0.198
Epoch  40 Batch  236/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.238
Epoch  40 Batch  237/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.182
Epoch  40 Batch  238/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.199
Epoch  40 Batch  239/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.175
Epoch  40 Batch  240/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.912, Loss:  0.191
Epoch  40 Batch  241/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.184
Epoch  40 Batch  242/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.183
Epoch  40 Batch  243/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.213
Epoch  40 Batch  244/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.200
Epoch  40 Batch  245/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.201
Epoch  40 Batch  246/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.211
Epoch  40 Batch  247/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.903, Loss:  0.196
Epoch  40 Batch  248/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.184
Epoch  40 Batch  249/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.197
Epoch  40 Batch  250/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.905, Loss:  0.187
Epoch  40 Batch  251/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.191
Epoch  40 Batch  252/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.217
Epoch  40 Batch  253/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.896, Loss:  0.197
Epoch  40 Batch  254/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.228
Epoch  40 Batch  255/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.906, Loss:  0.218
Epoch  40 Batch  256/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.900, Loss:  0.257
Epoch  40 Batch  257/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.195
Epoch  40 Batch  258/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.205
Epoch  40 Batch  259/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.194
Epoch  40 Batch  260/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.185
Epoch  40 Batch  261/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.195
Epoch  40 Batch  262/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.202
Epoch  40 Batch  263/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.903, Loss:  0.183
Epoch  40 Batch  264/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.212
Epoch  40 Batch  265/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.203
Epoch  40 Batch  266/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.207
Epoch  40 Batch  267/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.183
Epoch  40 Batch  268/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.210
Epoch  40 Batch  269/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.226
Epoch  40 Batch  270/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.215
Epoch  40 Batch  271/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.200
Epoch  40 Batch  272/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.265
Epoch  40 Batch  273/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.178
Epoch  40 Batch  274/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.213
Epoch  40 Batch  275/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.218
Epoch  40 Batch  276/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.236
Epoch  40 Batch  277/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.896, Loss:  0.181
Epoch  40 Batch  278/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.893, Loss:  0.215
Epoch  40 Batch  279/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.887, Loss:  0.238
Epoch  40 Batch  280/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.188
Epoch  40 Batch  281/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.220
Epoch  40 Batch  282/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.888, Loss:  0.242
Epoch  40 Batch  283/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.888, Loss:  0.217
Epoch  40 Batch  284/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.888, Loss:  0.230
Epoch  40 Batch  285/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.887, Loss:  0.215
Epoch  40 Batch  286/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.178
Epoch  40 Batch  287/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.212
Epoch  40 Batch  288/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.206
Epoch  40 Batch  289/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.892, Loss:  0.204
Epoch  40 Batch  290/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.235
Epoch  40 Batch  291/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.887, Loss:  0.220
Epoch  40 Batch  292/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.897, Loss:  0.198
Epoch  40 Batch  293/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.896, Loss:  0.220
Epoch  40 Batch  294/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.180
Epoch  40 Batch  295/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.896, Loss:  0.216
Epoch  40 Batch  296/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.895, Loss:  0.191
Epoch  40 Batch  297/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.896, Loss:  0.229
Epoch  40 Batch  298/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.896, Loss:  0.224
Epoch  40 Batch  299/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.189
Epoch  40 Batch  300/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.900, Loss:  0.193
Epoch  40 Batch  301/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.192
Epoch  40 Batch  302/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.902, Loss:  0.183
Epoch  40 Batch  303/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.244
Epoch  40 Batch  304/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.185
Epoch  40 Batch  305/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.212
Epoch  40 Batch  306/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.205
Epoch  40 Batch  307/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.193
Epoch  40 Batch  308/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.214
Epoch  40 Batch  309/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.176
Epoch  40 Batch  310/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.214
Epoch  40 Batch  311/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.193
Epoch  40 Batch  312/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.908, Loss:  0.209
Epoch  40 Batch  313/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.196
Epoch  40 Batch  314/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.893, Loss:  0.199
Epoch  40 Batch  315/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.896, Loss:  0.181
Epoch  40 Batch  316/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.192
Epoch  40 Batch  317/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.895, Loss:  0.228
Epoch  40 Batch  318/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.894, Loss:  0.212
Epoch  40 Batch  319/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.197
Epoch  40 Batch  320/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.216
Epoch  40 Batch  321/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.891, Loss:  0.199
Epoch  40 Batch  322/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.201
Epoch  40 Batch  323/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.200
Epoch  40 Batch  324/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.196
Epoch  40 Batch  325/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.208
Epoch  40 Batch  326/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.194
Epoch  40 Batch  327/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.895, Loss:  0.229
Epoch  40 Batch  328/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.889, Loss:  0.223
Epoch  40 Batch  329/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.888, Loss:  0.198
Epoch  40 Batch  330/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.213
Epoch  40 Batch  331/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.206
Epoch  40 Batch  332/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.167
Epoch  40 Batch  333/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.198
Epoch  40 Batch  334/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.195
Epoch  40 Batch  335/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.230
Epoch  40 Batch  336/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.219
Epoch  40 Batch  337/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.899, Loss:  0.203
Epoch  40 Batch  338/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.899, Loss:  0.243
Epoch  40 Batch  339/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.177
Epoch  40 Batch  340/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.218
Epoch  40 Batch  341/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.244
Epoch  40 Batch  342/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.195
Epoch  40 Batch  343/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.900, Loss:  0.202
Epoch  40 Batch  344/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.214
Epoch  40 Batch  345/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.217
Epoch  40 Batch  346/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.209
Epoch  40 Batch  347/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.902, Loss:  0.178
Epoch  40 Batch  348/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.204
Epoch  40 Batch  349/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.197
Epoch  40 Batch  350/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.196
Epoch  40 Batch  351/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.213
Epoch  40 Batch  352/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.893, Loss:  0.195
Epoch  40 Batch  353/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.888, Loss:  0.217
Epoch  40 Batch  354/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.884, Loss:  0.227
Epoch  40 Batch  355/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.883, Loss:  0.211
Epoch  40 Batch  356/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.883, Loss:  0.209
Epoch  40 Batch  357/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.882, Loss:  0.200
Epoch  40 Batch  358/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.883, Loss:  0.241
Epoch  40 Batch  359/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.879, Loss:  0.203
Epoch  40 Batch  360/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.879, Loss:  0.188
Epoch  40 Batch  361/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.880, Loss:  0.226
Epoch  40 Batch  362/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.880, Loss:  0.218
Epoch  40 Batch  363/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.885, Loss:  0.217
Epoch  40 Batch  364/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.878, Loss:  0.215
Epoch  40 Batch  365/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.877, Loss:  0.189
Epoch  40 Batch  366/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.877, Loss:  0.192
Epoch  40 Batch  367/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.881, Loss:  0.171
Epoch  40 Batch  368/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.206
Epoch  40 Batch  369/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.187
Epoch  40 Batch  370/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.902, Loss:  0.220
Epoch  40 Batch  371/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.203
Epoch  40 Batch  372/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.901, Loss:  0.204
Epoch  40 Batch  373/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.181
Epoch  40 Batch  374/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.220
Epoch  40 Batch  375/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.894, Loss:  0.199
Epoch  40 Batch  376/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.890, Loss:  0.205
Epoch  40 Batch  377/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.215
Epoch  40 Batch  378/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.894, Loss:  0.183
Epoch  40 Batch  379/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.891, Loss:  0.227
Epoch  40 Batch  380/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.892, Loss:  0.202
Epoch  40 Batch  381/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.896, Loss:  0.204
Epoch  40 Batch  382/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.223
Epoch  40 Batch  383/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.200
Epoch  40 Batch  384/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.193
Epoch  40 Batch  385/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.223
Epoch  40 Batch  386/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.192
Epoch  40 Batch  387/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.175
Epoch  40 Batch  388/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.187
Epoch  40 Batch  389/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.203
Epoch  40 Batch  390/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.906, Loss:  0.218
Epoch  40 Batch  391/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.214
Epoch  40 Batch  392/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.227
Epoch  40 Batch  393/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.193
Epoch  40 Batch  394/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.909, Loss:  0.219
Epoch  40 Batch  395/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.190
Epoch  40 Batch  396/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.226
Epoch  40 Batch  397/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.211
Epoch  40 Batch  398/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.208
Epoch  40 Batch  399/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.907, Loss:  0.219
Epoch  40 Batch  400/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.222
Epoch  40 Batch  401/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.183
Epoch  40 Batch  402/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.181
Epoch  40 Batch  403/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.896, Loss:  0.216
Epoch  40 Batch  404/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.203
Epoch  40 Batch  405/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.207
Epoch  40 Batch  406/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.896, Loss:  0.191
Epoch  40 Batch  407/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.225
Epoch  40 Batch  408/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.892, Loss:  0.212
Epoch  40 Batch  409/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.896, Loss:  0.234
Epoch  40 Batch  410/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.220
Epoch  40 Batch  411/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.214
Epoch  40 Batch  412/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.194
Epoch  40 Batch  413/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.191
Epoch  40 Batch  414/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.199
Epoch  40 Batch  415/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.208
Epoch  40 Batch  416/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.194
Epoch  40 Batch  417/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.231
Epoch  40 Batch  418/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.904, Loss:  0.197
Epoch  40 Batch  419/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.202
Epoch  40 Batch  420/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.195
Epoch  40 Batch  421/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.208
Epoch  40 Batch  422/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.204
Epoch  40 Batch  423/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.209
Epoch  40 Batch  424/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.208
Epoch  40 Batch  425/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.178
Epoch  40 Batch  426/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.250
Epoch  40 Batch  427/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.197
Epoch  40 Batch  428/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.207
Epoch  40 Batch  429/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.196
Epoch  40 Batch  430/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.189
Epoch  40 Batch  431/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.196
Epoch  40 Batch  432/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.205
Epoch  40 Batch  433/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.203
Epoch  40 Batch  434/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.199
Epoch  40 Batch  435/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.208
Epoch  40 Batch  436/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.189
Epoch  40 Batch  437/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.192
Epoch  40 Batch  438/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.202
Epoch  40 Batch  439/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.890, Loss:  0.240
Epoch  40 Batch  440/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.889, Loss:  0.225
Epoch  40 Batch  441/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.888, Loss:  0.212
Epoch  40 Batch  442/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.888, Loss:  0.215
Epoch  40 Batch  443/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.887, Loss:  0.189
Epoch  40 Batch  444/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.885, Loss:  0.195
Epoch  40 Batch  445/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.890, Loss:  0.199
Epoch  40 Batch  446/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.887, Loss:  0.166
Epoch  40 Batch  447/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.892, Loss:  0.203
Epoch  40 Batch  448/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.237
Epoch  40 Batch  449/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.892, Loss:  0.207
Epoch  40 Batch  450/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.892, Loss:  0.211
Epoch  40 Batch  451/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.886, Loss:  0.196
Epoch  40 Batch  452/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.888, Loss:  0.224
Epoch  40 Batch  453/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.896, Loss:  0.195
Epoch  40 Batch  454/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.894, Loss:  0.205
Epoch  40 Batch  455/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.203
Epoch  40 Batch  456/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.207
Epoch  40 Batch  457/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.892, Loss:  0.173
Epoch  40 Batch  458/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.892, Loss:  0.210
Epoch  40 Batch  459/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.187
Epoch  40 Batch  460/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.202
Epoch  40 Batch  461/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.195
Epoch  40 Batch  462/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.901, Loss:  0.205
Epoch  40 Batch  463/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.899, Loss:  0.222
Epoch  40 Batch  464/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.194
Epoch  40 Batch  465/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.240
Epoch  40 Batch  466/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.197
Epoch  40 Batch  467/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.217
Epoch  40 Batch  468/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.225
Epoch  40 Batch  469/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.207
Epoch  40 Batch  470/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.893, Loss:  0.204
Epoch  40 Batch  471/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.892, Loss:  0.182
Epoch  40 Batch  472/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.892, Loss:  0.185
Epoch  40 Batch  473/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.888, Loss:  0.219
Epoch  40 Batch  474/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.888, Loss:  0.204
Epoch  40 Batch  475/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.888, Loss:  0.186
Epoch  40 Batch  476/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.205
Epoch  40 Batch  477/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.888, Loss:  0.199
Epoch  40 Batch  478/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.257
Epoch  40 Batch  479/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.888, Loss:  0.206
Epoch  40 Batch  480/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.887, Loss:  0.212
Epoch  40 Batch  481/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.888, Loss:  0.239
Epoch  40 Batch  482/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.888, Loss:  0.217
Epoch  40 Batch  483/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.212
Epoch  40 Batch  484/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.893, Loss:  0.225
Epoch  40 Batch  485/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.893, Loss:  0.196
Epoch  40 Batch  486/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.192
Epoch  40 Batch  487/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.202
Epoch  40 Batch  488/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.204
Epoch  40 Batch  489/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.202
Epoch  40 Batch  490/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.196
Epoch  40 Batch  491/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.211
Epoch  40 Batch  492/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.229
Epoch  40 Batch  493/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.190
Epoch  40 Batch  494/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.185
Epoch  40 Batch  495/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.190
Epoch  40 Batch  496/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.205
Epoch  40 Batch  497/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.224
Epoch  40 Batch  498/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.189
Epoch  40 Batch  499/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.903, Loss:  0.196
Epoch  40 Batch  500/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.899, Loss:  0.189
Epoch  40 Batch  501/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.189
Epoch  40 Batch  502/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.900, Loss:  0.196
Epoch  40 Batch  503/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.198
Epoch  40 Batch  504/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.209
Epoch  40 Batch  505/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.899, Loss:  0.161
Epoch  40 Batch  506/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.205
Epoch  40 Batch  507/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.900, Loss:  0.198
Epoch  40 Batch  508/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.190
Epoch  40 Batch  509/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.229
Epoch  40 Batch  510/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.199
Epoch  40 Batch  511/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.201
Epoch  40 Batch  512/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.909, Loss:  0.188
Epoch  40 Batch  513/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.215
Epoch  40 Batch  514/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.907, Loss:  0.199
Epoch  40 Batch  515/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.203
Epoch  40 Batch  516/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.185
Epoch  40 Batch  517/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.180
Epoch  40 Batch  518/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.199
Epoch  40 Batch  519/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.210
Epoch  40 Batch  520/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.187
Epoch  40 Batch  521/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.212
Epoch  40 Batch  522/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.902, Loss:  0.240
Epoch  40 Batch  523/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.193
Epoch  40 Batch  524/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.225
Epoch  40 Batch  525/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.217
Epoch  40 Batch  526/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.183
Epoch  40 Batch  527/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.210
Epoch  40 Batch  528/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.185
Epoch  40 Batch  529/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.186
Epoch  40 Batch  530/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.216
Epoch  40 Batch  531/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.190
Epoch  40 Batch  532/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.903, Loss:  0.220
Epoch  40 Batch  533/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.222
Epoch  40 Batch  534/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.188
Epoch  40 Batch  535/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.903, Loss:  0.188
Epoch  40 Batch  536/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.191
Epoch  40 Batch  537/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.203
Epoch  40 Batch  538/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.176
Epoch  40 Batch  539/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.229
Epoch  40 Batch  540/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.902, Loss:  0.198
Epoch  40 Batch  541/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.208
Epoch  40 Batch  542/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.203
Epoch  40 Batch  543/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.204
Epoch  40 Batch  544/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.188
Epoch  40 Batch  545/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.209
Epoch  40 Batch  546/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.206
Epoch  40 Batch  547/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.193
Epoch  40 Batch  548/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.225
Epoch  40 Batch  549/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.907, Loss:  0.229
Epoch  40 Batch  550/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.908, Loss:  0.199
Epoch  40 Batch  551/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.225
Epoch  40 Batch  552/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.211
Epoch  40 Batch  553/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.219
Epoch  40 Batch  554/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.210
Epoch  40 Batch  555/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.204
Epoch  40 Batch  556/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.198
Epoch  40 Batch  557/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.192
Epoch  40 Batch  558/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.188
Epoch  40 Batch  559/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.201
Epoch  40 Batch  560/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.196
Epoch  40 Batch  561/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.192
Epoch  40 Batch  562/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.198
Epoch  40 Batch  563/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.914, Loss:  0.232
Epoch  40 Batch  564/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.229
Epoch  40 Batch  565/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.247
Epoch  40 Batch  566/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.913, Loss:  0.229
Epoch  40 Batch  567/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.221
Epoch  40 Batch  568/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.206
Epoch  40 Batch  569/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.229
Epoch  40 Batch  570/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.243
Epoch  40 Batch  571/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.185
Epoch  40 Batch  572/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.193
Epoch  40 Batch  573/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.215
Epoch  40 Batch  574/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.204
Epoch  40 Batch  575/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.204
Epoch  40 Batch  576/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.199
Epoch  40 Batch  577/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.200
Epoch  40 Batch  578/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.910, Loss:  0.218
Epoch  40 Batch  579/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.200
Epoch  40 Batch  580/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.175
Epoch  40 Batch  581/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.187
Epoch  40 Batch  582/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.208
Epoch  40 Batch  583/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.903, Loss:  0.229
Epoch  40 Batch  584/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.209
Epoch  40 Batch  585/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.178
Epoch  40 Batch  586/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.200
Epoch  40 Batch  587/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.213
Epoch  40 Batch  588/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.192
Epoch  40 Batch  589/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.907, Loss:  0.197
Epoch  40 Batch  590/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.903, Loss:  0.214
Epoch  40 Batch  591/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.192
Epoch  40 Batch  592/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.209
Epoch  40 Batch  593/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.206
Epoch  40 Batch  594/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.216
Epoch  40 Batch  595/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.228
Epoch  40 Batch  596/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.903, Loss:  0.226
Epoch  40 Batch  597/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.904, Loss:  0.203
Epoch  40 Batch  598/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.217
Epoch  40 Batch  599/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.241
Epoch  40 Batch  600/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.214
Epoch  40 Batch  601/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.202
Epoch  40 Batch  602/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.215
Epoch  40 Batch  603/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.196
Epoch  40 Batch  604/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.224
Epoch  40 Batch  605/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.903, Loss:  0.220
Epoch  40 Batch  606/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.189
Epoch  40 Batch  607/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.903, Loss:  0.188
Epoch  40 Batch  608/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.221
Epoch  40 Batch  609/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.902, Loss:  0.209
Epoch  40 Batch  610/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.213
Epoch  40 Batch  611/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.213
Epoch  40 Batch  612/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.182
Epoch  40 Batch  613/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.225
Epoch  40 Batch  614/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.197
Epoch  40 Batch  615/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.202
Epoch  40 Batch  616/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.242
Epoch  40 Batch  617/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.196
Epoch  40 Batch  618/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.203
Epoch  40 Batch  619/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.195
Epoch  40 Batch  620/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.191
Epoch  40 Batch  621/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.904, Loss:  0.222
Epoch  40 Batch  622/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.214
Epoch  40 Batch  623/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.223
Epoch  40 Batch  624/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.200
Epoch  40 Batch  625/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.214
Epoch  40 Batch  626/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.185
Epoch  40 Batch  627/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.204
Epoch  40 Batch  628/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.208
Epoch  40 Batch  629/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.212
Epoch  40 Batch  630/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.206
Epoch  40 Batch  631/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.218
Epoch  40 Batch  632/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.183
Epoch  40 Batch  633/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.196
Epoch  40 Batch  634/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.194
Epoch  40 Batch  635/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.900, Loss:  0.236
Epoch  40 Batch  636/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.895, Loss:  0.192
Epoch  40 Batch  637/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.894, Loss:  0.218
Epoch  40 Batch  638/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.894, Loss:  0.210
Epoch  40 Batch  639/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.218
Epoch  40 Batch  640/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.186
Epoch  40 Batch  641/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.193
Epoch  40 Batch  642/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.213
Epoch  40 Batch  643/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.188
Epoch  40 Batch  644/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.199
Epoch  40 Batch  645/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.200
Epoch  40 Batch  646/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.197
Epoch  40 Batch  647/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.206
Epoch  40 Batch  648/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.198
Epoch  40 Batch  649/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.232
Epoch  40 Batch  650/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.199
Epoch  40 Batch  651/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.206
Epoch  40 Batch  652/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.219
Epoch  40 Batch  653/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.220
Epoch  40 Batch  654/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.202
Epoch  40 Batch  655/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.914, Loss:  0.192
Epoch  40 Batch  656/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.195
Epoch  40 Batch  657/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.215
Epoch  40 Batch  658/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.912, Loss:  0.186
Epoch  40 Batch  659/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.210
Epoch  40 Batch  660/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.202
Epoch  40 Batch  661/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.910, Loss:  0.175
Epoch  40 Batch  662/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.200
Epoch  40 Batch  663/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.175
Epoch  40 Batch  664/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.200
Epoch  40 Batch  665/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.191
Epoch  40 Batch  666/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.225
Epoch  40 Batch  667/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.209
Epoch  40 Batch  668/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.193
Epoch  40 Batch  669/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.192
Epoch  40 Batch  670/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.197
Epoch  40 Batch  671/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.205
Epoch  40 Batch  672/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.220
Epoch  40 Batch  673/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.187
Epoch  40 Batch  674/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.902, Loss:  0.200
Epoch  40 Batch  675/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.216
Epoch  40 Batch  676/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.900, Loss:  0.205
Epoch  40 Batch  677/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.226
Epoch  40 Batch  678/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.192
Epoch  40 Batch  679/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.223
Epoch  40 Batch  680/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.181
Epoch  40 Batch  681/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.207
Epoch  40 Batch  682/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.198
Epoch  40 Batch  683/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.186
Epoch  40 Batch  684/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.200
Epoch  40 Batch  685/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.207
Epoch  40 Batch  686/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.191
Epoch  40 Batch  687/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.221
Epoch  40 Batch  688/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.900, Loss:  0.203
Epoch  40 Batch  689/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.905, Loss:  0.181
Epoch  40 Batch  690/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.220
Epoch  40 Batch  691/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.223
Epoch  40 Batch  692/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.200
Epoch  40 Batch  693/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.904, Loss:  0.237
Epoch  40 Batch  694/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.206
Epoch  40 Batch  695/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.193
Epoch  40 Batch  696/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.230
Epoch  40 Batch  697/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.200
Epoch  40 Batch  698/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.204
Epoch  40 Batch  699/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.194
Epoch  40 Batch  700/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.203
Epoch  40 Batch  701/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.204
Epoch  40 Batch  702/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.222
Epoch  40 Batch  703/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.198
Epoch  40 Batch  704/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.219
Epoch  40 Batch  705/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.208
Epoch  40 Batch  706/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.905, Loss:  0.214
Epoch  40 Batch  707/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.196
Epoch  40 Batch  708/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.202
Epoch  40 Batch  709/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.896, Loss:  0.228
Epoch  40 Batch  710/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.199
Epoch  40 Batch  711/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.896, Loss:  0.245
Epoch  40 Batch  712/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.896, Loss:  0.211
Epoch  40 Batch  713/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.897, Loss:  0.173
Epoch  40 Batch  714/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.193
Epoch  40 Batch  715/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.897, Loss:  0.242
Epoch  40 Batch  716/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.895, Loss:  0.175
Epoch  40 Batch  717/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.900, Loss:  0.191
Epoch  40 Batch  718/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.899, Loss:  0.200
Epoch  40 Batch  719/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.199
Epoch  40 Batch  720/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.903, Loss:  0.216
Epoch  40 Batch  721/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.200
Epoch  40 Batch  722/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.908, Loss:  0.202
Epoch  40 Batch  723/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.214
Epoch  40 Batch  724/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.233
Epoch  40 Batch  725/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.177
Epoch  40 Batch  726/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.191
Epoch  40 Batch  727/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.192
Epoch  40 Batch  728/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.907, Loss:  0.199
Epoch  40 Batch  729/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.222
Epoch  40 Batch  730/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.213
Epoch  40 Batch  731/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.900, Loss:  0.225
Epoch  40 Batch  732/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.205
Epoch  40 Batch  733/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.200
Epoch  40 Batch  734/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.211
Epoch  40 Batch  735/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.195
Epoch  40 Batch  736/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.183
Epoch  40 Batch  737/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.206
Epoch  40 Batch  738/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.174
Epoch  40 Batch  739/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.897, Loss:  0.200
Epoch  40 Batch  740/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.183
Epoch  40 Batch  741/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.890, Loss:  0.218
Epoch  40 Batch  742/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.885, Loss:  0.189
Epoch  40 Batch  743/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.887, Loss:  0.199
Epoch  40 Batch  744/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.887, Loss:  0.196
Epoch  40 Batch  745/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.887, Loss:  0.221
Epoch  40 Batch  746/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.888, Loss:  0.200
Epoch  40 Batch  747/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.888, Loss:  0.175
Epoch  40 Batch  748/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.894, Loss:  0.194
Epoch  40 Batch  749/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.216
Epoch  40 Batch  750/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.205
Epoch  40 Batch  751/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.211
Epoch  40 Batch  752/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.193
Epoch  40 Batch  753/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.205
Epoch  40 Batch  754/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.208
Epoch  40 Batch  755/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.218
Epoch  40 Batch  756/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.201
Epoch  40 Batch  757/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.218
Epoch  40 Batch  758/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.186
Epoch  40 Batch  759/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.178
Epoch  40 Batch  760/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.217
Epoch  40 Batch  761/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.903, Loss:  0.206
Epoch  40 Batch  762/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.902, Loss:  0.185
Epoch  40 Batch  763/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.178
Epoch  40 Batch  764/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.200
Epoch  40 Batch  765/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.903, Loss:  0.204
Epoch  40 Batch  766/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.220
Epoch  40 Batch  767/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.189
Epoch  40 Batch  768/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.192
Epoch  40 Batch  769/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.213
Epoch  40 Batch  770/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.903, Loss:  0.183
Epoch  40 Batch  771/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.204
Epoch  40 Batch  772/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.214
Epoch  40 Batch  773/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.183
Epoch  40 Batch  774/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.907, Loss:  0.225
Epoch  40 Batch  775/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.191
Epoch  40 Batch  776/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.173
Epoch  40 Batch  777/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.183
Epoch  40 Batch  778/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.188
Epoch  40 Batch  779/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.192
Epoch  40 Batch  780/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.908, Loss:  0.225
Epoch  40 Batch  781/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.908, Loss:  0.161
Epoch  40 Batch  782/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.185
Epoch  40 Batch  783/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.204
Epoch  40 Batch  784/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.179
Epoch  40 Batch  785/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.903, Loss:  0.188
Epoch  40 Batch  786/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.199
Epoch  40 Batch  787/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.184
Epoch  40 Batch  788/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.189
Epoch  40 Batch  789/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.212
Epoch  40 Batch  790/1077 - Train Accuracy:  0.846, Validation Accuracy:  0.907, Loss:  0.218
Epoch  40 Batch  791/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.204
Epoch  40 Batch  792/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.206
Epoch  40 Batch  793/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.192
Epoch  40 Batch  794/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.189
Epoch  40 Batch  795/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.226
Epoch  40 Batch  796/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.202
Epoch  40 Batch  797/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.195
Epoch  40 Batch  798/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.208
Epoch  40 Batch  799/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.913, Loss:  0.223
Epoch  40 Batch  800/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.913, Loss:  0.185
Epoch  40 Batch  801/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.213
Epoch  40 Batch  802/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.214
Epoch  40 Batch  803/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.209
Epoch  40 Batch  804/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.217
Epoch  40 Batch  805/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.220
Epoch  40 Batch  806/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.198
Epoch  40 Batch  807/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.192
Epoch  40 Batch  808/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.222
Epoch  40 Batch  809/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.235
Epoch  40 Batch  810/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.193
Epoch  40 Batch  811/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.197
Epoch  40 Batch  812/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.898, Loss:  0.240
Epoch  40 Batch  813/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.204
Epoch  40 Batch  814/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.230
Epoch  40 Batch  815/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.209
Epoch  40 Batch  816/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.899, Loss:  0.219
Epoch  40 Batch  817/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.228
Epoch  40 Batch  818/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.215
Epoch  40 Batch  819/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.189
Epoch  40 Batch  820/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.904, Loss:  0.198
Epoch  40 Batch  821/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.201
Epoch  40 Batch  822/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.897, Loss:  0.209
Epoch  40 Batch  823/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.898, Loss:  0.198
Epoch  40 Batch  824/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.897, Loss:  0.208
Epoch  40 Batch  825/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.897, Loss:  0.185
Epoch  40 Batch  826/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.189
Epoch  40 Batch  827/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.199
Epoch  40 Batch  828/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.194
Epoch  40 Batch  829/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.900, Loss:  0.237
Epoch  40 Batch  830/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.900, Loss:  0.206
Epoch  40 Batch  831/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.900, Loss:  0.226
Epoch  40 Batch  832/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.204
Epoch  40 Batch  833/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.213
Epoch  40 Batch  834/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.208
Epoch  40 Batch  835/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.209
Epoch  40 Batch  836/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.185
Epoch  40 Batch  837/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.241
Epoch  40 Batch  838/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.203
Epoch  40 Batch  839/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.184
Epoch  40 Batch  840/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.184
Epoch  40 Batch  841/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.224
Epoch  40 Batch  842/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.181
Epoch  40 Batch  843/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.190
Epoch  40 Batch  844/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.183
Epoch  40 Batch  845/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.201
Epoch  40 Batch  846/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.905, Loss:  0.214
Epoch  40 Batch  847/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.203
Epoch  40 Batch  848/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.190
Epoch  40 Batch  849/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.183
Epoch  40 Batch  850/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.222
Epoch  40 Batch  851/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.219
Epoch  40 Batch  852/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.216
Epoch  40 Batch  853/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.906, Loss:  0.188
Epoch  40 Batch  854/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.210
Epoch  40 Batch  855/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.210
Epoch  40 Batch  856/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.236
Epoch  40 Batch  857/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.203
Epoch  40 Batch  858/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.197
Epoch  40 Batch  859/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.214
Epoch  40 Batch  860/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.210
Epoch  40 Batch  861/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.902, Loss:  0.211
Epoch  40 Batch  862/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.201
Epoch  40 Batch  863/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.191
Epoch  40 Batch  864/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.908, Loss:  0.195
Epoch  40 Batch  865/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.209
Epoch  40 Batch  866/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.227
Epoch  40 Batch  867/1077 - Train Accuracy:  0.856, Validation Accuracy:  0.906, Loss:  0.254
Epoch  40 Batch  868/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.217
Epoch  40 Batch  869/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.202
Epoch  40 Batch  870/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.900, Loss:  0.206
Epoch  40 Batch  871/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.893, Loss:  0.215
Epoch  40 Batch  872/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.894, Loss:  0.204
Epoch  40 Batch  873/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.216
Epoch  40 Batch  874/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.899, Loss:  0.219
Epoch  40 Batch  875/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.208
Epoch  40 Batch  876/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.898, Loss:  0.206
Epoch  40 Batch  877/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.190
Epoch  40 Batch  878/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.201
Epoch  40 Batch  879/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.176
Epoch  40 Batch  880/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.211
Epoch  40 Batch  881/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.211
Epoch  40 Batch  882/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.199
Epoch  40 Batch  883/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.256
Epoch  40 Batch  884/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.901, Loss:  0.182
Epoch  40 Batch  885/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.164
Epoch  40 Batch  886/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.224
Epoch  40 Batch  887/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.897, Loss:  0.228
Epoch  40 Batch  888/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.205
Epoch  40 Batch  889/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.185
Epoch  40 Batch  890/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.897, Loss:  0.190
Epoch  40 Batch  891/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.897, Loss:  0.195
Epoch  40 Batch  892/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.897, Loss:  0.174
Epoch  40 Batch  893/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.207
Epoch  40 Batch  894/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.902, Loss:  0.189
Epoch  40 Batch  895/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.204
Epoch  40 Batch  896/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.220
Epoch  40 Batch  897/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.174
Epoch  40 Batch  898/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.899, Loss:  0.192
Epoch  40 Batch  899/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.206
Epoch  40 Batch  900/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.215
Epoch  40 Batch  901/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.231
Epoch  40 Batch  902/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.241
Epoch  40 Batch  903/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.195
Epoch  40 Batch  904/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.206
Epoch  40 Batch  905/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.178
Epoch  40 Batch  906/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.195
Epoch  40 Batch  907/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.195
Epoch  40 Batch  908/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.217
Epoch  40 Batch  909/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.208
Epoch  40 Batch  910/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.187
Epoch  40 Batch  911/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.184
Epoch  40 Batch  912/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.202
Epoch  40 Batch  913/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.229
Epoch  40 Batch  914/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.246
Epoch  40 Batch  915/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.908, Loss:  0.195
Epoch  40 Batch  916/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.211
Epoch  40 Batch  917/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.194
Epoch  40 Batch  918/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.189
Epoch  40 Batch  919/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.202
Epoch  40 Batch  920/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.200
Epoch  40 Batch  921/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.187
Epoch  40 Batch  922/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.203
Epoch  40 Batch  923/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.206
Epoch  40 Batch  924/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.227
Epoch  40 Batch  925/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.184
Epoch  40 Batch  926/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.909, Loss:  0.216
Epoch  40 Batch  927/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.909, Loss:  0.222
Epoch  40 Batch  928/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.200
Epoch  40 Batch  929/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.188
Epoch  40 Batch  930/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.183
Epoch  40 Batch  931/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.218
Epoch  40 Batch  932/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.910, Loss:  0.182
Epoch  40 Batch  933/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.211
Epoch  40 Batch  934/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.200
Epoch  40 Batch  935/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.198
Epoch  40 Batch  936/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.219
Epoch  40 Batch  937/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.224
Epoch  40 Batch  938/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.229
Epoch  40 Batch  939/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.237
Epoch  40 Batch  940/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.189
Epoch  40 Batch  941/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.186
Epoch  40 Batch  942/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.209
Epoch  40 Batch  943/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.205
Epoch  40 Batch  944/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.910, Loss:  0.191
Epoch  40 Batch  945/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.190
Epoch  40 Batch  946/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.910, Loss:  0.201
Epoch  40 Batch  947/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.910, Loss:  0.209
Epoch  40 Batch  948/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.189
Epoch  40 Batch  949/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.174
Epoch  40 Batch  950/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.179
Epoch  40 Batch  951/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.913, Loss:  0.202
Epoch  40 Batch  952/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.188
Epoch  40 Batch  953/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.921, Loss:  0.191
Epoch  40 Batch  954/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.205
Epoch  40 Batch  955/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.222
Epoch  40 Batch  956/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.212
Epoch  40 Batch  957/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.215
Epoch  40 Batch  958/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.215
Epoch  40 Batch  959/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.179
Epoch  40 Batch  960/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.185
Epoch  40 Batch  961/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.224
Epoch  40 Batch  962/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.197
Epoch  40 Batch  963/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.894, Loss:  0.224
Epoch  40 Batch  964/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.894, Loss:  0.186
Epoch  40 Batch  965/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.893, Loss:  0.219
Epoch  40 Batch  966/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.182
Epoch  40 Batch  967/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.183
Epoch  40 Batch  968/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.241
Epoch  40 Batch  969/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.237
Epoch  40 Batch  970/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.207
Epoch  40 Batch  971/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.213
Epoch  40 Batch  972/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.186
Epoch  40 Batch  973/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.898, Loss:  0.194
Epoch  40 Batch  974/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.189
Epoch  40 Batch  975/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.203
Epoch  40 Batch  976/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.185
Epoch  40 Batch  977/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.896, Loss:  0.182
Epoch  40 Batch  978/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.219
Epoch  40 Batch  979/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.214
Epoch  40 Batch  980/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.906, Loss:  0.201
Epoch  40 Batch  981/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.219
Epoch  40 Batch  982/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.209
Epoch  40 Batch  983/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.209
Epoch  40 Batch  984/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.899, Loss:  0.220
Epoch  40 Batch  985/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.198
Epoch  40 Batch  986/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.215
Epoch  40 Batch  987/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.898, Loss:  0.199
Epoch  40 Batch  988/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.225
Epoch  40 Batch  989/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.218
Epoch  40 Batch  990/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.220
Epoch  40 Batch  991/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.208
Epoch  40 Batch  992/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.203
Epoch  40 Batch  993/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.174
Epoch  40 Batch  994/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.915, Loss:  0.216
Epoch  40 Batch  995/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.197
Epoch  40 Batch  996/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.190
Epoch  40 Batch  997/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.194
Epoch  40 Batch  998/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.191
Epoch  40 Batch  999/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.205
Epoch  40 Batch 1000/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.187
Epoch  40 Batch 1001/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.166
Epoch  40 Batch 1002/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.173
Epoch  40 Batch 1003/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.207
Epoch  40 Batch 1004/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.207
Epoch  40 Batch 1005/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.192
Epoch  40 Batch 1006/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.905, Loss:  0.168
Epoch  40 Batch 1007/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.903, Loss:  0.190
Epoch  40 Batch 1008/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.232
Epoch  40 Batch 1009/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.183
Epoch  40 Batch 1010/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.904, Loss:  0.191
Epoch  40 Batch 1011/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.209
Epoch  40 Batch 1012/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.191
Epoch  40 Batch 1013/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.185
Epoch  40 Batch 1014/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.196
Epoch  40 Batch 1015/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.215
Epoch  40 Batch 1016/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.198
Epoch  40 Batch 1017/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.209
Epoch  40 Batch 1018/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.905, Loss:  0.205
Epoch  40 Batch 1019/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.216
Epoch  40 Batch 1020/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.910, Loss:  0.189
Epoch  40 Batch 1021/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.199
Epoch  40 Batch 1022/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.185
Epoch  40 Batch 1023/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.899, Loss:  0.178
Epoch  40 Batch 1024/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.900, Loss:  0.214
Epoch  40 Batch 1025/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.901, Loss:  0.216
Epoch  40 Batch 1026/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.896, Loss:  0.212
Epoch  40 Batch 1027/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.901, Loss:  0.223
Epoch  40 Batch 1028/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.907, Loss:  0.204
Epoch  40 Batch 1029/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.199
Epoch  40 Batch 1030/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.901, Loss:  0.206
Epoch  40 Batch 1031/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.216
Epoch  40 Batch 1032/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.217
Epoch  40 Batch 1033/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.194
Epoch  40 Batch 1034/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.201
Epoch  40 Batch 1035/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.898, Loss:  0.181
Epoch  40 Batch 1036/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.239
Epoch  40 Batch 1037/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.200
Epoch  40 Batch 1038/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.203
Epoch  40 Batch 1039/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.188
Epoch  40 Batch 1040/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.889, Loss:  0.222
Epoch  40 Batch 1041/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.207
Epoch  40 Batch 1042/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.209
Epoch  40 Batch 1043/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.893, Loss:  0.237
Epoch  40 Batch 1044/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.893, Loss:  0.215
Epoch  40 Batch 1045/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.893, Loss:  0.217
Epoch  40 Batch 1046/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.894, Loss:  0.171
Epoch  40 Batch 1047/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.198
Epoch  40 Batch 1048/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.191
Epoch  40 Batch 1049/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.227
Epoch  40 Batch 1050/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.203
Epoch  40 Batch 1051/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.224
Epoch  40 Batch 1052/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.188
Epoch  40 Batch 1053/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.209
Epoch  40 Batch 1054/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.185
Epoch  40 Batch 1055/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.205
Epoch  40 Batch 1056/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.200
Epoch  40 Batch 1057/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.222
Epoch  40 Batch 1058/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.211
Epoch  40 Batch 1059/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.907, Loss:  0.226
Epoch  40 Batch 1060/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.179
Epoch  40 Batch 1061/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.227
Epoch  40 Batch 1062/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.195
Epoch  40 Batch 1063/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.197
Epoch  40 Batch 1064/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.209
Epoch  40 Batch 1065/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.225
Epoch  40 Batch 1066/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.200
Epoch  40 Batch 1067/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.222
Epoch  40 Batch 1068/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.191
Epoch  40 Batch 1069/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.177
Epoch  40 Batch 1070/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.910, Loss:  0.198
Epoch  40 Batch 1071/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.192
Epoch  40 Batch 1072/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.217
Epoch  40 Batch 1073/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.201
Epoch  40 Batch 1074/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.214
Epoch  40 Batch 1075/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.233
Epoch  41 Batch    0/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.187
Epoch  41 Batch    1/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.200
Epoch  41 Batch    2/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.915, Loss:  0.196
Epoch  41 Batch    3/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.188
Epoch  41 Batch    4/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.201
Epoch  41 Batch    5/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.244
Epoch  41 Batch    6/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.201
Epoch  41 Batch    7/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.184
Epoch  41 Batch    8/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.191
Epoch  41 Batch    9/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.197
Epoch  41 Batch   10/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.202
Epoch  41 Batch   11/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.900, Loss:  0.238
Epoch  41 Batch   12/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.223
Epoch  41 Batch   13/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.209
Epoch  41 Batch   14/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.899, Loss:  0.175
Epoch  41 Batch   15/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.900, Loss:  0.201
Epoch  41 Batch   16/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.202
Epoch  41 Batch   17/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.190
Epoch  41 Batch   18/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.217
Epoch  41 Batch   19/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.888, Loss:  0.197
Epoch  41 Batch   20/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.889, Loss:  0.172
Epoch  41 Batch   21/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.888, Loss:  0.224
Epoch  41 Batch   22/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.884, Loss:  0.210
Epoch  41 Batch   23/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.885, Loss:  0.202
Epoch  41 Batch   24/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.885, Loss:  0.199
Epoch  41 Batch   25/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.885, Loss:  0.191
Epoch  41 Batch   26/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.884, Loss:  0.218
Epoch  41 Batch   27/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.884, Loss:  0.183
Epoch  41 Batch   28/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.882, Loss:  0.197
Epoch  41 Batch   29/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.886, Loss:  0.202
Epoch  41 Batch   30/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.890, Loss:  0.203
Epoch  41 Batch   31/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.200
Epoch  41 Batch   32/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.186
Epoch  41 Batch   33/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.903, Loss:  0.177
Epoch  41 Batch   34/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.192
Epoch  41 Batch   35/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.198
Epoch  41 Batch   36/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.198
Epoch  41 Batch   37/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.217
Epoch  41 Batch   38/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.226
Epoch  41 Batch   39/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.253
Epoch  41 Batch   40/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.192
Epoch  41 Batch   41/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.181
Epoch  41 Batch   42/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.231
Epoch  41 Batch   43/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.914, Loss:  0.200
Epoch  41 Batch   44/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.195
Epoch  41 Batch   45/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.912, Loss:  0.211
Epoch  41 Batch   46/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.226
Epoch  41 Batch   47/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.913, Loss:  0.208
Epoch  41 Batch   48/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.235
Epoch  41 Batch   49/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.229
Epoch  41 Batch   50/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.202
Epoch  41 Batch   51/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.198
Epoch  41 Batch   52/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.196
Epoch  41 Batch   53/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.194
Epoch  41 Batch   54/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.245
Epoch  41 Batch   55/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.191
Epoch  41 Batch   56/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.178
Epoch  41 Batch   57/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.185
Epoch  41 Batch   58/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.189
Epoch  41 Batch   59/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.191
Epoch  41 Batch   60/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.186
Epoch  41 Batch   61/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.202
Epoch  41 Batch   62/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.216
Epoch  41 Batch   63/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.181
Epoch  41 Batch   64/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.191
Epoch  41 Batch   65/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.198
Epoch  41 Batch   66/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.905, Loss:  0.178
Epoch  41 Batch   67/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.201
Epoch  41 Batch   68/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.222
Epoch  41 Batch   69/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.909, Loss:  0.226
Epoch  41 Batch   70/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.202
Epoch  41 Batch   71/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.189
Epoch  41 Batch   72/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.200
Epoch  41 Batch   73/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.201
Epoch  41 Batch   74/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.186
Epoch  41 Batch   75/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.905, Loss:  0.237
Epoch  41 Batch   76/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.179
Epoch  41 Batch   77/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.907, Loss:  0.220
Epoch  41 Batch   78/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.906, Loss:  0.209
Epoch  41 Batch   79/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.216
Epoch  41 Batch   80/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.198
Epoch  41 Batch   81/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.905, Loss:  0.200
Epoch  41 Batch   82/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.171
Epoch  41 Batch   83/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.202
Epoch  41 Batch   84/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.216
Epoch  41 Batch   85/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.193
Epoch  41 Batch   86/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.195
Epoch  41 Batch   87/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.226
Epoch  41 Batch   88/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.217
Epoch  41 Batch   89/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.205
Epoch  41 Batch   90/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.213
Epoch  41 Batch   91/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.905, Loss:  0.166
Epoch  41 Batch   92/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.211
Epoch  41 Batch   93/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.212
Epoch  41 Batch   94/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.165
Epoch  41 Batch   95/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.229
Epoch  41 Batch   96/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.911, Loss:  0.207
Epoch  41 Batch   97/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.191
Epoch  41 Batch   98/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.202
Epoch  41 Batch   99/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.208
Epoch  41 Batch  100/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.212
Epoch  41 Batch  101/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.226
Epoch  41 Batch  102/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.195
Epoch  41 Batch  103/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.241
Epoch  41 Batch  104/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.197
Epoch  41 Batch  105/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.214
Epoch  41 Batch  106/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.222
Epoch  41 Batch  107/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.227
Epoch  41 Batch  108/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.177
Epoch  41 Batch  109/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.183
Epoch  41 Batch  110/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.165
Epoch  41 Batch  111/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.193
Epoch  41 Batch  112/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.182
Epoch  41 Batch  113/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.222
Epoch  41 Batch  114/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.195
Epoch  41 Batch  115/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.901, Loss:  0.212
Epoch  41 Batch  116/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.900, Loss:  0.214
Epoch  41 Batch  117/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.216
Epoch  41 Batch  118/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.900, Loss:  0.223
Epoch  41 Batch  119/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.200
Epoch  41 Batch  120/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.227
Epoch  41 Batch  121/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.201
Epoch  41 Batch  122/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.901, Loss:  0.200
Epoch  41 Batch  123/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.901, Loss:  0.181
Epoch  41 Batch  124/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.228
Epoch  41 Batch  125/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.199
Epoch  41 Batch  126/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.176
Epoch  41 Batch  127/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.206
Epoch  41 Batch  128/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.907, Loss:  0.194
Epoch  41 Batch  129/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.212
Epoch  41 Batch  130/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.178
Epoch  41 Batch  131/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.200
Epoch  41 Batch  132/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.208
Epoch  41 Batch  133/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.181
Epoch  41 Batch  134/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.192
Epoch  41 Batch  135/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.916, Loss:  0.200
Epoch  41 Batch  136/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.199
Epoch  41 Batch  137/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.164
Epoch  41 Batch  138/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.190
Epoch  41 Batch  139/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.208
Epoch  41 Batch  140/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.910, Loss:  0.199
Epoch  41 Batch  141/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.185
Epoch  41 Batch  142/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.183
Epoch  41 Batch  143/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.916, Loss:  0.211
Epoch  41 Batch  144/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.231
Epoch  41 Batch  145/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.215
Epoch  41 Batch  146/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.916, Loss:  0.229
Epoch  41 Batch  147/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.916, Loss:  0.238
Epoch  41 Batch  148/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.916, Loss:  0.204
Epoch  41 Batch  149/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.212
Epoch  41 Batch  150/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.199
Epoch  41 Batch  151/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.194
Epoch  41 Batch  152/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.224
Epoch  41 Batch  153/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.224
Epoch  41 Batch  154/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.215
Epoch  41 Batch  155/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.207
Epoch  41 Batch  156/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.187
Epoch  41 Batch  157/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.202
Epoch  41 Batch  158/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.201
Epoch  41 Batch  159/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.178
Epoch  41 Batch  160/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.187
Epoch  41 Batch  161/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.195
Epoch  41 Batch  162/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.236
Epoch  41 Batch  163/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.245
Epoch  41 Batch  164/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.218
Epoch  41 Batch  165/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.179
Epoch  41 Batch  166/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.221
Epoch  41 Batch  167/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.202
Epoch  41 Batch  168/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.234
Epoch  41 Batch  169/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.211
Epoch  41 Batch  170/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.907, Loss:  0.218
Epoch  41 Batch  171/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.177
Epoch  41 Batch  172/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.190
Epoch  41 Batch  173/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.210
Epoch  41 Batch  174/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.206
Epoch  41 Batch  175/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.197
Epoch  41 Batch  176/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.200
Epoch  41 Batch  177/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.906, Loss:  0.218
Epoch  41 Batch  178/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.201
Epoch  41 Batch  179/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.205
Epoch  41 Batch  180/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.180
Epoch  41 Batch  181/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.230
Epoch  41 Batch  182/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.208
Epoch  41 Batch  183/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.904, Loss:  0.224
Epoch  41 Batch  184/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.904, Loss:  0.183
Epoch  41 Batch  185/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.219
Epoch  41 Batch  186/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.191
Epoch  41 Batch  187/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.908, Loss:  0.196
Epoch  41 Batch  188/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.908, Loss:  0.185
Epoch  41 Batch  189/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.195
Epoch  41 Batch  190/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.190
Epoch  41 Batch  191/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.903, Loss:  0.185
Epoch  41 Batch  192/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.216
Epoch  41 Batch  193/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.188
Epoch  41 Batch  194/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.175
Epoch  41 Batch  195/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.187
Epoch  41 Batch  196/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.197
Epoch  41 Batch  197/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.903, Loss:  0.201
Epoch  41 Batch  198/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.210
Epoch  41 Batch  199/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.166
Epoch  41 Batch  200/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.206
Epoch  41 Batch  201/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.165
Epoch  41 Batch  202/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.207
Epoch  41 Batch  203/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.207
Epoch  41 Batch  204/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.907, Loss:  0.228
Epoch  41 Batch  205/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.190
Epoch  41 Batch  206/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.188
Epoch  41 Batch  207/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.202
Epoch  41 Batch  208/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.231
Epoch  41 Batch  209/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.914, Loss:  0.169
Epoch  41 Batch  210/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.209
Epoch  41 Batch  211/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.212
Epoch  41 Batch  212/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.174
Epoch  41 Batch  213/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.187
Epoch  41 Batch  214/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.178
Epoch  41 Batch  215/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.898, Loss:  0.216
Epoch  41 Batch  216/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.216
Epoch  41 Batch  217/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.888, Loss:  0.183
Epoch  41 Batch  218/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.233
Epoch  41 Batch  219/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.185
Epoch  41 Batch  220/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.226
Epoch  41 Batch  221/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.216
Epoch  41 Batch  222/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.208
Epoch  41 Batch  223/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.170
Epoch  41 Batch  224/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.199
Epoch  41 Batch  225/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.219
Epoch  41 Batch  226/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.183
Epoch  41 Batch  227/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.908, Loss:  0.243
Epoch  41 Batch  228/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.182
Epoch  41 Batch  229/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.226
Epoch  41 Batch  230/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.181
Epoch  41 Batch  231/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.232
Epoch  41 Batch  232/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.908, Loss:  0.207
Epoch  41 Batch  233/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.247
Epoch  41 Batch  234/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.908, Loss:  0.226
Epoch  41 Batch  235/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.908, Loss:  0.194
Epoch  41 Batch  236/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.199
Epoch  41 Batch  237/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.185
Epoch  41 Batch  238/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.203
Epoch  41 Batch  239/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.173
Epoch  41 Batch  240/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.905, Loss:  0.191
Epoch  41 Batch  241/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.906, Loss:  0.174
Epoch  41 Batch  242/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.185
Epoch  41 Batch  243/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.233
Epoch  41 Batch  244/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.212
Epoch  41 Batch  245/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.194
Epoch  41 Batch  246/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.191
Epoch  41 Batch  247/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.193
Epoch  41 Batch  248/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.205
Epoch  41 Batch  249/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.224
Epoch  41 Batch  250/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.191
Epoch  41 Batch  251/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.212
Epoch  41 Batch  252/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.203
Epoch  41 Batch  253/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.909, Loss:  0.218
Epoch  41 Batch  254/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.211
Epoch  41 Batch  255/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.216
Epoch  41 Batch  256/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.242
Epoch  41 Batch  257/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.206
Epoch  41 Batch  258/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.188
Epoch  41 Batch  259/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.198
Epoch  41 Batch  260/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.182
Epoch  41 Batch  261/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.192
Epoch  41 Batch  262/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.188
Epoch  41 Batch  263/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.180
Epoch  41 Batch  264/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.203
Epoch  41 Batch  265/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.907, Loss:  0.192
Epoch  41 Batch  266/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.906, Loss:  0.204
Epoch  41 Batch  267/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.183
Epoch  41 Batch  268/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.199
Epoch  41 Batch  269/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.236
Epoch  41 Batch  270/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.217
Epoch  41 Batch  271/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.195
Epoch  41 Batch  272/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.908, Loss:  0.254
Epoch  41 Batch  273/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.185
Epoch  41 Batch  274/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.204
Epoch  41 Batch  275/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.199
Epoch  41 Batch  276/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.908, Loss:  0.223
Epoch  41 Batch  277/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.908, Loss:  0.159
Epoch  41 Batch  278/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.908, Loss:  0.242
Epoch  41 Batch  279/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.908, Loss:  0.233
Epoch  41 Batch  280/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.906, Loss:  0.207
Epoch  41 Batch  281/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.906, Loss:  0.210
Epoch  41 Batch  282/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.907, Loss:  0.254
Epoch  41 Batch  283/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.212
Epoch  41 Batch  284/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.214
Epoch  41 Batch  285/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.204
Epoch  41 Batch  286/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.181
Epoch  41 Batch  287/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.210
Epoch  41 Batch  288/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.911, Loss:  0.216
Epoch  41 Batch  289/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.202
Epoch  41 Batch  290/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.244
Epoch  41 Batch  291/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.229
Epoch  41 Batch  292/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.187
Epoch  41 Batch  293/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.211
Epoch  41 Batch  294/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.204
Epoch  41 Batch  295/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.217
Epoch  41 Batch  296/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.200
Epoch  41 Batch  297/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.915, Loss:  0.224
Epoch  41 Batch  298/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.916, Loss:  0.223
Epoch  41 Batch  299/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.917, Loss:  0.182
Epoch  41 Batch  300/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.917, Loss:  0.197
Epoch  41 Batch  301/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.184
Epoch  41 Batch  302/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.197
Epoch  41 Batch  303/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.213
Epoch  41 Batch  304/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.195
Epoch  41 Batch  305/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.210
Epoch  41 Batch  306/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.206
Epoch  41 Batch  307/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.199
Epoch  41 Batch  308/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.217
Epoch  41 Batch  309/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.189
Epoch  41 Batch  310/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.916, Loss:  0.191
Epoch  41 Batch  311/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.186
Epoch  41 Batch  312/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.915, Loss:  0.232
Epoch  41 Batch  313/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.201
Epoch  41 Batch  314/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.192
Epoch  41 Batch  315/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.184
Epoch  41 Batch  316/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.187
Epoch  41 Batch  317/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.904, Loss:  0.218
Epoch  41 Batch  318/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.205
Epoch  41 Batch  319/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.903, Loss:  0.206
Epoch  41 Batch  320/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.213
Epoch  41 Batch  321/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.903, Loss:  0.209
Epoch  41 Batch  322/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.189
Epoch  41 Batch  323/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.223
Epoch  41 Batch  324/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.202
Epoch  41 Batch  325/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.195
Epoch  41 Batch  326/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.193
Epoch  41 Batch  327/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.222
Epoch  41 Batch  328/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.235
Epoch  41 Batch  329/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.900, Loss:  0.202
Epoch  41 Batch  330/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.185
Epoch  41 Batch  331/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.224
Epoch  41 Batch  332/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.167
Epoch  41 Batch  333/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.201
Epoch  41 Batch  334/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.900, Loss:  0.194
Epoch  41 Batch  335/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.198
Epoch  41 Batch  336/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.234
Epoch  41 Batch  337/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.904, Loss:  0.231
Epoch  41 Batch  338/1077 - Train Accuracy:  0.855, Validation Accuracy:  0.903, Loss:  0.248
Epoch  41 Batch  339/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.178
Epoch  41 Batch  340/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.903, Loss:  0.196
Epoch  41 Batch  341/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.898, Loss:  0.253
Epoch  41 Batch  342/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.202
Epoch  41 Batch  343/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.198
Epoch  41 Batch  344/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.900, Loss:  0.210
Epoch  41 Batch  345/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.213
Epoch  41 Batch  346/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.213
Epoch  41 Batch  347/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.904, Loss:  0.163
Epoch  41 Batch  348/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.188
Epoch  41 Batch  349/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.204
Epoch  41 Batch  350/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.208
Epoch  41 Batch  351/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.212
Epoch  41 Batch  352/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.195
Epoch  41 Batch  353/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.238
Epoch  41 Batch  354/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.221
Epoch  41 Batch  355/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.206
Epoch  41 Batch  356/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.208
Epoch  41 Batch  357/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.185
Epoch  41 Batch  358/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.912, Loss:  0.215
Epoch  41 Batch  359/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.211
Epoch  41 Batch  360/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.196
Epoch  41 Batch  361/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.230
Epoch  41 Batch  362/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.227
Epoch  41 Batch  363/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.221
Epoch  41 Batch  364/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.227
Epoch  41 Batch  365/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.174
Epoch  41 Batch  366/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.182
Epoch  41 Batch  367/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.904, Loss:  0.175
Epoch  41 Batch  368/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.195
Epoch  41 Batch  369/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.192
Epoch  41 Batch  370/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.903, Loss:  0.205
Epoch  41 Batch  371/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.206
Epoch  41 Batch  372/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.180
Epoch  41 Batch  373/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.177
Epoch  41 Batch  374/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.213
Epoch  41 Batch  375/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.212
Epoch  41 Batch  376/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.195
Epoch  41 Batch  377/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.211
Epoch  41 Batch  378/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.176
Epoch  41 Batch  379/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.909, Loss:  0.217
Epoch  41 Batch  380/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.905, Loss:  0.195
Epoch  41 Batch  381/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.217
Epoch  41 Batch  382/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.218
Epoch  41 Batch  383/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.895, Loss:  0.204
Epoch  41 Batch  384/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.200
Epoch  41 Batch  385/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.208
Epoch  41 Batch  386/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.900, Loss:  0.204
Epoch  41 Batch  387/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.196
Epoch  41 Batch  388/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.904, Loss:  0.207
Epoch  41 Batch  389/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.191
Epoch  41 Batch  390/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.910, Loss:  0.215
Epoch  41 Batch  391/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.206
Epoch  41 Batch  392/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.913, Loss:  0.201
Epoch  41 Batch  393/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.188
Epoch  41 Batch  394/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.206
Epoch  41 Batch  395/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.908, Loss:  0.192
Epoch  41 Batch  396/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.214
Epoch  41 Batch  397/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.207
Epoch  41 Batch  398/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.215
Epoch  41 Batch  399/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.912, Loss:  0.217
Epoch  41 Batch  400/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.230
Epoch  41 Batch  401/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.190
Epoch  41 Batch  402/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.187
Epoch  41 Batch  403/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.242
Epoch  41 Batch  404/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.185
Epoch  41 Batch  405/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.215
Epoch  41 Batch  406/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.908, Loss:  0.192
Epoch  41 Batch  407/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.225
Epoch  41 Batch  408/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.904, Loss:  0.211
Epoch  41 Batch  409/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.228
Epoch  41 Batch  410/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.230
Epoch  41 Batch  411/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.212
Epoch  41 Batch  412/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.909, Loss:  0.177
Epoch  41 Batch  413/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.188
Epoch  41 Batch  414/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.909, Loss:  0.216
Epoch  41 Batch  415/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.201
Epoch  41 Batch  416/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.207
Epoch  41 Batch  417/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.244
Epoch  41 Batch  418/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.200
Epoch  41 Batch  419/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.209
Epoch  41 Batch  420/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.196
Epoch  41 Batch  421/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.240
Epoch  41 Batch  422/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.177
Epoch  41 Batch  423/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.231
Epoch  41 Batch  424/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.906, Loss:  0.198
Epoch  41 Batch  425/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.198
Epoch  41 Batch  426/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.216
Epoch  41 Batch  427/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.194
Epoch  41 Batch  428/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.906, Loss:  0.199
Epoch  41 Batch  429/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.191
Epoch  41 Batch  430/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.186
Epoch  41 Batch  431/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.190
Epoch  41 Batch  432/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.185
Epoch  41 Batch  433/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.211
Epoch  41 Batch  434/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.211
Epoch  41 Batch  435/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.215
Epoch  41 Batch  436/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.184
Epoch  41 Batch  437/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.203
Epoch  41 Batch  438/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.207
Epoch  41 Batch  439/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.211
Epoch  41 Batch  440/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.908, Loss:  0.212
Epoch  41 Batch  441/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.197
Epoch  41 Batch  442/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.198
Epoch  41 Batch  443/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.187
Epoch  41 Batch  444/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.187
Epoch  41 Batch  445/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.206
Epoch  41 Batch  446/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.901, Loss:  0.164
Epoch  41 Batch  447/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.204
Epoch  41 Batch  448/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.903, Loss:  0.219
Epoch  41 Batch  449/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.228
Epoch  41 Batch  450/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.903, Loss:  0.213
Epoch  41 Batch  451/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.198
Epoch  41 Batch  452/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.223
Epoch  41 Batch  453/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.894, Loss:  0.192
Epoch  41 Batch  454/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.894, Loss:  0.206
Epoch  41 Batch  455/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.894, Loss:  0.206
Epoch  41 Batch  456/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.206
Epoch  41 Batch  457/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.176
Epoch  41 Batch  458/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.218
Epoch  41 Batch  459/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.190
Epoch  41 Batch  460/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.213
Epoch  41 Batch  461/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.199
Epoch  41 Batch  462/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.197
Epoch  41 Batch  463/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.209
Epoch  41 Batch  464/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.214
Epoch  41 Batch  465/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.908, Loss:  0.219
Epoch  41 Batch  466/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.192
Epoch  41 Batch  467/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.208
Epoch  41 Batch  468/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.216
Epoch  41 Batch  469/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.193
Epoch  41 Batch  470/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.201
Epoch  41 Batch  471/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.908, Loss:  0.185
Epoch  41 Batch  472/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.182
Epoch  41 Batch  473/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.222
Epoch  41 Batch  474/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.215
Epoch  41 Batch  475/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.199
Epoch  41 Batch  476/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.189
Epoch  41 Batch  477/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.193
Epoch  41 Batch  478/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.214
Epoch  41 Batch  479/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.914, Loss:  0.210
Epoch  41 Batch  480/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.195
Epoch  41 Batch  481/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.915, Loss:  0.223
Epoch  41 Batch  482/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.915, Loss:  0.212
Epoch  41 Batch  483/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.914, Loss:  0.206
Epoch  41 Batch  484/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.914, Loss:  0.210
Epoch  41 Batch  485/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.197
Epoch  41 Batch  486/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.914, Loss:  0.196
Epoch  41 Batch  487/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.914, Loss:  0.192
Epoch  41 Batch  488/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.191
Epoch  41 Batch  489/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.197
Epoch  41 Batch  490/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.204
Epoch  41 Batch  491/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.215
Epoch  41 Batch  492/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.914, Loss:  0.209
Epoch  41 Batch  493/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.175
Epoch  41 Batch  494/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.914, Loss:  0.207
Epoch  41 Batch  495/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.914, Loss:  0.201
Epoch  41 Batch  496/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.206
Epoch  41 Batch  497/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.236
Epoch  41 Batch  498/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.207
Epoch  41 Batch  499/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.914, Loss:  0.186
Epoch  41 Batch  500/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.202
Epoch  41 Batch  501/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.195
Epoch  41 Batch  502/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.910, Loss:  0.184
Epoch  41 Batch  503/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.216
Epoch  41 Batch  504/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.195
Epoch  41 Batch  505/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.172
Epoch  41 Batch  506/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.184
Epoch  41 Batch  507/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.909, Loss:  0.197
Epoch  41 Batch  508/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.196
Epoch  41 Batch  509/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.911, Loss:  0.210
Epoch  41 Batch  510/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.194
Epoch  41 Batch  511/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.199
Epoch  41 Batch  512/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.906, Loss:  0.190
Epoch  41 Batch  513/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.206
Epoch  41 Batch  514/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.904, Loss:  0.199
Epoch  41 Batch  515/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.193
Epoch  41 Batch  516/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.183
Epoch  41 Batch  517/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.906, Loss:  0.207
Epoch  41 Batch  518/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.186
Epoch  41 Batch  519/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.197
Epoch  41 Batch  520/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.192
Epoch  41 Batch  521/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.193
Epoch  41 Batch  522/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.901, Loss:  0.217
Epoch  41 Batch  523/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.197
Epoch  41 Batch  524/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.214
Epoch  41 Batch  525/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.206
Epoch  41 Batch  526/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.184
Epoch  41 Batch  527/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.198
Epoch  41 Batch  528/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.196
Epoch  41 Batch  529/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.194
Epoch  41 Batch  530/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.910, Loss:  0.203
Epoch  41 Batch  531/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.909, Loss:  0.197
Epoch  41 Batch  532/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.909, Loss:  0.226
Epoch  41 Batch  533/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.913, Loss:  0.247
Epoch  41 Batch  534/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.209
Epoch  41 Batch  535/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.185
Epoch  41 Batch  536/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.180
Epoch  41 Batch  537/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.186
Epoch  41 Batch  538/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.183
Epoch  41 Batch  539/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.236
Epoch  41 Batch  540/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.186
Epoch  41 Batch  541/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.197
Epoch  41 Batch  542/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.197
Epoch  41 Batch  543/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.919, Loss:  0.196
Epoch  41 Batch  544/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.188
Epoch  41 Batch  545/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.198
Epoch  41 Batch  546/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.228
Epoch  41 Batch  547/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.209
Epoch  41 Batch  548/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.221
Epoch  41 Batch  549/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.913, Loss:  0.219
Epoch  41 Batch  550/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.913, Loss:  0.205
Epoch  41 Batch  551/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.912, Loss:  0.199
Epoch  41 Batch  552/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.212
Epoch  41 Batch  553/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.214
Epoch  41 Batch  554/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.201
Epoch  41 Batch  555/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.198
Epoch  41 Batch  556/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.174
Epoch  41 Batch  557/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.191
Epoch  41 Batch  558/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.182
Epoch  41 Batch  559/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.187
Epoch  41 Batch  560/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.185
Epoch  41 Batch  561/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.188
Epoch  41 Batch  562/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.184
Epoch  41 Batch  563/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.912, Loss:  0.224
Epoch  41 Batch  564/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.234
Epoch  41 Batch  565/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.239
Epoch  41 Batch  566/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.918, Loss:  0.259
Epoch  41 Batch  567/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.214
Epoch  41 Batch  568/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.214
Epoch  41 Batch  569/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.232
Epoch  41 Batch  570/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.232
Epoch  41 Batch  571/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.187
Epoch  41 Batch  572/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.195
Epoch  41 Batch  573/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.228
Epoch  41 Batch  574/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.911, Loss:  0.229
Epoch  41 Batch  575/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.215
Epoch  41 Batch  576/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.900, Loss:  0.192
Epoch  41 Batch  577/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.229
Epoch  41 Batch  578/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.229
Epoch  41 Batch  579/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.180
Epoch  41 Batch  580/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.172
Epoch  41 Batch  581/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.901, Loss:  0.185
Epoch  41 Batch  582/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.202
Epoch  41 Batch  583/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.208
Epoch  41 Batch  584/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.215
Epoch  41 Batch  585/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.192
Epoch  41 Batch  586/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.202
Epoch  41 Batch  587/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.203
Epoch  41 Batch  588/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.192
Epoch  41 Batch  589/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.905, Loss:  0.206
Epoch  41 Batch  590/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.225
Epoch  41 Batch  591/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.209
Epoch  41 Batch  592/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.214
Epoch  41 Batch  593/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.212
Epoch  41 Batch  594/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.210
Epoch  41 Batch  595/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.218
Epoch  41 Batch  596/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.211
Epoch  41 Batch  597/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.188
Epoch  41 Batch  598/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.202
Epoch  41 Batch  599/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.244
Epoch  41 Batch  600/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.200
Epoch  41 Batch  601/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.200
Epoch  41 Batch  602/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.900, Loss:  0.199
Epoch  41 Batch  603/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.910, Loss:  0.184
Epoch  41 Batch  604/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.210
Epoch  41 Batch  605/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.246
Epoch  41 Batch  606/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.172
Epoch  41 Batch  607/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.187
Epoch  41 Batch  608/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.202
Epoch  41 Batch  609/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.914, Loss:  0.217
Epoch  41 Batch  610/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.214
Epoch  41 Batch  611/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.216
Epoch  41 Batch  612/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.917, Loss:  0.186
Epoch  41 Batch  613/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.218
Epoch  41 Batch  614/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.194
Epoch  41 Batch  615/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.189
Epoch  41 Batch  616/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.205
Epoch  41 Batch  617/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.205
Epoch  41 Batch  618/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.191
Epoch  41 Batch  619/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.188
Epoch  41 Batch  620/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.207
Epoch  41 Batch  621/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.914, Loss:  0.212
Epoch  41 Batch  622/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.224
Epoch  41 Batch  623/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.914, Loss:  0.213
Epoch  41 Batch  624/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.194
Epoch  41 Batch  625/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.222
Epoch  41 Batch  626/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.182
Epoch  41 Batch  627/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.215
Epoch  41 Batch  628/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.923, Loss:  0.203
Epoch  41 Batch  629/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.923, Loss:  0.229
Epoch  41 Batch  630/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.178
Epoch  41 Batch  631/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.194
Epoch  41 Batch  632/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.912, Loss:  0.190
Epoch  41 Batch  633/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.202
Epoch  41 Batch  634/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.176
Epoch  41 Batch  635/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.243
Epoch  41 Batch  636/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.186
Epoch  41 Batch  637/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.216
Epoch  41 Batch  638/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.901, Loss:  0.207
Epoch  41 Batch  639/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.217
Epoch  41 Batch  640/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.187
Epoch  41 Batch  641/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.214
Epoch  41 Batch  642/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.204
Epoch  41 Batch  643/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.896, Loss:  0.175
Epoch  41 Batch  644/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.201
Epoch  41 Batch  645/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.204
Epoch  41 Batch  646/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.199
Epoch  41 Batch  647/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.195
Epoch  41 Batch  648/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.188
Epoch  41 Batch  649/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.197
Epoch  41 Batch  650/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.210
Epoch  41 Batch  651/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.182
Epoch  41 Batch  652/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.218
Epoch  41 Batch  653/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.232
Epoch  41 Batch  654/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.203
Epoch  41 Batch  655/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.218
Epoch  41 Batch  656/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.189
Epoch  41 Batch  657/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.218
Epoch  41 Batch  658/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.191
Epoch  41 Batch  659/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.200
Epoch  41 Batch  660/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.211
Epoch  41 Batch  661/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.174
Epoch  41 Batch  662/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.917, Loss:  0.181
Epoch  41 Batch  663/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.181
Epoch  41 Batch  664/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.198
Epoch  41 Batch  665/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.187
Epoch  41 Batch  666/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.230
Epoch  41 Batch  667/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.198
Epoch  41 Batch  668/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.194
Epoch  41 Batch  669/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.905, Loss:  0.196
Epoch  41 Batch  670/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.200
Epoch  41 Batch  671/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.229
Epoch  41 Batch  672/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.185
Epoch  41 Batch  673/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.194
Epoch  41 Batch  674/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.912, Loss:  0.207
Epoch  41 Batch  675/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.217
Epoch  41 Batch  676/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.196
Epoch  41 Batch  677/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.224
Epoch  41 Batch  678/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.187
Epoch  41 Batch  679/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.210
Epoch  41 Batch  680/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.192
Epoch  41 Batch  681/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.225
Epoch  41 Batch  682/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.205
Epoch  41 Batch  683/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.194
Epoch  41 Batch  684/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.187
Epoch  41 Batch  685/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.217
Epoch  41 Batch  686/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.197
Epoch  41 Batch  687/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.215
Epoch  41 Batch  688/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.185
Epoch  41 Batch  689/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.907, Loss:  0.179
Epoch  41 Batch  690/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.204
Epoch  41 Batch  691/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.906, Loss:  0.213
Epoch  41 Batch  692/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.203
Epoch  41 Batch  693/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.905, Loss:  0.238
Epoch  41 Batch  694/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.195
Epoch  41 Batch  695/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.191
Epoch  41 Batch  696/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.208
Epoch  41 Batch  697/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.196
Epoch  41 Batch  698/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.199
Epoch  41 Batch  699/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.192
Epoch  41 Batch  700/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.905, Loss:  0.183
Epoch  41 Batch  701/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.200
Epoch  41 Batch  702/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.225
Epoch  41 Batch  703/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.200
Epoch  41 Batch  704/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.243
Epoch  41 Batch  705/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.217
Epoch  41 Batch  706/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.246
Epoch  41 Batch  707/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.186
Epoch  41 Batch  708/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.907, Loss:  0.208
Epoch  41 Batch  709/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.908, Loss:  0.225
Epoch  41 Batch  710/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.182
Epoch  41 Batch  711/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.244
Epoch  41 Batch  712/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.212
Epoch  41 Batch  713/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.174
Epoch  41 Batch  714/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.204
Epoch  41 Batch  715/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.907, Loss:  0.251
Epoch  41 Batch  716/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.192
Epoch  41 Batch  717/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.183
Epoch  41 Batch  718/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.222
Epoch  41 Batch  719/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.196
Epoch  41 Batch  720/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.913, Loss:  0.216
Epoch  41 Batch  721/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.215
Epoch  41 Batch  722/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.913, Loss:  0.196
Epoch  41 Batch  723/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.203
Epoch  41 Batch  724/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.218
Epoch  41 Batch  725/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.173
Epoch  41 Batch  726/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.186
Epoch  41 Batch  727/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.178
Epoch  41 Batch  728/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.906, Loss:  0.226
Epoch  41 Batch  729/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.226
Epoch  41 Batch  730/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.209
Epoch  41 Batch  731/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.222
Epoch  41 Batch  732/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.233
Epoch  41 Batch  733/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.212
Epoch  41 Batch  734/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.223
Epoch  41 Batch  735/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.191
Epoch  41 Batch  736/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.181
Epoch  41 Batch  737/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.904, Loss:  0.202
Epoch  41 Batch  738/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.175
Epoch  41 Batch  739/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.905, Loss:  0.188
Epoch  41 Batch  740/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.192
Epoch  41 Batch  741/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.213
Epoch  41 Batch  742/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.193
Epoch  41 Batch  743/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.201
Epoch  41 Batch  744/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.169
Epoch  41 Batch  745/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.219
Epoch  41 Batch  746/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.204
Epoch  41 Batch  747/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.165
Epoch  41 Batch  748/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.196
Epoch  41 Batch  749/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.200
Epoch  41 Batch  750/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.914, Loss:  0.210
Epoch  41 Batch  751/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.205
Epoch  41 Batch  752/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.909, Loss:  0.193
Epoch  41 Batch  753/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.187
Epoch  41 Batch  754/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.912, Loss:  0.227
Epoch  41 Batch  755/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.913, Loss:  0.211
Epoch  41 Batch  756/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.186
Epoch  41 Batch  757/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.219
Epoch  41 Batch  758/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.189
Epoch  41 Batch  759/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.165
Epoch  41 Batch  760/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.215
Epoch  41 Batch  761/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.218
Epoch  41 Batch  762/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.176
Epoch  41 Batch  763/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.179
Epoch  41 Batch  764/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.192
Epoch  41 Batch  765/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.206
Epoch  41 Batch  766/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.238
Epoch  41 Batch  767/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.184
Epoch  41 Batch  768/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.196
Epoch  41 Batch  769/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.212
Epoch  41 Batch  770/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.915, Loss:  0.185
Epoch  41 Batch  771/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.210
Epoch  41 Batch  772/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.910, Loss:  0.184
Epoch  41 Batch  773/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.200
Epoch  41 Batch  774/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.202
Epoch  41 Batch  775/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.198
Epoch  41 Batch  776/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.193
Epoch  41 Batch  777/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.906, Loss:  0.223
Epoch  41 Batch  778/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.184
Epoch  41 Batch  779/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.209
Epoch  41 Batch  780/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.908, Loss:  0.224
Epoch  41 Batch  781/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.908, Loss:  0.186
Epoch  41 Batch  782/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.183
Epoch  41 Batch  783/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.229
Epoch  41 Batch  784/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.165
Epoch  41 Batch  785/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.906, Loss:  0.191
Epoch  41 Batch  786/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.202
Epoch  41 Batch  787/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.199
Epoch  41 Batch  788/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.186
Epoch  41 Batch  789/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.218
Epoch  41 Batch  790/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.907, Loss:  0.231
Epoch  41 Batch  791/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.196
Epoch  41 Batch  792/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.206
Epoch  41 Batch  793/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.205
Epoch  41 Batch  794/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.196
Epoch  41 Batch  795/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.232
Epoch  41 Batch  796/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.193
Epoch  41 Batch  797/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.190
Epoch  41 Batch  798/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.199
Epoch  41 Batch  799/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.910, Loss:  0.233
Epoch  41 Batch  800/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.194
Epoch  41 Batch  801/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.200
Epoch  41 Batch  802/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.215
Epoch  41 Batch  803/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.914, Loss:  0.205
Epoch  41 Batch  804/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.211
Epoch  41 Batch  805/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.917, Loss:  0.205
Epoch  41 Batch  806/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.196
Epoch  41 Batch  807/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.177
Epoch  41 Batch  808/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.910, Loss:  0.225
Epoch  41 Batch  809/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.203
Epoch  41 Batch  810/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.905, Loss:  0.191
Epoch  41 Batch  811/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.195
Epoch  41 Batch  812/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.245
Epoch  41 Batch  813/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.209
Epoch  41 Batch  814/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.202
Epoch  41 Batch  815/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.201
Epoch  41 Batch  816/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.221
Epoch  41 Batch  817/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.245
Epoch  41 Batch  818/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.218
Epoch  41 Batch  819/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.194
Epoch  41 Batch  820/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.912, Loss:  0.220
Epoch  41 Batch  821/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.199
Epoch  41 Batch  822/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.189
Epoch  41 Batch  823/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.202
Epoch  41 Batch  824/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.181
Epoch  41 Batch  825/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.192
Epoch  41 Batch  826/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.907, Loss:  0.173
Epoch  41 Batch  827/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.190
Epoch  41 Batch  828/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.187
Epoch  41 Batch  829/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.912, Loss:  0.226
Epoch  41 Batch  830/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.907, Loss:  0.206
Epoch  41 Batch  831/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.908, Loss:  0.197
Epoch  41 Batch  832/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.216
Epoch  41 Batch  833/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.212
Epoch  41 Batch  834/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.216
Epoch  41 Batch  835/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.214
Epoch  41 Batch  836/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.206
Epoch  41 Batch  837/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.226
Epoch  41 Batch  838/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.190
Epoch  41 Batch  839/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.205
Epoch  41 Batch  840/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.185
Epoch  41 Batch  841/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.905, Loss:  0.200
Epoch  41 Batch  842/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.204
Epoch  41 Batch  843/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.187
Epoch  41 Batch  844/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.185
Epoch  41 Batch  845/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.209
Epoch  41 Batch  846/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.920, Loss:  0.209
Epoch  41 Batch  847/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.221
Epoch  41 Batch  848/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.191
Epoch  41 Batch  849/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.192
Epoch  41 Batch  850/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.908, Loss:  0.227
Epoch  41 Batch  851/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.223
Epoch  41 Batch  852/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.907, Loss:  0.215
Epoch  41 Batch  853/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.179
Epoch  41 Batch  854/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.221
Epoch  41 Batch  855/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.191
Epoch  41 Batch  856/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.218
Epoch  41 Batch  857/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.183
Epoch  41 Batch  858/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.183
Epoch  41 Batch  859/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.224
Epoch  41 Batch  860/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.191
Epoch  41 Batch  861/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.905, Loss:  0.202
Epoch  41 Batch  862/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.210
Epoch  41 Batch  863/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.184
Epoch  41 Batch  864/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.916, Loss:  0.182
Epoch  41 Batch  865/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.202
Epoch  41 Batch  866/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.200
Epoch  41 Batch  867/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.911, Loss:  0.246
Epoch  41 Batch  868/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.196
Epoch  41 Batch  869/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.206
Epoch  41 Batch  870/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.905, Loss:  0.216
Epoch  41 Batch  871/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.197
Epoch  41 Batch  872/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.191
Epoch  41 Batch  873/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.206
Epoch  41 Batch  874/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.900, Loss:  0.225
Epoch  41 Batch  875/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.191
Epoch  41 Batch  876/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.904, Loss:  0.200
Epoch  41 Batch  877/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.181
Epoch  41 Batch  878/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.195
Epoch  41 Batch  879/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.184
Epoch  41 Batch  880/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.189
Epoch  41 Batch  881/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.211
Epoch  41 Batch  882/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.218
Epoch  41 Batch  883/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.258
Epoch  41 Batch  884/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.917, Loss:  0.199
Epoch  41 Batch  885/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.170
Epoch  41 Batch  886/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.915, Loss:  0.219
Epoch  41 Batch  887/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.914, Loss:  0.220
Epoch  41 Batch  888/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.198
Epoch  41 Batch  889/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.219
Epoch  41 Batch  890/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.173
Epoch  41 Batch  891/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.192
Epoch  41 Batch  892/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.172
Epoch  41 Batch  893/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.216
Epoch  41 Batch  894/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.185
Epoch  41 Batch  895/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.189
Epoch  41 Batch  896/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.910, Loss:  0.204
Epoch  41 Batch  897/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.910, Loss:  0.176
Epoch  41 Batch  898/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.910, Loss:  0.171
Epoch  41 Batch  899/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.212
Epoch  41 Batch  900/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.910, Loss:  0.208
Epoch  41 Batch  901/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.214
Epoch  41 Batch  902/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.911, Loss:  0.226
Epoch  41 Batch  903/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.191
Epoch  41 Batch  904/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.185
Epoch  41 Batch  905/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.185
Epoch  41 Batch  906/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.187
Epoch  41 Batch  907/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.188
Epoch  41 Batch  908/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.216
Epoch  41 Batch  909/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.191
Epoch  41 Batch  910/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.200
Epoch  41 Batch  911/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.162
Epoch  41 Batch  912/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.210
Epoch  41 Batch  913/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.240
Epoch  41 Batch  914/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.227
Epoch  41 Batch  915/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.906, Loss:  0.212
Epoch  41 Batch  916/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.211
Epoch  41 Batch  917/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.182
Epoch  41 Batch  918/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.180
Epoch  41 Batch  919/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.180
Epoch  41 Batch  920/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.228
Epoch  41 Batch  921/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.219
Epoch  41 Batch  922/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.201
Epoch  41 Batch  923/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.210
Epoch  41 Batch  924/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.248
Epoch  41 Batch  925/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.188
Epoch  41 Batch  926/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.912, Loss:  0.211
Epoch  41 Batch  927/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.231
Epoch  41 Batch  928/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.208
Epoch  41 Batch  929/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.205
Epoch  41 Batch  930/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.194
Epoch  41 Batch  931/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.190
Epoch  41 Batch  932/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.192
Epoch  41 Batch  933/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.220
Epoch  41 Batch  934/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.904, Loss:  0.195
Epoch  41 Batch  935/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.205
Epoch  41 Batch  936/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.199
Epoch  41 Batch  937/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.200
Epoch  41 Batch  938/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.210
Epoch  41 Batch  939/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.232
Epoch  41 Batch  940/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.180
Epoch  41 Batch  941/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.904, Loss:  0.198
Epoch  41 Batch  942/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.218
Epoch  41 Batch  943/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.196
Epoch  41 Batch  944/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.913, Loss:  0.182
Epoch  41 Batch  945/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.177
Epoch  41 Batch  946/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.913, Loss:  0.184
Epoch  41 Batch  947/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.913, Loss:  0.241
Epoch  41 Batch  948/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.188
Epoch  41 Batch  949/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.181
Epoch  41 Batch  950/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.177
Epoch  41 Batch  951/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.192
Epoch  41 Batch  952/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.901, Loss:  0.171
Epoch  41 Batch  953/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.908, Loss:  0.185
Epoch  41 Batch  954/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.215
Epoch  41 Batch  955/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.211
Epoch  41 Batch  956/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.205
Epoch  41 Batch  957/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.207
Epoch  41 Batch  958/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.211
Epoch  41 Batch  959/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.910, Loss:  0.177
Epoch  41 Batch  960/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.190
Epoch  41 Batch  961/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.233
Epoch  41 Batch  962/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.185
Epoch  41 Batch  963/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.222
Epoch  41 Batch  964/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.192
Epoch  41 Batch  965/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.218
Epoch  41 Batch  966/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.176
Epoch  41 Batch  967/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.204
Epoch  41 Batch  968/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.228
Epoch  41 Batch  969/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.227
Epoch  41 Batch  970/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.890, Loss:  0.205
Epoch  41 Batch  971/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.890, Loss:  0.192
Epoch  41 Batch  972/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.888, Loss:  0.186
Epoch  41 Batch  973/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.888, Loss:  0.178
Epoch  41 Batch  974/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.888, Loss:  0.177
Epoch  41 Batch  975/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.888, Loss:  0.211
Epoch  41 Batch  976/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.894, Loss:  0.171
Epoch  41 Batch  977/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.184
Epoch  41 Batch  978/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.198
Epoch  41 Batch  979/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.207
Epoch  41 Batch  980/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.207
Epoch  41 Batch  981/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.901, Loss:  0.209
Epoch  41 Batch  982/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.204
Epoch  41 Batch  983/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.220
Epoch  41 Batch  984/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.910, Loss:  0.228
Epoch  41 Batch  985/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.910, Loss:  0.184
Epoch  41 Batch  986/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.194
Epoch  41 Batch  987/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.905, Loss:  0.205
Epoch  41 Batch  988/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.222
Epoch  41 Batch  989/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.202
Epoch  41 Batch  990/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.212
Epoch  41 Batch  991/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.191
Epoch  41 Batch  992/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.188
Epoch  41 Batch  993/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.170
Epoch  41 Batch  994/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.902, Loss:  0.200
Epoch  41 Batch  995/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.193
Epoch  41 Batch  996/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.187
Epoch  41 Batch  997/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.221
Epoch  41 Batch  998/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.184
Epoch  41 Batch  999/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.195
Epoch  41 Batch 1000/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.199
Epoch  41 Batch 1001/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.191
Epoch  41 Batch 1002/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.176
Epoch  41 Batch 1003/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.202
Epoch  41 Batch 1004/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.225
Epoch  41 Batch 1005/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.909, Loss:  0.189
Epoch  41 Batch 1006/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.173
Epoch  41 Batch 1007/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.199
Epoch  41 Batch 1008/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.231
Epoch  41 Batch 1009/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.170
Epoch  41 Batch 1010/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.920, Loss:  0.199
Epoch  41 Batch 1011/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.193
Epoch  41 Batch 1012/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.179
Epoch  41 Batch 1013/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.190
Epoch  41 Batch 1014/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.920, Loss:  0.200
Epoch  41 Batch 1015/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.915, Loss:  0.218
Epoch  41 Batch 1016/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.207
Epoch  41 Batch 1017/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.203
Epoch  41 Batch 1018/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.916, Loss:  0.185
Epoch  41 Batch 1019/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.917, Loss:  0.234
Epoch  41 Batch 1020/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.204
Epoch  41 Batch 1021/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.189
Epoch  41 Batch 1022/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.184
Epoch  41 Batch 1023/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.185
Epoch  41 Batch 1024/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.910, Loss:  0.227
Epoch  41 Batch 1025/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.910, Loss:  0.215
Epoch  41 Batch 1026/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.910, Loss:  0.203
Epoch  41 Batch 1027/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.210
Epoch  41 Batch 1028/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.910, Loss:  0.191
Epoch  41 Batch 1029/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.186
Epoch  41 Batch 1030/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.186
Epoch  41 Batch 1031/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.234
Epoch  41 Batch 1032/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.216
Epoch  41 Batch 1033/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.196
Epoch  41 Batch 1034/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.199
Epoch  41 Batch 1035/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.182
Epoch  41 Batch 1036/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.225
Epoch  41 Batch 1037/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.913, Loss:  0.223
Epoch  41 Batch 1038/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.204
Epoch  41 Batch 1039/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.197
Epoch  41 Batch 1040/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.914, Loss:  0.221
Epoch  41 Batch 1041/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.193
Epoch  41 Batch 1042/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.195
Epoch  41 Batch 1043/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.209
Epoch  41 Batch 1044/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.211
Epoch  41 Batch 1045/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.194
Epoch  41 Batch 1046/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.164
Epoch  41 Batch 1047/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.186
Epoch  41 Batch 1048/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.199
Epoch  41 Batch 1049/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.910, Loss:  0.215
Epoch  41 Batch 1050/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.202
Epoch  41 Batch 1051/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.210
Epoch  41 Batch 1052/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.192
Epoch  41 Batch 1053/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.190
Epoch  41 Batch 1054/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.199
Epoch  41 Batch 1055/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.910, Loss:  0.187
Epoch  41 Batch 1056/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.195
Epoch  41 Batch 1057/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.219
Epoch  41 Batch 1058/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.915, Loss:  0.209
Epoch  41 Batch 1059/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.915, Loss:  0.221
Epoch  41 Batch 1060/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.190
Epoch  41 Batch 1061/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.219
Epoch  41 Batch 1062/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.201
Epoch  41 Batch 1063/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.217
Epoch  41 Batch 1064/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.193
Epoch  41 Batch 1065/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.192
Epoch  41 Batch 1066/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.181
Epoch  41 Batch 1067/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.218
Epoch  41 Batch 1068/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.194
Epoch  41 Batch 1069/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.161
Epoch  41 Batch 1070/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.911, Loss:  0.195
Epoch  41 Batch 1071/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.194
Epoch  41 Batch 1072/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.226
Epoch  41 Batch 1073/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.210
Epoch  41 Batch 1074/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.220
Epoch  41 Batch 1075/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.912, Loss:  0.230
Epoch  42 Batch    0/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.187
Epoch  42 Batch    1/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.205
Epoch  42 Batch    2/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.917, Loss:  0.200
Epoch  42 Batch    3/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.197
Epoch  42 Batch    4/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.213
Epoch  42 Batch    5/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.232
Epoch  42 Batch    6/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.198
Epoch  42 Batch    7/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.161
Epoch  42 Batch    8/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.188
Epoch  42 Batch    9/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.212
Epoch  42 Batch   10/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.191
Epoch  42 Batch   11/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.919, Loss:  0.216
Epoch  42 Batch   12/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.205
Epoch  42 Batch   13/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.920, Loss:  0.194
Epoch  42 Batch   14/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.179
Epoch  42 Batch   15/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.190
Epoch  42 Batch   16/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.205
Epoch  42 Batch   17/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.194
Epoch  42 Batch   18/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.221
Epoch  42 Batch   19/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.213
Epoch  42 Batch   20/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.189
Epoch  42 Batch   21/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.911, Loss:  0.220
Epoch  42 Batch   22/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.198
Epoch  42 Batch   23/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.197
Epoch  42 Batch   24/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.202
Epoch  42 Batch   25/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.190
Epoch  42 Batch   26/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.221
Epoch  42 Batch   27/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.193
Epoch  42 Batch   28/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.196
Epoch  42 Batch   29/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.201
Epoch  42 Batch   30/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.194
Epoch  42 Batch   31/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.204
Epoch  42 Batch   32/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.193
Epoch  42 Batch   33/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.170
Epoch  42 Batch   34/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.193
Epoch  42 Batch   35/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.191
Epoch  42 Batch   36/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.197
Epoch  42 Batch   37/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.200
Epoch  42 Batch   38/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.219
Epoch  42 Batch   39/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.226
Epoch  42 Batch   40/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.193
Epoch  42 Batch   41/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.183
Epoch  42 Batch   42/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.918, Loss:  0.215
Epoch  42 Batch   43/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.180
Epoch  42 Batch   44/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.180
Epoch  42 Batch   45/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.914, Loss:  0.225
Epoch  42 Batch   46/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.215
Epoch  42 Batch   47/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.208
Epoch  42 Batch   48/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.226
Epoch  42 Batch   49/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.209
Epoch  42 Batch   50/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.910, Loss:  0.189
Epoch  42 Batch   51/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.181
Epoch  42 Batch   52/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.220
Epoch  42 Batch   53/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.190
Epoch  42 Batch   54/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.253
Epoch  42 Batch   55/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.189
Epoch  42 Batch   56/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.163
Epoch  42 Batch   57/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.181
Epoch  42 Batch   58/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.189
Epoch  42 Batch   59/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.910, Loss:  0.186
Epoch  42 Batch   60/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.179
Epoch  42 Batch   61/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.226
Epoch  42 Batch   62/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.214
Epoch  42 Batch   63/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.180
Epoch  42 Batch   64/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.173
Epoch  42 Batch   65/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.186
Epoch  42 Batch   66/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.178
Epoch  42 Batch   67/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.197
Epoch  42 Batch   68/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.227
Epoch  42 Batch   69/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.909, Loss:  0.234
Epoch  42 Batch   70/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.909, Loss:  0.222
Epoch  42 Batch   71/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.182
Epoch  42 Batch   72/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.203
Epoch  42 Batch   73/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.200
Epoch  42 Batch   74/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.172
Epoch  42 Batch   75/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.226
Epoch  42 Batch   76/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.912, Loss:  0.180
Epoch  42 Batch   77/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.916, Loss:  0.191
Epoch  42 Batch   78/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.916, Loss:  0.217
Epoch  42 Batch   79/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.186
Epoch  42 Batch   80/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.194
Epoch  42 Batch   81/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.177
Epoch  42 Batch   82/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.184
Epoch  42 Batch   83/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.196
Epoch  42 Batch   84/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.214
Epoch  42 Batch   85/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.184
Epoch  42 Batch   86/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.210
Epoch  42 Batch   87/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.909, Loss:  0.243
Epoch  42 Batch   88/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.909, Loss:  0.241
Epoch  42 Batch   89/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.203
Epoch  42 Batch   90/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.215
Epoch  42 Batch   91/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.171
Epoch  42 Batch   92/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.198
Epoch  42 Batch   93/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.199
Epoch  42 Batch   94/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.186
Epoch  42 Batch   95/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.229
Epoch  42 Batch   96/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.211
Epoch  42 Batch   97/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.208
Epoch  42 Batch   98/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.191
Epoch  42 Batch   99/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.220
Epoch  42 Batch  100/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.905, Loss:  0.208
Epoch  42 Batch  101/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.216
Epoch  42 Batch  102/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.193
Epoch  42 Batch  103/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.242
Epoch  42 Batch  104/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.906, Loss:  0.200
Epoch  42 Batch  105/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.215
Epoch  42 Batch  106/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.237
Epoch  42 Batch  107/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.210
Epoch  42 Batch  108/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.191
Epoch  42 Batch  109/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.198
Epoch  42 Batch  110/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.187
Epoch  42 Batch  111/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.194
Epoch  42 Batch  112/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.191
Epoch  42 Batch  113/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.225
Epoch  42 Batch  114/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.192
Epoch  42 Batch  115/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.904, Loss:  0.211
Epoch  42 Batch  116/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.904, Loss:  0.216
Epoch  42 Batch  117/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.209
Epoch  42 Batch  118/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.905, Loss:  0.202
Epoch  42 Batch  119/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.201
Epoch  42 Batch  120/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.235
Epoch  42 Batch  121/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.197
Epoch  42 Batch  122/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.175
Epoch  42 Batch  123/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.174
Epoch  42 Batch  124/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.215
Epoch  42 Batch  125/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.183
Epoch  42 Batch  126/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.173
Epoch  42 Batch  127/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.189
Epoch  42 Batch  128/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.192
Epoch  42 Batch  129/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.193
Epoch  42 Batch  130/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.192
Epoch  42 Batch  131/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.905, Loss:  0.217
Epoch  42 Batch  132/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.905, Loss:  0.216
Epoch  42 Batch  133/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.191
Epoch  42 Batch  134/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.905, Loss:  0.179
Epoch  42 Batch  135/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.207
Epoch  42 Batch  136/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.188
Epoch  42 Batch  137/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.189
Epoch  42 Batch  138/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.221
Epoch  42 Batch  139/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.205
Epoch  42 Batch  140/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.911, Loss:  0.202
Epoch  42 Batch  141/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.184
Epoch  42 Batch  142/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.197
Epoch  42 Batch  143/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.205
Epoch  42 Batch  144/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.231
Epoch  42 Batch  145/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.223
Epoch  42 Batch  146/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.228
Epoch  42 Batch  147/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.208
Epoch  42 Batch  148/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.204
Epoch  42 Batch  149/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.205
Epoch  42 Batch  150/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.182
Epoch  42 Batch  151/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.179
Epoch  42 Batch  152/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.210
Epoch  42 Batch  153/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.195
Epoch  42 Batch  154/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.196
Epoch  42 Batch  155/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.209
Epoch  42 Batch  156/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.190
Epoch  42 Batch  157/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.213
Epoch  42 Batch  158/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.203
Epoch  42 Batch  159/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.172
Epoch  42 Batch  160/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.185
Epoch  42 Batch  161/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.207
Epoch  42 Batch  162/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.223
Epoch  42 Batch  163/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.235
Epoch  42 Batch  164/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.212
Epoch  42 Batch  165/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.181
Epoch  42 Batch  166/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.234
Epoch  42 Batch  167/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.189
Epoch  42 Batch  168/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.218
Epoch  42 Batch  169/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.195
Epoch  42 Batch  170/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.909, Loss:  0.221
Epoch  42 Batch  171/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.908, Loss:  0.175
Epoch  42 Batch  172/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.179
Epoch  42 Batch  173/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.215
Epoch  42 Batch  174/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.202
Epoch  42 Batch  175/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.187
Epoch  42 Batch  176/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.202
Epoch  42 Batch  177/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.197
Epoch  42 Batch  178/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.198
Epoch  42 Batch  179/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.221
Epoch  42 Batch  180/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.903, Loss:  0.184
Epoch  42 Batch  181/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.238
Epoch  42 Batch  182/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.202
Epoch  42 Batch  183/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.908, Loss:  0.213
Epoch  42 Batch  184/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.204
Epoch  42 Batch  185/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.223
Epoch  42 Batch  186/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.208
Epoch  42 Batch  187/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.182
Epoch  42 Batch  188/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.914, Loss:  0.198
Epoch  42 Batch  189/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.186
Epoch  42 Batch  190/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.175
Epoch  42 Batch  191/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.189
Epoch  42 Batch  192/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.195
Epoch  42 Batch  193/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.195
Epoch  42 Batch  194/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.192
Epoch  42 Batch  195/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.184
Epoch  42 Batch  196/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.199
Epoch  42 Batch  197/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.190
Epoch  42 Batch  198/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.204
Epoch  42 Batch  199/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.185
Epoch  42 Batch  200/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.201
Epoch  42 Batch  201/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.172
Epoch  42 Batch  202/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.212
Epoch  42 Batch  203/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.193
Epoch  42 Batch  204/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.914, Loss:  0.244
Epoch  42 Batch  205/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.218
Epoch  42 Batch  206/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.205
Epoch  42 Batch  207/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.207
Epoch  42 Batch  208/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.213
Epoch  42 Batch  209/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.911, Loss:  0.169
Epoch  42 Batch  210/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.209
Epoch  42 Batch  211/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.179
Epoch  42 Batch  212/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.169
Epoch  42 Batch  213/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.180
Epoch  42 Batch  214/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.183
Epoch  42 Batch  215/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.902, Loss:  0.209
Epoch  42 Batch  216/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.195
Epoch  42 Batch  217/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.178
Epoch  42 Batch  218/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.898, Loss:  0.218
Epoch  42 Batch  219/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.897, Loss:  0.183
Epoch  42 Batch  220/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.196
Epoch  42 Batch  221/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.897, Loss:  0.194
Epoch  42 Batch  222/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.200
Epoch  42 Batch  223/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.179
Epoch  42 Batch  224/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.197
Epoch  42 Batch  225/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.209
Epoch  42 Batch  226/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.897, Loss:  0.188
Epoch  42 Batch  227/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.904, Loss:  0.232
Epoch  42 Batch  228/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.170
Epoch  42 Batch  229/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.220
Epoch  42 Batch  230/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.190
Epoch  42 Batch  231/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.909, Loss:  0.209
Epoch  42 Batch  232/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.910, Loss:  0.194
Epoch  42 Batch  233/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.241
Epoch  42 Batch  234/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.915, Loss:  0.213
Epoch  42 Batch  235/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.916, Loss:  0.192
Epoch  42 Batch  236/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.192
Epoch  42 Batch  237/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.177
Epoch  42 Batch  238/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.203
Epoch  42 Batch  239/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.915, Loss:  0.163
Epoch  42 Batch  240/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.915, Loss:  0.190
Epoch  42 Batch  241/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.158
Epoch  42 Batch  242/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.197
Epoch  42 Batch  243/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.226
Epoch  42 Batch  244/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.918, Loss:  0.209
Epoch  42 Batch  245/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.174
Epoch  42 Batch  246/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.202
Epoch  42 Batch  247/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.916, Loss:  0.185
Epoch  42 Batch  248/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.190
Epoch  42 Batch  249/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.196
Epoch  42 Batch  250/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.192
Epoch  42 Batch  251/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.184
Epoch  42 Batch  252/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.209
Epoch  42 Batch  253/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.187
Epoch  42 Batch  254/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.211
Epoch  42 Batch  255/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.902, Loss:  0.195
Epoch  42 Batch  256/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.225
Epoch  42 Batch  257/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.902, Loss:  0.201
Epoch  42 Batch  258/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.196
Epoch  42 Batch  259/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.194
Epoch  42 Batch  260/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.177
Epoch  42 Batch  261/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.197
Epoch  42 Batch  262/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.164
Epoch  42 Batch  263/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.902, Loss:  0.186
Epoch  42 Batch  264/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.206
Epoch  42 Batch  265/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.903, Loss:  0.191
Epoch  42 Batch  266/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.203
Epoch  42 Batch  267/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.181
Epoch  42 Batch  268/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.205
Epoch  42 Batch  269/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.236
Epoch  42 Batch  270/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.906, Loss:  0.215
Epoch  42 Batch  271/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.173
Epoch  42 Batch  272/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.906, Loss:  0.287
Epoch  42 Batch  273/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.177
Epoch  42 Batch  274/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.214
Epoch  42 Batch  275/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.206
Epoch  42 Batch  276/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.248
Epoch  42 Batch  277/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.902, Loss:  0.172
Epoch  42 Batch  278/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.902, Loss:  0.207
Epoch  42 Batch  279/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.222
Epoch  42 Batch  280/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.205
Epoch  42 Batch  281/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.205
Epoch  42 Batch  282/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.259
Epoch  42 Batch  283/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.908, Loss:  0.236
Epoch  42 Batch  284/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.227
Epoch  42 Batch  285/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.204
Epoch  42 Batch  286/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.182
Epoch  42 Batch  287/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.190
Epoch  42 Batch  288/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.908, Loss:  0.218
Epoch  42 Batch  289/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.194
Epoch  42 Batch  290/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.219
Epoch  42 Batch  291/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.205
Epoch  42 Batch  292/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.193
Epoch  42 Batch  293/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.211
Epoch  42 Batch  294/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.187
Epoch  42 Batch  295/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.220
Epoch  42 Batch  296/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.190
Epoch  42 Batch  297/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.911, Loss:  0.219
Epoch  42 Batch  298/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.910, Loss:  0.232
Epoch  42 Batch  299/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.180
Epoch  42 Batch  300/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.909, Loss:  0.188
Epoch  42 Batch  301/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.177
Epoch  42 Batch  302/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.190
Epoch  42 Batch  303/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.214
Epoch  42 Batch  304/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.182
Epoch  42 Batch  305/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.203
Epoch  42 Batch  306/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.199
Epoch  42 Batch  307/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.184
Epoch  42 Batch  308/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.205
Epoch  42 Batch  309/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.193
Epoch  42 Batch  310/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.897, Loss:  0.214
Epoch  42 Batch  311/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.897, Loss:  0.203
Epoch  42 Batch  312/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.898, Loss:  0.214
Epoch  42 Batch  313/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.181
Epoch  42 Batch  314/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.895, Loss:  0.201
Epoch  42 Batch  315/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.895, Loss:  0.187
Epoch  42 Batch  316/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.182
Epoch  42 Batch  317/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.900, Loss:  0.217
Epoch  42 Batch  318/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.208
Epoch  42 Batch  319/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.207
Epoch  42 Batch  320/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.207
Epoch  42 Batch  321/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.905, Loss:  0.197
Epoch  42 Batch  322/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.184
Epoch  42 Batch  323/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.206
Epoch  42 Batch  324/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.194
Epoch  42 Batch  325/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.202
Epoch  42 Batch  326/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.198
Epoch  42 Batch  327/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.224
Epoch  42 Batch  328/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.236
Epoch  42 Batch  329/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.907, Loss:  0.209
Epoch  42 Batch  330/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.186
Epoch  42 Batch  331/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.193
Epoch  42 Batch  332/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.164
Epoch  42 Batch  333/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.905, Loss:  0.182
Epoch  42 Batch  334/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.910, Loss:  0.176
Epoch  42 Batch  335/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.197
Epoch  42 Batch  336/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.232
Epoch  42 Batch  337/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.912, Loss:  0.200
Epoch  42 Batch  338/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.913, Loss:  0.222
Epoch  42 Batch  339/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.178
Epoch  42 Batch  340/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.197
Epoch  42 Batch  341/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.912, Loss:  0.252
Epoch  42 Batch  342/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.179
Epoch  42 Batch  343/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.206
Epoch  42 Batch  344/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.192
Epoch  42 Batch  345/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.202
Epoch  42 Batch  346/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.191
Epoch  42 Batch  347/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.185
Epoch  42 Batch  348/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.902, Loss:  0.186
Epoch  42 Batch  349/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.197
Epoch  42 Batch  350/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.895, Loss:  0.204
Epoch  42 Batch  351/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.895, Loss:  0.197
Epoch  42 Batch  352/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.191
Epoch  42 Batch  353/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.897, Loss:  0.233
Epoch  42 Batch  354/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.214
Epoch  42 Batch  355/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.209
Epoch  42 Batch  356/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.193
Epoch  42 Batch  357/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.906, Loss:  0.202
Epoch  42 Batch  358/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.907, Loss:  0.226
Epoch  42 Batch  359/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.209
Epoch  42 Batch  360/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.218
Epoch  42 Batch  361/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.211
Epoch  42 Batch  362/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.191
Epoch  42 Batch  363/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.233
Epoch  42 Batch  364/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.214
Epoch  42 Batch  365/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.187
Epoch  42 Batch  366/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.178
Epoch  42 Batch  367/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.161
Epoch  42 Batch  368/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.203
Epoch  42 Batch  369/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.195
Epoch  42 Batch  370/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.188
Epoch  42 Batch  371/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.210
Epoch  42 Batch  372/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.172
Epoch  42 Batch  373/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.165
Epoch  42 Batch  374/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.912, Loss:  0.219
Epoch  42 Batch  375/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.913, Loss:  0.186
Epoch  42 Batch  376/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.201
Epoch  42 Batch  377/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.202
Epoch  42 Batch  378/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.186
Epoch  42 Batch  379/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.909, Loss:  0.208
Epoch  42 Batch  380/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.183
Epoch  42 Batch  381/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.212
Epoch  42 Batch  382/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.246
Epoch  42 Batch  383/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.195
Epoch  42 Batch  384/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.192
Epoch  42 Batch  385/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.204
Epoch  42 Batch  386/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.908, Loss:  0.198
Epoch  42 Batch  387/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.908, Loss:  0.200
Epoch  42 Batch  388/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.182
Epoch  42 Batch  389/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.194
Epoch  42 Batch  390/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.919, Loss:  0.223
Epoch  42 Batch  391/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.204
Epoch  42 Batch  392/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.198
Epoch  42 Batch  393/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.178
Epoch  42 Batch  394/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.190
Epoch  42 Batch  395/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.916, Loss:  0.174
Epoch  42 Batch  396/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.225
Epoch  42 Batch  397/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.910, Loss:  0.210
Epoch  42 Batch  398/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.207
Epoch  42 Batch  399/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.914, Loss:  0.214
Epoch  42 Batch  400/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.228
Epoch  42 Batch  401/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.185
Epoch  42 Batch  402/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.186
Epoch  42 Batch  403/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.224
Epoch  42 Batch  404/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.185
Epoch  42 Batch  405/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.205
Epoch  42 Batch  406/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.896, Loss:  0.179
Epoch  42 Batch  407/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.896, Loss:  0.232
Epoch  42 Batch  408/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.224
Epoch  42 Batch  409/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.226
Epoch  42 Batch  410/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.217
Epoch  42 Batch  411/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.192
Epoch  42 Batch  412/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.901, Loss:  0.186
Epoch  42 Batch  413/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.896, Loss:  0.204
Epoch  42 Batch  414/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.213
Epoch  42 Batch  415/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.893, Loss:  0.204
Epoch  42 Batch  416/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.188
Epoch  42 Batch  417/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.894, Loss:  0.259
Epoch  42 Batch  418/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.896, Loss:  0.177
Epoch  42 Batch  419/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.896, Loss:  0.196
Epoch  42 Batch  420/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.196
Epoch  42 Batch  421/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.232
Epoch  42 Batch  422/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.199
Epoch  42 Batch  423/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.218
Epoch  42 Batch  424/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.903, Loss:  0.214
Epoch  42 Batch  425/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.188
Epoch  42 Batch  426/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.222
Epoch  42 Batch  427/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.192
Epoch  42 Batch  428/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.191
Epoch  42 Batch  429/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.166
Epoch  42 Batch  430/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.175
Epoch  42 Batch  431/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.193
Epoch  42 Batch  432/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.198
Epoch  42 Batch  433/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.907, Loss:  0.201
Epoch  42 Batch  434/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.203
Epoch  42 Batch  435/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.913, Loss:  0.215
Epoch  42 Batch  436/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.175
Epoch  42 Batch  437/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.186
Epoch  42 Batch  438/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.201
Epoch  42 Batch  439/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.236
Epoch  42 Batch  440/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.910, Loss:  0.223
Epoch  42 Batch  441/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.911, Loss:  0.216
Epoch  42 Batch  442/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.193
Epoch  42 Batch  443/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.896, Loss:  0.191
Epoch  42 Batch  444/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.198
Epoch  42 Batch  445/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.196
Epoch  42 Batch  446/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.903, Loss:  0.158
Epoch  42 Batch  447/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.204
Epoch  42 Batch  448/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.210
Epoch  42 Batch  449/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.899, Loss:  0.214
Epoch  42 Batch  450/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.894, Loss:  0.198
Epoch  42 Batch  451/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.189
Epoch  42 Batch  452/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.208
Epoch  42 Batch  453/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.185
Epoch  42 Batch  454/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.210
Epoch  42 Batch  455/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.199
Epoch  42 Batch  456/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.199
Epoch  42 Batch  457/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.185
Epoch  42 Batch  458/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.195
Epoch  42 Batch  459/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.196
Epoch  42 Batch  460/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.188
Epoch  42 Batch  461/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.189
Epoch  42 Batch  462/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.191
Epoch  42 Batch  463/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.203
Epoch  42 Batch  464/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.196
Epoch  42 Batch  465/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.220
Epoch  42 Batch  466/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.181
Epoch  42 Batch  467/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.205
Epoch  42 Batch  468/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.204
Epoch  42 Batch  469/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.184
Epoch  42 Batch  470/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.198
Epoch  42 Batch  471/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.904, Loss:  0.195
Epoch  42 Batch  472/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.205
Epoch  42 Batch  473/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.211
Epoch  42 Batch  474/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.222
Epoch  42 Batch  475/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.196
Epoch  42 Batch  476/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.189
Epoch  42 Batch  477/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.183
Epoch  42 Batch  478/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.208
Epoch  42 Batch  479/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.208
Epoch  42 Batch  480/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.213
Epoch  42 Batch  481/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.208
Epoch  42 Batch  482/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.220
Epoch  42 Batch  483/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.206
Epoch  42 Batch  484/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.197
Epoch  42 Batch  485/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.198
Epoch  42 Batch  486/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.911, Loss:  0.191
Epoch  42 Batch  487/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.189
Epoch  42 Batch  488/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.209
Epoch  42 Batch  489/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.194
Epoch  42 Batch  490/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.215
Epoch  42 Batch  491/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.215
Epoch  42 Batch  492/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.229
Epoch  42 Batch  493/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.178
Epoch  42 Batch  494/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.186
Epoch  42 Batch  495/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.915, Loss:  0.200
Epoch  42 Batch  496/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.215
Epoch  42 Batch  497/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.220
Epoch  42 Batch  498/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.189
Epoch  42 Batch  499/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.173
Epoch  42 Batch  500/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.206
Epoch  42 Batch  501/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.191
Epoch  42 Batch  502/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.187
Epoch  42 Batch  503/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.208
Epoch  42 Batch  504/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.902, Loss:  0.186
Epoch  42 Batch  505/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.158
Epoch  42 Batch  506/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.204
Epoch  42 Batch  507/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.909, Loss:  0.198
Epoch  42 Batch  508/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.181
Epoch  42 Batch  509/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.222
Epoch  42 Batch  510/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.190
Epoch  42 Batch  511/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.185
Epoch  42 Batch  512/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.907, Loss:  0.192
Epoch  42 Batch  513/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.215
Epoch  42 Batch  514/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.904, Loss:  0.204
Epoch  42 Batch  515/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.193
Epoch  42 Batch  516/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.193
Epoch  42 Batch  517/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.213
Epoch  42 Batch  518/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.196
Epoch  42 Batch  519/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.188
Epoch  42 Batch  520/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.908, Loss:  0.178
Epoch  42 Batch  521/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.205
Epoch  42 Batch  522/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.907, Loss:  0.217
Epoch  42 Batch  523/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.205
Epoch  42 Batch  524/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.213
Epoch  42 Batch  525/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.214
Epoch  42 Batch  526/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.912, Loss:  0.177
Epoch  42 Batch  527/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.910, Loss:  0.207
Epoch  42 Batch  528/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.200
Epoch  42 Batch  529/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.187
Epoch  42 Batch  530/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.214
Epoch  42 Batch  531/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.196
Epoch  42 Batch  532/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.909, Loss:  0.231
Epoch  42 Batch  533/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.234
Epoch  42 Batch  534/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.239
Epoch  42 Batch  535/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.188
Epoch  42 Batch  536/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.184
Epoch  42 Batch  537/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.205
Epoch  42 Batch  538/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.168
Epoch  42 Batch  539/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.229
Epoch  42 Batch  540/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.179
Epoch  42 Batch  541/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.194
Epoch  42 Batch  542/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.185
Epoch  42 Batch  543/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.204
Epoch  42 Batch  544/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.183
Epoch  42 Batch  545/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.217
Epoch  42 Batch  546/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.223
Epoch  42 Batch  547/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.200
Epoch  42 Batch  548/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.235
Epoch  42 Batch  549/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.213
Epoch  42 Batch  550/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.911, Loss:  0.206
Epoch  42 Batch  551/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.212
Epoch  42 Batch  552/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.227
Epoch  42 Batch  553/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.210
Epoch  42 Batch  554/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.197
Epoch  42 Batch  555/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.197
Epoch  42 Batch  556/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.185
Epoch  42 Batch  557/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.198
Epoch  42 Batch  558/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.223
Epoch  42 Batch  559/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.190
Epoch  42 Batch  560/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.189
Epoch  42 Batch  561/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.174
Epoch  42 Batch  562/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.204
Epoch  42 Batch  563/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.914, Loss:  0.219
Epoch  42 Batch  564/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.914, Loss:  0.239
Epoch  42 Batch  565/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.916, Loss:  0.222
Epoch  42 Batch  566/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.916, Loss:  0.241
Epoch  42 Batch  567/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.212
Epoch  42 Batch  568/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.205
Epoch  42 Batch  569/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.205
Epoch  42 Batch  570/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.227
Epoch  42 Batch  571/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.177
Epoch  42 Batch  572/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.175
Epoch  42 Batch  573/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.224
Epoch  42 Batch  574/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.916, Loss:  0.217
Epoch  42 Batch  575/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.217
Epoch  42 Batch  576/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.187
Epoch  42 Batch  577/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.213
Epoch  42 Batch  578/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.913, Loss:  0.243
Epoch  42 Batch  579/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.184
Epoch  42 Batch  580/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.171
Epoch  42 Batch  581/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.180
Epoch  42 Batch  582/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.907, Loss:  0.196
Epoch  42 Batch  583/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.208
Epoch  42 Batch  584/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.204
Epoch  42 Batch  585/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.177
Epoch  42 Batch  586/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.908, Loss:  0.192
Epoch  42 Batch  587/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.184
Epoch  42 Batch  588/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.197
Epoch  42 Batch  589/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.196
Epoch  42 Batch  590/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.201
Epoch  42 Batch  591/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.198
Epoch  42 Batch  592/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.210
Epoch  42 Batch  593/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.213
Epoch  42 Batch  594/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.192
Epoch  42 Batch  595/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.221
Epoch  42 Batch  596/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.226
Epoch  42 Batch  597/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.191
Epoch  42 Batch  598/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.195
Epoch  42 Batch  599/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.890, Loss:  0.242
Epoch  42 Batch  600/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.891, Loss:  0.211
Epoch  42 Batch  601/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.892, Loss:  0.212
Epoch  42 Batch  602/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.892, Loss:  0.205
Epoch  42 Batch  603/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.892, Loss:  0.204
Epoch  42 Batch  604/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.892, Loss:  0.228
Epoch  42 Batch  605/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.893, Loss:  0.225
Epoch  42 Batch  606/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.892, Loss:  0.164
Epoch  42 Batch  607/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.183
Epoch  42 Batch  608/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.218
Epoch  42 Batch  609/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.914, Loss:  0.219
Epoch  42 Batch  610/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.914, Loss:  0.247
Epoch  42 Batch  611/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.204
Epoch  42 Batch  612/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.182
Epoch  42 Batch  613/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.220
Epoch  42 Batch  614/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.184
Epoch  42 Batch  615/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.202
Epoch  42 Batch  616/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.235
Epoch  42 Batch  617/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.173
Epoch  42 Batch  618/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.909, Loss:  0.186
Epoch  42 Batch  619/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.183
Epoch  42 Batch  620/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.198
Epoch  42 Batch  621/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.912, Loss:  0.203
Epoch  42 Batch  622/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.190
Epoch  42 Batch  623/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.909, Loss:  0.209
Epoch  42 Batch  624/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.199
Epoch  42 Batch  625/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.910, Loss:  0.199
Epoch  42 Batch  626/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.186
Epoch  42 Batch  627/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.201
Epoch  42 Batch  628/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.216
Epoch  42 Batch  629/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.201
Epoch  42 Batch  630/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.202
Epoch  42 Batch  631/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.212
Epoch  42 Batch  632/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.911, Loss:  0.191
Epoch  42 Batch  633/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.198
Epoch  42 Batch  634/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.174
Epoch  42 Batch  635/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.906, Loss:  0.241
Epoch  42 Batch  636/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.193
Epoch  42 Batch  637/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.213
Epoch  42 Batch  638/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.207
Epoch  42 Batch  639/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.203
Epoch  42 Batch  640/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.178
Epoch  42 Batch  641/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.185
Epoch  42 Batch  642/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.201
Epoch  42 Batch  643/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.183
Epoch  42 Batch  644/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.192
Epoch  42 Batch  645/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.208
Epoch  42 Batch  646/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.195
Epoch  42 Batch  647/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.213
Epoch  42 Batch  648/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.184
Epoch  42 Batch  649/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.218
Epoch  42 Batch  650/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.199
Epoch  42 Batch  651/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.208
Epoch  42 Batch  652/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.204
Epoch  42 Batch  653/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.211
Epoch  42 Batch  654/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.184
Epoch  42 Batch  655/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.198
Epoch  42 Batch  656/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.908, Loss:  0.196
Epoch  42 Batch  657/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.194
Epoch  42 Batch  658/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.186
Epoch  42 Batch  659/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.205
Epoch  42 Batch  660/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.218
Epoch  42 Batch  661/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.901, Loss:  0.190
Epoch  42 Batch  662/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.900, Loss:  0.183
Epoch  42 Batch  663/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.185
Epoch  42 Batch  664/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.183
Epoch  42 Batch  665/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.195
Epoch  42 Batch  666/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.193
Epoch  42 Batch  667/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.228
Epoch  42 Batch  668/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.183
Epoch  42 Batch  669/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.189
Epoch  42 Batch  670/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.192
Epoch  42 Batch  671/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.212
Epoch  42 Batch  672/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.190
Epoch  42 Batch  673/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.185
Epoch  42 Batch  674/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.911, Loss:  0.184
Epoch  42 Batch  675/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.209
Epoch  42 Batch  676/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.198
Epoch  42 Batch  677/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.208
Epoch  42 Batch  678/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.915, Loss:  0.170
Epoch  42 Batch  679/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.234
Epoch  42 Batch  680/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.191
Epoch  42 Batch  681/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.209
Epoch  42 Batch  682/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.913, Loss:  0.196
Epoch  42 Batch  683/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.188
Epoch  42 Batch  684/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.211
Epoch  42 Batch  685/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.209
Epoch  42 Batch  686/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.201
Epoch  42 Batch  687/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.210
Epoch  42 Batch  688/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.192
Epoch  42 Batch  689/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.897, Loss:  0.167
Epoch  42 Batch  690/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.894, Loss:  0.209
Epoch  42 Batch  691/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.893, Loss:  0.228
Epoch  42 Batch  692/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.890, Loss:  0.186
Epoch  42 Batch  693/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.899, Loss:  0.248
Epoch  42 Batch  694/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.186
Epoch  42 Batch  695/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.199
Epoch  42 Batch  696/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.908, Loss:  0.205
Epoch  42 Batch  697/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.898, Loss:  0.198
Epoch  42 Batch  698/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.188
Epoch  42 Batch  699/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.199
Epoch  42 Batch  700/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.898, Loss:  0.183
Epoch  42 Batch  701/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.209
Epoch  42 Batch  702/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.901, Loss:  0.229
Epoch  42 Batch  703/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.206
Epoch  42 Batch  704/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.901, Loss:  0.235
Epoch  42 Batch  705/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.901, Loss:  0.206
Epoch  42 Batch  706/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.235
Epoch  42 Batch  707/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.198
Epoch  42 Batch  708/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.195
Epoch  42 Batch  709/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.901, Loss:  0.218
Epoch  42 Batch  710/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.203
Epoch  42 Batch  711/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.211
Epoch  42 Batch  712/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.900, Loss:  0.198
Epoch  42 Batch  713/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.182
Epoch  42 Batch  714/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.200
Epoch  42 Batch  715/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.902, Loss:  0.216
Epoch  42 Batch  716/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.902, Loss:  0.163
Epoch  42 Batch  717/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.906, Loss:  0.197
Epoch  42 Batch  718/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.199
Epoch  42 Batch  719/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.195
Epoch  42 Batch  720/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.902, Loss:  0.227
Epoch  42 Batch  721/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.195
Epoch  42 Batch  722/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.184
Epoch  42 Batch  723/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.199
Epoch  42 Batch  724/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.203
Epoch  42 Batch  725/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.901, Loss:  0.163
Epoch  42 Batch  726/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.182
Epoch  42 Batch  727/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.902, Loss:  0.180
Epoch  42 Batch  728/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.209
Epoch  42 Batch  729/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.221
Epoch  42 Batch  730/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.209
Epoch  42 Batch  731/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.908, Loss:  0.199
Epoch  42 Batch  732/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.199
Epoch  42 Batch  733/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.233
Epoch  42 Batch  734/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.910, Loss:  0.213
Epoch  42 Batch  735/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.190
Epoch  42 Batch  736/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.190
Epoch  42 Batch  737/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.919, Loss:  0.223
Epoch  42 Batch  738/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.177
Epoch  42 Batch  739/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.196
Epoch  42 Batch  740/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.197
Epoch  42 Batch  741/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.223
Epoch  42 Batch  742/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.202
Epoch  42 Batch  743/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.904, Loss:  0.200
Epoch  42 Batch  744/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.183
Epoch  42 Batch  745/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.203
Epoch  42 Batch  746/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.216
Epoch  42 Batch  747/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.167
Epoch  42 Batch  748/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.182
Epoch  42 Batch  749/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.194
Epoch  42 Batch  750/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.919, Loss:  0.204
Epoch  42 Batch  751/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.199
Epoch  42 Batch  752/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.178
Epoch  42 Batch  753/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.203
Epoch  42 Batch  754/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.920, Loss:  0.207
Epoch  42 Batch  755/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.201
Epoch  42 Batch  756/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.199
Epoch  42 Batch  757/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.231
Epoch  42 Batch  758/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.176
Epoch  42 Batch  759/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.175
Epoch  42 Batch  760/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.215
Epoch  42 Batch  761/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.195
Epoch  42 Batch  762/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.180
Epoch  42 Batch  763/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.186
Epoch  42 Batch  764/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.195
Epoch  42 Batch  765/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.198
Epoch  42 Batch  766/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.914, Loss:  0.215
Epoch  42 Batch  767/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.193
Epoch  42 Batch  768/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.197
Epoch  42 Batch  769/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.190
Epoch  42 Batch  770/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.915, Loss:  0.189
Epoch  42 Batch  771/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.207
Epoch  42 Batch  772/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.913, Loss:  0.192
Epoch  42 Batch  773/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.172
Epoch  42 Batch  774/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.199
Epoch  42 Batch  775/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.905, Loss:  0.207
Epoch  42 Batch  776/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.183
Epoch  42 Batch  777/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.204
Epoch  42 Batch  778/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.180
Epoch  42 Batch  779/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.199
Epoch  42 Batch  780/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.911, Loss:  0.214
Epoch  42 Batch  781/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.914, Loss:  0.172
Epoch  42 Batch  782/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.207
Epoch  42 Batch  783/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.209
Epoch  42 Batch  784/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.904, Loss:  0.188
Epoch  42 Batch  785/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.905, Loss:  0.183
Epoch  42 Batch  786/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.905, Loss:  0.191
Epoch  42 Batch  787/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.198
Epoch  42 Batch  788/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.906, Loss:  0.178
Epoch  42 Batch  789/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.206
Epoch  42 Batch  790/1077 - Train Accuracy:  0.853, Validation Accuracy:  0.906, Loss:  0.209
Epoch  42 Batch  791/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.219
Epoch  42 Batch  792/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.190
Epoch  42 Batch  793/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.192
Epoch  42 Batch  794/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.905, Loss:  0.191
Epoch  42 Batch  795/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.241
Epoch  42 Batch  796/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.194
Epoch  42 Batch  797/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.199
Epoch  42 Batch  798/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.200
Epoch  42 Batch  799/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.206
Epoch  42 Batch  800/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.906, Loss:  0.182
Epoch  42 Batch  801/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.203
Epoch  42 Batch  802/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.226
Epoch  42 Batch  803/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.205
Epoch  42 Batch  804/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.206
Epoch  42 Batch  805/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.909, Loss:  0.219
Epoch  42 Batch  806/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.177
Epoch  42 Batch  807/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.177
Epoch  42 Batch  808/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.220
Epoch  42 Batch  809/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.230
Epoch  42 Batch  810/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.183
Epoch  42 Batch  811/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.180
Epoch  42 Batch  812/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.215
Epoch  42 Batch  813/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.188
Epoch  42 Batch  814/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.228
Epoch  42 Batch  815/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.177
Epoch  42 Batch  816/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.204
Epoch  42 Batch  817/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.212
Epoch  42 Batch  818/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.206
Epoch  42 Batch  819/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.197
Epoch  42 Batch  820/1077 - Train Accuracy:  0.851, Validation Accuracy:  0.913, Loss:  0.209
Epoch  42 Batch  821/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.181
Epoch  42 Batch  822/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.196
Epoch  42 Batch  823/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.186
Epoch  42 Batch  824/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.207
Epoch  42 Batch  825/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.182
Epoch  42 Batch  826/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.915, Loss:  0.205
Epoch  42 Batch  827/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.190
Epoch  42 Batch  828/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.187
Epoch  42 Batch  829/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.218
Epoch  42 Batch  830/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.907, Loss:  0.199
Epoch  42 Batch  831/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.908, Loss:  0.194
Epoch  42 Batch  832/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.214
Epoch  42 Batch  833/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.199
Epoch  42 Batch  834/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.202
Epoch  42 Batch  835/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.239
Epoch  42 Batch  836/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.189
Epoch  42 Batch  837/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.236
Epoch  42 Batch  838/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.184
Epoch  42 Batch  839/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.177
Epoch  42 Batch  840/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.182
Epoch  42 Batch  841/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.194
Epoch  42 Batch  842/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.179
Epoch  42 Batch  843/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.186
Epoch  42 Batch  844/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.185
Epoch  42 Batch  845/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.184
Epoch  42 Batch  846/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.904, Loss:  0.228
Epoch  42 Batch  847/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.218
Epoch  42 Batch  848/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.179
Epoch  42 Batch  849/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.191
Epoch  42 Batch  850/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.218
Epoch  42 Batch  851/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.188
Epoch  42 Batch  852/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.910, Loss:  0.220
Epoch  42 Batch  853/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.909, Loss:  0.178
Epoch  42 Batch  854/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.215
Epoch  42 Batch  855/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.192
Epoch  42 Batch  856/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.212
Epoch  42 Batch  857/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.182
Epoch  42 Batch  858/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.192
Epoch  42 Batch  859/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.220
Epoch  42 Batch  860/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.204
Epoch  42 Batch  861/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.201
Epoch  42 Batch  862/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.212
Epoch  42 Batch  863/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.198
Epoch  42 Batch  864/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.189
Epoch  42 Batch  865/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.172
Epoch  42 Batch  866/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.204
Epoch  42 Batch  867/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.918, Loss:  0.263
Epoch  42 Batch  868/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.210
Epoch  42 Batch  869/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.219
Epoch  42 Batch  870/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.905, Loss:  0.220
Epoch  42 Batch  871/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.185
Epoch  42 Batch  872/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.186
Epoch  42 Batch  873/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.189
Epoch  42 Batch  874/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.896, Loss:  0.209
Epoch  42 Batch  875/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.204
Epoch  42 Batch  876/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.196
Epoch  42 Batch  877/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.177
Epoch  42 Batch  878/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.899, Loss:  0.184
Epoch  42 Batch  879/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.176
Epoch  42 Batch  880/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.211
Epoch  42 Batch  881/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.216
Epoch  42 Batch  882/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.194
Epoch  42 Batch  883/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.903, Loss:  0.263
Epoch  42 Batch  884/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.190
Epoch  42 Batch  885/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.159
Epoch  42 Batch  886/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.208
Epoch  42 Batch  887/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.240
Epoch  42 Batch  888/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.177
Epoch  42 Batch  889/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.189
Epoch  42 Batch  890/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.908, Loss:  0.181
Epoch  42 Batch  891/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.210
Epoch  42 Batch  892/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.171
Epoch  42 Batch  893/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.214
Epoch  42 Batch  894/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.182
Epoch  42 Batch  895/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.196
Epoch  42 Batch  896/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.218
Epoch  42 Batch  897/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.179
Epoch  42 Batch  898/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.893, Loss:  0.163
Epoch  42 Batch  899/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.210
Epoch  42 Batch  900/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.219
Epoch  42 Batch  901/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.213
Epoch  42 Batch  902/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.915, Loss:  0.213
Epoch  42 Batch  903/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.180
Epoch  42 Batch  904/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.196
Epoch  42 Batch  905/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.181
Epoch  42 Batch  906/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.177
Epoch  42 Batch  907/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.908, Loss:  0.192
Epoch  42 Batch  908/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.208
Epoch  42 Batch  909/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.196
Epoch  42 Batch  910/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.182
Epoch  42 Batch  911/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.178
Epoch  42 Batch  912/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.204
Epoch  42 Batch  913/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.214
Epoch  42 Batch  914/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.223
Epoch  42 Batch  915/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.908, Loss:  0.194
Epoch  42 Batch  916/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.213
Epoch  42 Batch  917/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.195
Epoch  42 Batch  918/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.171
Epoch  42 Batch  919/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.187
Epoch  42 Batch  920/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.216
Epoch  42 Batch  921/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.188
Epoch  42 Batch  922/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.193
Epoch  42 Batch  923/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.205
Epoch  42 Batch  924/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.204
Epoch  42 Batch  925/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.190
Epoch  42 Batch  926/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.910, Loss:  0.219
Epoch  42 Batch  927/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.910, Loss:  0.227
Epoch  42 Batch  928/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.189
Epoch  42 Batch  929/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.197
Epoch  42 Batch  930/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.194
Epoch  42 Batch  931/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.200
Epoch  42 Batch  932/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.186
Epoch  42 Batch  933/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.201
Epoch  42 Batch  934/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.916, Loss:  0.194
Epoch  42 Batch  935/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.211
Epoch  42 Batch  936/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.188
Epoch  42 Batch  937/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.199
Epoch  42 Batch  938/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.200
Epoch  42 Batch  939/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.233
Epoch  42 Batch  940/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.196
Epoch  42 Batch  941/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.177
Epoch  42 Batch  942/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.202
Epoch  42 Batch  943/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.200
Epoch  42 Batch  944/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.179
Epoch  42 Batch  945/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.902, Loss:  0.181
Epoch  42 Batch  946/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.902, Loss:  0.186
Epoch  42 Batch  947/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.897, Loss:  0.222
Epoch  42 Batch  948/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.192
Epoch  42 Batch  949/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.902, Loss:  0.163
Epoch  42 Batch  950/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.180
Epoch  42 Batch  951/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.183
Epoch  42 Batch  952/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.192
Epoch  42 Batch  953/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.902, Loss:  0.188
Epoch  42 Batch  954/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.217
Epoch  42 Batch  955/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.205
Epoch  42 Batch  956/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.902, Loss:  0.217
Epoch  42 Batch  957/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.902, Loss:  0.182
Epoch  42 Batch  958/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.210
Epoch  42 Batch  959/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.898, Loss:  0.189
Epoch  42 Batch  960/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.192
Epoch  42 Batch  961/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.905, Loss:  0.210
Epoch  42 Batch  962/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.195
Epoch  42 Batch  963/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.223
Epoch  42 Batch  964/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.906, Loss:  0.176
Epoch  42 Batch  965/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.906, Loss:  0.220
Epoch  42 Batch  966/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.168
Epoch  42 Batch  967/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.191
Epoch  42 Batch  968/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.896, Loss:  0.233
Epoch  42 Batch  969/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.238
Epoch  42 Batch  970/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.212
Epoch  42 Batch  971/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.203
Epoch  42 Batch  972/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.891, Loss:  0.194
Epoch  42 Batch  973/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.892, Loss:  0.177
Epoch  42 Batch  974/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.892, Loss:  0.171
Epoch  42 Batch  975/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.897, Loss:  0.209
Epoch  42 Batch  976/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.163
Epoch  42 Batch  977/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.181
Epoch  42 Batch  978/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.207
Epoch  42 Batch  979/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.198
Epoch  42 Batch  980/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.194
Epoch  42 Batch  981/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.907, Loss:  0.195
Epoch  42 Batch  982/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.190
Epoch  42 Batch  983/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.208
Epoch  42 Batch  984/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.910, Loss:  0.216
Epoch  42 Batch  985/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.910, Loss:  0.177
Epoch  42 Batch  986/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.212
Epoch  42 Batch  987/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.191
Epoch  42 Batch  988/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.202
Epoch  42 Batch  989/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.210
Epoch  42 Batch  990/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.905, Loss:  0.214
Epoch  42 Batch  991/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.200
Epoch  42 Batch  992/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.905, Loss:  0.218
Epoch  42 Batch  993/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.171
Epoch  42 Batch  994/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.899, Loss:  0.195
Epoch  42 Batch  995/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.189
Epoch  42 Batch  996/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.184
Epoch  42 Batch  997/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.208
Epoch  42 Batch  998/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.170
Epoch  42 Batch  999/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.202
Epoch  42 Batch 1000/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.905, Loss:  0.173
Epoch  42 Batch 1001/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.176
Epoch  42 Batch 1002/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.172
Epoch  42 Batch 1003/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.900, Loss:  0.212
Epoch  42 Batch 1004/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.202
Epoch  42 Batch 1005/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.895, Loss:  0.198
Epoch  42 Batch 1006/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.189
Epoch  42 Batch 1007/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.897, Loss:  0.164
Epoch  42 Batch 1008/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.897, Loss:  0.217
Epoch  42 Batch 1009/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.897, Loss:  0.180
Epoch  42 Batch 1010/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.902, Loss:  0.178
Epoch  42 Batch 1011/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.192
Epoch  42 Batch 1012/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.897, Loss:  0.166
Epoch  42 Batch 1013/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.170
Epoch  42 Batch 1014/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.189
Epoch  42 Batch 1015/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.229
Epoch  42 Batch 1016/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.911, Loss:  0.212
Epoch  42 Batch 1017/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.200
Epoch  42 Batch 1018/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.913, Loss:  0.192
Epoch  42 Batch 1019/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.913, Loss:  0.232
Epoch  42 Batch 1020/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.192
Epoch  42 Batch 1021/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.182
Epoch  42 Batch 1022/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.178
Epoch  42 Batch 1023/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.181
Epoch  42 Batch 1024/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.907, Loss:  0.221
Epoch  42 Batch 1025/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.912, Loss:  0.210
Epoch  42 Batch 1026/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.196
Epoch  42 Batch 1027/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.903, Loss:  0.199
Epoch  42 Batch 1028/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.191
Epoch  42 Batch 1029/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.897, Loss:  0.180
Epoch  42 Batch 1030/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.892, Loss:  0.197
Epoch  42 Batch 1031/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.893, Loss:  0.225
Epoch  42 Batch 1032/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.216
Epoch  42 Batch 1033/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.886, Loss:  0.200
Epoch  42 Batch 1034/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.886, Loss:  0.195
Epoch  42 Batch 1035/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.882, Loss:  0.170
Epoch  42 Batch 1036/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.882, Loss:  0.217
Epoch  42 Batch 1037/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.883, Loss:  0.192
Epoch  42 Batch 1038/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.887, Loss:  0.193
Epoch  42 Batch 1039/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.887, Loss:  0.209
Epoch  42 Batch 1040/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.195
Epoch  42 Batch 1041/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.207
Epoch  42 Batch 1042/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.900, Loss:  0.188
Epoch  42 Batch 1043/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.206
Epoch  42 Batch 1044/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.905, Loss:  0.198
Epoch  42 Batch 1045/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.200
Epoch  42 Batch 1046/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.173
Epoch  42 Batch 1047/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.193
Epoch  42 Batch 1048/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.188
Epoch  42 Batch 1049/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.223
Epoch  42 Batch 1050/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.188
Epoch  42 Batch 1051/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.200
Epoch  42 Batch 1052/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.190
Epoch  42 Batch 1053/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.921, Loss:  0.202
Epoch  42 Batch 1054/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.212
Epoch  42 Batch 1055/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.922, Loss:  0.189
Epoch  42 Batch 1056/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.176
Epoch  42 Batch 1057/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.922, Loss:  0.223
Epoch  42 Batch 1058/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.920, Loss:  0.219
Epoch  42 Batch 1059/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.920, Loss:  0.210
Epoch  42 Batch 1060/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.177
Epoch  42 Batch 1061/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.920, Loss:  0.251
Epoch  42 Batch 1062/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.922, Loss:  0.198
Epoch  42 Batch 1063/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.922, Loss:  0.201
Epoch  42 Batch 1064/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.206
Epoch  42 Batch 1065/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.209
Epoch  42 Batch 1066/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.165
Epoch  42 Batch 1067/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.197
Epoch  42 Batch 1068/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.190
Epoch  42 Batch 1069/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.185
Epoch  42 Batch 1070/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.209
Epoch  42 Batch 1071/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.188
Epoch  42 Batch 1072/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.188
Epoch  42 Batch 1073/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.207
Epoch  42 Batch 1074/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.208
Epoch  42 Batch 1075/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.220
Epoch  43 Batch    0/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.174
Epoch  43 Batch    1/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.189
Epoch  43 Batch    2/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.911, Loss:  0.188
Epoch  43 Batch    3/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.916, Loss:  0.196
Epoch  43 Batch    4/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.193
Epoch  43 Batch    5/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.230
Epoch  43 Batch    6/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.196
Epoch  43 Batch    7/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.173
Epoch  43 Batch    8/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.180
Epoch  43 Batch    9/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.197
Epoch  43 Batch   10/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.208
Epoch  43 Batch   11/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.230
Epoch  43 Batch   12/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.225
Epoch  43 Batch   13/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.910, Loss:  0.215
Epoch  43 Batch   14/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.172
Epoch  43 Batch   15/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.906, Loss:  0.206
Epoch  43 Batch   16/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.908, Loss:  0.210
Epoch  43 Batch   17/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.199
Epoch  43 Batch   18/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.233
Epoch  43 Batch   19/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.916, Loss:  0.199
Epoch  43 Batch   20/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.189
Epoch  43 Batch   21/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.199
Epoch  43 Batch   22/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.204
Epoch  43 Batch   23/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.220
Epoch  43 Batch   24/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.193
Epoch  43 Batch   25/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.909, Loss:  0.184
Epoch  43 Batch   26/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.217
Epoch  43 Batch   27/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.181
Epoch  43 Batch   28/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.908, Loss:  0.211
Epoch  43 Batch   29/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.192
Epoch  43 Batch   30/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.169
Epoch  43 Batch   31/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.198
Epoch  43 Batch   32/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.189
Epoch  43 Batch   33/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.160
Epoch  43 Batch   34/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.198
Epoch  43 Batch   35/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.188
Epoch  43 Batch   36/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.203
Epoch  43 Batch   37/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.897, Loss:  0.192
Epoch  43 Batch   38/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.220
Epoch  43 Batch   39/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.898, Loss:  0.230
Epoch  43 Batch   40/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.207
Epoch  43 Batch   41/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.195
Epoch  43 Batch   42/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.904, Loss:  0.208
Epoch  43 Batch   43/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.918, Loss:  0.191
Epoch  43 Batch   44/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.195
Epoch  43 Batch   45/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.918, Loss:  0.208
Epoch  43 Batch   46/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.918, Loss:  0.204
Epoch  43 Batch   47/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.193
Epoch  43 Batch   48/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.208
Epoch  43 Batch   49/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.205
Epoch  43 Batch   50/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.911, Loss:  0.178
Epoch  43 Batch   51/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.212
Epoch  43 Batch   52/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.210
Epoch  43 Batch   53/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.211
Epoch  43 Batch   54/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.236
Epoch  43 Batch   55/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.183
Epoch  43 Batch   56/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.167
Epoch  43 Batch   57/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.184
Epoch  43 Batch   58/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.180
Epoch  43 Batch   59/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.904, Loss:  0.195
Epoch  43 Batch   60/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.173
Epoch  43 Batch   61/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.227
Epoch  43 Batch   62/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.905, Loss:  0.227
Epoch  43 Batch   63/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.898, Loss:  0.186
Epoch  43 Batch   64/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.182
Epoch  43 Batch   65/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.185
Epoch  43 Batch   66/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.163
Epoch  43 Batch   67/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.196
Epoch  43 Batch   68/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.213
Epoch  43 Batch   69/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.908, Loss:  0.207
Epoch  43 Batch   70/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.908, Loss:  0.211
Epoch  43 Batch   71/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.172
Epoch  43 Batch   72/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.199
Epoch  43 Batch   73/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.208
Epoch  43 Batch   74/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.164
Epoch  43 Batch   75/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.921, Loss:  0.219
Epoch  43 Batch   76/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.912, Loss:  0.173
Epoch  43 Batch   77/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.917, Loss:  0.219
Epoch  43 Batch   78/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.917, Loss:  0.204
Epoch  43 Batch   79/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.202
Epoch  43 Batch   80/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.196
Epoch  43 Batch   81/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.195
Epoch  43 Batch   82/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.169
Epoch  43 Batch   83/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.218
Epoch  43 Batch   84/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.226
Epoch  43 Batch   85/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.190
Epoch  43 Batch   86/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.189
Epoch  43 Batch   87/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.901, Loss:  0.238
Epoch  43 Batch   88/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.901, Loss:  0.233
Epoch  43 Batch   89/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.901, Loss:  0.196
Epoch  43 Batch   90/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.212
Epoch  43 Batch   91/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.171
Epoch  43 Batch   92/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.199
Epoch  43 Batch   93/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.194
Epoch  43 Batch   94/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.181
Epoch  43 Batch   95/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.223
Epoch  43 Batch   96/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.221
Epoch  43 Batch   97/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.903, Loss:  0.188
Epoch  43 Batch   98/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.192
Epoch  43 Batch   99/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.224
Epoch  43 Batch  100/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.190
Epoch  43 Batch  101/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.904, Loss:  0.202
Epoch  43 Batch  102/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.192
Epoch  43 Batch  103/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.244
Epoch  43 Batch  104/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.187
Epoch  43 Batch  105/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.194
Epoch  43 Batch  106/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.899, Loss:  0.247
Epoch  43 Batch  107/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.895, Loss:  0.209
Epoch  43 Batch  108/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.177
Epoch  43 Batch  109/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.188
Epoch  43 Batch  110/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.163
Epoch  43 Batch  111/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.198
Epoch  43 Batch  112/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.175
Epoch  43 Batch  113/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.210
Epoch  43 Batch  114/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.195
Epoch  43 Batch  115/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.909, Loss:  0.208
Epoch  43 Batch  116/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.908, Loss:  0.195
Epoch  43 Batch  117/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.206
Epoch  43 Batch  118/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.215
Epoch  43 Batch  119/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.192
Epoch  43 Batch  120/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.237
Epoch  43 Batch  121/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.193
Epoch  43 Batch  122/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.911, Loss:  0.202
Epoch  43 Batch  123/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.189
Epoch  43 Batch  124/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.210
Epoch  43 Batch  125/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.204
Epoch  43 Batch  126/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.897, Loss:  0.176
Epoch  43 Batch  127/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.191
Epoch  43 Batch  128/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.896, Loss:  0.197
Epoch  43 Batch  129/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.193
Epoch  43 Batch  130/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.896, Loss:  0.169
Epoch  43 Batch  131/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.195
Epoch  43 Batch  132/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.899, Loss:  0.201
Epoch  43 Batch  133/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.190
Epoch  43 Batch  134/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.898, Loss:  0.195
Epoch  43 Batch  135/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.895, Loss:  0.212
Epoch  43 Batch  136/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.181
Epoch  43 Batch  137/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.157
Epoch  43 Batch  138/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.193
Epoch  43 Batch  139/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.197
Epoch  43 Batch  140/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.900, Loss:  0.212
Epoch  43 Batch  141/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.197
Epoch  43 Batch  142/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.177
Epoch  43 Batch  143/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.197
Epoch  43 Batch  144/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.223
Epoch  43 Batch  145/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.221
Epoch  43 Batch  146/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.240
Epoch  43 Batch  147/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.210
Epoch  43 Batch  148/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.188
Epoch  43 Batch  149/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.206
Epoch  43 Batch  150/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.189
Epoch  43 Batch  151/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.177
Epoch  43 Batch  152/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.213
Epoch  43 Batch  153/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.217
Epoch  43 Batch  154/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.181
Epoch  43 Batch  155/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.208
Epoch  43 Batch  156/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.196
Epoch  43 Batch  157/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.198
Epoch  43 Batch  158/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.205
Epoch  43 Batch  159/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.175
Epoch  43 Batch  160/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.187
Epoch  43 Batch  161/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.204
Epoch  43 Batch  162/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.226
Epoch  43 Batch  163/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.222
Epoch  43 Batch  164/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.899, Loss:  0.212
Epoch  43 Batch  165/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.187
Epoch  43 Batch  166/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.209
Epoch  43 Batch  167/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.208
Epoch  43 Batch  168/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.234
Epoch  43 Batch  169/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.209
Epoch  43 Batch  170/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.907, Loss:  0.220
Epoch  43 Batch  171/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.906, Loss:  0.192
Epoch  43 Batch  172/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.190
Epoch  43 Batch  173/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.207
Epoch  43 Batch  174/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.181
Epoch  43 Batch  175/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.199
Epoch  43 Batch  176/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.184
Epoch  43 Batch  177/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.913, Loss:  0.196
Epoch  43 Batch  178/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.915, Loss:  0.183
Epoch  43 Batch  179/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.197
Epoch  43 Batch  180/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.198
Epoch  43 Batch  181/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.217
Epoch  43 Batch  182/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.204
Epoch  43 Batch  183/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.914, Loss:  0.224
Epoch  43 Batch  184/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.912, Loss:  0.180
Epoch  43 Batch  185/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.197
Epoch  43 Batch  186/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.228
Epoch  43 Batch  187/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.169
Epoch  43 Batch  188/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.193
Epoch  43 Batch  189/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.193
Epoch  43 Batch  190/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.170
Epoch  43 Batch  191/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.166
Epoch  43 Batch  192/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.220
Epoch  43 Batch  193/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.192
Epoch  43 Batch  194/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.185
Epoch  43 Batch  195/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.190
Epoch  43 Batch  196/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.203
Epoch  43 Batch  197/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.188
Epoch  43 Batch  198/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.191
Epoch  43 Batch  199/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.907, Loss:  0.180
Epoch  43 Batch  200/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.195
Epoch  43 Batch  201/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.171
Epoch  43 Batch  202/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.206
Epoch  43 Batch  203/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.197
Epoch  43 Batch  204/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.909, Loss:  0.255
Epoch  43 Batch  205/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.184
Epoch  43 Batch  206/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.196
Epoch  43 Batch  207/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.195
Epoch  43 Batch  208/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.908, Loss:  0.209
Epoch  43 Batch  209/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.907, Loss:  0.163
Epoch  43 Batch  210/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.204
Epoch  43 Batch  211/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.912, Loss:  0.187
Epoch  43 Batch  212/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.166
Epoch  43 Batch  213/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.170
Epoch  43 Batch  214/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.171
Epoch  43 Batch  215/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.913, Loss:  0.225
Epoch  43 Batch  216/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.196
Epoch  43 Batch  217/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.182
Epoch  43 Batch  218/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.221
Epoch  43 Batch  219/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.176
Epoch  43 Batch  220/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.190
Epoch  43 Batch  221/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.192
Epoch  43 Batch  222/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.204
Epoch  43 Batch  223/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.911, Loss:  0.160
Epoch  43 Batch  224/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.189
Epoch  43 Batch  225/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.214
Epoch  43 Batch  226/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.179
Epoch  43 Batch  227/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.913, Loss:  0.215
Epoch  43 Batch  228/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.187
Epoch  43 Batch  229/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.196
Epoch  43 Batch  230/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.180
Epoch  43 Batch  231/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.202
Epoch  43 Batch  232/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.191
Epoch  43 Batch  233/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.237
Epoch  43 Batch  234/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.922, Loss:  0.216
Epoch  43 Batch  235/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.922, Loss:  0.183
Epoch  43 Batch  236/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.213
Epoch  43 Batch  237/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.171
Epoch  43 Batch  238/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.200
Epoch  43 Batch  239/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.160
Epoch  43 Batch  240/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.918, Loss:  0.183
Epoch  43 Batch  241/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.178
Epoch  43 Batch  242/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.188
Epoch  43 Batch  243/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.202
Epoch  43 Batch  244/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.200
Epoch  43 Batch  245/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.180
Epoch  43 Batch  246/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.200
Epoch  43 Batch  247/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.910, Loss:  0.183
Epoch  43 Batch  248/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.187
Epoch  43 Batch  249/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.208
Epoch  43 Batch  250/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.919, Loss:  0.203
Epoch  43 Batch  251/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.197
Epoch  43 Batch  252/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.184
Epoch  43 Batch  253/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.920, Loss:  0.182
Epoch  43 Batch  254/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.208
Epoch  43 Batch  255/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.916, Loss:  0.198
Epoch  43 Batch  256/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.916, Loss:  0.236
Epoch  43 Batch  257/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.202
Epoch  43 Batch  258/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.187
Epoch  43 Batch  259/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.175
Epoch  43 Batch  260/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.180
Epoch  43 Batch  261/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.190
Epoch  43 Batch  262/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.166
Epoch  43 Batch  263/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.189
Epoch  43 Batch  264/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.216
Epoch  43 Batch  265/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.181
Epoch  43 Batch  266/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.193
Epoch  43 Batch  267/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.177
Epoch  43 Batch  268/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.203
Epoch  43 Batch  269/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.209
Epoch  43 Batch  270/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.226
Epoch  43 Batch  271/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.176
Epoch  43 Batch  272/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.905, Loss:  0.272
Epoch  43 Batch  273/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.186
Epoch  43 Batch  274/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.190
Epoch  43 Batch  275/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.205
Epoch  43 Batch  276/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.215
Epoch  43 Batch  277/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.189
Epoch  43 Batch  278/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.906, Loss:  0.216
Epoch  43 Batch  279/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.907, Loss:  0.234
Epoch  43 Batch  280/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.200
Epoch  43 Batch  281/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.213
Epoch  43 Batch  282/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.912, Loss:  0.243
Epoch  43 Batch  283/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.210
Epoch  43 Batch  284/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.194
Epoch  43 Batch  285/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.189
Epoch  43 Batch  286/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.171
Epoch  43 Batch  287/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.209
Epoch  43 Batch  288/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.917, Loss:  0.214
Epoch  43 Batch  289/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.194
Epoch  43 Batch  290/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.227
Epoch  43 Batch  291/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.216
Epoch  43 Batch  292/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.201
Epoch  43 Batch  293/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.915, Loss:  0.214
Epoch  43 Batch  294/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.190
Epoch  43 Batch  295/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.917, Loss:  0.237
Epoch  43 Batch  296/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.182
Epoch  43 Batch  297/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.918, Loss:  0.247
Epoch  43 Batch  298/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.913, Loss:  0.219
Epoch  43 Batch  299/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.187
Epoch  43 Batch  300/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.912, Loss:  0.188
Epoch  43 Batch  301/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.170
Epoch  43 Batch  302/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.191
Epoch  43 Batch  303/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.221
Epoch  43 Batch  304/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.180
Epoch  43 Batch  305/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.195
Epoch  43 Batch  306/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.194
Epoch  43 Batch  307/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.911, Loss:  0.182
Epoch  43 Batch  308/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.208
Epoch  43 Batch  309/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.176
Epoch  43 Batch  310/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.210
Epoch  43 Batch  311/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.189
Epoch  43 Batch  312/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.902, Loss:  0.212
Epoch  43 Batch  313/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.192
Epoch  43 Batch  314/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.201
Epoch  43 Batch  315/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.899, Loss:  0.177
Epoch  43 Batch  316/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.177
Epoch  43 Batch  317/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.215
Epoch  43 Batch  318/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.200
Epoch  43 Batch  319/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.917, Loss:  0.211
Epoch  43 Batch  320/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.197
Epoch  43 Batch  321/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.915, Loss:  0.199
Epoch  43 Batch  322/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.914, Loss:  0.175
Epoch  43 Batch  323/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.194
Epoch  43 Batch  324/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.207
Epoch  43 Batch  325/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.186
Epoch  43 Batch  326/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.200
Epoch  43 Batch  327/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.215
Epoch  43 Batch  328/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.215
Epoch  43 Batch  329/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.216
Epoch  43 Batch  330/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.184
Epoch  43 Batch  331/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.195
Epoch  43 Batch  332/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.178
Epoch  43 Batch  333/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.193
Epoch  43 Batch  334/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.179
Epoch  43 Batch  335/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.190
Epoch  43 Batch  336/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.206
Epoch  43 Batch  337/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.918, Loss:  0.205
Epoch  43 Batch  338/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.918, Loss:  0.217
Epoch  43 Batch  339/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.195
Epoch  43 Batch  340/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.206
Epoch  43 Batch  341/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.246
Epoch  43 Batch  342/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.178
Epoch  43 Batch  343/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.181
Epoch  43 Batch  344/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.914, Loss:  0.203
Epoch  43 Batch  345/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.179
Epoch  43 Batch  346/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.185
Epoch  43 Batch  347/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.170
Epoch  43 Batch  348/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.190
Epoch  43 Batch  349/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.913, Loss:  0.185
Epoch  43 Batch  350/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.199
Epoch  43 Batch  351/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.207
Epoch  43 Batch  352/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.196
Epoch  43 Batch  353/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.220
Epoch  43 Batch  354/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.241
Epoch  43 Batch  355/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.220
Epoch  43 Batch  356/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.207
Epoch  43 Batch  357/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.199
Epoch  43 Batch  358/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.905, Loss:  0.216
Epoch  43 Batch  359/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.189
Epoch  43 Batch  360/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.191
Epoch  43 Batch  361/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.203
Epoch  43 Batch  362/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.209
Epoch  43 Batch  363/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.910, Loss:  0.211
Epoch  43 Batch  364/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.210
Epoch  43 Batch  365/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.184
Epoch  43 Batch  366/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.201
Epoch  43 Batch  367/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.158
Epoch  43 Batch  368/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.184
Epoch  43 Batch  369/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.182
Epoch  43 Batch  370/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.910, Loss:  0.200
Epoch  43 Batch  371/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.175
Epoch  43 Batch  372/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.187
Epoch  43 Batch  373/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.173
Epoch  43 Batch  374/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.194
Epoch  43 Batch  375/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.204
Epoch  43 Batch  376/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.202
Epoch  43 Batch  377/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.197
Epoch  43 Batch  378/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.181
Epoch  43 Batch  379/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.918, Loss:  0.191
Epoch  43 Batch  380/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.190
Epoch  43 Batch  381/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.917, Loss:  0.211
Epoch  43 Batch  382/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.917, Loss:  0.223
Epoch  43 Batch  383/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.190
Epoch  43 Batch  384/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.178
Epoch  43 Batch  385/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.192
Epoch  43 Batch  386/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.914, Loss:  0.190
Epoch  43 Batch  387/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.182
Epoch  43 Batch  388/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.188
Epoch  43 Batch  389/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.205
Epoch  43 Batch  390/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.914, Loss:  0.211
Epoch  43 Batch  391/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.196
Epoch  43 Batch  392/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.194
Epoch  43 Batch  393/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.166
Epoch  43 Batch  394/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.221
Epoch  43 Batch  395/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.173
Epoch  43 Batch  396/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.214
Epoch  43 Batch  397/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.205
Epoch  43 Batch  398/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.218
Epoch  43 Batch  399/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.915, Loss:  0.203
Epoch  43 Batch  400/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.212
Epoch  43 Batch  401/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.206
Epoch  43 Batch  402/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.186
Epoch  43 Batch  403/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.222
Epoch  43 Batch  404/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.177
Epoch  43 Batch  405/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.212
Epoch  43 Batch  406/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.913, Loss:  0.172
Epoch  43 Batch  407/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.205
Epoch  43 Batch  408/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.215
Epoch  43 Batch  409/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.219
Epoch  43 Batch  410/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.229
Epoch  43 Batch  411/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.206
Epoch  43 Batch  412/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.909, Loss:  0.183
Epoch  43 Batch  413/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.203
Epoch  43 Batch  414/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.207
Epoch  43 Batch  415/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.180
Epoch  43 Batch  416/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.204
Epoch  43 Batch  417/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.215
Epoch  43 Batch  418/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.177
Epoch  43 Batch  419/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.181
Epoch  43 Batch  420/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.184
Epoch  43 Batch  421/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.232
Epoch  43 Batch  422/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.182
Epoch  43 Batch  423/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.204
Epoch  43 Batch  424/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.191
Epoch  43 Batch  425/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.195
Epoch  43 Batch  426/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.907, Loss:  0.211
Epoch  43 Batch  427/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.189
Epoch  43 Batch  428/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.905, Loss:  0.192
Epoch  43 Batch  429/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.184
Epoch  43 Batch  430/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.176
Epoch  43 Batch  431/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.197
Epoch  43 Batch  432/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.206
Epoch  43 Batch  433/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.908, Loss:  0.186
Epoch  43 Batch  434/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.189
Epoch  43 Batch  435/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.910, Loss:  0.210
Epoch  43 Batch  436/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.190
Epoch  43 Batch  437/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.192
Epoch  43 Batch  438/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.215
Epoch  43 Batch  439/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.217
Epoch  43 Batch  440/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.909, Loss:  0.211
Epoch  43 Batch  441/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.185
Epoch  43 Batch  442/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.896, Loss:  0.191
Epoch  43 Batch  443/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.891, Loss:  0.196
Epoch  43 Batch  444/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.896, Loss:  0.180
Epoch  43 Batch  445/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.900, Loss:  0.191
Epoch  43 Batch  446/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.900, Loss:  0.158
Epoch  43 Batch  447/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.189
Epoch  43 Batch  448/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.900, Loss:  0.223
Epoch  43 Batch  449/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.197
Epoch  43 Batch  450/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.194
Epoch  43 Batch  451/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.187
Epoch  43 Batch  452/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.893, Loss:  0.214
Epoch  43 Batch  453/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.209
Epoch  43 Batch  454/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.218
Epoch  43 Batch  455/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.180
Epoch  43 Batch  456/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.191
Epoch  43 Batch  457/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.167
Epoch  43 Batch  458/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.197
Epoch  43 Batch  459/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.187
Epoch  43 Batch  460/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.179
Epoch  43 Batch  461/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.194
Epoch  43 Batch  462/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.904, Loss:  0.194
Epoch  43 Batch  463/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.210
Epoch  43 Batch  464/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.207
Epoch  43 Batch  465/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.226
Epoch  43 Batch  466/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.180
Epoch  43 Batch  467/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.204
Epoch  43 Batch  468/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.197
Epoch  43 Batch  469/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.203
Epoch  43 Batch  470/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.201
Epoch  43 Batch  471/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.911, Loss:  0.185
Epoch  43 Batch  472/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.181
Epoch  43 Batch  473/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.208
Epoch  43 Batch  474/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.206
Epoch  43 Batch  475/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.176
Epoch  43 Batch  476/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.193
Epoch  43 Batch  477/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.192
Epoch  43 Batch  478/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.208
Epoch  43 Batch  479/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.212
Epoch  43 Batch  480/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.197
Epoch  43 Batch  481/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.214
Epoch  43 Batch  482/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.223
Epoch  43 Batch  483/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.917, Loss:  0.211
Epoch  43 Batch  484/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.214
Epoch  43 Batch  485/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.197
Epoch  43 Batch  486/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.177
Epoch  43 Batch  487/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.921, Loss:  0.203
Epoch  43 Batch  488/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.184
Epoch  43 Batch  489/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.916, Loss:  0.200
Epoch  43 Batch  490/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.206
Epoch  43 Batch  491/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.206
Epoch  43 Batch  492/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.215
Epoch  43 Batch  493/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.173
Epoch  43 Batch  494/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.912, Loss:  0.173
Epoch  43 Batch  495/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.197
Epoch  43 Batch  496/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.204
Epoch  43 Batch  497/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.209
Epoch  43 Batch  498/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.196
Epoch  43 Batch  499/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.911, Loss:  0.178
Epoch  43 Batch  500/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.193
Epoch  43 Batch  501/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.188
Epoch  43 Batch  502/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.917, Loss:  0.173
Epoch  43 Batch  503/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.190
Epoch  43 Batch  504/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.922, Loss:  0.199
Epoch  43 Batch  505/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.158
Epoch  43 Batch  506/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.194
Epoch  43 Batch  507/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.923, Loss:  0.179
Epoch  43 Batch  508/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.176
Epoch  43 Batch  509/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.225
Epoch  43 Batch  510/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.179
Epoch  43 Batch  511/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.196
Epoch  43 Batch  512/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.194
Epoch  43 Batch  513/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.205
Epoch  43 Batch  514/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.914, Loss:  0.198
Epoch  43 Batch  515/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.183
Epoch  43 Batch  516/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.180
Epoch  43 Batch  517/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.189
Epoch  43 Batch  518/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.178
Epoch  43 Batch  519/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.206
Epoch  43 Batch  520/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.169
Epoch  43 Batch  521/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.185
Epoch  43 Batch  522/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.911, Loss:  0.211
Epoch  43 Batch  523/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.202
Epoch  43 Batch  524/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.192
Epoch  43 Batch  525/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.203
Epoch  43 Batch  526/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.906, Loss:  0.188
Epoch  43 Batch  527/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.185
Epoch  43 Batch  528/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.182
Epoch  43 Batch  529/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.192
Epoch  43 Batch  530/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.912, Loss:  0.215
Epoch  43 Batch  531/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.183
Epoch  43 Batch  532/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.912, Loss:  0.205
Epoch  43 Batch  533/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.231
Epoch  43 Batch  534/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.203
Epoch  43 Batch  535/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.183
Epoch  43 Batch  536/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.179
Epoch  43 Batch  537/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.202
Epoch  43 Batch  538/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.175
Epoch  43 Batch  539/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.911, Loss:  0.223
Epoch  43 Batch  540/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.176
Epoch  43 Batch  541/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.200
Epoch  43 Batch  542/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.208
Epoch  43 Batch  543/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.916, Loss:  0.200
Epoch  43 Batch  544/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.175
Epoch  43 Batch  545/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.213
Epoch  43 Batch  546/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.210
Epoch  43 Batch  547/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.186
Epoch  43 Batch  548/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.220
Epoch  43 Batch  549/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.913, Loss:  0.220
Epoch  43 Batch  550/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.910, Loss:  0.204
Epoch  43 Batch  551/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.215
Epoch  43 Batch  552/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.910, Loss:  0.207
Epoch  43 Batch  553/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.910, Loss:  0.205
Epoch  43 Batch  554/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.910, Loss:  0.210
Epoch  43 Batch  555/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.910, Loss:  0.176
Epoch  43 Batch  556/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.182
Epoch  43 Batch  557/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.186
Epoch  43 Batch  558/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.200
Epoch  43 Batch  559/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.190
Epoch  43 Batch  560/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.189
Epoch  43 Batch  561/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.185
Epoch  43 Batch  562/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.188
Epoch  43 Batch  563/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.907, Loss:  0.241
Epoch  43 Batch  564/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.211
Epoch  43 Batch  565/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.208
Epoch  43 Batch  566/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.246
Epoch  43 Batch  567/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.229
Epoch  43 Batch  568/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.201
Epoch  43 Batch  569/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.206
Epoch  43 Batch  570/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.234
Epoch  43 Batch  571/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.178
Epoch  43 Batch  572/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.896, Loss:  0.155
Epoch  43 Batch  573/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.899, Loss:  0.209
Epoch  43 Batch  574/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.197
Epoch  43 Batch  575/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.204
Epoch  43 Batch  576/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.189
Epoch  43 Batch  577/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.208
Epoch  43 Batch  578/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.908, Loss:  0.205
Epoch  43 Batch  579/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.180
Epoch  43 Batch  580/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.168
Epoch  43 Batch  581/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.168
Epoch  43 Batch  582/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.193
Epoch  43 Batch  583/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.906, Loss:  0.216
Epoch  43 Batch  584/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.191
Epoch  43 Batch  585/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.188
Epoch  43 Batch  586/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.204
Epoch  43 Batch  587/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.198
Epoch  43 Batch  588/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.178
Epoch  43 Batch  589/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.912, Loss:  0.193
Epoch  43 Batch  590/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.194
Epoch  43 Batch  591/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.191
Epoch  43 Batch  592/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.207
Epoch  43 Batch  593/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.217
Epoch  43 Batch  594/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.201
Epoch  43 Batch  595/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.192
Epoch  43 Batch  596/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.216
Epoch  43 Batch  597/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.190
Epoch  43 Batch  598/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.196
Epoch  43 Batch  599/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.909, Loss:  0.253
Epoch  43 Batch  600/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.187
Epoch  43 Batch  601/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.207
Epoch  43 Batch  602/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.219
Epoch  43 Batch  603/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.202
Epoch  43 Batch  604/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.204
Epoch  43 Batch  605/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.218
Epoch  43 Batch  606/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.183
Epoch  43 Batch  607/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.183
Epoch  43 Batch  608/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.208
Epoch  43 Batch  609/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.916, Loss:  0.202
Epoch  43 Batch  610/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.211
Epoch  43 Batch  611/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.189
Epoch  43 Batch  612/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.177
Epoch  43 Batch  613/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.224
Epoch  43 Batch  614/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.192
Epoch  43 Batch  615/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.187
Epoch  43 Batch  616/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.222
Epoch  43 Batch  617/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.175
Epoch  43 Batch  618/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.193
Epoch  43 Batch  619/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.185
Epoch  43 Batch  620/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.193
Epoch  43 Batch  621/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.213
Epoch  43 Batch  622/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.212
Epoch  43 Batch  623/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.916, Loss:  0.216
Epoch  43 Batch  624/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.918, Loss:  0.181
Epoch  43 Batch  625/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.201
Epoch  43 Batch  626/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.172
Epoch  43 Batch  627/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.187
Epoch  43 Batch  628/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.915, Loss:  0.201
Epoch  43 Batch  629/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.915, Loss:  0.214
Epoch  43 Batch  630/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.202
Epoch  43 Batch  631/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.199
Epoch  43 Batch  632/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.188
Epoch  43 Batch  633/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.209
Epoch  43 Batch  634/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.181
Epoch  43 Batch  635/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.913, Loss:  0.239
Epoch  43 Batch  636/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.198
Epoch  43 Batch  637/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.203
Epoch  43 Batch  638/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.204
Epoch  43 Batch  639/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.207
Epoch  43 Batch  640/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.180
Epoch  43 Batch  641/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.189
Epoch  43 Batch  642/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.186
Epoch  43 Batch  643/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.181
Epoch  43 Batch  644/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.185
Epoch  43 Batch  645/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.194
Epoch  43 Batch  646/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.199
Epoch  43 Batch  647/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.204
Epoch  43 Batch  648/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.188
Epoch  43 Batch  649/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.199
Epoch  43 Batch  650/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.205
Epoch  43 Batch  651/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.193
Epoch  43 Batch  652/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.207
Epoch  43 Batch  653/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.208
Epoch  43 Batch  654/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.192
Epoch  43 Batch  655/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.195
Epoch  43 Batch  656/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.188
Epoch  43 Batch  657/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.199
Epoch  43 Batch  658/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.177
Epoch  43 Batch  659/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.218
Epoch  43 Batch  660/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.193
Epoch  43 Batch  661/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.906, Loss:  0.182
Epoch  43 Batch  662/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.179
Epoch  43 Batch  663/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.175
Epoch  43 Batch  664/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.193
Epoch  43 Batch  665/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.193
Epoch  43 Batch  666/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.213
Epoch  43 Batch  667/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.198
Epoch  43 Batch  668/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.194
Epoch  43 Batch  669/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.174
Epoch  43 Batch  670/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.191
Epoch  43 Batch  671/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.220
Epoch  43 Batch  672/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.207
Epoch  43 Batch  673/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.206
Epoch  43 Batch  674/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.188
Epoch  43 Batch  675/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.214
Epoch  43 Batch  676/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.185
Epoch  43 Batch  677/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.910, Loss:  0.210
Epoch  43 Batch  678/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.179
Epoch  43 Batch  679/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.199
Epoch  43 Batch  680/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.177
Epoch  43 Batch  681/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.193
Epoch  43 Batch  682/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.185
Epoch  43 Batch  683/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.207
Epoch  43 Batch  684/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.184
Epoch  43 Batch  685/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.219
Epoch  43 Batch  686/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.181
Epoch  43 Batch  687/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.215
Epoch  43 Batch  688/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.192
Epoch  43 Batch  689/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.908, Loss:  0.181
Epoch  43 Batch  690/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.187
Epoch  43 Batch  691/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.224
Epoch  43 Batch  692/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.172
Epoch  43 Batch  693/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.907, Loss:  0.241
Epoch  43 Batch  694/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.191
Epoch  43 Batch  695/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.907, Loss:  0.182
Epoch  43 Batch  696/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.907, Loss:  0.205
Epoch  43 Batch  697/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.189
Epoch  43 Batch  698/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.177
Epoch  43 Batch  699/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.904, Loss:  0.176
Epoch  43 Batch  700/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.904, Loss:  0.170
Epoch  43 Batch  701/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.204
Epoch  43 Batch  702/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.233
Epoch  43 Batch  703/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.200
Epoch  43 Batch  704/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.232
Epoch  43 Batch  705/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.212
Epoch  43 Batch  706/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.907, Loss:  0.219
Epoch  43 Batch  707/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.192
Epoch  43 Batch  708/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.195
Epoch  43 Batch  709/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.917, Loss:  0.204
Epoch  43 Batch  710/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.169
Epoch  43 Batch  711/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.247
Epoch  43 Batch  712/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.191
Epoch  43 Batch  713/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.162
Epoch  43 Batch  714/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.186
Epoch  43 Batch  715/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.227
Epoch  43 Batch  716/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.169
Epoch  43 Batch  717/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.912, Loss:  0.189
Epoch  43 Batch  718/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.181
Epoch  43 Batch  719/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.184
Epoch  43 Batch  720/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.918, Loss:  0.227
Epoch  43 Batch  721/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.191
Epoch  43 Batch  722/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.917, Loss:  0.177
Epoch  43 Batch  723/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.194
Epoch  43 Batch  724/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.213
Epoch  43 Batch  725/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.172
Epoch  43 Batch  726/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.182
Epoch  43 Batch  727/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.196
Epoch  43 Batch  728/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.918, Loss:  0.203
Epoch  43 Batch  729/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.913, Loss:  0.209
Epoch  43 Batch  730/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.213
Epoch  43 Batch  731/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.200
Epoch  43 Batch  732/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.207
Epoch  43 Batch  733/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.210
Epoch  43 Batch  734/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.196
Epoch  43 Batch  735/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.187
Epoch  43 Batch  736/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.186
Epoch  43 Batch  737/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.901, Loss:  0.224
Epoch  43 Batch  738/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.167
Epoch  43 Batch  739/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.900, Loss:  0.191
Epoch  43 Batch  740/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.900, Loss:  0.193
Epoch  43 Batch  741/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.202
Epoch  43 Batch  742/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.187
Epoch  43 Batch  743/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.905, Loss:  0.219
Epoch  43 Batch  744/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.178
Epoch  43 Batch  745/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.202
Epoch  43 Batch  746/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.190
Epoch  43 Batch  747/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.179
Epoch  43 Batch  748/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.182
Epoch  43 Batch  749/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.196
Epoch  43 Batch  750/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.211
Epoch  43 Batch  751/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.205
Epoch  43 Batch  752/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.184
Epoch  43 Batch  753/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.902, Loss:  0.210
Epoch  43 Batch  754/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.902, Loss:  0.224
Epoch  43 Batch  755/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.205
Epoch  43 Batch  756/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.201
Epoch  43 Batch  757/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.231
Epoch  43 Batch  758/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.175
Epoch  43 Batch  759/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.178
Epoch  43 Batch  760/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.199
Epoch  43 Batch  761/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.218
Epoch  43 Batch  762/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.181
Epoch  43 Batch  763/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.181
Epoch  43 Batch  764/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.197
Epoch  43 Batch  765/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.217
Epoch  43 Batch  766/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.211
Epoch  43 Batch  767/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.191
Epoch  43 Batch  768/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.185
Epoch  43 Batch  769/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.198
Epoch  43 Batch  770/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.910, Loss:  0.173
Epoch  43 Batch  771/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.212
Epoch  43 Batch  772/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.910, Loss:  0.194
Epoch  43 Batch  773/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.908, Loss:  0.187
Epoch  43 Batch  774/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.203
Epoch  43 Batch  775/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.198
Epoch  43 Batch  776/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.906, Loss:  0.169
Epoch  43 Batch  777/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.906, Loss:  0.187
Epoch  43 Batch  778/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.181
Epoch  43 Batch  779/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.210
Epoch  43 Batch  780/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.915, Loss:  0.226
Epoch  43 Batch  781/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.185
Epoch  43 Batch  782/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.196
Epoch  43 Batch  783/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.914, Loss:  0.203
Epoch  43 Batch  784/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.187
Epoch  43 Batch  785/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.912, Loss:  0.191
Epoch  43 Batch  786/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.186
Epoch  43 Batch  787/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.169
Epoch  43 Batch  788/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.191
Epoch  43 Batch  789/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.207
Epoch  43 Batch  790/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.909, Loss:  0.240
Epoch  43 Batch  791/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.201
Epoch  43 Batch  792/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.212
Epoch  43 Batch  793/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.195
Epoch  43 Batch  794/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.914, Loss:  0.186
Epoch  43 Batch  795/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.224
Epoch  43 Batch  796/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.190
Epoch  43 Batch  797/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.201
Epoch  43 Batch  798/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.190
Epoch  43 Batch  799/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.913, Loss:  0.224
Epoch  43 Batch  800/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.184
Epoch  43 Batch  801/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.201
Epoch  43 Batch  802/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.206
Epoch  43 Batch  803/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.214
Epoch  43 Batch  804/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.913, Loss:  0.181
Epoch  43 Batch  805/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.193
Epoch  43 Batch  806/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.188
Epoch  43 Batch  807/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.185
Epoch  43 Batch  808/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.208
Epoch  43 Batch  809/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.221
Epoch  43 Batch  810/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.192
Epoch  43 Batch  811/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.200
Epoch  43 Batch  812/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.216
Epoch  43 Batch  813/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.200
Epoch  43 Batch  814/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.195
Epoch  43 Batch  815/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.184
Epoch  43 Batch  816/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.218
Epoch  43 Batch  817/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.213
Epoch  43 Batch  818/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.209
Epoch  43 Batch  819/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.169
Epoch  43 Batch  820/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.906, Loss:  0.206
Epoch  43 Batch  821/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.902, Loss:  0.182
Epoch  43 Batch  822/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.195
Epoch  43 Batch  823/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.903, Loss:  0.173
Epoch  43 Batch  824/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.182
Epoch  43 Batch  825/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.903, Loss:  0.187
Epoch  43 Batch  826/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.178
Epoch  43 Batch  827/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.177
Epoch  43 Batch  828/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.181
Epoch  43 Batch  829/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.903, Loss:  0.217
Epoch  43 Batch  830/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.910, Loss:  0.199
Epoch  43 Batch  831/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.910, Loss:  0.189
Epoch  43 Batch  832/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.190
Epoch  43 Batch  833/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.912, Loss:  0.198
Epoch  43 Batch  834/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.201
Epoch  43 Batch  835/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.210
Epoch  43 Batch  836/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.178
Epoch  43 Batch  837/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.247
Epoch  43 Batch  838/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.208
Epoch  43 Batch  839/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.187
Epoch  43 Batch  840/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.187
Epoch  43 Batch  841/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.220
Epoch  43 Batch  842/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.180
Epoch  43 Batch  843/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.194
Epoch  43 Batch  844/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.196
Epoch  43 Batch  845/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.205
Epoch  43 Batch  846/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.914, Loss:  0.210
Epoch  43 Batch  847/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.202
Epoch  43 Batch  848/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.181
Epoch  43 Batch  849/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.189
Epoch  43 Batch  850/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.222
Epoch  43 Batch  851/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.215
Epoch  43 Batch  852/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.225
Epoch  43 Batch  853/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.172
Epoch  43 Batch  854/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.223
Epoch  43 Batch  855/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.173
Epoch  43 Batch  856/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.914, Loss:  0.203
Epoch  43 Batch  857/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.181
Epoch  43 Batch  858/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.191
Epoch  43 Batch  859/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.228
Epoch  43 Batch  860/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.205
Epoch  43 Batch  861/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.199
Epoch  43 Batch  862/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.910, Loss:  0.189
Epoch  43 Batch  863/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.182
Epoch  43 Batch  864/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.194
Epoch  43 Batch  865/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.190
Epoch  43 Batch  866/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.197
Epoch  43 Batch  867/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.912, Loss:  0.237
Epoch  43 Batch  868/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.200
Epoch  43 Batch  869/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.207
Epoch  43 Batch  870/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.913, Loss:  0.195
Epoch  43 Batch  871/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.194
Epoch  43 Batch  872/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.183
Epoch  43 Batch  873/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.193
Epoch  43 Batch  874/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.914, Loss:  0.219
Epoch  43 Batch  875/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.182
Epoch  43 Batch  876/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.203
Epoch  43 Batch  877/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.170
Epoch  43 Batch  878/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.173
Epoch  43 Batch  879/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.896, Loss:  0.175
Epoch  43 Batch  880/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.891, Loss:  0.199
Epoch  43 Batch  881/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.891, Loss:  0.187
Epoch  43 Batch  882/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.203
Epoch  43 Batch  883/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.894, Loss:  0.224
Epoch  43 Batch  884/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.899, Loss:  0.185
Epoch  43 Batch  885/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.898, Loss:  0.158
Epoch  43 Batch  886/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.205
Epoch  43 Batch  887/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.207
Epoch  43 Batch  888/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.894, Loss:  0.191
Epoch  43 Batch  889/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.894, Loss:  0.208
Epoch  43 Batch  890/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.894, Loss:  0.187
Epoch  43 Batch  891/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.197
Epoch  43 Batch  892/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.179
Epoch  43 Batch  893/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.220
Epoch  43 Batch  894/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.906, Loss:  0.182
Epoch  43 Batch  895/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.191
Epoch  43 Batch  896/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.231
Epoch  43 Batch  897/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.181
Epoch  43 Batch  898/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.157
Epoch  43 Batch  899/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.196
Epoch  43 Batch  900/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.210
Epoch  43 Batch  901/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.218
Epoch  43 Batch  902/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.213
Epoch  43 Batch  903/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.184
Epoch  43 Batch  904/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.174
Epoch  43 Batch  905/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.185
Epoch  43 Batch  906/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.171
Epoch  43 Batch  907/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.903, Loss:  0.186
Epoch  43 Batch  908/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.905, Loss:  0.203
Epoch  43 Batch  909/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.182
Epoch  43 Batch  910/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.187
Epoch  43 Batch  911/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.904, Loss:  0.187
Epoch  43 Batch  912/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.197
Epoch  43 Batch  913/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.245
Epoch  43 Batch  914/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.901, Loss:  0.229
Epoch  43 Batch  915/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.905, Loss:  0.190
Epoch  43 Batch  916/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.193
Epoch  43 Batch  917/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.189
Epoch  43 Batch  918/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.171
Epoch  43 Batch  919/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.178
Epoch  43 Batch  920/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.229
Epoch  43 Batch  921/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.223
Epoch  43 Batch  922/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.206
Epoch  43 Batch  923/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.190
Epoch  43 Batch  924/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.223
Epoch  43 Batch  925/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.188
Epoch  43 Batch  926/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.909, Loss:  0.189
Epoch  43 Batch  927/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.212
Epoch  43 Batch  928/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.213
Epoch  43 Batch  929/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.215
Epoch  43 Batch  930/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.196
Epoch  43 Batch  931/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.187
Epoch  43 Batch  932/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.904, Loss:  0.187
Epoch  43 Batch  933/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.200
Epoch  43 Batch  934/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.904, Loss:  0.207
Epoch  43 Batch  935/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.195
Epoch  43 Batch  936/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.186
Epoch  43 Batch  937/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.211
Epoch  43 Batch  938/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.223
Epoch  43 Batch  939/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.213
Epoch  43 Batch  940/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.171
Epoch  43 Batch  941/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.171
Epoch  43 Batch  942/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.201
Epoch  43 Batch  943/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.903, Loss:  0.177
Epoch  43 Batch  944/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.903, Loss:  0.183
Epoch  43 Batch  945/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.904, Loss:  0.192
Epoch  43 Batch  946/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.901, Loss:  0.172
Epoch  43 Batch  947/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.901, Loss:  0.209
Epoch  43 Batch  948/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.199
Epoch  43 Batch  949/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.902, Loss:  0.169
Epoch  43 Batch  950/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.189
Epoch  43 Batch  951/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.906, Loss:  0.194
Epoch  43 Batch  952/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.904, Loss:  0.176
Epoch  43 Batch  953/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.904, Loss:  0.174
Epoch  43 Batch  954/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.206
Epoch  43 Batch  955/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.188
Epoch  43 Batch  956/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.203
Epoch  43 Batch  957/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.898, Loss:  0.217
Epoch  43 Batch  958/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.205
Epoch  43 Batch  959/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.185
Epoch  43 Batch  960/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.189
Epoch  43 Batch  961/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.904, Loss:  0.211
Epoch  43 Batch  962/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.200
Epoch  43 Batch  963/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.248
Epoch  43 Batch  964/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.170
Epoch  43 Batch  965/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.227
Epoch  43 Batch  966/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.172
Epoch  43 Batch  967/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.185
Epoch  43 Batch  968/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.904, Loss:  0.230
Epoch  43 Batch  969/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.242
Epoch  43 Batch  970/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.191
Epoch  43 Batch  971/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.192
Epoch  43 Batch  972/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.898, Loss:  0.203
Epoch  43 Batch  973/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.898, Loss:  0.172
Epoch  43 Batch  974/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.898, Loss:  0.197
Epoch  43 Batch  975/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.203
Epoch  43 Batch  976/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.183
Epoch  43 Batch  977/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.156
Epoch  43 Batch  978/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.897, Loss:  0.196
Epoch  43 Batch  979/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.897, Loss:  0.209
Epoch  43 Batch  980/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.201
Epoch  43 Batch  981/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.205
Epoch  43 Batch  982/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.903, Loss:  0.193
Epoch  43 Batch  983/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.200
Epoch  43 Batch  984/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.199
Epoch  43 Batch  985/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.903, Loss:  0.189
Epoch  43 Batch  986/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.898, Loss:  0.205
Epoch  43 Batch  987/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.894, Loss:  0.184
Epoch  43 Batch  988/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.894, Loss:  0.202
Epoch  43 Batch  989/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.898, Loss:  0.188
Epoch  43 Batch  990/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.197
Epoch  43 Batch  991/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.898, Loss:  0.206
Epoch  43 Batch  992/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.901, Loss:  0.210
Epoch  43 Batch  993/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.176
Epoch  43 Batch  994/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.914, Loss:  0.182
Epoch  43 Batch  995/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.200
Epoch  43 Batch  996/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.188
Epoch  43 Batch  997/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.914, Loss:  0.204
Epoch  43 Batch  998/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.202
Epoch  43 Batch  999/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.206
Epoch  43 Batch 1000/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.178
Epoch  43 Batch 1001/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.169
Epoch  43 Batch 1002/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.178
Epoch  43 Batch 1003/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.210
Epoch  43 Batch 1004/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.217
Epoch  43 Batch 1005/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.203
Epoch  43 Batch 1006/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.165
Epoch  43 Batch 1007/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.902, Loss:  0.180
Epoch  43 Batch 1008/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.234
Epoch  43 Batch 1009/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.184
Epoch  43 Batch 1010/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.906, Loss:  0.205
Epoch  43 Batch 1011/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.901, Loss:  0.194
Epoch  43 Batch 1012/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.177
Epoch  43 Batch 1013/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.175
Epoch  43 Batch 1014/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.205
Epoch  43 Batch 1015/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.219
Epoch  43 Batch 1016/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.213
Epoch  43 Batch 1017/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.216
Epoch  43 Batch 1018/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.195
Epoch  43 Batch 1019/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.230
Epoch  43 Batch 1020/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.902, Loss:  0.174
Epoch  43 Batch 1021/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.180
Epoch  43 Batch 1022/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.188
Epoch  43 Batch 1023/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.901, Loss:  0.190
Epoch  43 Batch 1024/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.906, Loss:  0.233
Epoch  43 Batch 1025/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.906, Loss:  0.196
Epoch  43 Batch 1026/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.190
Epoch  43 Batch 1027/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.195
Epoch  43 Batch 1028/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.912, Loss:  0.199
Epoch  43 Batch 1029/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.194
Epoch  43 Batch 1030/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.202
Epoch  43 Batch 1031/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.904, Loss:  0.216
Epoch  43 Batch 1032/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.231
Epoch  43 Batch 1033/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.190
Epoch  43 Batch 1034/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.214
Epoch  43 Batch 1035/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.901, Loss:  0.175
Epoch  43 Batch 1036/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.221
Epoch  43 Batch 1037/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.895, Loss:  0.206
Epoch  43 Batch 1038/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.218
Epoch  43 Batch 1039/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.896, Loss:  0.199
Epoch  43 Batch 1040/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.212
Epoch  43 Batch 1041/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.204
Epoch  43 Batch 1042/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.897, Loss:  0.183
Epoch  43 Batch 1043/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.205
Epoch  43 Batch 1044/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.199
Epoch  43 Batch 1045/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.896, Loss:  0.204
Epoch  43 Batch 1046/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.901, Loss:  0.152
Epoch  43 Batch 1047/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.175
Epoch  43 Batch 1048/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.194
Epoch  43 Batch 1049/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.219
Epoch  43 Batch 1050/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.182
Epoch  43 Batch 1051/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.895, Loss:  0.199
Epoch  43 Batch 1052/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.890, Loss:  0.182
Epoch  43 Batch 1053/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.207
Epoch  43 Batch 1054/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.891, Loss:  0.182
Epoch  43 Batch 1055/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.891, Loss:  0.188
Epoch  43 Batch 1056/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.891, Loss:  0.197
Epoch  43 Batch 1057/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.895, Loss:  0.218
Epoch  43 Batch 1058/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.905, Loss:  0.216
Epoch  43 Batch 1059/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.906, Loss:  0.215
Epoch  43 Batch 1060/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.171
Epoch  43 Batch 1061/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.906, Loss:  0.209
Epoch  43 Batch 1062/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.192
Epoch  43 Batch 1063/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.185
Epoch  43 Batch 1064/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.194
Epoch  43 Batch 1065/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.179
Epoch  43 Batch 1066/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.185
Epoch  43 Batch 1067/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.218
Epoch  43 Batch 1068/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.192
Epoch  43 Batch 1069/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.171
Epoch  43 Batch 1070/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.179
Epoch  43 Batch 1071/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.179
Epoch  43 Batch 1072/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.204
Epoch  43 Batch 1073/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.217
Epoch  43 Batch 1074/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.210
Epoch  43 Batch 1075/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.220
Epoch  44 Batch    0/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.184
Epoch  44 Batch    1/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.908, Loss:  0.176
Epoch  44 Batch    2/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.912, Loss:  0.196
Epoch  44 Batch    3/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.913, Loss:  0.181
Epoch  44 Batch    4/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.221
Epoch  44 Batch    5/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.216
Epoch  44 Batch    6/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.196
Epoch  44 Batch    7/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.175
Epoch  44 Batch    8/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.186
Epoch  44 Batch    9/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.207
Epoch  44 Batch   10/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.194
Epoch  44 Batch   11/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.208
Epoch  44 Batch   12/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.207
Epoch  44 Batch   13/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.218
Epoch  44 Batch   14/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.906, Loss:  0.165
Epoch  44 Batch   15/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.905, Loss:  0.185
Epoch  44 Batch   16/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.211
Epoch  44 Batch   17/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.179
Epoch  44 Batch   18/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.220
Epoch  44 Batch   19/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.204
Epoch  44 Batch   20/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.188
Epoch  44 Batch   21/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.898, Loss:  0.213
Epoch  44 Batch   22/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.206
Epoch  44 Batch   23/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.179
Epoch  44 Batch   24/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.893, Loss:  0.199
Epoch  44 Batch   25/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.891, Loss:  0.173
Epoch  44 Batch   26/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.890, Loss:  0.211
Epoch  44 Batch   27/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.890, Loss:  0.182
Epoch  44 Batch   28/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.890, Loss:  0.213
Epoch  44 Batch   29/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.893, Loss:  0.176
Epoch  44 Batch   30/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.893, Loss:  0.191
Epoch  44 Batch   31/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.893, Loss:  0.189
Epoch  44 Batch   32/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.182
Epoch  44 Batch   33/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.159
Epoch  44 Batch   34/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.193
Epoch  44 Batch   35/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.187
Epoch  44 Batch   36/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.182
Epoch  44 Batch   37/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.205
Epoch  44 Batch   38/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.210
Epoch  44 Batch   39/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.909, Loss:  0.223
Epoch  44 Batch   40/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.196
Epoch  44 Batch   41/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.186
Epoch  44 Batch   42/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.218
Epoch  44 Batch   43/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.178
Epoch  44 Batch   44/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.166
Epoch  44 Batch   45/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.906, Loss:  0.207
Epoch  44 Batch   46/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.204
Epoch  44 Batch   47/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.213
Epoch  44 Batch   48/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.910, Loss:  0.238
Epoch  44 Batch   49/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.219
Epoch  44 Batch   50/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.914, Loss:  0.184
Epoch  44 Batch   51/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.179
Epoch  44 Batch   52/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.201
Epoch  44 Batch   53/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.905, Loss:  0.201
Epoch  44 Batch   54/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.236
Epoch  44 Batch   55/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.181
Epoch  44 Batch   56/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.164
Epoch  44 Batch   57/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.157
Epoch  44 Batch   58/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.172
Epoch  44 Batch   59/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.197
Epoch  44 Batch   60/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.177
Epoch  44 Batch   61/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.216
Epoch  44 Batch   62/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.208
Epoch  44 Batch   63/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.171
Epoch  44 Batch   64/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.167
Epoch  44 Batch   65/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.910, Loss:  0.184
Epoch  44 Batch   66/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.173
Epoch  44 Batch   67/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.208
Epoch  44 Batch   68/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.224
Epoch  44 Batch   69/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.912, Loss:  0.222
Epoch  44 Batch   70/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.197
Epoch  44 Batch   71/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.169
Epoch  44 Batch   72/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.188
Epoch  44 Batch   73/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.195
Epoch  44 Batch   74/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.174
Epoch  44 Batch   75/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.244
Epoch  44 Batch   76/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.912, Loss:  0.174
Epoch  44 Batch   77/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.912, Loss:  0.175
Epoch  44 Batch   78/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.917, Loss:  0.194
Epoch  44 Batch   79/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.199
Epoch  44 Batch   80/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.196
Epoch  44 Batch   81/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.185
Epoch  44 Batch   82/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.187
Epoch  44 Batch   83/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.203
Epoch  44 Batch   84/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.191
Epoch  44 Batch   85/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.184
Epoch  44 Batch   86/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.189
Epoch  44 Batch   87/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.911, Loss:  0.252
Epoch  44 Batch   88/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.906, Loss:  0.226
Epoch  44 Batch   89/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.196
Epoch  44 Batch   90/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.210
Epoch  44 Batch   91/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.177
Epoch  44 Batch   92/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.203
Epoch  44 Batch   93/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.192
Epoch  44 Batch   94/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.896, Loss:  0.184
Epoch  44 Batch   95/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.225
Epoch  44 Batch   96/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.895, Loss:  0.201
Epoch  44 Batch   97/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.195
Epoch  44 Batch   98/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.190
Epoch  44 Batch   99/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.210
Epoch  44 Batch  100/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.185
Epoch  44 Batch  101/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.193
Epoch  44 Batch  102/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.179
Epoch  44 Batch  103/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.228
Epoch  44 Batch  104/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.206
Epoch  44 Batch  105/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.208
Epoch  44 Batch  106/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.902, Loss:  0.216
Epoch  44 Batch  107/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.903, Loss:  0.210
Epoch  44 Batch  108/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.186
Epoch  44 Batch  109/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.193
Epoch  44 Batch  110/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.176
Epoch  44 Batch  111/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.899, Loss:  0.191
Epoch  44 Batch  112/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.899, Loss:  0.178
Epoch  44 Batch  113/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.217
Epoch  44 Batch  114/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.900, Loss:  0.179
Epoch  44 Batch  115/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.212
Epoch  44 Batch  116/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.903, Loss:  0.225
Epoch  44 Batch  117/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.193
Epoch  44 Batch  118/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.208
Epoch  44 Batch  119/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.200
Epoch  44 Batch  120/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.221
Epoch  44 Batch  121/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.197
Epoch  44 Batch  122/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.905, Loss:  0.179
Epoch  44 Batch  123/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.160
Epoch  44 Batch  124/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.910, Loss:  0.217
Epoch  44 Batch  125/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.202
Epoch  44 Batch  126/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.165
Epoch  44 Batch  127/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.194
Epoch  44 Batch  128/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.170
Epoch  44 Batch  129/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.195
Epoch  44 Batch  130/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.178
Epoch  44 Batch  131/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.192
Epoch  44 Batch  132/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.204
Epoch  44 Batch  133/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.177
Epoch  44 Batch  134/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.190
Epoch  44 Batch  135/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.912, Loss:  0.201
Epoch  44 Batch  136/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.183
Epoch  44 Batch  137/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.172
Epoch  44 Batch  138/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.190
Epoch  44 Batch  139/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.204
Epoch  44 Batch  140/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.189
Epoch  44 Batch  141/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.200
Epoch  44 Batch  142/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.165
Epoch  44 Batch  143/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.195
Epoch  44 Batch  144/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.222
Epoch  44 Batch  145/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.212
Epoch  44 Batch  146/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.226
Epoch  44 Batch  147/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.207
Epoch  44 Batch  148/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.189
Epoch  44 Batch  149/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.198
Epoch  44 Batch  150/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.186
Epoch  44 Batch  151/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.162
Epoch  44 Batch  152/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.224
Epoch  44 Batch  153/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.206
Epoch  44 Batch  154/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.197
Epoch  44 Batch  155/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.200
Epoch  44 Batch  156/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.185
Epoch  44 Batch  157/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.194
Epoch  44 Batch  158/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.209
Epoch  44 Batch  159/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.165
Epoch  44 Batch  160/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.174
Epoch  44 Batch  161/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.194
Epoch  44 Batch  162/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.221
Epoch  44 Batch  163/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.216
Epoch  44 Batch  164/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.226
Epoch  44 Batch  165/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.179
Epoch  44 Batch  166/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.222
Epoch  44 Batch  167/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.912, Loss:  0.183
Epoch  44 Batch  168/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.908, Loss:  0.223
Epoch  44 Batch  169/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.908, Loss:  0.221
Epoch  44 Batch  170/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.197
Epoch  44 Batch  171/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.178
Epoch  44 Batch  172/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.179
Epoch  44 Batch  173/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.201
Epoch  44 Batch  174/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.174
Epoch  44 Batch  175/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.196
Epoch  44 Batch  176/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.200
Epoch  44 Batch  177/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.907, Loss:  0.207
Epoch  44 Batch  178/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.906, Loss:  0.189
Epoch  44 Batch  179/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.190
Epoch  44 Batch  180/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.175
Epoch  44 Batch  181/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.208
Epoch  44 Batch  182/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.201
Epoch  44 Batch  183/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.204
Epoch  44 Batch  184/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.912, Loss:  0.172
Epoch  44 Batch  185/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.204
Epoch  44 Batch  186/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.187
Epoch  44 Batch  187/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.188
Epoch  44 Batch  188/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.179
Epoch  44 Batch  189/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.186
Epoch  44 Batch  190/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.161
Epoch  44 Batch  191/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.172
Epoch  44 Batch  192/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.205
Epoch  44 Batch  193/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.182
Epoch  44 Batch  194/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.167
Epoch  44 Batch  195/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.177
Epoch  44 Batch  196/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.187
Epoch  44 Batch  197/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.193
Epoch  44 Batch  198/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.194
Epoch  44 Batch  199/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.184
Epoch  44 Batch  200/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.924, Loss:  0.205
Epoch  44 Batch  201/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.174
Epoch  44 Batch  202/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.215
Epoch  44 Batch  203/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.922, Loss:  0.196
Epoch  44 Batch  204/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.918, Loss:  0.234
Epoch  44 Batch  205/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.202
Epoch  44 Batch  206/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.183
Epoch  44 Batch  207/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.192
Epoch  44 Batch  208/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.202
Epoch  44 Batch  209/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.915, Loss:  0.161
Epoch  44 Batch  210/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.182
Epoch  44 Batch  211/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.178
Epoch  44 Batch  212/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.174
Epoch  44 Batch  213/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.181
Epoch  44 Batch  214/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.181
Epoch  44 Batch  215/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.909, Loss:  0.205
Epoch  44 Batch  216/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.206
Epoch  44 Batch  217/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.173
Epoch  44 Batch  218/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.213
Epoch  44 Batch  219/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.179
Epoch  44 Batch  220/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.185
Epoch  44 Batch  221/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.193
Epoch  44 Batch  222/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.225
Epoch  44 Batch  223/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.166
Epoch  44 Batch  224/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.193
Epoch  44 Batch  225/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.205
Epoch  44 Batch  226/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.910, Loss:  0.187
Epoch  44 Batch  227/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.910, Loss:  0.213
Epoch  44 Batch  228/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.160
Epoch  44 Batch  229/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.195
Epoch  44 Batch  230/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.177
Epoch  44 Batch  231/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.212
Epoch  44 Batch  232/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.188
Epoch  44 Batch  233/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.228
Epoch  44 Batch  234/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.917, Loss:  0.222
Epoch  44 Batch  235/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.917, Loss:  0.194
Epoch  44 Batch  236/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.211
Epoch  44 Batch  237/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.161
Epoch  44 Batch  238/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.191
Epoch  44 Batch  239/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.923, Loss:  0.149
Epoch  44 Batch  240/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.919, Loss:  0.176
Epoch  44 Batch  241/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.919, Loss:  0.154
Epoch  44 Batch  242/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.182
Epoch  44 Batch  243/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.207
Epoch  44 Batch  244/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.207
Epoch  44 Batch  245/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.177
Epoch  44 Batch  246/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.195
Epoch  44 Batch  247/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.917, Loss:  0.173
Epoch  44 Batch  248/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.192
Epoch  44 Batch  249/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.204
Epoch  44 Batch  250/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.181
Epoch  44 Batch  251/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.177
Epoch  44 Batch  252/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.195
Epoch  44 Batch  253/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.911, Loss:  0.188
Epoch  44 Batch  254/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.184
Epoch  44 Batch  255/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.189
Epoch  44 Batch  256/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.913, Loss:  0.226
Epoch  44 Batch  257/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.192
Epoch  44 Batch  258/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.196
Epoch  44 Batch  259/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.203
Epoch  44 Batch  260/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.176
Epoch  44 Batch  261/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.182
Epoch  44 Batch  262/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.171
Epoch  44 Batch  263/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.913, Loss:  0.173
Epoch  44 Batch  264/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.210
Epoch  44 Batch  265/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.912, Loss:  0.202
Epoch  44 Batch  266/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.196
Epoch  44 Batch  267/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.179
Epoch  44 Batch  268/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.208
Epoch  44 Batch  269/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.203
Epoch  44 Batch  270/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.212
Epoch  44 Batch  271/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.194
Epoch  44 Batch  272/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.914, Loss:  0.252
Epoch  44 Batch  273/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.180
Epoch  44 Batch  274/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.192
Epoch  44 Batch  275/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.209
Epoch  44 Batch  276/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.239
Epoch  44 Batch  277/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.906, Loss:  0.152
Epoch  44 Batch  278/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.906, Loss:  0.202
Epoch  44 Batch  279/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.223
Epoch  44 Batch  280/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.906, Loss:  0.202
Epoch  44 Batch  281/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.218
Epoch  44 Batch  282/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.909, Loss:  0.248
Epoch  44 Batch  283/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.908, Loss:  0.203
Epoch  44 Batch  284/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.202
Epoch  44 Batch  285/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.201
Epoch  44 Batch  286/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.192
Epoch  44 Batch  287/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.193
Epoch  44 Batch  288/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.205
Epoch  44 Batch  289/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.203
Epoch  44 Batch  290/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.919, Loss:  0.221
Epoch  44 Batch  291/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.226
Epoch  44 Batch  292/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.179
Epoch  44 Batch  293/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.913, Loss:  0.232
Epoch  44 Batch  294/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.910, Loss:  0.186
Epoch  44 Batch  295/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.224
Epoch  44 Batch  296/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.195
Epoch  44 Batch  297/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.914, Loss:  0.230
Epoch  44 Batch  298/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.205
Epoch  44 Batch  299/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.177
Epoch  44 Batch  300/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.906, Loss:  0.188
Epoch  44 Batch  301/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.179
Epoch  44 Batch  302/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.907, Loss:  0.192
Epoch  44 Batch  303/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.210
Epoch  44 Batch  304/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.175
Epoch  44 Batch  305/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.204
Epoch  44 Batch  306/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.213
Epoch  44 Batch  307/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.181
Epoch  44 Batch  308/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.211
Epoch  44 Batch  309/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.179
Epoch  44 Batch  310/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.895, Loss:  0.213
Epoch  44 Batch  311/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.895, Loss:  0.165
Epoch  44 Batch  312/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.233
Epoch  44 Batch  313/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.169
Epoch  44 Batch  314/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.198
Epoch  44 Batch  315/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.913, Loss:  0.170
Epoch  44 Batch  316/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.182
Epoch  44 Batch  317/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.915, Loss:  0.208
Epoch  44 Batch  318/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.184
Epoch  44 Batch  319/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.917, Loss:  0.219
Epoch  44 Batch  320/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.916, Loss:  0.192
Epoch  44 Batch  321/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.914, Loss:  0.198
Epoch  44 Batch  322/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.168
Epoch  44 Batch  323/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.217
Epoch  44 Batch  324/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.200
Epoch  44 Batch  325/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.185
Epoch  44 Batch  326/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.185
Epoch  44 Batch  327/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.234
Epoch  44 Batch  328/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.220
Epoch  44 Batch  329/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.203
Epoch  44 Batch  330/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.184
Epoch  44 Batch  331/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.200
Epoch  44 Batch  332/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.182
Epoch  44 Batch  333/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.183
Epoch  44 Batch  334/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.910, Loss:  0.180
Epoch  44 Batch  335/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.189
Epoch  44 Batch  336/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.234
Epoch  44 Batch  337/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.218
Epoch  44 Batch  338/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.911, Loss:  0.228
Epoch  44 Batch  339/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.182
Epoch  44 Batch  340/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.187
Epoch  44 Batch  341/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.253
Epoch  44 Batch  342/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.179
Epoch  44 Batch  343/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.215
Epoch  44 Batch  344/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.908, Loss:  0.191
Epoch  44 Batch  345/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.195
Epoch  44 Batch  346/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.194
Epoch  44 Batch  347/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.168
Epoch  44 Batch  348/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.174
Epoch  44 Batch  349/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.903, Loss:  0.199
Epoch  44 Batch  350/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.186
Epoch  44 Batch  351/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.211
Epoch  44 Batch  352/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.202
Epoch  44 Batch  353/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.228
Epoch  44 Batch  354/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.214
Epoch  44 Batch  355/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.908, Loss:  0.212
Epoch  44 Batch  356/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.196
Epoch  44 Batch  357/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.174
Epoch  44 Batch  358/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.905, Loss:  0.228
Epoch  44 Batch  359/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.210
Epoch  44 Batch  360/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.193
Epoch  44 Batch  361/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.207
Epoch  44 Batch  362/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.210
Epoch  44 Batch  363/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.902, Loss:  0.224
Epoch  44 Batch  364/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.216
Epoch  44 Batch  365/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.897, Loss:  0.175
Epoch  44 Batch  366/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.177
Epoch  44 Batch  367/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.183
Epoch  44 Batch  368/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.194
Epoch  44 Batch  369/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.199
Epoch  44 Batch  370/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.909, Loss:  0.202
Epoch  44 Batch  371/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.182
Epoch  44 Batch  372/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.906, Loss:  0.164
Epoch  44 Batch  373/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.907, Loss:  0.165
Epoch  44 Batch  374/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.216
Epoch  44 Batch  375/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.910, Loss:  0.175
Epoch  44 Batch  376/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.190
Epoch  44 Batch  377/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.187
Epoch  44 Batch  378/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.158
Epoch  44 Batch  379/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.225
Epoch  44 Batch  380/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.194
Epoch  44 Batch  381/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.206
Epoch  44 Batch  382/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.240
Epoch  44 Batch  383/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.183
Epoch  44 Batch  384/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.189
Epoch  44 Batch  385/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.195
Epoch  44 Batch  386/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.916, Loss:  0.196
Epoch  44 Batch  387/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.178
Epoch  44 Batch  388/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.197
Epoch  44 Batch  389/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.189
Epoch  44 Batch  390/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.916, Loss:  0.217
Epoch  44 Batch  391/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.199
Epoch  44 Batch  392/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.199
Epoch  44 Batch  393/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.177
Epoch  44 Batch  394/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.181
Epoch  44 Batch  395/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.918, Loss:  0.160
Epoch  44 Batch  396/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.206
Epoch  44 Batch  397/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.204
Epoch  44 Batch  398/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.203
Epoch  44 Batch  399/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.916, Loss:  0.210
Epoch  44 Batch  400/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.207
Epoch  44 Batch  401/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.189
Epoch  44 Batch  402/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.171
Epoch  44 Batch  403/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.220
Epoch  44 Batch  404/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.176
Epoch  44 Batch  405/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.200
Epoch  44 Batch  406/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.917, Loss:  0.165
Epoch  44 Batch  407/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.217
Epoch  44 Batch  408/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.201
Epoch  44 Batch  409/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.209
Epoch  44 Batch  410/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.214
Epoch  44 Batch  411/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.188
Epoch  44 Batch  412/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.184
Epoch  44 Batch  413/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.178
Epoch  44 Batch  414/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.912, Loss:  0.205
Epoch  44 Batch  415/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.194
Epoch  44 Batch  416/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.190
Epoch  44 Batch  417/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.910, Loss:  0.230
Epoch  44 Batch  418/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.179
Epoch  44 Batch  419/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.195
Epoch  44 Batch  420/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.191
Epoch  44 Batch  421/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.233
Epoch  44 Batch  422/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.185
Epoch  44 Batch  423/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.209
Epoch  44 Batch  424/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.911, Loss:  0.206
Epoch  44 Batch  425/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.175
Epoch  44 Batch  426/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.213
Epoch  44 Batch  427/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.192
Epoch  44 Batch  428/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.181
Epoch  44 Batch  429/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.179
Epoch  44 Batch  430/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.176
Epoch  44 Batch  431/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.182
Epoch  44 Batch  432/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.201
Epoch  44 Batch  433/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.193
Epoch  44 Batch  434/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.189
Epoch  44 Batch  435/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.199
Epoch  44 Batch  436/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.196
Epoch  44 Batch  437/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.175
Epoch  44 Batch  438/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.197
Epoch  44 Batch  439/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.200
Epoch  44 Batch  440/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.918, Loss:  0.213
Epoch  44 Batch  441/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.913, Loss:  0.197
Epoch  44 Batch  442/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.190
Epoch  44 Batch  443/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.911, Loss:  0.182
Epoch  44 Batch  444/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.178
Epoch  44 Batch  445/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.187
Epoch  44 Batch  446/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.912, Loss:  0.174
Epoch  44 Batch  447/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.204
Epoch  44 Batch  448/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.909, Loss:  0.223
Epoch  44 Batch  449/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.200
Epoch  44 Batch  450/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.199
Epoch  44 Batch  451/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.183
Epoch  44 Batch  452/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.206
Epoch  44 Batch  453/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.182
Epoch  44 Batch  454/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.192
Epoch  44 Batch  455/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.909, Loss:  0.186
Epoch  44 Batch  456/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.184
Epoch  44 Batch  457/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.187
Epoch  44 Batch  458/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.187
Epoch  44 Batch  459/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.182
Epoch  44 Batch  460/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.203
Epoch  44 Batch  461/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.199
Epoch  44 Batch  462/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.209
Epoch  44 Batch  463/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.210
Epoch  44 Batch  464/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.185
Epoch  44 Batch  465/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.912, Loss:  0.202
Epoch  44 Batch  466/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.174
Epoch  44 Batch  467/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.196
Epoch  44 Batch  468/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.205
Epoch  44 Batch  469/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.187
Epoch  44 Batch  470/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.198
Epoch  44 Batch  471/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.908, Loss:  0.170
Epoch  44 Batch  472/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.169
Epoch  44 Batch  473/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.209
Epoch  44 Batch  474/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.197
Epoch  44 Batch  475/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.200
Epoch  44 Batch  476/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.183
Epoch  44 Batch  477/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.202
Epoch  44 Batch  478/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.198
Epoch  44 Batch  479/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.219
Epoch  44 Batch  480/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.205
Epoch  44 Batch  481/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.205
Epoch  44 Batch  482/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.235
Epoch  44 Batch  483/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.215
Epoch  44 Batch  484/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.916, Loss:  0.205
Epoch  44 Batch  485/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.181
Epoch  44 Batch  486/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.181
Epoch  44 Batch  487/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.197
Epoch  44 Batch  488/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.187
Epoch  44 Batch  489/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.194
Epoch  44 Batch  490/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.199
Epoch  44 Batch  491/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.210
Epoch  44 Batch  492/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.218
Epoch  44 Batch  493/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.168
Epoch  44 Batch  494/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.916, Loss:  0.169
Epoch  44 Batch  495/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.915, Loss:  0.193
Epoch  44 Batch  496/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.188
Epoch  44 Batch  497/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.920, Loss:  0.198
Epoch  44 Batch  498/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.212
Epoch  44 Batch  499/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.179
Epoch  44 Batch  500/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.179
Epoch  44 Batch  501/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.164
Epoch  44 Batch  502/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.907, Loss:  0.178
Epoch  44 Batch  503/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.179
Epoch  44 Batch  504/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.204
Epoch  44 Batch  505/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.156
Epoch  44 Batch  506/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.191
Epoch  44 Batch  507/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.907, Loss:  0.183
Epoch  44 Batch  508/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.169
Epoch  44 Batch  509/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.914, Loss:  0.229
Epoch  44 Batch  510/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.197
Epoch  44 Batch  511/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.186
Epoch  44 Batch  512/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.915, Loss:  0.179
Epoch  44 Batch  513/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.190
Epoch  44 Batch  514/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.910, Loss:  0.183
Epoch  44 Batch  515/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.178
Epoch  44 Batch  516/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.178
Epoch  44 Batch  517/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.179
Epoch  44 Batch  518/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.190
Epoch  44 Batch  519/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.911, Loss:  0.175
Epoch  44 Batch  520/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.911, Loss:  0.161
Epoch  44 Batch  521/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.193
Epoch  44 Batch  522/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.909, Loss:  0.233
Epoch  44 Batch  523/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.910, Loss:  0.195
Epoch  44 Batch  524/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.221
Epoch  44 Batch  525/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.183
Epoch  44 Batch  526/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.194
Epoch  44 Batch  527/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.195
Epoch  44 Batch  528/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.174
Epoch  44 Batch  529/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.186
Epoch  44 Batch  530/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.910, Loss:  0.207
Epoch  44 Batch  531/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.909, Loss:  0.191
Epoch  44 Batch  532/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.909, Loss:  0.201
Epoch  44 Batch  533/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.234
Epoch  44 Batch  534/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.211
Epoch  44 Batch  535/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.899, Loss:  0.184
Epoch  44 Batch  536/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.184
Epoch  44 Batch  537/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.188
Epoch  44 Batch  538/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.899, Loss:  0.165
Epoch  44 Batch  539/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.205
Epoch  44 Batch  540/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.903, Loss:  0.174
Epoch  44 Batch  541/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.183
Epoch  44 Batch  542/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.904, Loss:  0.225
Epoch  44 Batch  543/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.899, Loss:  0.193
Epoch  44 Batch  544/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.900, Loss:  0.177
Epoch  44 Batch  545/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.207
Epoch  44 Batch  546/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.216
Epoch  44 Batch  547/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.191
Epoch  44 Batch  548/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.907, Loss:  0.218
Epoch  44 Batch  549/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.216
Epoch  44 Batch  550/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.913, Loss:  0.193
Epoch  44 Batch  551/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.206
Epoch  44 Batch  552/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.211
Epoch  44 Batch  553/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.239
Epoch  44 Batch  554/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.198
Epoch  44 Batch  555/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.197
Epoch  44 Batch  556/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.177
Epoch  44 Batch  557/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.200
Epoch  44 Batch  558/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.170
Epoch  44 Batch  559/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.185
Epoch  44 Batch  560/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.185
Epoch  44 Batch  561/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.177
Epoch  44 Batch  562/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.192
Epoch  44 Batch  563/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.216
Epoch  44 Batch  564/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.204
Epoch  44 Batch  565/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.213
Epoch  44 Batch  566/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.224
Epoch  44 Batch  567/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.184
Epoch  44 Batch  568/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.189
Epoch  44 Batch  569/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.211
Epoch  44 Batch  570/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.221
Epoch  44 Batch  571/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.166
Epoch  44 Batch  572/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.179
Epoch  44 Batch  573/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.222
Epoch  44 Batch  574/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.194
Epoch  44 Batch  575/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.197
Epoch  44 Batch  576/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.189
Epoch  44 Batch  577/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.200
Epoch  44 Batch  578/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.227
Epoch  44 Batch  579/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.174
Epoch  44 Batch  580/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.914, Loss:  0.172
Epoch  44 Batch  581/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.172
Epoch  44 Batch  582/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.179
Epoch  44 Batch  583/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.210
Epoch  44 Batch  584/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.192
Epoch  44 Batch  585/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.170
Epoch  44 Batch  586/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.204
Epoch  44 Batch  587/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.215
Epoch  44 Batch  588/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.179
Epoch  44 Batch  589/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.908, Loss:  0.197
Epoch  44 Batch  590/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.197
Epoch  44 Batch  591/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.182
Epoch  44 Batch  592/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.208
Epoch  44 Batch  593/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.223
Epoch  44 Batch  594/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.202
Epoch  44 Batch  595/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.198
Epoch  44 Batch  596/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.917, Loss:  0.193
Epoch  44 Batch  597/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.191
Epoch  44 Batch  598/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.193
Epoch  44 Batch  599/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.233
Epoch  44 Batch  600/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.206
Epoch  44 Batch  601/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.207
Epoch  44 Batch  602/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.223
Epoch  44 Batch  603/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.198
Epoch  44 Batch  604/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.195
Epoch  44 Batch  605/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.238
Epoch  44 Batch  606/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.166
Epoch  44 Batch  607/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.201
Epoch  44 Batch  608/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.207
Epoch  44 Batch  609/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.911, Loss:  0.195
Epoch  44 Batch  610/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.213
Epoch  44 Batch  611/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.187
Epoch  44 Batch  612/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.191
Epoch  44 Batch  613/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.199
Epoch  44 Batch  614/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.197
Epoch  44 Batch  615/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.197
Epoch  44 Batch  616/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.210
Epoch  44 Batch  617/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.195
Epoch  44 Batch  618/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.905, Loss:  0.184
Epoch  44 Batch  619/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.905, Loss:  0.172
Epoch  44 Batch  620/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.186
Epoch  44 Batch  621/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.913, Loss:  0.181
Epoch  44 Batch  622/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.201
Epoch  44 Batch  623/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.914, Loss:  0.217
Epoch  44 Batch  624/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.206
Epoch  44 Batch  625/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.190
Epoch  44 Batch  626/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.183
Epoch  44 Batch  627/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.193
Epoch  44 Batch  628/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.209
Epoch  44 Batch  629/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.894, Loss:  0.227
Epoch  44 Batch  630/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.898, Loss:  0.210
Epoch  44 Batch  631/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.192
Epoch  44 Batch  632/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.899, Loss:  0.164
Epoch  44 Batch  633/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.899, Loss:  0.196
Epoch  44 Batch  634/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.172
Epoch  44 Batch  635/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.237
Epoch  44 Batch  636/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.191
Epoch  44 Batch  637/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.904, Loss:  0.194
Epoch  44 Batch  638/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.195
Epoch  44 Batch  639/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.188
Epoch  44 Batch  640/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.163
Epoch  44 Batch  641/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.191
Epoch  44 Batch  642/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.906, Loss:  0.183
Epoch  44 Batch  643/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.168
Epoch  44 Batch  644/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.187
Epoch  44 Batch  645/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.190
Epoch  44 Batch  646/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.189
Epoch  44 Batch  647/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.193
Epoch  44 Batch  648/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.171
Epoch  44 Batch  649/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.183
Epoch  44 Batch  650/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.209
Epoch  44 Batch  651/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.195
Epoch  44 Batch  652/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.202
Epoch  44 Batch  653/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.222
Epoch  44 Batch  654/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.192
Epoch  44 Batch  655/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.200
Epoch  44 Batch  656/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.193
Epoch  44 Batch  657/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.195
Epoch  44 Batch  658/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.171
Epoch  44 Batch  659/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.197
Epoch  44 Batch  660/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.199
Epoch  44 Batch  661/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.175
Epoch  44 Batch  662/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.186
Epoch  44 Batch  663/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.164
Epoch  44 Batch  664/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.195
Epoch  44 Batch  665/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.179
Epoch  44 Batch  666/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.198
Epoch  44 Batch  667/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.196
Epoch  44 Batch  668/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.172
Epoch  44 Batch  669/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.192
Epoch  44 Batch  670/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.193
Epoch  44 Batch  671/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.231
Epoch  44 Batch  672/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.184
Epoch  44 Batch  673/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.175
Epoch  44 Batch  674/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.904, Loss:  0.190
Epoch  44 Batch  675/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.216
Epoch  44 Batch  676/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.900, Loss:  0.186
Epoch  44 Batch  677/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.901, Loss:  0.205
Epoch  44 Batch  678/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.172
Epoch  44 Batch  679/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.197
Epoch  44 Batch  680/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.193
Epoch  44 Batch  681/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.210
Epoch  44 Batch  682/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.207
Epoch  44 Batch  683/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.195
Epoch  44 Batch  684/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.184
Epoch  44 Batch  685/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.198
Epoch  44 Batch  686/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.201
Epoch  44 Batch  687/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.901, Loss:  0.214
Epoch  44 Batch  688/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.186
Epoch  44 Batch  689/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.902, Loss:  0.176
Epoch  44 Batch  690/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.194
Epoch  44 Batch  691/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.905, Loss:  0.204
Epoch  44 Batch  692/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.183
Epoch  44 Batch  693/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.229
Epoch  44 Batch  694/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.195
Epoch  44 Batch  695/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.168
Epoch  44 Batch  696/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.909, Loss:  0.206
Epoch  44 Batch  697/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.183
Epoch  44 Batch  698/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.175
Epoch  44 Batch  699/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.182
Epoch  44 Batch  700/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.180
Epoch  44 Batch  701/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.210
Epoch  44 Batch  702/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.228
Epoch  44 Batch  703/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.204
Epoch  44 Batch  704/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.205
Epoch  44 Batch  705/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.199
Epoch  44 Batch  706/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.215
Epoch  44 Batch  707/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.175
Epoch  44 Batch  708/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.916, Loss:  0.189
Epoch  44 Batch  709/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.914, Loss:  0.224
Epoch  44 Batch  710/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.190
Epoch  44 Batch  711/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.230
Epoch  44 Batch  712/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.908, Loss:  0.185
Epoch  44 Batch  713/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.173
Epoch  44 Batch  714/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.201
Epoch  44 Batch  715/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.907, Loss:  0.223
Epoch  44 Batch  716/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.907, Loss:  0.175
Epoch  44 Batch  717/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.907, Loss:  0.185
Epoch  44 Batch  718/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.193
Epoch  44 Batch  719/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.904, Loss:  0.186
Epoch  44 Batch  720/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.909, Loss:  0.203
Epoch  44 Batch  721/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.201
Epoch  44 Batch  722/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.908, Loss:  0.184
Epoch  44 Batch  723/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.192
Epoch  44 Batch  724/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.219
Epoch  44 Batch  725/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.173
Epoch  44 Batch  726/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.190
Epoch  44 Batch  727/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.186
Epoch  44 Batch  728/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.911, Loss:  0.197
Epoch  44 Batch  729/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.216
Epoch  44 Batch  730/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.202
Epoch  44 Batch  731/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.911, Loss:  0.193
Epoch  44 Batch  732/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.218
Epoch  44 Batch  733/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.204
Epoch  44 Batch  734/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.904, Loss:  0.212
Epoch  44 Batch  735/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.182
Epoch  44 Batch  736/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.207
Epoch  44 Batch  737/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.217
Epoch  44 Batch  738/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.173
Epoch  44 Batch  739/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.912, Loss:  0.192
Epoch  44 Batch  740/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.192
Epoch  44 Batch  741/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.207
Epoch  44 Batch  742/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.186
Epoch  44 Batch  743/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.214
Epoch  44 Batch  744/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.199
Epoch  44 Batch  745/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.205
Epoch  44 Batch  746/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.905, Loss:  0.190
Epoch  44 Batch  747/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.178
Epoch  44 Batch  748/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.187
Epoch  44 Batch  749/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.184
Epoch  44 Batch  750/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.204
Epoch  44 Batch  751/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.181
Epoch  44 Batch  752/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.167
Epoch  44 Batch  753/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.907, Loss:  0.193
Epoch  44 Batch  754/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.907, Loss:  0.222
Epoch  44 Batch  755/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.196
Epoch  44 Batch  756/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.181
Epoch  44 Batch  757/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.204
Epoch  44 Batch  758/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.170
Epoch  44 Batch  759/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.906, Loss:  0.179
Epoch  44 Batch  760/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.194
Epoch  44 Batch  761/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.197
Epoch  44 Batch  762/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.907, Loss:  0.171
Epoch  44 Batch  763/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.188
Epoch  44 Batch  764/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.204
Epoch  44 Batch  765/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.177
Epoch  44 Batch  766/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.226
Epoch  44 Batch  767/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.197
Epoch  44 Batch  768/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.203
Epoch  44 Batch  769/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.187
Epoch  44 Batch  770/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.913, Loss:  0.183
Epoch  44 Batch  771/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.223
Epoch  44 Batch  772/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.188
Epoch  44 Batch  773/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.192
Epoch  44 Batch  774/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.206
Epoch  44 Batch  775/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.180
Epoch  44 Batch  776/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.159
Epoch  44 Batch  777/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.186
Epoch  44 Batch  778/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.172
Epoch  44 Batch  779/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.204
Epoch  44 Batch  780/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.907, Loss:  0.241
Epoch  44 Batch  781/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.907, Loss:  0.184
Epoch  44 Batch  782/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.187
Epoch  44 Batch  783/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.204
Epoch  44 Batch  784/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.903, Loss:  0.176
Epoch  44 Batch  785/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.903, Loss:  0.177
Epoch  44 Batch  786/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.190
Epoch  44 Batch  787/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.179
Epoch  44 Batch  788/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.178
Epoch  44 Batch  789/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.191
Epoch  44 Batch  790/1077 - Train Accuracy:  0.862, Validation Accuracy:  0.913, Loss:  0.230
Epoch  44 Batch  791/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.204
Epoch  44 Batch  792/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.201
Epoch  44 Batch  793/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.184
Epoch  44 Batch  794/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.914, Loss:  0.191
Epoch  44 Batch  795/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.194
Epoch  44 Batch  796/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.184
Epoch  44 Batch  797/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.909, Loss:  0.183
Epoch  44 Batch  798/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.188
Epoch  44 Batch  799/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.218
Epoch  44 Batch  800/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.190
Epoch  44 Batch  801/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.202
Epoch  44 Batch  802/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.200
Epoch  44 Batch  803/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.207
Epoch  44 Batch  804/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.172
Epoch  44 Batch  805/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.201
Epoch  44 Batch  806/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.905, Loss:  0.173
Epoch  44 Batch  807/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.904, Loss:  0.174
Epoch  44 Batch  808/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.899, Loss:  0.217
Epoch  44 Batch  809/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.233
Epoch  44 Batch  810/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.197
Epoch  44 Batch  811/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.187
Epoch  44 Batch  812/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.201
Epoch  44 Batch  813/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.901, Loss:  0.182
Epoch  44 Batch  814/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.901, Loss:  0.200
Epoch  44 Batch  815/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.195
Epoch  44 Batch  816/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.901, Loss:  0.191
Epoch  44 Batch  817/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.225
Epoch  44 Batch  818/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.196
Epoch  44 Batch  819/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.193
Epoch  44 Batch  820/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.900, Loss:  0.195
Epoch  44 Batch  821/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.900, Loss:  0.180
Epoch  44 Batch  822/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.900, Loss:  0.198
Epoch  44 Batch  823/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.900, Loss:  0.192
Epoch  44 Batch  824/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.900, Loss:  0.172
Epoch  44 Batch  825/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.900, Loss:  0.177
Epoch  44 Batch  826/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.898, Loss:  0.178
Epoch  44 Batch  827/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.191
Epoch  44 Batch  828/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.176
Epoch  44 Batch  829/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.902, Loss:  0.211
Epoch  44 Batch  830/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.896, Loss:  0.192
Epoch  44 Batch  831/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.897, Loss:  0.209
Epoch  44 Batch  832/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.897, Loss:  0.212
Epoch  44 Batch  833/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.897, Loss:  0.198
Epoch  44 Batch  834/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.195
Epoch  44 Batch  835/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.211
Epoch  44 Batch  836/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.182
Epoch  44 Batch  837/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.234
Epoch  44 Batch  838/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.196
Epoch  44 Batch  839/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.173
Epoch  44 Batch  840/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.172
Epoch  44 Batch  841/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.895, Loss:  0.181
Epoch  44 Batch  842/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.173
Epoch  44 Batch  843/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.900, Loss:  0.182
Epoch  44 Batch  844/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.178
Epoch  44 Batch  845/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.191
Epoch  44 Batch  846/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.902, Loss:  0.207
Epoch  44 Batch  847/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.225
Epoch  44 Batch  848/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.910, Loss:  0.167
Epoch  44 Batch  849/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.174
Epoch  44 Batch  850/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.240
Epoch  44 Batch  851/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.209
Epoch  44 Batch  852/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.910, Loss:  0.209
Epoch  44 Batch  853/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.176
Epoch  44 Batch  854/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.210
Epoch  44 Batch  855/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.204
Epoch  44 Batch  856/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.193
Epoch  44 Batch  857/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.183
Epoch  44 Batch  858/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.225
Epoch  44 Batch  859/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.202
Epoch  44 Batch  860/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.213
Epoch  44 Batch  861/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.910, Loss:  0.203
Epoch  44 Batch  862/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.901, Loss:  0.195
Epoch  44 Batch  863/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.163
Epoch  44 Batch  864/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.899, Loss:  0.180
Epoch  44 Batch  865/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.195
Epoch  44 Batch  866/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.208
Epoch  44 Batch  867/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.898, Loss:  0.233
Epoch  44 Batch  868/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.192
Epoch  44 Batch  869/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.196
Epoch  44 Batch  870/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.219
Epoch  44 Batch  871/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.181
Epoch  44 Batch  872/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.902, Loss:  0.196
Epoch  44 Batch  873/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.199
Epoch  44 Batch  874/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.897, Loss:  0.204
Epoch  44 Batch  875/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.890, Loss:  0.197
Epoch  44 Batch  876/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.890, Loss:  0.190
Epoch  44 Batch  877/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.889, Loss:  0.176
Epoch  44 Batch  878/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.889, Loss:  0.184
Epoch  44 Batch  879/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.894, Loss:  0.171
Epoch  44 Batch  880/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.184
Epoch  44 Batch  881/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.221
Epoch  44 Batch  882/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.896, Loss:  0.217
Epoch  44 Batch  883/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.896, Loss:  0.246
Epoch  44 Batch  884/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.896, Loss:  0.184
Epoch  44 Batch  885/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.900, Loss:  0.170
Epoch  44 Batch  886/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.204
Epoch  44 Batch  887/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.216
Epoch  44 Batch  888/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.176
Epoch  44 Batch  889/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.195
Epoch  44 Batch  890/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.179
Epoch  44 Batch  891/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.194
Epoch  44 Batch  892/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.161
Epoch  44 Batch  893/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.183
Epoch  44 Batch  894/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.183
Epoch  44 Batch  895/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.190
Epoch  44 Batch  896/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.216
Epoch  44 Batch  897/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.171
Epoch  44 Batch  898/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.188
Epoch  44 Batch  899/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.191
Epoch  44 Batch  900/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.907, Loss:  0.207
Epoch  44 Batch  901/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.909, Loss:  0.214
Epoch  44 Batch  902/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.909, Loss:  0.207
Epoch  44 Batch  903/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.176
Epoch  44 Batch  904/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.169
Epoch  44 Batch  905/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.177
Epoch  44 Batch  906/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.904, Loss:  0.176
Epoch  44 Batch  907/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.903, Loss:  0.182
Epoch  44 Batch  908/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.214
Epoch  44 Batch  909/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.201
Epoch  44 Batch  910/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.182
Epoch  44 Batch  911/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.196
Epoch  44 Batch  912/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.201
Epoch  44 Batch  913/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.247
Epoch  44 Batch  914/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.204
Epoch  44 Batch  915/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.914, Loss:  0.197
Epoch  44 Batch  916/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.208
Epoch  44 Batch  917/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.198
Epoch  44 Batch  918/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.183
Epoch  44 Batch  919/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.172
Epoch  44 Batch  920/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.211
Epoch  44 Batch  921/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.206
Epoch  44 Batch  922/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.901, Loss:  0.188
Epoch  44 Batch  923/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.194
Epoch  44 Batch  924/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.210
Epoch  44 Batch  925/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.899, Loss:  0.185
Epoch  44 Batch  926/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.196
Epoch  44 Batch  927/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.206
Epoch  44 Batch  928/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.196
Epoch  44 Batch  929/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.213
Epoch  44 Batch  930/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.895, Loss:  0.185
Epoch  44 Batch  931/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.208
Epoch  44 Batch  932/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.199
Epoch  44 Batch  933/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.211
Epoch  44 Batch  934/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.908, Loss:  0.204
Epoch  44 Batch  935/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.204
Epoch  44 Batch  936/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.208
Epoch  44 Batch  937/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.207
Epoch  44 Batch  938/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.209
Epoch  44 Batch  939/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.214
Epoch  44 Batch  940/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.180
Epoch  44 Batch  941/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.897, Loss:  0.157
Epoch  44 Batch  942/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.896, Loss:  0.199
Epoch  44 Batch  943/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.179
Epoch  44 Batch  944/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.901, Loss:  0.185
Epoch  44 Batch  945/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.900, Loss:  0.169
Epoch  44 Batch  946/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.901, Loss:  0.187
Epoch  44 Batch  947/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.901, Loss:  0.214
Epoch  44 Batch  948/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.901, Loss:  0.206
Epoch  44 Batch  949/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.901, Loss:  0.160
Epoch  44 Batch  950/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.192
Epoch  44 Batch  951/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.906, Loss:  0.203
Epoch  44 Batch  952/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.192
Epoch  44 Batch  953/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.903, Loss:  0.184
Epoch  44 Batch  954/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.207
Epoch  44 Batch  955/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.197
Epoch  44 Batch  956/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.906, Loss:  0.200
Epoch  44 Batch  957/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.194
Epoch  44 Batch  958/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.200
Epoch  44 Batch  959/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.173
Epoch  44 Batch  960/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.180
Epoch  44 Batch  961/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.206
Epoch  44 Batch  962/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.197
Epoch  44 Batch  963/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.211
Epoch  44 Batch  964/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.164
Epoch  44 Batch  965/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.211
Epoch  44 Batch  966/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.164
Epoch  44 Batch  967/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.192
Epoch  44 Batch  968/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.909, Loss:  0.224
Epoch  44 Batch  969/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.232
Epoch  44 Batch  970/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.205
Epoch  44 Batch  971/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.203
Epoch  44 Batch  972/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.187
Epoch  44 Batch  973/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.906, Loss:  0.170
Epoch  44 Batch  974/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.199
Epoch  44 Batch  975/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.191
Epoch  44 Batch  976/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.901, Loss:  0.172
Epoch  44 Batch  977/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.160
Epoch  44 Batch  978/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.902, Loss:  0.201
Epoch  44 Batch  979/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.212
Epoch  44 Batch  980/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.201
Epoch  44 Batch  981/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.204
Epoch  44 Batch  982/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.903, Loss:  0.181
Epoch  44 Batch  983/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.898, Loss:  0.205
Epoch  44 Batch  984/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.898, Loss:  0.221
Epoch  44 Batch  985/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.898, Loss:  0.175
Epoch  44 Batch  986/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.899, Loss:  0.201
Epoch  44 Batch  987/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.193
Epoch  44 Batch  988/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.208
Epoch  44 Batch  989/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.191
Epoch  44 Batch  990/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.212
Epoch  44 Batch  991/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.201
Epoch  44 Batch  992/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.902, Loss:  0.169
Epoch  44 Batch  993/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.159
Epoch  44 Batch  994/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.902, Loss:  0.196
Epoch  44 Batch  995/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.185
Epoch  44 Batch  996/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.901, Loss:  0.179
Epoch  44 Batch  997/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.198
Epoch  44 Batch  998/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.192
Epoch  44 Batch  999/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.901, Loss:  0.182
Epoch  44 Batch 1000/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.158
Epoch  44 Batch 1001/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.161
Epoch  44 Batch 1002/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.170
Epoch  44 Batch 1003/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.902, Loss:  0.199
Epoch  44 Batch 1004/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.213
Epoch  44 Batch 1005/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.189
Epoch  44 Batch 1006/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.170
Epoch  44 Batch 1007/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.901, Loss:  0.173
Epoch  44 Batch 1008/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.901, Loss:  0.238
Epoch  44 Batch 1009/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.160
Epoch  44 Batch 1010/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.899, Loss:  0.180
Epoch  44 Batch 1011/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.899, Loss:  0.199
Epoch  44 Batch 1012/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.183
Epoch  44 Batch 1013/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.169
Epoch  44 Batch 1014/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.180
Epoch  44 Batch 1015/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.214
Epoch  44 Batch 1016/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.199
Epoch  44 Batch 1017/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.180
Epoch  44 Batch 1018/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.184
Epoch  44 Batch 1019/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.902, Loss:  0.225
Epoch  44 Batch 1020/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.902, Loss:  0.198
Epoch  44 Batch 1021/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.179
Epoch  44 Batch 1022/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.171
Epoch  44 Batch 1023/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.902, Loss:  0.174
Epoch  44 Batch 1024/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.902, Loss:  0.222
Epoch  44 Batch 1025/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.903, Loss:  0.183
Epoch  44 Batch 1026/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.898, Loss:  0.189
Epoch  44 Batch 1027/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.903, Loss:  0.216
Epoch  44 Batch 1028/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.903, Loss:  0.185
Epoch  44 Batch 1029/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.185
Epoch  44 Batch 1030/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.904, Loss:  0.185
Epoch  44 Batch 1031/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.203
Epoch  44 Batch 1032/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.208
Epoch  44 Batch 1033/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.176
Epoch  44 Batch 1034/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.191
Epoch  44 Batch 1035/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.154
Epoch  44 Batch 1036/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.211
Epoch  44 Batch 1037/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.184
Epoch  44 Batch 1038/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.179
Epoch  44 Batch 1039/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.902, Loss:  0.192
Epoch  44 Batch 1040/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.217
Epoch  44 Batch 1041/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.200
Epoch  44 Batch 1042/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.905, Loss:  0.178
Epoch  44 Batch 1043/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.219
Epoch  44 Batch 1044/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.181
Epoch  44 Batch 1045/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.190
Epoch  44 Batch 1046/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.165
Epoch  44 Batch 1047/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.183
Epoch  44 Batch 1048/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.182
Epoch  44 Batch 1049/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.196
Epoch  44 Batch 1050/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.196
Epoch  44 Batch 1051/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.913, Loss:  0.197
Epoch  44 Batch 1052/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.193
Epoch  44 Batch 1053/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.192
Epoch  44 Batch 1054/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.185
Epoch  44 Batch 1055/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.168
Epoch  44 Batch 1056/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.179
Epoch  44 Batch 1057/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.223
Epoch  44 Batch 1058/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.214
Epoch  44 Batch 1059/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.910, Loss:  0.225
Epoch  44 Batch 1060/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.169
Epoch  44 Batch 1061/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.218
Epoch  44 Batch 1062/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.193
Epoch  44 Batch 1063/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.909, Loss:  0.199
Epoch  44 Batch 1064/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.186
Epoch  44 Batch 1065/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.196
Epoch  44 Batch 1066/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.188
Epoch  44 Batch 1067/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.196
Epoch  44 Batch 1068/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.904, Loss:  0.182
Epoch  44 Batch 1069/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.158
Epoch  44 Batch 1070/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.197
Epoch  44 Batch 1071/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.169
Epoch  44 Batch 1072/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.195
Epoch  44 Batch 1073/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.209
Epoch  44 Batch 1074/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.223
Epoch  44 Batch 1075/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.205
Epoch  45 Batch    0/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.165
Epoch  45 Batch    1/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.907, Loss:  0.177
Epoch  45 Batch    2/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.904, Loss:  0.189
Epoch  45 Batch    3/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.904, Loss:  0.183
Epoch  45 Batch    4/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.192
Epoch  45 Batch    5/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.231
Epoch  45 Batch    6/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.188
Epoch  45 Batch    7/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.905, Loss:  0.167
Epoch  45 Batch    8/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.185
Epoch  45 Batch    9/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.190
Epoch  45 Batch   10/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.195
Epoch  45 Batch   11/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.914, Loss:  0.214
Epoch  45 Batch   12/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.208
Epoch  45 Batch   13/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.209
Epoch  45 Batch   14/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.910, Loss:  0.148
Epoch  45 Batch   15/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.910, Loss:  0.186
Epoch  45 Batch   16/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.202
Epoch  45 Batch   17/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.184
Epoch  45 Batch   18/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.905, Loss:  0.200
Epoch  45 Batch   19/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.200
Epoch  45 Batch   20/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.179
Epoch  45 Batch   21/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.197
Epoch  45 Batch   22/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.188
Epoch  45 Batch   23/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.186
Epoch  45 Batch   24/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.203
Epoch  45 Batch   25/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.912, Loss:  0.172
Epoch  45 Batch   26/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.197
Epoch  45 Batch   27/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.171
Epoch  45 Batch   28/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.906, Loss:  0.192
Epoch  45 Batch   29/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.182
Epoch  45 Batch   30/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.174
Epoch  45 Batch   31/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.902, Loss:  0.186
Epoch  45 Batch   32/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.183
Epoch  45 Batch   33/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.157
Epoch  45 Batch   34/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.192
Epoch  45 Batch   35/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.176
Epoch  45 Batch   36/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.181
Epoch  45 Batch   37/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.186
Epoch  45 Batch   38/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.196
Epoch  45 Batch   39/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.215
Epoch  45 Batch   40/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.181
Epoch  45 Batch   41/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.184
Epoch  45 Batch   42/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.213
Epoch  45 Batch   43/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.171
Epoch  45 Batch   44/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.182
Epoch  45 Batch   45/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.195
Epoch  45 Batch   46/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.901, Loss:  0.208
Epoch  45 Batch   47/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.191
Epoch  45 Batch   48/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.905, Loss:  0.212
Epoch  45 Batch   49/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.206
Epoch  45 Batch   50/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.906, Loss:  0.178
Epoch  45 Batch   51/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.173
Epoch  45 Batch   52/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.196
Epoch  45 Batch   53/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.194
Epoch  45 Batch   54/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.237
Epoch  45 Batch   55/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.185
Epoch  45 Batch   56/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.161
Epoch  45 Batch   57/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.169
Epoch  45 Batch   58/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.179
Epoch  45 Batch   59/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.901, Loss:  0.181
Epoch  45 Batch   60/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.901, Loss:  0.165
Epoch  45 Batch   61/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.209
Epoch  45 Batch   62/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.207
Epoch  45 Batch   63/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.902, Loss:  0.171
Epoch  45 Batch   64/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.185
Epoch  45 Batch   65/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.194
Epoch  45 Batch   66/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.160
Epoch  45 Batch   67/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.178
Epoch  45 Batch   68/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.203
Epoch  45 Batch   69/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.213
Epoch  45 Batch   70/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.907, Loss:  0.204
Epoch  45 Batch   71/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.182
Epoch  45 Batch   72/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.185
Epoch  45 Batch   73/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.903, Loss:  0.196
Epoch  45 Batch   74/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.164
Epoch  45 Batch   75/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.217
Epoch  45 Batch   76/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.168
Epoch  45 Batch   77/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.907, Loss:  0.187
Epoch  45 Batch   78/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.195
Epoch  45 Batch   79/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.189
Epoch  45 Batch   80/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.186
Epoch  45 Batch   81/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.903, Loss:  0.176
Epoch  45 Batch   82/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.175
Epoch  45 Batch   83/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.199
Epoch  45 Batch   84/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.897, Loss:  0.195
Epoch  45 Batch   85/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.185
Epoch  45 Batch   86/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.195
Epoch  45 Batch   87/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.225
Epoch  45 Batch   88/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.904, Loss:  0.215
Epoch  45 Batch   89/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.201
Epoch  45 Batch   90/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.191
Epoch  45 Batch   91/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.901, Loss:  0.176
Epoch  45 Batch   92/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.206
Epoch  45 Batch   93/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.197
Epoch  45 Batch   94/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.904, Loss:  0.172
Epoch  45 Batch   95/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.206
Epoch  45 Batch   96/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.198
Epoch  45 Batch   97/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.194
Epoch  45 Batch   98/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.190
Epoch  45 Batch   99/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.198
Epoch  45 Batch  100/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.199
Epoch  45 Batch  101/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.900, Loss:  0.186
Epoch  45 Batch  102/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.166
Epoch  45 Batch  103/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.220
Epoch  45 Batch  104/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.899, Loss:  0.191
Epoch  45 Batch  105/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.180
Epoch  45 Batch  106/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.240
Epoch  45 Batch  107/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.906, Loss:  0.205
Epoch  45 Batch  108/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.906, Loss:  0.170
Epoch  45 Batch  109/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.196
Epoch  45 Batch  110/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.175
Epoch  45 Batch  111/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.192
Epoch  45 Batch  112/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.182
Epoch  45 Batch  113/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.187
Epoch  45 Batch  114/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.179
Epoch  45 Batch  115/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.210
Epoch  45 Batch  116/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.191
Epoch  45 Batch  117/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.206
Epoch  45 Batch  118/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.908, Loss:  0.197
Epoch  45 Batch  119/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.187
Epoch  45 Batch  120/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.203
Epoch  45 Batch  121/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.185
Epoch  45 Batch  122/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.904, Loss:  0.204
Epoch  45 Batch  123/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.904, Loss:  0.163
Epoch  45 Batch  124/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.905, Loss:  0.215
Epoch  45 Batch  125/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.904, Loss:  0.201
Epoch  45 Batch  126/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.158
Epoch  45 Batch  127/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.180
Epoch  45 Batch  128/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.900, Loss:  0.182
Epoch  45 Batch  129/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.194
Epoch  45 Batch  130/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.172
Epoch  45 Batch  131/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.188
Epoch  45 Batch  132/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.200
Epoch  45 Batch  133/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.893, Loss:  0.177
Epoch  45 Batch  134/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.183
Epoch  45 Batch  135/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.187
Epoch  45 Batch  136/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.193
Epoch  45 Batch  137/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.151
Epoch  45 Batch  138/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.902, Loss:  0.178
Epoch  45 Batch  139/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.200
Epoch  45 Batch  140/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.193
Epoch  45 Batch  141/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.172
Epoch  45 Batch  142/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.179
Epoch  45 Batch  143/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.181
Epoch  45 Batch  144/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.899, Loss:  0.220
Epoch  45 Batch  145/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.208
Epoch  45 Batch  146/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.242
Epoch  45 Batch  147/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.204
Epoch  45 Batch  148/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.201
Epoch  45 Batch  149/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.184
Epoch  45 Batch  150/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.904, Loss:  0.177
Epoch  45 Batch  151/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.178
Epoch  45 Batch  152/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.223
Epoch  45 Batch  153/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.218
Epoch  45 Batch  154/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.203
Epoch  45 Batch  155/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.204
Epoch  45 Batch  156/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.177
Epoch  45 Batch  157/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.189
Epoch  45 Batch  158/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.208
Epoch  45 Batch  159/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.910, Loss:  0.171
Epoch  45 Batch  160/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.181
Epoch  45 Batch  161/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.192
Epoch  45 Batch  162/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.208
Epoch  45 Batch  163/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.223
Epoch  45 Batch  164/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.214
Epoch  45 Batch  165/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.183
Epoch  45 Batch  166/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.209
Epoch  45 Batch  167/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.196
Epoch  45 Batch  168/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.917, Loss:  0.228
Epoch  45 Batch  169/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.210
Epoch  45 Batch  170/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.223
Epoch  45 Batch  171/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.909, Loss:  0.168
Epoch  45 Batch  172/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.175
Epoch  45 Batch  173/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.216
Epoch  45 Batch  174/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.914, Loss:  0.183
Epoch  45 Batch  175/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.194
Epoch  45 Batch  176/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.179
Epoch  45 Batch  177/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.215
Epoch  45 Batch  178/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.195
Epoch  45 Batch  179/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.195
Epoch  45 Batch  180/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.192
Epoch  45 Batch  181/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.225
Epoch  45 Batch  182/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.194
Epoch  45 Batch  183/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.902, Loss:  0.200
Epoch  45 Batch  184/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.901, Loss:  0.186
Epoch  45 Batch  185/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.213
Epoch  45 Batch  186/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.196
Epoch  45 Batch  187/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.906, Loss:  0.176
Epoch  45 Batch  188/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.906, Loss:  0.201
Epoch  45 Batch  189/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.192
Epoch  45 Batch  190/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.906, Loss:  0.174
Epoch  45 Batch  191/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.166
Epoch  45 Batch  192/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.177
Epoch  45 Batch  193/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.196
Epoch  45 Batch  194/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.155
Epoch  45 Batch  195/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.172
Epoch  45 Batch  196/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.192
Epoch  45 Batch  197/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.898, Loss:  0.181
Epoch  45 Batch  198/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.167
Epoch  45 Batch  199/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.899, Loss:  0.178
Epoch  45 Batch  200/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.899, Loss:  0.195
Epoch  45 Batch  201/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.899, Loss:  0.193
Epoch  45 Batch  202/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.899, Loss:  0.208
Epoch  45 Batch  203/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.904, Loss:  0.193
Epoch  45 Batch  204/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.900, Loss:  0.228
Epoch  45 Batch  205/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.206
Epoch  45 Batch  206/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.895, Loss:  0.181
Epoch  45 Batch  207/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.895, Loss:  0.202
Epoch  45 Batch  208/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.894, Loss:  0.227
Epoch  45 Batch  209/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.900, Loss:  0.220
Epoch  45 Batch  210/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.900, Loss:  0.198
Epoch  45 Batch  211/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.900, Loss:  0.182
Epoch  45 Batch  212/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.178
Epoch  45 Batch  213/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.900, Loss:  0.168
Epoch  45 Batch  214/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.179
Epoch  45 Batch  215/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.904, Loss:  0.210
Epoch  45 Batch  216/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.207
Epoch  45 Batch  217/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.169
Epoch  45 Batch  218/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.222
Epoch  45 Batch  219/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.898, Loss:  0.173
Epoch  45 Batch  220/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.898, Loss:  0.194
Epoch  45 Batch  221/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.897, Loss:  0.184
Epoch  45 Batch  222/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.897, Loss:  0.190
Epoch  45 Batch  223/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.897, Loss:  0.154
Epoch  45 Batch  224/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.896, Loss:  0.193
Epoch  45 Batch  225/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.898, Loss:  0.192
Epoch  45 Batch  226/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.187
Epoch  45 Batch  227/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.898, Loss:  0.212
Epoch  45 Batch  228/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.898, Loss:  0.176
Epoch  45 Batch  229/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.204
Epoch  45 Batch  230/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.901, Loss:  0.174
Epoch  45 Batch  231/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.901, Loss:  0.210
Epoch  45 Batch  232/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.899, Loss:  0.188
Epoch  45 Batch  233/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.233
Epoch  45 Batch  234/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.900, Loss:  0.227
Epoch  45 Batch  235/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.176
Epoch  45 Batch  236/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.900, Loss:  0.201
Epoch  45 Batch  237/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.162
Epoch  45 Batch  238/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.182
Epoch  45 Batch  239/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.900, Loss:  0.155
Epoch  45 Batch  240/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.901, Loss:  0.187
Epoch  45 Batch  241/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.899, Loss:  0.156
Epoch  45 Batch  242/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.898, Loss:  0.171
Epoch  45 Batch  243/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.206
Epoch  45 Batch  244/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.197
Epoch  45 Batch  245/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.905, Loss:  0.187
Epoch  45 Batch  246/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.184
Epoch  45 Batch  247/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.195
Epoch  45 Batch  248/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.187
Epoch  45 Batch  249/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.200
Epoch  45 Batch  250/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.908, Loss:  0.185
Epoch  45 Batch  251/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.189
Epoch  45 Batch  252/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.184
Epoch  45 Batch  253/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.190
Epoch  45 Batch  254/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.202
Epoch  45 Batch  255/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.191
Epoch  45 Batch  256/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.222
Epoch  45 Batch  257/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.913, Loss:  0.201
Epoch  45 Batch  258/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.191
Epoch  45 Batch  259/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.191
Epoch  45 Batch  260/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.174
Epoch  45 Batch  261/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.193
Epoch  45 Batch  262/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.167
Epoch  45 Batch  263/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.912, Loss:  0.186
Epoch  45 Batch  264/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.205
Epoch  45 Batch  265/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.189
Epoch  45 Batch  266/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.910, Loss:  0.212
Epoch  45 Batch  267/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.183
Epoch  45 Batch  268/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.208
Epoch  45 Batch  269/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.905, Loss:  0.224
Epoch  45 Batch  270/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.905, Loss:  0.194
Epoch  45 Batch  271/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.203
Epoch  45 Batch  272/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.905, Loss:  0.263
Epoch  45 Batch  273/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.181
Epoch  45 Batch  274/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.200
Epoch  45 Batch  275/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.204
Epoch  45 Batch  276/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.231
Epoch  45 Batch  277/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.895, Loss:  0.167
Epoch  45 Batch  278/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.895, Loss:  0.226
Epoch  45 Batch  279/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.895, Loss:  0.228
Epoch  45 Batch  280/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.890, Loss:  0.194
Epoch  45 Batch  281/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.895, Loss:  0.230
Epoch  45 Batch  282/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.895, Loss:  0.237
Epoch  45 Batch  283/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.893, Loss:  0.223
Epoch  45 Batch  284/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.898, Loss:  0.211
Epoch  45 Batch  285/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.902, Loss:  0.201
Epoch  45 Batch  286/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.177
Epoch  45 Batch  287/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.202
Epoch  45 Batch  288/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.206
Epoch  45 Batch  289/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.202
Epoch  45 Batch  290/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.219
Epoch  45 Batch  291/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.211
Epoch  45 Batch  292/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.174
Epoch  45 Batch  293/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.908, Loss:  0.200
Epoch  45 Batch  294/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.180
Epoch  45 Batch  295/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.217
Epoch  45 Batch  296/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.182
Epoch  45 Batch  297/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.905, Loss:  0.221
Epoch  45 Batch  298/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.229
Epoch  45 Batch  299/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.181
Epoch  45 Batch  300/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.903, Loss:  0.188
Epoch  45 Batch  301/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.176
Epoch  45 Batch  302/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.905, Loss:  0.176
Epoch  45 Batch  303/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.208
Epoch  45 Batch  304/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.899, Loss:  0.181
Epoch  45 Batch  305/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.899, Loss:  0.196
Epoch  45 Batch  306/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.899, Loss:  0.188
Epoch  45 Batch  307/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.898, Loss:  0.192
Epoch  45 Batch  308/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.215
Epoch  45 Batch  309/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.897, Loss:  0.183
Epoch  45 Batch  310/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.897, Loss:  0.215
Epoch  45 Batch  311/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.891, Loss:  0.212
Epoch  45 Batch  312/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.892, Loss:  0.209
Epoch  45 Batch  313/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.892, Loss:  0.162
Epoch  45 Batch  314/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.893, Loss:  0.192
Epoch  45 Batch  315/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.895, Loss:  0.185
Epoch  45 Batch  316/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.899, Loss:  0.185
Epoch  45 Batch  317/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.898, Loss:  0.204
Epoch  45 Batch  318/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.897, Loss:  0.183
Epoch  45 Batch  319/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.899, Loss:  0.219
Epoch  45 Batch  320/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.190
Epoch  45 Batch  321/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.901, Loss:  0.184
Epoch  45 Batch  322/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.165
Epoch  45 Batch  323/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.220
Epoch  45 Batch  324/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.897, Loss:  0.200
Epoch  45 Batch  325/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.897, Loss:  0.194
Epoch  45 Batch  326/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.892, Loss:  0.175
Epoch  45 Batch  327/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.889, Loss:  0.201
Epoch  45 Batch  328/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.889, Loss:  0.207
Epoch  45 Batch  329/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.890, Loss:  0.209
Epoch  45 Batch  330/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.895, Loss:  0.192
Epoch  45 Batch  331/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.897, Loss:  0.207
Epoch  45 Batch  332/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.892, Loss:  0.156
Epoch  45 Batch  333/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.890, Loss:  0.172
Epoch  45 Batch  334/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.891, Loss:  0.174
Epoch  45 Batch  335/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.890, Loss:  0.184
Epoch  45 Batch  336/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.886, Loss:  0.210
Epoch  45 Batch  337/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.888, Loss:  0.217
Epoch  45 Batch  338/1077 - Train Accuracy:  0.860, Validation Accuracy:  0.893, Loss:  0.219
Epoch  45 Batch  339/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.893, Loss:  0.173
Epoch  45 Batch  340/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.893, Loss:  0.185
Epoch  45 Batch  341/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.893, Loss:  0.242
Epoch  45 Batch  342/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.893, Loss:  0.171
Epoch  45 Batch  343/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.902, Loss:  0.189
Epoch  45 Batch  344/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.190
Epoch  45 Batch  345/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.199
Epoch  45 Batch  346/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.189
Epoch  45 Batch  347/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.906, Loss:  0.181
Epoch  45 Batch  348/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.174
Epoch  45 Batch  349/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.904, Loss:  0.188
Epoch  45 Batch  350/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.191
Epoch  45 Batch  351/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.183
Epoch  45 Batch  352/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.203
Epoch  45 Batch  353/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.901, Loss:  0.211
Epoch  45 Batch  354/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.222
Epoch  45 Batch  355/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.897, Loss:  0.208
Epoch  45 Batch  356/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.195
Epoch  45 Batch  357/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.198
Epoch  45 Batch  358/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.898, Loss:  0.206
Epoch  45 Batch  359/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.187
Epoch  45 Batch  360/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.898, Loss:  0.201
Epoch  45 Batch  361/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.191
Epoch  45 Batch  362/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.216
Epoch  45 Batch  363/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.904, Loss:  0.232
Epoch  45 Batch  364/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.216
Epoch  45 Batch  365/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.904, Loss:  0.181
Epoch  45 Batch  366/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.899, Loss:  0.185
Epoch  45 Batch  367/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.176
Epoch  45 Batch  368/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.209
Epoch  45 Batch  369/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.175
Epoch  45 Batch  370/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.908, Loss:  0.203
Epoch  45 Batch  371/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.180
Epoch  45 Batch  372/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.179
Epoch  45 Batch  373/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.174
Epoch  45 Batch  374/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.194
Epoch  45 Batch  375/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.187
Epoch  45 Batch  376/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.207
Epoch  45 Batch  377/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.194
Epoch  45 Batch  378/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.169
Epoch  45 Batch  379/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.908, Loss:  0.214
Epoch  45 Batch  380/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.175
Epoch  45 Batch  381/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.211
Epoch  45 Batch  382/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.242
Epoch  45 Batch  383/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.181
Epoch  45 Batch  384/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.189
Epoch  45 Batch  385/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.190
Epoch  45 Batch  386/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.197
Epoch  45 Batch  387/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.184
Epoch  45 Batch  388/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.188
Epoch  45 Batch  389/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.186
Epoch  45 Batch  390/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.910, Loss:  0.208
Epoch  45 Batch  391/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.195
Epoch  45 Batch  392/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.210
Epoch  45 Batch  393/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.190
Epoch  45 Batch  394/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.212
Epoch  45 Batch  395/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.180
Epoch  45 Batch  396/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.200
Epoch  45 Batch  397/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.207
Epoch  45 Batch  398/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.211
Epoch  45 Batch  399/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.914, Loss:  0.204
Epoch  45 Batch  400/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.217
Epoch  45 Batch  401/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.175
Epoch  45 Batch  402/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.182
Epoch  45 Batch  403/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.218
Epoch  45 Batch  404/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.179
Epoch  45 Batch  405/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.218
Epoch  45 Batch  406/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.915, Loss:  0.168
Epoch  45 Batch  407/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.219
Epoch  45 Batch  408/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.189
Epoch  45 Batch  409/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.224
Epoch  45 Batch  410/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.218
Epoch  45 Batch  411/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.191
Epoch  45 Batch  412/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.909, Loss:  0.189
Epoch  45 Batch  413/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.200
Epoch  45 Batch  414/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.193
Epoch  45 Batch  415/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.180
Epoch  45 Batch  416/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.201
Epoch  45 Batch  417/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.227
Epoch  45 Batch  418/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.175
Epoch  45 Batch  419/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.199
Epoch  45 Batch  420/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.177
Epoch  45 Batch  421/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.218
Epoch  45 Batch  422/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.171
Epoch  45 Batch  423/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.200
Epoch  45 Batch  424/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.186
Epoch  45 Batch  425/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.173
Epoch  45 Batch  426/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.217
Epoch  45 Batch  427/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.177
Epoch  45 Batch  428/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.911, Loss:  0.175
Epoch  45 Batch  429/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.185
Epoch  45 Batch  430/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.186
Epoch  45 Batch  431/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.171
Epoch  45 Batch  432/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.202
Epoch  45 Batch  433/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.916, Loss:  0.177
Epoch  45 Batch  434/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.188
Epoch  45 Batch  435/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.912, Loss:  0.198
Epoch  45 Batch  436/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.192
Epoch  45 Batch  437/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.192
Epoch  45 Batch  438/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.193
Epoch  45 Batch  439/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.213
Epoch  45 Batch  440/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.213
Epoch  45 Batch  441/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.175
Epoch  45 Batch  442/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.204
Epoch  45 Batch  443/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.211
Epoch  45 Batch  444/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.173
Epoch  45 Batch  445/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.203
Epoch  45 Batch  446/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.911, Loss:  0.166
Epoch  45 Batch  447/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.181
Epoch  45 Batch  448/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.902, Loss:  0.212
Epoch  45 Batch  449/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.902, Loss:  0.215
Epoch  45 Batch  450/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.196
Epoch  45 Batch  451/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.903, Loss:  0.178
Epoch  45 Batch  452/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.902, Loss:  0.208
Epoch  45 Batch  453/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.901, Loss:  0.184
Epoch  45 Batch  454/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.194
Epoch  45 Batch  455/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.190
Epoch  45 Batch  456/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.189
Epoch  45 Batch  457/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.192
Epoch  45 Batch  458/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.208
Epoch  45 Batch  459/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.904, Loss:  0.182
Epoch  45 Batch  460/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.184
Epoch  45 Batch  461/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.910, Loss:  0.183
Epoch  45 Batch  462/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.202
Epoch  45 Batch  463/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.191
Epoch  45 Batch  464/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.176
Epoch  45 Batch  465/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.215
Epoch  45 Batch  466/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.915, Loss:  0.198
Epoch  45 Batch  467/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.910, Loss:  0.178
Epoch  45 Batch  468/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.206
Epoch  45 Batch  469/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.179
Epoch  45 Batch  470/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.910, Loss:  0.201
Epoch  45 Batch  471/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.910, Loss:  0.177
Epoch  45 Batch  472/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.178
Epoch  45 Batch  473/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.214
Epoch  45 Batch  474/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.193
Epoch  45 Batch  475/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.162
Epoch  45 Batch  476/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.183
Epoch  45 Batch  477/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.186
Epoch  45 Batch  478/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.197
Epoch  45 Batch  479/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.206
Epoch  45 Batch  480/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.184
Epoch  45 Batch  481/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.211
Epoch  45 Batch  482/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.190
Epoch  45 Batch  483/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.214
Epoch  45 Batch  484/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.922, Loss:  0.202
Epoch  45 Batch  485/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.208
Epoch  45 Batch  486/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.183
Epoch  45 Batch  487/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.923, Loss:  0.185
Epoch  45 Batch  488/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.176
Epoch  45 Batch  489/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.185
Epoch  45 Batch  490/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.184
Epoch  45 Batch  491/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.197
Epoch  45 Batch  492/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.194
Epoch  45 Batch  493/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.188
Epoch  45 Batch  494/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.190
Epoch  45 Batch  495/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.197
Epoch  45 Batch  496/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.244
Epoch  45 Batch  497/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.212
Epoch  45 Batch  498/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.202
Epoch  45 Batch  499/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.898, Loss:  0.186
Epoch  45 Batch  500/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.893, Loss:  0.241
Epoch  45 Batch  501/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.893, Loss:  0.209
Epoch  45 Batch  502/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.893, Loss:  0.201
Epoch  45 Batch  503/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.893, Loss:  0.200
Epoch  45 Batch  504/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.893, Loss:  0.215
Epoch  45 Batch  505/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.893, Loss:  0.154
Epoch  45 Batch  506/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.182
Epoch  45 Batch  507/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.892, Loss:  0.177
Epoch  45 Batch  508/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.899, Loss:  0.171
Epoch  45 Batch  509/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.246
Epoch  45 Batch  510/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.188
Epoch  45 Batch  511/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.193
Epoch  45 Batch  512/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.906, Loss:  0.180
Epoch  45 Batch  513/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.224
Epoch  45 Batch  514/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.906, Loss:  0.210
Epoch  45 Batch  515/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.200
Epoch  45 Batch  516/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.179
Epoch  45 Batch  517/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.896, Loss:  0.191
Epoch  45 Batch  518/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.177
Epoch  45 Batch  519/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.897, Loss:  0.226
Epoch  45 Batch  520/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.897, Loss:  0.168
Epoch  45 Batch  521/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.900, Loss:  0.212
Epoch  45 Batch  522/1077 - Train Accuracy:  0.848, Validation Accuracy:  0.901, Loss:  0.219
Epoch  45 Batch  523/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.197
Epoch  45 Batch  524/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.188
Epoch  45 Batch  525/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.900, Loss:  0.200
Epoch  45 Batch  526/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.900, Loss:  0.202
Epoch  45 Batch  527/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.895, Loss:  0.201
Epoch  45 Batch  528/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.895, Loss:  0.181
Epoch  45 Batch  529/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.172
Epoch  45 Batch  530/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.203
Epoch  45 Batch  531/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.901, Loss:  0.195
Epoch  45 Batch  532/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.901, Loss:  0.222
Epoch  45 Batch  533/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.902, Loss:  0.256
Epoch  45 Batch  534/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.191
Epoch  45 Batch  535/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.902, Loss:  0.179
Epoch  45 Batch  536/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.181
Epoch  45 Batch  537/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.188
Epoch  45 Batch  538/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.154
Epoch  45 Batch  539/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.901, Loss:  0.199
Epoch  45 Batch  540/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.901, Loss:  0.163
Epoch  45 Batch  541/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.901, Loss:  0.182
Epoch  45 Batch  542/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.174
Epoch  45 Batch  543/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.204
Epoch  45 Batch  544/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.900, Loss:  0.169
Epoch  45 Batch  545/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.901, Loss:  0.196
Epoch  45 Batch  546/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.206
Epoch  45 Batch  547/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.896, Loss:  0.184
Epoch  45 Batch  548/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.217
Epoch  45 Batch  549/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.897, Loss:  0.207
Epoch  45 Batch  550/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.897, Loss:  0.198
Epoch  45 Batch  551/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.200
Epoch  45 Batch  552/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.896, Loss:  0.204
Epoch  45 Batch  553/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.897, Loss:  0.198
Epoch  45 Batch  554/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.179
Epoch  45 Batch  555/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.898, Loss:  0.202
Epoch  45 Batch  556/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.177
Epoch  45 Batch  557/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.900, Loss:  0.205
Epoch  45 Batch  558/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.897, Loss:  0.202
Epoch  45 Batch  559/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.897, Loss:  0.195
Epoch  45 Batch  560/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.897, Loss:  0.165
Epoch  45 Batch  561/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.899, Loss:  0.190
Epoch  45 Batch  562/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.898, Loss:  0.178
Epoch  45 Batch  563/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.903, Loss:  0.219
Epoch  45 Batch  564/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.903, Loss:  0.202
Epoch  45 Batch  565/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.212
Epoch  45 Batch  566/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.226
Epoch  45 Batch  567/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.898, Loss:  0.211
Epoch  45 Batch  568/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.898, Loss:  0.197
Epoch  45 Batch  569/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.902, Loss:  0.205
Epoch  45 Batch  570/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.898, Loss:  0.222
Epoch  45 Batch  571/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.895, Loss:  0.172
Epoch  45 Batch  572/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.895, Loss:  0.174
Epoch  45 Batch  573/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.214
Epoch  45 Batch  574/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.896, Loss:  0.199
Epoch  45 Batch  575/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.896, Loss:  0.199
Epoch  45 Batch  576/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.904, Loss:  0.178
Epoch  45 Batch  577/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.211
Epoch  45 Batch  578/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.903, Loss:  0.223
Epoch  45 Batch  579/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.173
Epoch  45 Batch  580/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.164
Epoch  45 Batch  581/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.903, Loss:  0.163
Epoch  45 Batch  582/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.906, Loss:  0.184
Epoch  45 Batch  583/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.211
Epoch  45 Batch  584/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.914, Loss:  0.195
Epoch  45 Batch  585/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.155
Epoch  45 Batch  586/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.198
Epoch  45 Batch  587/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.191
Epoch  45 Batch  588/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.175
Epoch  45 Batch  589/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.909, Loss:  0.198
Epoch  45 Batch  590/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.205
Epoch  45 Batch  591/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.190
Epoch  45 Batch  592/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.216
Epoch  45 Batch  593/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.197
Epoch  45 Batch  594/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.196
Epoch  45 Batch  595/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.207
Epoch  45 Batch  596/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.905, Loss:  0.208
Epoch  45 Batch  597/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.201
Epoch  45 Batch  598/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.198
Epoch  45 Batch  599/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.242
Epoch  45 Batch  600/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.184
Epoch  45 Batch  601/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.906, Loss:  0.209
Epoch  45 Batch  602/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.896, Loss:  0.193
Epoch  45 Batch  603/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.896, Loss:  0.182
Epoch  45 Batch  604/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.896, Loss:  0.210
Epoch  45 Batch  605/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.896, Loss:  0.222
Epoch  45 Batch  606/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.896, Loss:  0.182
Epoch  45 Batch  607/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.897, Loss:  0.193
Epoch  45 Batch  608/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.205
Epoch  45 Batch  609/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.194
Epoch  45 Batch  610/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.907, Loss:  0.207
Epoch  45 Batch  611/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.190
Epoch  45 Batch  612/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.166
Epoch  45 Batch  613/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.209
Epoch  45 Batch  614/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.187
Epoch  45 Batch  615/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.177
Epoch  45 Batch  616/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.223
Epoch  45 Batch  617/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.198
Epoch  45 Batch  618/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.204
Epoch  45 Batch  619/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.180
Epoch  45 Batch  620/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.185
Epoch  45 Batch  621/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.193
Epoch  45 Batch  622/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.908, Loss:  0.209
Epoch  45 Batch  623/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.908, Loss:  0.212
Epoch  45 Batch  624/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.189
Epoch  45 Batch  625/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.178
Epoch  45 Batch  626/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.178
Epoch  45 Batch  627/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.200
Epoch  45 Batch  628/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.225
Epoch  45 Batch  629/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.910, Loss:  0.215
Epoch  45 Batch  630/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.209
Epoch  45 Batch  631/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.183
Epoch  45 Batch  632/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.904, Loss:  0.169
Epoch  45 Batch  633/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.194
Epoch  45 Batch  634/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.177
Epoch  45 Batch  635/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.238
Epoch  45 Batch  636/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.202
Epoch  45 Batch  637/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.189
Epoch  45 Batch  638/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.190
Epoch  45 Batch  639/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.210
Epoch  45 Batch  640/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.164
Epoch  45 Batch  641/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.910, Loss:  0.198
Epoch  45 Batch  642/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.186
Epoch  45 Batch  643/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.187
Epoch  45 Batch  644/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.197
Epoch  45 Batch  645/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.186
Epoch  45 Batch  646/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.187
Epoch  45 Batch  647/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.193
Epoch  45 Batch  648/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.183
Epoch  45 Batch  649/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.211
Epoch  45 Batch  650/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.184
Epoch  45 Batch  651/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.185
Epoch  45 Batch  652/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.196
Epoch  45 Batch  653/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.208
Epoch  45 Batch  654/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.179
Epoch  45 Batch  655/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.188
Epoch  45 Batch  656/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.910, Loss:  0.191
Epoch  45 Batch  657/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.188
Epoch  45 Batch  658/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.910, Loss:  0.161
Epoch  45 Batch  659/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.206
Epoch  45 Batch  660/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.195
Epoch  45 Batch  661/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.911, Loss:  0.171
Epoch  45 Batch  662/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.175
Epoch  45 Batch  663/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.174
Epoch  45 Batch  664/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.175
Epoch  45 Batch  665/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.182
Epoch  45 Batch  666/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.199
Epoch  45 Batch  667/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.207
Epoch  45 Batch  668/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.193
Epoch  45 Batch  669/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.902, Loss:  0.178
Epoch  45 Batch  670/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.197
Epoch  45 Batch  671/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.898, Loss:  0.213
Epoch  45 Batch  672/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.897, Loss:  0.191
Epoch  45 Batch  673/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.897, Loss:  0.178
Epoch  45 Batch  674/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.897, Loss:  0.197
Epoch  45 Batch  675/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.212
Epoch  45 Batch  676/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.897, Loss:  0.198
Epoch  45 Batch  677/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.902, Loss:  0.218
Epoch  45 Batch  678/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.173
Epoch  45 Batch  679/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.215
Epoch  45 Batch  680/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.181
Epoch  45 Batch  681/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.191
Epoch  45 Batch  682/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.184
Epoch  45 Batch  683/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.189
Epoch  45 Batch  684/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.184
Epoch  45 Batch  685/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.199
Epoch  45 Batch  686/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.186
Epoch  45 Batch  687/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.214
Epoch  45 Batch  688/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.185
Epoch  45 Batch  689/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.900, Loss:  0.172
Epoch  45 Batch  690/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.188
Epoch  45 Batch  691/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.910, Loss:  0.233
Epoch  45 Batch  692/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.194
Epoch  45 Batch  693/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.222
Epoch  45 Batch  694/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.196
Epoch  45 Batch  695/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.901, Loss:  0.187
Epoch  45 Batch  696/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.905, Loss:  0.205
Epoch  45 Batch  697/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.177
Epoch  45 Batch  698/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.171
Epoch  45 Batch  699/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.170
Epoch  45 Batch  700/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.165
Epoch  45 Batch  701/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.222
Epoch  45 Batch  702/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.221
Epoch  45 Batch  703/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.191
Epoch  45 Batch  704/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.914, Loss:  0.220
Epoch  45 Batch  705/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.190
Epoch  45 Batch  706/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.219
Epoch  45 Batch  707/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.191
Epoch  45 Batch  708/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.912, Loss:  0.208
Epoch  45 Batch  709/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.218
Epoch  45 Batch  710/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.177
Epoch  45 Batch  711/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.245
Epoch  45 Batch  712/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.170
Epoch  45 Batch  713/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.175
Epoch  45 Batch  714/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.196
Epoch  45 Batch  715/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.911, Loss:  0.214
Epoch  45 Batch  716/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.153
Epoch  45 Batch  717/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.911, Loss:  0.165
Epoch  45 Batch  718/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.183
Epoch  45 Batch  719/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.184
Epoch  45 Batch  720/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.911, Loss:  0.195
Epoch  45 Batch  721/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.200
Epoch  45 Batch  722/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.913, Loss:  0.182
Epoch  45 Batch  723/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.195
Epoch  45 Batch  724/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.214
Epoch  45 Batch  725/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.908, Loss:  0.167
Epoch  45 Batch  726/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.196
Epoch  45 Batch  727/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.168
Epoch  45 Batch  728/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.908, Loss:  0.201
Epoch  45 Batch  729/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.205
Epoch  45 Batch  730/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.192
Epoch  45 Batch  731/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.210
Epoch  45 Batch  732/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.191
Epoch  45 Batch  733/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.197
Epoch  45 Batch  734/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.205
Epoch  45 Batch  735/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.182
Epoch  45 Batch  736/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.181
Epoch  45 Batch  737/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.913, Loss:  0.221
Epoch  45 Batch  738/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.179
Epoch  45 Batch  739/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.194
Epoch  45 Batch  740/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.180
Epoch  45 Batch  741/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.200
Epoch  45 Batch  742/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.175
Epoch  45 Batch  743/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.202
Epoch  45 Batch  744/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.175
Epoch  45 Batch  745/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.190
Epoch  45 Batch  746/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.917, Loss:  0.199
Epoch  45 Batch  747/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.173
Epoch  45 Batch  748/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.191
Epoch  45 Batch  749/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.202
Epoch  45 Batch  750/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.191
Epoch  45 Batch  751/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.203
Epoch  45 Batch  752/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.172
Epoch  45 Batch  753/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.907, Loss:  0.194
Epoch  45 Batch  754/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.904, Loss:  0.193
Epoch  45 Batch  755/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.206
Epoch  45 Batch  756/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.172
Epoch  45 Batch  757/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.215
Epoch  45 Batch  758/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.184
Epoch  45 Batch  759/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.164
Epoch  45 Batch  760/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.187
Epoch  45 Batch  761/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.204
Epoch  45 Batch  762/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.908, Loss:  0.182
Epoch  45 Batch  763/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.183
Epoch  45 Batch  764/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.916, Loss:  0.177
Epoch  45 Batch  765/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.194
Epoch  45 Batch  766/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.202
Epoch  45 Batch  767/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.170
Epoch  45 Batch  768/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.175
Epoch  45 Batch  769/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.916, Loss:  0.206
Epoch  45 Batch  770/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.193
Epoch  45 Batch  771/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.208
Epoch  45 Batch  772/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.911, Loss:  0.176
Epoch  45 Batch  773/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.174
Epoch  45 Batch  774/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.193
Epoch  45 Batch  775/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.180
Epoch  45 Batch  776/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.914, Loss:  0.189
Epoch  45 Batch  777/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.914, Loss:  0.192
Epoch  45 Batch  778/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.174
Epoch  45 Batch  779/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.191
Epoch  45 Batch  780/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.914, Loss:  0.213
Epoch  45 Batch  781/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.909, Loss:  0.157
Epoch  45 Batch  782/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.193
Epoch  45 Batch  783/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.194
Epoch  45 Batch  784/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.906, Loss:  0.175
Epoch  45 Batch  785/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.908, Loss:  0.191
Epoch  45 Batch  786/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.177
Epoch  45 Batch  787/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.172
Epoch  45 Batch  788/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.175
Epoch  45 Batch  789/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.200
Epoch  45 Batch  790/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.915, Loss:  0.224
Epoch  45 Batch  791/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.200
Epoch  45 Batch  792/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.196
Epoch  45 Batch  793/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.193
Epoch  45 Batch  794/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.178
Epoch  45 Batch  795/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.204
Epoch  45 Batch  796/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.180
Epoch  45 Batch  797/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.166
Epoch  45 Batch  798/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.191
Epoch  45 Batch  799/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.917, Loss:  0.219
Epoch  45 Batch  800/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.176
Epoch  45 Batch  801/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.207
Epoch  45 Batch  802/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.203
Epoch  45 Batch  803/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.188
Epoch  45 Batch  804/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.178
Epoch  45 Batch  805/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.913, Loss:  0.202
Epoch  45 Batch  806/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.171
Epoch  45 Batch  807/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.911, Loss:  0.163
Epoch  45 Batch  808/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.235
Epoch  45 Batch  809/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.233
Epoch  45 Batch  810/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.905, Loss:  0.188
Epoch  45 Batch  811/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.167
Epoch  45 Batch  812/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.901, Loss:  0.216
Epoch  45 Batch  813/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.195
Epoch  45 Batch  814/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.199
Epoch  45 Batch  815/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.173
Epoch  45 Batch  816/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.188
Epoch  45 Batch  817/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.224
Epoch  45 Batch  818/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.201
Epoch  45 Batch  819/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.185
Epoch  45 Batch  820/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.910, Loss:  0.197
Epoch  45 Batch  821/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.910, Loss:  0.190
Epoch  45 Batch  822/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.204
Epoch  45 Batch  823/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.196
Epoch  45 Batch  824/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.909, Loss:  0.187
Epoch  45 Batch  825/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.910, Loss:  0.177
Epoch  45 Batch  826/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.910, Loss:  0.176
Epoch  45 Batch  827/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.187
Epoch  45 Batch  828/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.182
Epoch  45 Batch  829/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.226
Epoch  45 Batch  830/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.192
Epoch  45 Batch  831/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.905, Loss:  0.207
Epoch  45 Batch  832/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.193
Epoch  45 Batch  833/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.196
Epoch  45 Batch  834/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.216
Epoch  45 Batch  835/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.178
Epoch  45 Batch  836/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.184
Epoch  45 Batch  837/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.905, Loss:  0.230
Epoch  45 Batch  838/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.905, Loss:  0.190
Epoch  45 Batch  839/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.176
Epoch  45 Batch  840/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.167
Epoch  45 Batch  841/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.199
Epoch  45 Batch  842/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.183
Epoch  45 Batch  843/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.182
Epoch  45 Batch  844/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.175
Epoch  45 Batch  845/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.178
Epoch  45 Batch  846/1077 - Train Accuracy:  0.864, Validation Accuracy:  0.914, Loss:  0.198
Epoch  45 Batch  847/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.215
Epoch  45 Batch  848/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.187
Epoch  45 Batch  849/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.177
Epoch  45 Batch  850/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.217
Epoch  45 Batch  851/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.206
Epoch  45 Batch  852/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.910, Loss:  0.210
Epoch  45 Batch  853/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.910, Loss:  0.172
Epoch  45 Batch  854/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.227
Epoch  45 Batch  855/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.197
Epoch  45 Batch  856/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.205
Epoch  45 Batch  857/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.203
Epoch  45 Batch  858/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.174
Epoch  45 Batch  859/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.213
Epoch  45 Batch  860/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.195
Epoch  45 Batch  861/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.909, Loss:  0.180
Epoch  45 Batch  862/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.914, Loss:  0.187
Epoch  45 Batch  863/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.179
Epoch  45 Batch  864/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.190
Epoch  45 Batch  865/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.187
Epoch  45 Batch  866/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.220
Epoch  45 Batch  867/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.910, Loss:  0.250
Epoch  45 Batch  868/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.196
Epoch  45 Batch  869/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.190
Epoch  45 Batch  870/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.192
Epoch  45 Batch  871/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.193
Epoch  45 Batch  872/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.176
Epoch  45 Batch  873/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.181
Epoch  45 Batch  874/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.914, Loss:  0.220
Epoch  45 Batch  875/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.917, Loss:  0.192
Epoch  45 Batch  876/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.182
Epoch  45 Batch  877/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.170
Epoch  45 Batch  878/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.916, Loss:  0.178
Epoch  45 Batch  879/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.170
Epoch  45 Batch  880/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.199
Epoch  45 Batch  881/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.188
Epoch  45 Batch  882/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.198
Epoch  45 Batch  883/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.237
Epoch  45 Batch  884/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.912, Loss:  0.186
Epoch  45 Batch  885/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.161
Epoch  45 Batch  886/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.201
Epoch  45 Batch  887/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.215
Epoch  45 Batch  888/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.179
Epoch  45 Batch  889/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.191
Epoch  45 Batch  890/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.169
Epoch  45 Batch  891/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.191
Epoch  45 Batch  892/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.166
Epoch  45 Batch  893/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.185
Epoch  45 Batch  894/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.184
Epoch  45 Batch  895/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.189
Epoch  45 Batch  896/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.206
Epoch  45 Batch  897/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.184
Epoch  45 Batch  898/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.165
Epoch  45 Batch  899/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.191
Epoch  45 Batch  900/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.202
Epoch  45 Batch  901/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.208
Epoch  45 Batch  902/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.904, Loss:  0.218
Epoch  45 Batch  903/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.189
Epoch  45 Batch  904/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.187
Epoch  45 Batch  905/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.190
Epoch  45 Batch  906/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.189
Epoch  45 Batch  907/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.908, Loss:  0.181
Epoch  45 Batch  908/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.201
Epoch  45 Batch  909/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.184
Epoch  45 Batch  910/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.178
Epoch  45 Batch  911/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.182
Epoch  45 Batch  912/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.192
Epoch  45 Batch  913/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.237
Epoch  45 Batch  914/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.233
Epoch  45 Batch  915/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.916, Loss:  0.192
Epoch  45 Batch  916/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.206
Epoch  45 Batch  917/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.190
Epoch  45 Batch  918/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.188
Epoch  45 Batch  919/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.180
Epoch  45 Batch  920/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.215
Epoch  45 Batch  921/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.207
Epoch  45 Batch  922/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.192
Epoch  45 Batch  923/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.909, Loss:  0.177
Epoch  45 Batch  924/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.225
Epoch  45 Batch  925/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.181
Epoch  45 Batch  926/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.913, Loss:  0.206
Epoch  45 Batch  927/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.202
Epoch  45 Batch  928/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.194
Epoch  45 Batch  929/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.211
Epoch  45 Batch  930/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.190
Epoch  45 Batch  931/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.177
Epoch  45 Batch  932/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.190
Epoch  45 Batch  933/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.214
Epoch  45 Batch  934/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.190
Epoch  45 Batch  935/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.201
Epoch  45 Batch  936/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.195
Epoch  45 Batch  937/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.201
Epoch  45 Batch  938/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.221
Epoch  45 Batch  939/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.223
Epoch  45 Batch  940/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.158
Epoch  45 Batch  941/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.168
Epoch  45 Batch  942/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.180
Epoch  45 Batch  943/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.191
Epoch  45 Batch  944/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.194
Epoch  45 Batch  945/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.913, Loss:  0.172
Epoch  45 Batch  946/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.914, Loss:  0.185
Epoch  45 Batch  947/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.914, Loss:  0.206
Epoch  45 Batch  948/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.176
Epoch  45 Batch  949/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.909, Loss:  0.153
Epoch  45 Batch  950/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.189
Epoch  45 Batch  951/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.905, Loss:  0.194
Epoch  45 Batch  952/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.910, Loss:  0.176
Epoch  45 Batch  953/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.912, Loss:  0.173
Epoch  45 Batch  954/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.210
Epoch  45 Batch  955/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.192
Epoch  45 Batch  956/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.193
Epoch  45 Batch  957/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.182
Epoch  45 Batch  958/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.192
Epoch  45 Batch  959/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.185
Epoch  45 Batch  960/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.196
Epoch  45 Batch  961/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.189
Epoch  45 Batch  962/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.192
Epoch  45 Batch  963/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.205
Epoch  45 Batch  964/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.175
Epoch  45 Batch  965/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.902, Loss:  0.210
Epoch  45 Batch  966/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.903, Loss:  0.151
Epoch  45 Batch  967/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.189
Epoch  45 Batch  968/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.903, Loss:  0.204
Epoch  45 Batch  969/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.903, Loss:  0.236
Epoch  45 Batch  970/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.210
Epoch  45 Batch  971/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.202
Epoch  45 Batch  972/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.191
Epoch  45 Batch  973/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.902, Loss:  0.153
Epoch  45 Batch  974/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.902, Loss:  0.175
Epoch  45 Batch  975/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.903, Loss:  0.181
Epoch  45 Batch  976/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.177
Epoch  45 Batch  977/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.178
Epoch  45 Batch  978/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.203
Epoch  45 Batch  979/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.184
Epoch  45 Batch  980/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.220
Epoch  45 Batch  981/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.203
Epoch  45 Batch  982/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.186
Epoch  45 Batch  983/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.193
Epoch  45 Batch  984/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.907, Loss:  0.202
Epoch  45 Batch  985/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.907, Loss:  0.174
Epoch  45 Batch  986/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.199
Epoch  45 Batch  987/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.909, Loss:  0.190
Epoch  45 Batch  988/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.199
Epoch  45 Batch  989/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.910, Loss:  0.194
Epoch  45 Batch  990/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.209
Epoch  45 Batch  991/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.203
Epoch  45 Batch  992/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.201
Epoch  45 Batch  993/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.167
Epoch  45 Batch  994/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.175
Epoch  45 Batch  995/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.180
Epoch  45 Batch  996/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.176
Epoch  45 Batch  997/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.200
Epoch  45 Batch  998/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.173
Epoch  45 Batch  999/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.199
Epoch  45 Batch 1000/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.184
Epoch  45 Batch 1001/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.164
Epoch  45 Batch 1002/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.170
Epoch  45 Batch 1003/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.187
Epoch  45 Batch 1004/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.204
Epoch  45 Batch 1005/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.188
Epoch  45 Batch 1006/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.171
Epoch  45 Batch 1007/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.913, Loss:  0.181
Epoch  45 Batch 1008/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.219
Epoch  45 Batch 1009/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.912, Loss:  0.174
Epoch  45 Batch 1010/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.917, Loss:  0.172
Epoch  45 Batch 1011/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.192
Epoch  45 Batch 1012/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.172
Epoch  45 Batch 1013/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.173
Epoch  45 Batch 1014/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.177
Epoch  45 Batch 1015/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.227
Epoch  45 Batch 1016/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.198
Epoch  45 Batch 1017/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.195
Epoch  45 Batch 1018/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.191
Epoch  45 Batch 1019/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.216
Epoch  45 Batch 1020/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.915, Loss:  0.180
Epoch  45 Batch 1021/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.908, Loss:  0.185
Epoch  45 Batch 1022/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.179
Epoch  45 Batch 1023/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.903, Loss:  0.153
Epoch  45 Batch 1024/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.218
Epoch  45 Batch 1025/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.909, Loss:  0.200
Epoch  45 Batch 1026/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.196
Epoch  45 Batch 1027/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.192
Epoch  45 Batch 1028/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.200
Epoch  45 Batch 1029/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.910, Loss:  0.193
Epoch  45 Batch 1030/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.186
Epoch  45 Batch 1031/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.229
Epoch  45 Batch 1032/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.220
Epoch  45 Batch 1033/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.216
Epoch  45 Batch 1034/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.194
Epoch  45 Batch 1035/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.165
Epoch  45 Batch 1036/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.201
Epoch  45 Batch 1037/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.916, Loss:  0.202
Epoch  45 Batch 1038/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.194
Epoch  45 Batch 1039/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.193
Epoch  45 Batch 1040/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.188
Epoch  45 Batch 1041/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.211
Epoch  45 Batch 1042/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.912, Loss:  0.203
Epoch  45 Batch 1043/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.215
Epoch  45 Batch 1044/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.201
Epoch  45 Batch 1045/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.206
Epoch  45 Batch 1046/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.174
Epoch  45 Batch 1047/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.912, Loss:  0.174
Epoch  45 Batch 1048/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.182
Epoch  45 Batch 1049/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.218
Epoch  45 Batch 1050/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.184
Epoch  45 Batch 1051/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.215
Epoch  45 Batch 1052/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.177
Epoch  45 Batch 1053/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.915, Loss:  0.195
Epoch  45 Batch 1054/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.186
Epoch  45 Batch 1055/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.914, Loss:  0.181
Epoch  45 Batch 1056/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.173
Epoch  45 Batch 1057/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.202
Epoch  45 Batch 1058/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.197
Epoch  45 Batch 1059/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.915, Loss:  0.201
Epoch  45 Batch 1060/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.150
Epoch  45 Batch 1061/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.915, Loss:  0.199
Epoch  45 Batch 1062/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.174
Epoch  45 Batch 1063/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.916, Loss:  0.172
Epoch  45 Batch 1064/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.178
Epoch  45 Batch 1065/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.183
Epoch  45 Batch 1066/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.160
Epoch  45 Batch 1067/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.206
Epoch  45 Batch 1068/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.174
Epoch  45 Batch 1069/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.156
Epoch  45 Batch 1070/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.191
Epoch  45 Batch 1071/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.190
Epoch  45 Batch 1072/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.198
Epoch  45 Batch 1073/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.199
Epoch  45 Batch 1074/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.231
Epoch  45 Batch 1075/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.210
Epoch  46 Batch    0/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.169
Epoch  46 Batch    1/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.906, Loss:  0.176
Epoch  46 Batch    2/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.911, Loss:  0.209
Epoch  46 Batch    3/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.193
Epoch  46 Batch    4/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.181
Epoch  46 Batch    5/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.204
Epoch  46 Batch    6/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.194
Epoch  46 Batch    7/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.168
Epoch  46 Batch    8/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.901, Loss:  0.185
Epoch  46 Batch    9/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.901, Loss:  0.183
Epoch  46 Batch   10/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.901, Loss:  0.196
Epoch  46 Batch   11/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.897, Loss:  0.197
Epoch  46 Batch   12/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.208
Epoch  46 Batch   13/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.198
Epoch  46 Batch   14/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.901, Loss:  0.165
Epoch  46 Batch   15/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.901, Loss:  0.185
Epoch  46 Batch   16/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.197
Epoch  46 Batch   17/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.199
Epoch  46 Batch   18/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.217
Epoch  46 Batch   19/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.903, Loss:  0.207
Epoch  46 Batch   20/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.177
Epoch  46 Batch   21/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.202
Epoch  46 Batch   22/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.188
Epoch  46 Batch   23/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.179
Epoch  46 Batch   24/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.904, Loss:  0.185
Epoch  46 Batch   25/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.903, Loss:  0.181
Epoch  46 Batch   26/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.903, Loss:  0.209
Epoch  46 Batch   27/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.170
Epoch  46 Batch   28/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.178
Epoch  46 Batch   29/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.179
Epoch  46 Batch   30/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.180
Epoch  46 Batch   31/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.908, Loss:  0.201
Epoch  46 Batch   32/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.174
Epoch  46 Batch   33/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.908, Loss:  0.157
Epoch  46 Batch   34/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.194
Epoch  46 Batch   35/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.903, Loss:  0.173
Epoch  46 Batch   36/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.180
Epoch  46 Batch   37/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.178
Epoch  46 Batch   38/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.207
Epoch  46 Batch   39/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.223
Epoch  46 Batch   40/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.177
Epoch  46 Batch   41/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.175
Epoch  46 Batch   42/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.913, Loss:  0.208
Epoch  46 Batch   43/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.192
Epoch  46 Batch   44/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.899, Loss:  0.194
Epoch  46 Batch   45/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.899, Loss:  0.187
Epoch  46 Batch   46/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.900, Loss:  0.209
Epoch  46 Batch   47/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.200
Epoch  46 Batch   48/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.900, Loss:  0.219
Epoch  46 Batch   49/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.216
Epoch  46 Batch   50/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.908, Loss:  0.174
Epoch  46 Batch   51/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.193
Epoch  46 Batch   52/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.190
Epoch  46 Batch   53/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.203
Epoch  46 Batch   54/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.212
Epoch  46 Batch   55/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.181
Epoch  46 Batch   56/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.166
Epoch  46 Batch   57/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.910, Loss:  0.167
Epoch  46 Batch   58/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.909, Loss:  0.159
Epoch  46 Batch   59/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.190
Epoch  46 Batch   60/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.174
Epoch  46 Batch   61/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.209
Epoch  46 Batch   62/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.908, Loss:  0.190
Epoch  46 Batch   63/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.908, Loss:  0.175
Epoch  46 Batch   64/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.168
Epoch  46 Batch   65/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.187
Epoch  46 Batch   66/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.158
Epoch  46 Batch   67/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.174
Epoch  46 Batch   68/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.191
Epoch  46 Batch   69/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.916, Loss:  0.210
Epoch  46 Batch   70/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.920, Loss:  0.212
Epoch  46 Batch   71/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.171
Epoch  46 Batch   72/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.173
Epoch  46 Batch   73/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.921, Loss:  0.203
Epoch  46 Batch   74/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.921, Loss:  0.167
Epoch  46 Batch   75/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.218
Epoch  46 Batch   76/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.183
Epoch  46 Batch   77/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.919, Loss:  0.206
Epoch  46 Batch   78/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.915, Loss:  0.173
Epoch  46 Batch   79/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.197
Epoch  46 Batch   80/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.174
Epoch  46 Batch   81/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.914, Loss:  0.179
Epoch  46 Batch   82/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.157
Epoch  46 Batch   83/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.193
Epoch  46 Batch   84/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.186
Epoch  46 Batch   85/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.172
Epoch  46 Batch   86/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.179
Epoch  46 Batch   87/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.230
Epoch  46 Batch   88/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.913, Loss:  0.207
Epoch  46 Batch   89/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.186
Epoch  46 Batch   90/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.181
Epoch  46 Batch   91/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.176
Epoch  46 Batch   92/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.179
Epoch  46 Batch   93/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.178
Epoch  46 Batch   94/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.166
Epoch  46 Batch   95/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.200
Epoch  46 Batch   96/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.172
Epoch  46 Batch   97/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.189
Epoch  46 Batch   98/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.185
Epoch  46 Batch   99/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.191
Epoch  46 Batch  100/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.171
Epoch  46 Batch  101/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.195
Epoch  46 Batch  102/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.180
Epoch  46 Batch  103/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.234
Epoch  46 Batch  104/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.185
Epoch  46 Batch  105/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.185
Epoch  46 Batch  106/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.903, Loss:  0.228
Epoch  46 Batch  107/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.194
Epoch  46 Batch  108/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.176
Epoch  46 Batch  109/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.176
Epoch  46 Batch  110/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.154
Epoch  46 Batch  111/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.898, Loss:  0.187
Epoch  46 Batch  112/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.898, Loss:  0.186
Epoch  46 Batch  113/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.893, Loss:  0.204
Epoch  46 Batch  114/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.897, Loss:  0.179
Epoch  46 Batch  115/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.897, Loss:  0.186
Epoch  46 Batch  116/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.907, Loss:  0.209
Epoch  46 Batch  117/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.211
Epoch  46 Batch  118/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.908, Loss:  0.181
Epoch  46 Batch  119/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.193
Epoch  46 Batch  120/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.215
Epoch  46 Batch  121/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.194
Epoch  46 Batch  122/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.192
Epoch  46 Batch  123/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.169
Epoch  46 Batch  124/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.199
Epoch  46 Batch  125/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.192
Epoch  46 Batch  126/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.163
Epoch  46 Batch  127/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.180
Epoch  46 Batch  128/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.170
Epoch  46 Batch  129/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.184
Epoch  46 Batch  130/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.170
Epoch  46 Batch  131/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.174
Epoch  46 Batch  132/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.191
Epoch  46 Batch  133/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.160
Epoch  46 Batch  134/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.183
Epoch  46 Batch  135/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.195
Epoch  46 Batch  136/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.170
Epoch  46 Batch  137/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.167
Epoch  46 Batch  138/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.176
Epoch  46 Batch  139/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.188
Epoch  46 Batch  140/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.180
Epoch  46 Batch  141/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.174
Epoch  46 Batch  142/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.181
Epoch  46 Batch  143/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.203
Epoch  46 Batch  144/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.218
Epoch  46 Batch  145/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.212
Epoch  46 Batch  146/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.203
Epoch  46 Batch  147/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.916, Loss:  0.177
Epoch  46 Batch  148/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.185
Epoch  46 Batch  149/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.192
Epoch  46 Batch  150/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.198
Epoch  46 Batch  151/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.153
Epoch  46 Batch  152/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.211
Epoch  46 Batch  153/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.196
Epoch  46 Batch  154/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.199
Epoch  46 Batch  155/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.185
Epoch  46 Batch  156/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.185
Epoch  46 Batch  157/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.204
Epoch  46 Batch  158/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.190
Epoch  46 Batch  159/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.172
Epoch  46 Batch  160/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.172
Epoch  46 Batch  161/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.192
Epoch  46 Batch  162/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.208
Epoch  46 Batch  163/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.202
Epoch  46 Batch  164/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.202
Epoch  46 Batch  165/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.176
Epoch  46 Batch  166/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.206
Epoch  46 Batch  167/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.205
Epoch  46 Batch  168/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.207
Epoch  46 Batch  169/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.197
Epoch  46 Batch  170/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.909, Loss:  0.209
Epoch  46 Batch  171/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.904, Loss:  0.181
Epoch  46 Batch  172/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.904, Loss:  0.180
Epoch  46 Batch  173/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.195
Epoch  46 Batch  174/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.187
Epoch  46 Batch  175/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.210
Epoch  46 Batch  176/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.906, Loss:  0.178
Epoch  46 Batch  177/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.904, Loss:  0.193
Epoch  46 Batch  178/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.905, Loss:  0.190
Epoch  46 Batch  179/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.191
Epoch  46 Batch  180/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.178
Epoch  46 Batch  181/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.903, Loss:  0.206
Epoch  46 Batch  182/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.204
Epoch  46 Batch  183/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.898, Loss:  0.201
Epoch  46 Batch  184/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.898, Loss:  0.178
Epoch  46 Batch  185/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.898, Loss:  0.196
Epoch  46 Batch  186/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.902, Loss:  0.210
Epoch  46 Batch  187/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.902, Loss:  0.180
Epoch  46 Batch  188/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.905, Loss:  0.199
Epoch  46 Batch  189/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.188
Epoch  46 Batch  190/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.903, Loss:  0.164
Epoch  46 Batch  191/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.168
Epoch  46 Batch  192/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.194
Epoch  46 Batch  193/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.186
Epoch  46 Batch  194/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.162
Epoch  46 Batch  195/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.184
Epoch  46 Batch  196/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.178
Epoch  46 Batch  197/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.913, Loss:  0.185
Epoch  46 Batch  198/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.185
Epoch  46 Batch  199/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.170
Epoch  46 Batch  200/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.184
Epoch  46 Batch  201/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.167
Epoch  46 Batch  202/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.906, Loss:  0.196
Epoch  46 Batch  203/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.195
Epoch  46 Batch  204/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.229
Epoch  46 Batch  205/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.194
Epoch  46 Batch  206/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.901, Loss:  0.181
Epoch  46 Batch  207/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.198
Epoch  46 Batch  208/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.221
Epoch  46 Batch  209/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.903, Loss:  0.146
Epoch  46 Batch  210/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.197
Epoch  46 Batch  211/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.900, Loss:  0.169
Epoch  46 Batch  212/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.900, Loss:  0.162
Epoch  46 Batch  213/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.904, Loss:  0.164
Epoch  46 Batch  214/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.179
Epoch  46 Batch  215/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.904, Loss:  0.202
Epoch  46 Batch  216/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.192
Epoch  46 Batch  217/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.175
Epoch  46 Batch  218/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.207
Epoch  46 Batch  219/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.912, Loss:  0.170
Epoch  46 Batch  220/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.173
Epoch  46 Batch  221/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.183
Epoch  46 Batch  222/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.206
Epoch  46 Batch  223/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.915, Loss:  0.155
Epoch  46 Batch  224/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.202
Epoch  46 Batch  225/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.211
Epoch  46 Batch  226/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.178
Epoch  46 Batch  227/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.911, Loss:  0.215
Epoch  46 Batch  228/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.192
Epoch  46 Batch  229/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.202
Epoch  46 Batch  230/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.173
Epoch  46 Batch  231/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.201
Epoch  46 Batch  232/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.205
Epoch  46 Batch  233/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.211
Epoch  46 Batch  234/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.914, Loss:  0.215
Epoch  46 Batch  235/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.909, Loss:  0.189
Epoch  46 Batch  236/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.184
Epoch  46 Batch  237/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.174
Epoch  46 Batch  238/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.198
Epoch  46 Batch  239/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.910, Loss:  0.162
Epoch  46 Batch  240/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.910, Loss:  0.174
Epoch  46 Batch  241/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.156
Epoch  46 Batch  242/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.905, Loss:  0.179
Epoch  46 Batch  243/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.902, Loss:  0.204
Epoch  46 Batch  244/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.183
Epoch  46 Batch  245/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.163
Epoch  46 Batch  246/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.189
Epoch  46 Batch  247/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.904, Loss:  0.174
Epoch  46 Batch  248/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.184
Epoch  46 Batch  249/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.167
Epoch  46 Batch  250/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.194
Epoch  46 Batch  251/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.909, Loss:  0.175
Epoch  46 Batch  252/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.190
Epoch  46 Batch  253/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.178
Epoch  46 Batch  254/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.196
Epoch  46 Batch  255/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.195
Epoch  46 Batch  256/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.914, Loss:  0.235
Epoch  46 Batch  257/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.914, Loss:  0.179
Epoch  46 Batch  258/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.181
Epoch  46 Batch  259/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.178
Epoch  46 Batch  260/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.168
Epoch  46 Batch  261/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.186
Epoch  46 Batch  262/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.164
Epoch  46 Batch  263/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.921, Loss:  0.167
Epoch  46 Batch  264/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.206
Epoch  46 Batch  265/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.177
Epoch  46 Batch  266/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.921, Loss:  0.198
Epoch  46 Batch  267/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.166
Epoch  46 Batch  268/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.921, Loss:  0.205
Epoch  46 Batch  269/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.227
Epoch  46 Batch  270/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.919, Loss:  0.198
Epoch  46 Batch  271/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.199
Epoch  46 Batch  272/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.921, Loss:  0.252
Epoch  46 Batch  273/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.170
Epoch  46 Batch  274/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.189
Epoch  46 Batch  275/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.187
Epoch  46 Batch  276/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.905, Loss:  0.223
Epoch  46 Batch  277/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.907, Loss:  0.173
Epoch  46 Batch  278/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.217
Epoch  46 Batch  279/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.209
Epoch  46 Batch  280/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.186
Epoch  46 Batch  281/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.211
Epoch  46 Batch  282/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.251
Epoch  46 Batch  283/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.906, Loss:  0.203
Epoch  46 Batch  284/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.221
Epoch  46 Batch  285/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.197
Epoch  46 Batch  286/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.173
Epoch  46 Batch  287/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.191
Epoch  46 Batch  288/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.195
Epoch  46 Batch  289/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.213
Epoch  46 Batch  290/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.913, Loss:  0.208
Epoch  46 Batch  291/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.220
Epoch  46 Batch  292/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.181
Epoch  46 Batch  293/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.194
Epoch  46 Batch  294/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.168
Epoch  46 Batch  295/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.213
Epoch  46 Batch  296/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.185
Epoch  46 Batch  297/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.908, Loss:  0.232
Epoch  46 Batch  298/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.903, Loss:  0.209
Epoch  46 Batch  299/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.172
Epoch  46 Batch  300/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.895, Loss:  0.171
Epoch  46 Batch  301/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.900, Loss:  0.171
Epoch  46 Batch  302/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.901, Loss:  0.191
Epoch  46 Batch  303/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.893, Loss:  0.210
Epoch  46 Batch  304/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.893, Loss:  0.183
Epoch  46 Batch  305/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.895, Loss:  0.186
Epoch  46 Batch  306/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.900, Loss:  0.199
Epoch  46 Batch  307/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.176
Epoch  46 Batch  308/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.218
Epoch  46 Batch  309/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.168
Epoch  46 Batch  310/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.196
Epoch  46 Batch  311/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.175
Epoch  46 Batch  312/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.914, Loss:  0.226
Epoch  46 Batch  313/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.178
Epoch  46 Batch  314/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.910, Loss:  0.199
Epoch  46 Batch  315/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.908, Loss:  0.168
Epoch  46 Batch  316/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.163
Epoch  46 Batch  317/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.907, Loss:  0.210
Epoch  46 Batch  318/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.908, Loss:  0.199
Epoch  46 Batch  319/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.906, Loss:  0.187
Epoch  46 Batch  320/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.199
Epoch  46 Batch  321/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.179
Epoch  46 Batch  322/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.181
Epoch  46 Batch  323/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.194
Epoch  46 Batch  324/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.206
Epoch  46 Batch  325/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.900, Loss:  0.180
Epoch  46 Batch  326/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.895, Loss:  0.161
Epoch  46 Batch  327/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.895, Loss:  0.232
Epoch  46 Batch  328/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.895, Loss:  0.207
Epoch  46 Batch  329/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.902, Loss:  0.197
Epoch  46 Batch  330/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.205
Epoch  46 Batch  331/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.207
Epoch  46 Batch  332/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.906, Loss:  0.164
Epoch  46 Batch  333/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.178
Epoch  46 Batch  334/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.906, Loss:  0.184
Epoch  46 Batch  335/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.179
Epoch  46 Batch  336/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.908, Loss:  0.211
Epoch  46 Batch  337/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.903, Loss:  0.210
Epoch  46 Batch  338/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.906, Loss:  0.222
Epoch  46 Batch  339/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.172
Epoch  46 Batch  340/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.190
Epoch  46 Batch  341/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.243
Epoch  46 Batch  342/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.185
Epoch  46 Batch  343/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.190
Epoch  46 Batch  344/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.186
Epoch  46 Batch  345/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.192
Epoch  46 Batch  346/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.189
Epoch  46 Batch  347/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.163
Epoch  46 Batch  348/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.181
Epoch  46 Batch  349/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.901, Loss:  0.179
Epoch  46 Batch  350/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.192
Epoch  46 Batch  351/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.896, Loss:  0.193
Epoch  46 Batch  352/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.896, Loss:  0.192
Epoch  46 Batch  353/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.900, Loss:  0.219
Epoch  46 Batch  354/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.903, Loss:  0.215
Epoch  46 Batch  355/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.205
Epoch  46 Batch  356/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.202
Epoch  46 Batch  357/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.176
Epoch  46 Batch  358/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.911, Loss:  0.212
Epoch  46 Batch  359/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.190
Epoch  46 Batch  360/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.175
Epoch  46 Batch  361/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.192
Epoch  46 Batch  362/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.202
Epoch  46 Batch  363/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.218
Epoch  46 Batch  364/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.210
Epoch  46 Batch  365/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.155
Epoch  46 Batch  366/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.179
Epoch  46 Batch  367/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.175
Epoch  46 Batch  368/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.913, Loss:  0.200
Epoch  46 Batch  369/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.176
Epoch  46 Batch  370/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.182
Epoch  46 Batch  371/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.173
Epoch  46 Batch  372/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.191
Epoch  46 Batch  373/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.159
Epoch  46 Batch  374/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.197
Epoch  46 Batch  375/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.179
Epoch  46 Batch  376/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.183
Epoch  46 Batch  377/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.193
Epoch  46 Batch  378/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.175
Epoch  46 Batch  379/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.912, Loss:  0.215
Epoch  46 Batch  380/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.178
Epoch  46 Batch  381/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.210
Epoch  46 Batch  382/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.228
Epoch  46 Batch  383/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.173
Epoch  46 Batch  384/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.177
Epoch  46 Batch  385/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.195
Epoch  46 Batch  386/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.182
Epoch  46 Batch  387/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.181
Epoch  46 Batch  388/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.919, Loss:  0.180
Epoch  46 Batch  389/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.188
Epoch  46 Batch  390/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.217
Epoch  46 Batch  391/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.196
Epoch  46 Batch  392/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.194
Epoch  46 Batch  393/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.164
Epoch  46 Batch  394/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.206
Epoch  46 Batch  395/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.911, Loss:  0.159
Epoch  46 Batch  396/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.208
Epoch  46 Batch  397/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.211
Epoch  46 Batch  398/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.189
Epoch  46 Batch  399/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.914, Loss:  0.217
Epoch  46 Batch  400/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.209
Epoch  46 Batch  401/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.184
Epoch  46 Batch  402/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.182
Epoch  46 Batch  403/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.216
Epoch  46 Batch  404/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.176
Epoch  46 Batch  405/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.214
Epoch  46 Batch  406/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.914, Loss:  0.175
Epoch  46 Batch  407/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.209
Epoch  46 Batch  408/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.196
Epoch  46 Batch  409/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.241
Epoch  46 Batch  410/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.201
Epoch  46 Batch  411/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.175
Epoch  46 Batch  412/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.919, Loss:  0.177
Epoch  46 Batch  413/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.184
Epoch  46 Batch  414/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.202
Epoch  46 Batch  415/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.188
Epoch  46 Batch  416/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.189
Epoch  46 Batch  417/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.237
Epoch  46 Batch  418/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.910, Loss:  0.169
Epoch  46 Batch  419/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.915, Loss:  0.208
Epoch  46 Batch  420/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.187
Epoch  46 Batch  421/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.222
Epoch  46 Batch  422/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.168
Epoch  46 Batch  423/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.206
Epoch  46 Batch  424/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.193
Epoch  46 Batch  425/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.171
Epoch  46 Batch  426/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.220
Epoch  46 Batch  427/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.176
Epoch  46 Batch  428/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.913, Loss:  0.181
Epoch  46 Batch  429/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.178
Epoch  46 Batch  430/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.182
Epoch  46 Batch  431/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.182
Epoch  46 Batch  432/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.203
Epoch  46 Batch  433/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.913, Loss:  0.184
Epoch  46 Batch  434/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.200
Epoch  46 Batch  435/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.912, Loss:  0.208
Epoch  46 Batch  436/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.164
Epoch  46 Batch  437/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.177
Epoch  46 Batch  438/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.188
Epoch  46 Batch  439/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.919, Loss:  0.205
Epoch  46 Batch  440/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.919, Loss:  0.201
Epoch  46 Batch  441/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.922, Loss:  0.200
Epoch  46 Batch  442/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.922, Loss:  0.222
Epoch  46 Batch  443/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.194
Epoch  46 Batch  444/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.165
Epoch  46 Batch  445/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.186
Epoch  46 Batch  446/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.173
Epoch  46 Batch  447/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.192
Epoch  46 Batch  448/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.915, Loss:  0.227
Epoch  46 Batch  449/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.201
Epoch  46 Batch  450/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.191
Epoch  46 Batch  451/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.178
Epoch  46 Batch  452/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.199
Epoch  46 Batch  453/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.893, Loss:  0.175
Epoch  46 Batch  454/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.896, Loss:  0.221
Epoch  46 Batch  455/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.896, Loss:  0.200
Epoch  46 Batch  456/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.206
Epoch  46 Batch  457/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.168
Epoch  46 Batch  458/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.198
Epoch  46 Batch  459/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.177
Epoch  46 Batch  460/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.190
Epoch  46 Batch  461/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.184
Epoch  46 Batch  462/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.908, Loss:  0.181
Epoch  46 Batch  463/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.187
Epoch  46 Batch  464/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.193
Epoch  46 Batch  465/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.223
Epoch  46 Batch  466/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.192
Epoch  46 Batch  467/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.908, Loss:  0.183
Epoch  46 Batch  468/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.176
Epoch  46 Batch  469/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.169
Epoch  46 Batch  470/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.189
Epoch  46 Batch  471/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.909, Loss:  0.181
Epoch  46 Batch  472/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.170
Epoch  46 Batch  473/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.213
Epoch  46 Batch  474/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.188
Epoch  46 Batch  475/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.182
Epoch  46 Batch  476/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.197
Epoch  46 Batch  477/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.182
Epoch  46 Batch  478/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.184
Epoch  46 Batch  479/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.210
Epoch  46 Batch  480/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.205
Epoch  46 Batch  481/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.910, Loss:  0.188
Epoch  46 Batch  482/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.197
Epoch  46 Batch  483/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.206
Epoch  46 Batch  484/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.172
Epoch  46 Batch  485/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.201
Epoch  46 Batch  486/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.181
Epoch  46 Batch  487/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.915, Loss:  0.173
Epoch  46 Batch  488/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.192
Epoch  46 Batch  489/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.186
Epoch  46 Batch  490/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.198
Epoch  46 Batch  491/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.200
Epoch  46 Batch  492/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.230
Epoch  46 Batch  493/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.173
Epoch  46 Batch  494/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.160
Epoch  46 Batch  495/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.187
Epoch  46 Batch  496/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.179
Epoch  46 Batch  497/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.195
Epoch  46 Batch  498/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.198
Epoch  46 Batch  499/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.168
Epoch  46 Batch  500/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.167
Epoch  46 Batch  501/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.177
Epoch  46 Batch  502/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.910, Loss:  0.193
Epoch  46 Batch  503/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.171
Epoch  46 Batch  504/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.903, Loss:  0.199
Epoch  46 Batch  505/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.903, Loss:  0.151
Epoch  46 Batch  506/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.902, Loss:  0.195
Epoch  46 Batch  507/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.903, Loss:  0.189
Epoch  46 Batch  508/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.181
Epoch  46 Batch  509/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.904, Loss:  0.200
Epoch  46 Batch  510/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.178
Epoch  46 Batch  511/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.184
Epoch  46 Batch  512/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.907, Loss:  0.182
Epoch  46 Batch  513/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.202
Epoch  46 Batch  514/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.910, Loss:  0.183
Epoch  46 Batch  515/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.195
Epoch  46 Batch  516/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.172
Epoch  46 Batch  517/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.190
Epoch  46 Batch  518/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.181
Epoch  46 Batch  519/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.183
Epoch  46 Batch  520/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.165
Epoch  46 Batch  521/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.919, Loss:  0.209
Epoch  46 Batch  522/1077 - Train Accuracy:  0.852, Validation Accuracy:  0.916, Loss:  0.209
Epoch  46 Batch  523/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.184
Epoch  46 Batch  524/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.204
Epoch  46 Batch  525/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.200
Epoch  46 Batch  526/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.924, Loss:  0.178
Epoch  46 Batch  527/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.196
Epoch  46 Batch  528/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.174
Epoch  46 Batch  529/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.195
Epoch  46 Batch  530/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.931, Loss:  0.192
Epoch  46 Batch  531/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.927, Loss:  0.184
Epoch  46 Batch  532/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.927, Loss:  0.227
Epoch  46 Batch  533/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.258
Epoch  46 Batch  534/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.196
Epoch  46 Batch  535/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.182
Epoch  46 Batch  536/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.166
Epoch  46 Batch  537/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.189
Epoch  46 Batch  538/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.160
Epoch  46 Batch  539/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.909, Loss:  0.215
Epoch  46 Batch  540/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.909, Loss:  0.174
Epoch  46 Batch  541/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.169
Epoch  46 Batch  542/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.181
Epoch  46 Batch  543/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.192
Epoch  46 Batch  544/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.176
Epoch  46 Batch  545/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.202
Epoch  46 Batch  546/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.210
Epoch  46 Batch  547/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.191
Epoch  46 Batch  548/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.219
Epoch  46 Batch  549/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.206
Epoch  46 Batch  550/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.205
Epoch  46 Batch  551/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.200
Epoch  46 Batch  552/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.193
Epoch  46 Batch  553/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.213
Epoch  46 Batch  554/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.184
Epoch  46 Batch  555/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.182
Epoch  46 Batch  556/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.184
Epoch  46 Batch  557/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.181
Epoch  46 Batch  558/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.188
Epoch  46 Batch  559/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.166
Epoch  46 Batch  560/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.170
Epoch  46 Batch  561/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.182
Epoch  46 Batch  562/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.169
Epoch  46 Batch  563/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.913, Loss:  0.226
Epoch  46 Batch  564/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.210
Epoch  46 Batch  565/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.185
Epoch  46 Batch  566/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.249
Epoch  46 Batch  567/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.175
Epoch  46 Batch  568/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.184
Epoch  46 Batch  569/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.214
Epoch  46 Batch  570/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.198
Epoch  46 Batch  571/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.164
Epoch  46 Batch  572/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.170
Epoch  46 Batch  573/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.200
Epoch  46 Batch  574/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.198
Epoch  46 Batch  575/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.909, Loss:  0.201
Epoch  46 Batch  576/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.910, Loss:  0.177
Epoch  46 Batch  577/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.211
Epoch  46 Batch  578/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.217
Epoch  46 Batch  579/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.903, Loss:  0.179
Epoch  46 Batch  580/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.160
Epoch  46 Batch  581/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.902, Loss:  0.168
Epoch  46 Batch  582/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.903, Loss:  0.191
Epoch  46 Batch  583/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.901, Loss:  0.210
Epoch  46 Batch  584/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.184
Epoch  46 Batch  585/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.901, Loss:  0.161
Epoch  46 Batch  586/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.903, Loss:  0.192
Epoch  46 Batch  587/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.190
Epoch  46 Batch  588/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.177
Epoch  46 Batch  589/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.902, Loss:  0.173
Epoch  46 Batch  590/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.902, Loss:  0.188
Epoch  46 Batch  591/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.184
Epoch  46 Batch  592/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.202
Epoch  46 Batch  593/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.200
Epoch  46 Batch  594/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.195
Epoch  46 Batch  595/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.199
Epoch  46 Batch  596/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.194
Epoch  46 Batch  597/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.195
Epoch  46 Batch  598/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.186
Epoch  46 Batch  599/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.910, Loss:  0.243
Epoch  46 Batch  600/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.186
Epoch  46 Batch  601/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.911, Loss:  0.193
Epoch  46 Batch  602/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.207
Epoch  46 Batch  603/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.187
Epoch  46 Batch  604/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.202
Epoch  46 Batch  605/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.230
Epoch  46 Batch  606/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.171
Epoch  46 Batch  607/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.181
Epoch  46 Batch  608/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.196
Epoch  46 Batch  609/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.906, Loss:  0.200
Epoch  46 Batch  610/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.905, Loss:  0.195
Epoch  46 Batch  611/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.184
Epoch  46 Batch  612/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.905, Loss:  0.176
Epoch  46 Batch  613/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.905, Loss:  0.204
Epoch  46 Batch  614/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.905, Loss:  0.171
Epoch  46 Batch  615/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.176
Epoch  46 Batch  616/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.192
Epoch  46 Batch  617/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.199
Epoch  46 Batch  618/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.904, Loss:  0.192
Epoch  46 Batch  619/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.904, Loss:  0.184
Epoch  46 Batch  620/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.176
Epoch  46 Batch  621/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.197
Epoch  46 Batch  622/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.185
Epoch  46 Batch  623/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.912, Loss:  0.217
Epoch  46 Batch  624/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.187
Epoch  46 Batch  625/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.187
Epoch  46 Batch  626/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.190
Epoch  46 Batch  627/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.197
Epoch  46 Batch  628/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.202
Epoch  46 Batch  629/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.201
Epoch  46 Batch  630/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.193
Epoch  46 Batch  631/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.194
Epoch  46 Batch  632/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.177
Epoch  46 Batch  633/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.192
Epoch  46 Batch  634/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.153
Epoch  46 Batch  635/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.906, Loss:  0.214
Epoch  46 Batch  636/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.180
Epoch  46 Batch  637/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.200
Epoch  46 Batch  638/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.906, Loss:  0.186
Epoch  46 Batch  639/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.208
Epoch  46 Batch  640/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.170
Epoch  46 Batch  641/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.198
Epoch  46 Batch  642/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.197
Epoch  46 Batch  643/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.179
Epoch  46 Batch  644/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.184
Epoch  46 Batch  645/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.188
Epoch  46 Batch  646/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.178
Epoch  46 Batch  647/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.198
Epoch  46 Batch  648/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.178
Epoch  46 Batch  649/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.180
Epoch  46 Batch  650/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.177
Epoch  46 Batch  651/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.198
Epoch  46 Batch  652/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.201
Epoch  46 Batch  653/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.218
Epoch  46 Batch  654/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.176
Epoch  46 Batch  655/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.197
Epoch  46 Batch  656/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.171
Epoch  46 Batch  657/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.207
Epoch  46 Batch  658/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.192
Epoch  46 Batch  659/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.188
Epoch  46 Batch  660/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.186
Epoch  46 Batch  661/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.153
Epoch  46 Batch  662/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.168
Epoch  46 Batch  663/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.198
Epoch  46 Batch  664/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.197
Epoch  46 Batch  665/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.199
Epoch  46 Batch  666/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.903, Loss:  0.185
Epoch  46 Batch  667/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.200
Epoch  46 Batch  668/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.903, Loss:  0.178
Epoch  46 Batch  669/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.902, Loss:  0.182
Epoch  46 Batch  670/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.184
Epoch  46 Batch  671/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.905, Loss:  0.212
Epoch  46 Batch  672/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.191
Epoch  46 Batch  673/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.180
Epoch  46 Batch  674/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.908, Loss:  0.188
Epoch  46 Batch  675/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.221
Epoch  46 Batch  676/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.179
Epoch  46 Batch  677/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.909, Loss:  0.203
Epoch  46 Batch  678/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.171
Epoch  46 Batch  679/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.212
Epoch  46 Batch  680/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.179
Epoch  46 Batch  681/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.205
Epoch  46 Batch  682/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.192
Epoch  46 Batch  683/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.187
Epoch  46 Batch  684/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.169
Epoch  46 Batch  685/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.195
Epoch  46 Batch  686/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.203
Epoch  46 Batch  687/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.205
Epoch  46 Batch  688/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.193
Epoch  46 Batch  689/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.904, Loss:  0.183
Epoch  46 Batch  690/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.183
Epoch  46 Batch  691/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.219
Epoch  46 Batch  692/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.907, Loss:  0.170
Epoch  46 Batch  693/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.255
Epoch  46 Batch  694/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.181
Epoch  46 Batch  695/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.183
Epoch  46 Batch  696/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.906, Loss:  0.202
Epoch  46 Batch  697/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.182
Epoch  46 Batch  698/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.182
Epoch  46 Batch  699/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.181
Epoch  46 Batch  700/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.158
Epoch  46 Batch  701/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.210
Epoch  46 Batch  702/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.216
Epoch  46 Batch  703/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.171
Epoch  46 Batch  704/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.216
Epoch  46 Batch  705/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.193
Epoch  46 Batch  706/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.217
Epoch  46 Batch  707/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.186
Epoch  46 Batch  708/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.196
Epoch  46 Batch  709/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.911, Loss:  0.207
Epoch  46 Batch  710/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.910, Loss:  0.161
Epoch  46 Batch  711/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.213
Epoch  46 Batch  712/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.906, Loss:  0.202
Epoch  46 Batch  713/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.904, Loss:  0.169
Epoch  46 Batch  714/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.192
Epoch  46 Batch  715/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.905, Loss:  0.211
Epoch  46 Batch  716/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.167
Epoch  46 Batch  717/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.904, Loss:  0.171
Epoch  46 Batch  718/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.197
Epoch  46 Batch  719/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.907, Loss:  0.203
Epoch  46 Batch  720/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.906, Loss:  0.210
Epoch  46 Batch  721/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.177
Epoch  46 Batch  722/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.907, Loss:  0.186
Epoch  46 Batch  723/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.192
Epoch  46 Batch  724/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.207
Epoch  46 Batch  725/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.161
Epoch  46 Batch  726/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.188
Epoch  46 Batch  727/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.166
Epoch  46 Batch  728/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.910, Loss:  0.208
Epoch  46 Batch  729/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.222
Epoch  46 Batch  730/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.197
Epoch  46 Batch  731/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.210
Epoch  46 Batch  732/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.186
Epoch  46 Batch  733/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.189
Epoch  46 Batch  734/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.191
Epoch  46 Batch  735/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.190
Epoch  46 Batch  736/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.179
Epoch  46 Batch  737/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.211
Epoch  46 Batch  738/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.177
Epoch  46 Batch  739/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.180
Epoch  46 Batch  740/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.182
Epoch  46 Batch  741/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.905, Loss:  0.204
Epoch  46 Batch  742/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.181
Epoch  46 Batch  743/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.904, Loss:  0.195
Epoch  46 Batch  744/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.903, Loss:  0.175
Epoch  46 Batch  745/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.199
Epoch  46 Batch  746/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.912, Loss:  0.176
Epoch  46 Batch  747/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.162
Epoch  46 Batch  748/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.180
Epoch  46 Batch  749/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.190
Epoch  46 Batch  750/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.198
Epoch  46 Batch  751/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.201
Epoch  46 Batch  752/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.173
Epoch  46 Batch  753/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.910, Loss:  0.181
Epoch  46 Batch  754/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.910, Loss:  0.197
Epoch  46 Batch  755/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.188
Epoch  46 Batch  756/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.181
Epoch  46 Batch  757/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.202
Epoch  46 Batch  758/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.902, Loss:  0.174
Epoch  46 Batch  759/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.150
Epoch  46 Batch  760/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.177
Epoch  46 Batch  761/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.211
Epoch  46 Batch  762/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.912, Loss:  0.169
Epoch  46 Batch  763/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.180
Epoch  46 Batch  764/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.174
Epoch  46 Batch  765/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.915, Loss:  0.183
Epoch  46 Batch  766/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.207
Epoch  46 Batch  767/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.915, Loss:  0.189
Epoch  46 Batch  768/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.168
Epoch  46 Batch  769/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.181
Epoch  46 Batch  770/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.191
Epoch  46 Batch  771/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.190
Epoch  46 Batch  772/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.909, Loss:  0.179
Epoch  46 Batch  773/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.910, Loss:  0.174
Epoch  46 Batch  774/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.190
Epoch  46 Batch  775/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.191
Epoch  46 Batch  776/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.166
Epoch  46 Batch  777/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.905, Loss:  0.199
Epoch  46 Batch  778/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.904, Loss:  0.186
Epoch  46 Batch  779/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.224
Epoch  46 Batch  780/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.905, Loss:  0.221
Epoch  46 Batch  781/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.903, Loss:  0.165
Epoch  46 Batch  782/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.900, Loss:  0.186
Epoch  46 Batch  783/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.902, Loss:  0.219
Epoch  46 Batch  784/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.902, Loss:  0.180
Epoch  46 Batch  785/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.902, Loss:  0.183
Epoch  46 Batch  786/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.198
Epoch  46 Batch  787/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.172
Epoch  46 Batch  788/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.171
Epoch  46 Batch  789/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.197
Epoch  46 Batch  790/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.906, Loss:  0.220
Epoch  46 Batch  791/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.189
Epoch  46 Batch  792/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.189
Epoch  46 Batch  793/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.908, Loss:  0.194
Epoch  46 Batch  794/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.172
Epoch  46 Batch  795/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.904, Loss:  0.201
Epoch  46 Batch  796/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.192
Epoch  46 Batch  797/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.906, Loss:  0.178
Epoch  46 Batch  798/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.196
Epoch  46 Batch  799/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.195
Epoch  46 Batch  800/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.904, Loss:  0.176
Epoch  46 Batch  801/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.213
Epoch  46 Batch  802/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.200
Epoch  46 Batch  803/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.196
Epoch  46 Batch  804/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.179
Epoch  46 Batch  805/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.196
Epoch  46 Batch  806/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.175
Epoch  46 Batch  807/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.156
Epoch  46 Batch  808/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.913, Loss:  0.204
Epoch  46 Batch  809/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.215
Epoch  46 Batch  810/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.182
Epoch  46 Batch  811/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.169
Epoch  46 Batch  812/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.197
Epoch  46 Batch  813/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.169
Epoch  46 Batch  814/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.194
Epoch  46 Batch  815/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.179
Epoch  46 Batch  816/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.909, Loss:  0.196
Epoch  46 Batch  817/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.201
Epoch  46 Batch  818/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.192
Epoch  46 Batch  819/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.179
Epoch  46 Batch  820/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.909, Loss:  0.192
Epoch  46 Batch  821/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.177
Epoch  46 Batch  822/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.905, Loss:  0.199
Epoch  46 Batch  823/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.185
Epoch  46 Batch  824/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.177
Epoch  46 Batch  825/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.909, Loss:  0.169
Epoch  46 Batch  826/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.185
Epoch  46 Batch  827/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.194
Epoch  46 Batch  828/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.172
Epoch  46 Batch  829/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.909, Loss:  0.200
Epoch  46 Batch  830/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.211
Epoch  46 Batch  831/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.904, Loss:  0.188
Epoch  46 Batch  832/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.182
Epoch  46 Batch  833/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.203
Epoch  46 Batch  834/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.905, Loss:  0.208
Epoch  46 Batch  835/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.194
Epoch  46 Batch  836/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.186
Epoch  46 Batch  837/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.905, Loss:  0.212
Epoch  46 Batch  838/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.905, Loss:  0.186
Epoch  46 Batch  839/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.165
Epoch  46 Batch  840/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.904, Loss:  0.178
Epoch  46 Batch  841/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.904, Loss:  0.202
Epoch  46 Batch  842/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.170
Epoch  46 Batch  843/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.177
Epoch  46 Batch  844/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.905, Loss:  0.168
Epoch  46 Batch  845/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.168
Epoch  46 Batch  846/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.910, Loss:  0.208
Epoch  46 Batch  847/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.205
Epoch  46 Batch  848/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.909, Loss:  0.192
Epoch  46 Batch  849/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.180
Epoch  46 Batch  850/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.198
Epoch  46 Batch  851/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.198
Epoch  46 Batch  852/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.905, Loss:  0.212
Epoch  46 Batch  853/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.906, Loss:  0.180
Epoch  46 Batch  854/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.203
Epoch  46 Batch  855/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.204
Epoch  46 Batch  856/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.903, Loss:  0.189
Epoch  46 Batch  857/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.179
Epoch  46 Batch  858/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.169
Epoch  46 Batch  859/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.190
Epoch  46 Batch  860/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.182
Epoch  46 Batch  861/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.904, Loss:  0.205
Epoch  46 Batch  862/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.904, Loss:  0.190
Epoch  46 Batch  863/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.160
Epoch  46 Batch  864/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.909, Loss:  0.185
Epoch  46 Batch  865/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.186
Epoch  46 Batch  866/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.203
Epoch  46 Batch  867/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.914, Loss:  0.249
Epoch  46 Batch  868/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.194
Epoch  46 Batch  869/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.190
Epoch  46 Batch  870/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.910, Loss:  0.205
Epoch  46 Batch  871/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.910, Loss:  0.170
Epoch  46 Batch  872/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.181
Epoch  46 Batch  873/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.207
Epoch  46 Batch  874/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.911, Loss:  0.194
Epoch  46 Batch  875/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.189
Epoch  46 Batch  876/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.181
Epoch  46 Batch  877/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.172
Epoch  46 Batch  878/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.181
Epoch  46 Batch  879/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.188
Epoch  46 Batch  880/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.196
Epoch  46 Batch  881/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.208
Epoch  46 Batch  882/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.211
Epoch  46 Batch  883/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.228
Epoch  46 Batch  884/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.912, Loss:  0.172
Epoch  46 Batch  885/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.912, Loss:  0.150
Epoch  46 Batch  886/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.198
Epoch  46 Batch  887/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.215
Epoch  46 Batch  888/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.167
Epoch  46 Batch  889/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.188
Epoch  46 Batch  890/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.179
Epoch  46 Batch  891/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.191
Epoch  46 Batch  892/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.173
Epoch  46 Batch  893/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.192
Epoch  46 Batch  894/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.915, Loss:  0.185
Epoch  46 Batch  895/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.177
Epoch  46 Batch  896/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.204
Epoch  46 Batch  897/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.191
Epoch  46 Batch  898/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.167
Epoch  46 Batch  899/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.188
Epoch  46 Batch  900/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.202
Epoch  46 Batch  901/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.239
Epoch  46 Batch  902/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.920, Loss:  0.205
Epoch  46 Batch  903/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.174
Epoch  46 Batch  904/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.176
Epoch  46 Batch  905/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.177
Epoch  46 Batch  906/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.168
Epoch  46 Batch  907/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.174
Epoch  46 Batch  908/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.196
Epoch  46 Batch  909/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.189
Epoch  46 Batch  910/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.173
Epoch  46 Batch  911/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.191
Epoch  46 Batch  912/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.176
Epoch  46 Batch  913/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.225
Epoch  46 Batch  914/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.198
Epoch  46 Batch  915/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.908, Loss:  0.192
Epoch  46 Batch  916/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.198
Epoch  46 Batch  917/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.184
Epoch  46 Batch  918/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.170
Epoch  46 Batch  919/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.183
Epoch  46 Batch  920/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.199
Epoch  46 Batch  921/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.186
Epoch  46 Batch  922/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.201
Epoch  46 Batch  923/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.908, Loss:  0.183
Epoch  46 Batch  924/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.908, Loss:  0.227
Epoch  46 Batch  925/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.164
Epoch  46 Batch  926/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.908, Loss:  0.198
Epoch  46 Batch  927/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.213
Epoch  46 Batch  928/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.172
Epoch  46 Batch  929/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.908, Loss:  0.196
Epoch  46 Batch  930/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.174
Epoch  46 Batch  931/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.188
Epoch  46 Batch  932/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.173
Epoch  46 Batch  933/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.203
Epoch  46 Batch  934/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.910, Loss:  0.203
Epoch  46 Batch  935/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.910, Loss:  0.207
Epoch  46 Batch  936/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.195
Epoch  46 Batch  937/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.226
Epoch  46 Batch  938/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.214
Epoch  46 Batch  939/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.214
Epoch  46 Batch  940/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.163
Epoch  46 Batch  941/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.186
Epoch  46 Batch  942/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.191
Epoch  46 Batch  943/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.191
Epoch  46 Batch  944/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.176
Epoch  46 Batch  945/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.900, Loss:  0.182
Epoch  46 Batch  946/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.904, Loss:  0.173
Epoch  46 Batch  947/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.904, Loss:  0.204
Epoch  46 Batch  948/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.194
Epoch  46 Batch  949/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.905, Loss:  0.162
Epoch  46 Batch  950/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.171
Epoch  46 Batch  951/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.180
Epoch  46 Batch  952/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.908, Loss:  0.175
Epoch  46 Batch  953/1077 - Train Accuracy:  0.969, Validation Accuracy:  0.908, Loss:  0.179
Epoch  46 Batch  954/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.205
Epoch  46 Batch  955/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.199
Epoch  46 Batch  956/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.201
Epoch  46 Batch  957/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.905, Loss:  0.182
Epoch  46 Batch  958/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.178
Epoch  46 Batch  959/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.194
Epoch  46 Batch  960/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.171
Epoch  46 Batch  961/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.902, Loss:  0.200
Epoch  46 Batch  962/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.189
Epoch  46 Batch  963/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.900, Loss:  0.205
Epoch  46 Batch  964/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.901, Loss:  0.176
Epoch  46 Batch  965/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.900, Loss:  0.202
Epoch  46 Batch  966/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.154
Epoch  46 Batch  967/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.898, Loss:  0.195
Epoch  46 Batch  968/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.895, Loss:  0.231
Epoch  46 Batch  969/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.234
Epoch  46 Batch  970/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.895, Loss:  0.216
Epoch  46 Batch  971/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.895, Loss:  0.183
Epoch  46 Batch  972/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.895, Loss:  0.193
Epoch  46 Batch  973/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.895, Loss:  0.162
Epoch  46 Batch  974/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.893, Loss:  0.174
Epoch  46 Batch  975/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.893, Loss:  0.198
Epoch  46 Batch  976/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.162
Epoch  46 Batch  977/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.904, Loss:  0.163
Epoch  46 Batch  978/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.187
Epoch  46 Batch  979/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.183
Epoch  46 Batch  980/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.203
Epoch  46 Batch  981/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.190
Epoch  46 Batch  982/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.182
Epoch  46 Batch  983/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.226
Epoch  46 Batch  984/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.208
Epoch  46 Batch  985/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.181
Epoch  46 Batch  986/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.193
Epoch  46 Batch  987/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.908, Loss:  0.168
Epoch  46 Batch  988/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.208
Epoch  46 Batch  989/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.211
Epoch  46 Batch  990/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.202
Epoch  46 Batch  991/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.182
Epoch  46 Batch  992/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.908, Loss:  0.184
Epoch  46 Batch  993/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.168
Epoch  46 Batch  994/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.197
Epoch  46 Batch  995/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.181
Epoch  46 Batch  996/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.182
Epoch  46 Batch  997/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.200
Epoch  46 Batch  998/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.905, Loss:  0.176
Epoch  46 Batch  999/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.171
Epoch  46 Batch 1000/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.175
Epoch  46 Batch 1001/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.151
Epoch  46 Batch 1002/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.901, Loss:  0.156
Epoch  46 Batch 1003/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.902, Loss:  0.195
Epoch  46 Batch 1004/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.193
Epoch  46 Batch 1005/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.901, Loss:  0.191
Epoch  46 Batch 1006/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.165
Epoch  46 Batch 1007/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.903, Loss:  0.177
Epoch  46 Batch 1008/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.213
Epoch  46 Batch 1009/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.903, Loss:  0.162
Epoch  46 Batch 1010/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.903, Loss:  0.158
Epoch  46 Batch 1011/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.903, Loss:  0.176
Epoch  46 Batch 1012/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.903, Loss:  0.159
Epoch  46 Batch 1013/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.903, Loss:  0.174
Epoch  46 Batch 1014/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.175
Epoch  46 Batch 1015/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.215
Epoch  46 Batch 1016/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.902, Loss:  0.201
Epoch  46 Batch 1017/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.176
Epoch  46 Batch 1018/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.901, Loss:  0.189
Epoch  46 Batch 1019/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.249
Epoch  46 Batch 1020/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.906, Loss:  0.171
Epoch  46 Batch 1021/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.177
Epoch  46 Batch 1022/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.188
Epoch  46 Batch 1023/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.173
Epoch  46 Batch 1024/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.913, Loss:  0.218
Epoch  46 Batch 1025/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.913, Loss:  0.180
Epoch  46 Batch 1026/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.202
Epoch  46 Batch 1027/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.904, Loss:  0.198
Epoch  46 Batch 1028/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.900, Loss:  0.169
Epoch  46 Batch 1029/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.900, Loss:  0.196
Epoch  46 Batch 1030/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.194
Epoch  46 Batch 1031/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.200
Epoch  46 Batch 1032/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.905, Loss:  0.191
Epoch  46 Batch 1033/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.905, Loss:  0.184
Epoch  46 Batch 1034/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.905, Loss:  0.192
Epoch  46 Batch 1035/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.903, Loss:  0.160
Epoch  46 Batch 1036/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.216
Epoch  46 Batch 1037/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.211
Epoch  46 Batch 1038/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.901, Loss:  0.195
Epoch  46 Batch 1039/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.199
Epoch  46 Batch 1040/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.188
Epoch  46 Batch 1041/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.202
Epoch  46 Batch 1042/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.181
Epoch  46 Batch 1043/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.181
Epoch  46 Batch 1044/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.206
Epoch  46 Batch 1045/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.201
Epoch  46 Batch 1046/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.163
Epoch  46 Batch 1047/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.912, Loss:  0.187
Epoch  46 Batch 1048/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.180
Epoch  46 Batch 1049/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.206
Epoch  46 Batch 1050/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.179
Epoch  46 Batch 1051/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.190
Epoch  46 Batch 1052/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.173
Epoch  46 Batch 1053/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.183
Epoch  46 Batch 1054/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.191
Epoch  46 Batch 1055/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.194
Epoch  46 Batch 1056/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.171
Epoch  46 Batch 1057/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.912, Loss:  0.205
Epoch  46 Batch 1058/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.186
Epoch  46 Batch 1059/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.213
Epoch  46 Batch 1060/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.187
Epoch  46 Batch 1061/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.907, Loss:  0.218
Epoch  46 Batch 1062/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.183
Epoch  46 Batch 1063/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.903, Loss:  0.199
Epoch  46 Batch 1064/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.186
Epoch  46 Batch 1065/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.173
Epoch  46 Batch 1066/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.167
Epoch  46 Batch 1067/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.210
Epoch  46 Batch 1068/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.181
Epoch  46 Batch 1069/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.163
Epoch  46 Batch 1070/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.188
Epoch  46 Batch 1071/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.176
Epoch  46 Batch 1072/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.184
Epoch  46 Batch 1073/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.221
Epoch  46 Batch 1074/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.220
Epoch  46 Batch 1075/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.917, Loss:  0.196
Epoch  47 Batch    0/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.170
Epoch  47 Batch    1/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.160
Epoch  47 Batch    2/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.917, Loss:  0.197
Epoch  47 Batch    3/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.179
Epoch  47 Batch    4/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.191
Epoch  47 Batch    5/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.212
Epoch  47 Batch    6/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.181
Epoch  47 Batch    7/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.177
Epoch  47 Batch    8/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.177
Epoch  47 Batch    9/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.185
Epoch  47 Batch   10/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.187
Epoch  47 Batch   11/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.926, Loss:  0.202
Epoch  47 Batch   12/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.216
Epoch  47 Batch   13/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.915, Loss:  0.197
Epoch  47 Batch   14/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.156
Epoch  47 Batch   15/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.913, Loss:  0.185
Epoch  47 Batch   16/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.173
Epoch  47 Batch   17/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.171
Epoch  47 Batch   18/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.204
Epoch  47 Batch   19/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.191
Epoch  47 Batch   20/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.178
Epoch  47 Batch   21/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.220
Epoch  47 Batch   22/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.199
Epoch  47 Batch   23/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.182
Epoch  47 Batch   24/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.198
Epoch  47 Batch   25/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.908, Loss:  0.173
Epoch  47 Batch   26/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.908, Loss:  0.210
Epoch  47 Batch   27/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.908, Loss:  0.167
Epoch  47 Batch   28/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.907, Loss:  0.181
Epoch  47 Batch   29/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.165
Epoch  47 Batch   30/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.187
Epoch  47 Batch   31/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.187
Epoch  47 Batch   32/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.190
Epoch  47 Batch   33/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.162
Epoch  47 Batch   34/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.184
Epoch  47 Batch   35/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.165
Epoch  47 Batch   36/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.189
Epoch  47 Batch   37/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.168
Epoch  47 Batch   38/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.214
Epoch  47 Batch   39/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.214
Epoch  47 Batch   40/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.182
Epoch  47 Batch   41/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.170
Epoch  47 Batch   42/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.917, Loss:  0.183
Epoch  47 Batch   43/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.167
Epoch  47 Batch   44/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.179
Epoch  47 Batch   45/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.916, Loss:  0.209
Epoch  47 Batch   46/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.191
Epoch  47 Batch   47/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.198
Epoch  47 Batch   48/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.918, Loss:  0.215
Epoch  47 Batch   49/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.202
Epoch  47 Batch   50/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.917, Loss:  0.195
Epoch  47 Batch   51/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.178
Epoch  47 Batch   52/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.203
Epoch  47 Batch   53/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.186
Epoch  47 Batch   54/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.223
Epoch  47 Batch   55/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.195
Epoch  47 Batch   56/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.175
Epoch  47 Batch   57/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.154
Epoch  47 Batch   58/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.171
Epoch  47 Batch   59/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.191
Epoch  47 Batch   60/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.172
Epoch  47 Batch   61/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.198
Epoch  47 Batch   62/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.187
Epoch  47 Batch   63/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.912, Loss:  0.169
Epoch  47 Batch   64/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.175
Epoch  47 Batch   65/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.176
Epoch  47 Batch   66/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.161
Epoch  47 Batch   67/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.175
Epoch  47 Batch   68/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.201
Epoch  47 Batch   69/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.913, Loss:  0.207
Epoch  47 Batch   70/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.921, Loss:  0.200
Epoch  47 Batch   71/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.173
Epoch  47 Batch   72/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.182
Epoch  47 Batch   73/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.198
Epoch  47 Batch   74/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.160
Epoch  47 Batch   75/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.221
Epoch  47 Batch   76/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.180
Epoch  47 Batch   77/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.922, Loss:  0.187
Epoch  47 Batch   78/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.923, Loss:  0.198
Epoch  47 Batch   79/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.181
Epoch  47 Batch   80/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.190
Epoch  47 Batch   81/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.166
Epoch  47 Batch   82/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.157
Epoch  47 Batch   83/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.190
Epoch  47 Batch   84/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.198
Epoch  47 Batch   85/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.172
Epoch  47 Batch   86/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.175
Epoch  47 Batch   87/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.211
Epoch  47 Batch   88/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.908, Loss:  0.216
Epoch  47 Batch   89/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.908, Loss:  0.179
Epoch  47 Batch   90/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.187
Epoch  47 Batch   91/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.171
Epoch  47 Batch   92/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.186
Epoch  47 Batch   93/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.185
Epoch  47 Batch   94/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.168
Epoch  47 Batch   95/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.220
Epoch  47 Batch   96/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.914, Loss:  0.178
Epoch  47 Batch   97/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.913, Loss:  0.182
Epoch  47 Batch   98/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.183
Epoch  47 Batch   99/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.219
Epoch  47 Batch  100/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.177
Epoch  47 Batch  101/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.178
Epoch  47 Batch  102/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.171
Epoch  47 Batch  103/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.208
Epoch  47 Batch  104/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.180
Epoch  47 Batch  105/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.182
Epoch  47 Batch  106/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.216
Epoch  47 Batch  107/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.174
Epoch  47 Batch  108/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.165
Epoch  47 Batch  109/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.171
Epoch  47 Batch  110/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.159
Epoch  47 Batch  111/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.160
Epoch  47 Batch  112/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.173
Epoch  47 Batch  113/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.195
Epoch  47 Batch  114/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.170
Epoch  47 Batch  115/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.204
Epoch  47 Batch  116/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.915, Loss:  0.201
Epoch  47 Batch  117/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.196
Epoch  47 Batch  118/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.917, Loss:  0.205
Epoch  47 Batch  119/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.192
Epoch  47 Batch  120/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.213
Epoch  47 Batch  121/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.179
Epoch  47 Batch  122/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.195
Epoch  47 Batch  123/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.161
Epoch  47 Batch  124/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.911, Loss:  0.211
Epoch  47 Batch  125/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.185
Epoch  47 Batch  126/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.161
Epoch  47 Batch  127/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.184
Epoch  47 Batch  128/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.908, Loss:  0.181
Epoch  47 Batch  129/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.908, Loss:  0.193
Epoch  47 Batch  130/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.163
Epoch  47 Batch  131/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.178
Epoch  47 Batch  132/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.196
Epoch  47 Batch  133/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.179
Epoch  47 Batch  134/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.179
Epoch  47 Batch  135/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.905, Loss:  0.211
Epoch  47 Batch  136/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.905, Loss:  0.174
Epoch  47 Batch  137/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.161
Epoch  47 Batch  138/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.910, Loss:  0.185
Epoch  47 Batch  139/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.198
Epoch  47 Batch  140/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.180
Epoch  47 Batch  141/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.186
Epoch  47 Batch  142/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.177
Epoch  47 Batch  143/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.912, Loss:  0.201
Epoch  47 Batch  144/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.196
Epoch  47 Batch  145/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.214
Epoch  47 Batch  146/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.237
Epoch  47 Batch  147/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.917, Loss:  0.188
Epoch  47 Batch  148/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.179
Epoch  47 Batch  149/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.200
Epoch  47 Batch  150/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.170
Epoch  47 Batch  151/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.152
Epoch  47 Batch  152/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.203
Epoch  47 Batch  153/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.221
Epoch  47 Batch  154/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.189
Epoch  47 Batch  155/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.173
Epoch  47 Batch  156/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.173
Epoch  47 Batch  157/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.199
Epoch  47 Batch  158/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.195
Epoch  47 Batch  159/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.168
Epoch  47 Batch  160/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.179
Epoch  47 Batch  161/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.181
Epoch  47 Batch  162/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.214
Epoch  47 Batch  163/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.223
Epoch  47 Batch  164/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.196
Epoch  47 Batch  165/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.165
Epoch  47 Batch  166/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.203
Epoch  47 Batch  167/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.166
Epoch  47 Batch  168/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.215
Epoch  47 Batch  169/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.190
Epoch  47 Batch  170/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.913, Loss:  0.182
Epoch  47 Batch  171/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.913, Loss:  0.168
Epoch  47 Batch  172/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.180
Epoch  47 Batch  173/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.197
Epoch  47 Batch  174/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.166
Epoch  47 Batch  175/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.183
Epoch  47 Batch  176/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.185
Epoch  47 Batch  177/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.908, Loss:  0.199
Epoch  47 Batch  178/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.176
Epoch  47 Batch  179/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.191
Epoch  47 Batch  180/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.166
Epoch  47 Batch  181/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.211
Epoch  47 Batch  182/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.907, Loss:  0.193
Epoch  47 Batch  183/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.916, Loss:  0.201
Epoch  47 Batch  184/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.914, Loss:  0.167
Epoch  47 Batch  185/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.181
Epoch  47 Batch  186/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.180
Epoch  47 Batch  187/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.168
Epoch  47 Batch  188/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.918, Loss:  0.189
Epoch  47 Batch  189/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.182
Epoch  47 Batch  190/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.180
Epoch  47 Batch  191/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.151
Epoch  47 Batch  192/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.200
Epoch  47 Batch  193/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.188
Epoch  47 Batch  194/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.157
Epoch  47 Batch  195/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.179
Epoch  47 Batch  196/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.185
Epoch  47 Batch  197/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.179
Epoch  47 Batch  198/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.192
Epoch  47 Batch  199/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.180
Epoch  47 Batch  200/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.175
Epoch  47 Batch  201/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.155
Epoch  47 Batch  202/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.194
Epoch  47 Batch  203/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.909, Loss:  0.183
Epoch  47 Batch  204/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.243
Epoch  47 Batch  205/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.190
Epoch  47 Batch  206/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.188
Epoch  47 Batch  207/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.906, Loss:  0.183
Epoch  47 Batch  208/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.223
Epoch  47 Batch  209/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.910, Loss:  0.143
Epoch  47 Batch  210/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.179
Epoch  47 Batch  211/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.913, Loss:  0.172
Epoch  47 Batch  212/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.158
Epoch  47 Batch  213/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.908, Loss:  0.172
Epoch  47 Batch  214/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.176
Epoch  47 Batch  215/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.908, Loss:  0.195
Epoch  47 Batch  216/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.200
Epoch  47 Batch  217/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.162
Epoch  47 Batch  218/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.208
Epoch  47 Batch  219/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.170
Epoch  47 Batch  220/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.173
Epoch  47 Batch  221/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.192
Epoch  47 Batch  222/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.176
Epoch  47 Batch  223/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.912, Loss:  0.168
Epoch  47 Batch  224/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.203
Epoch  47 Batch  225/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.217
Epoch  47 Batch  226/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.186
Epoch  47 Batch  227/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.911, Loss:  0.237
Epoch  47 Batch  228/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.184
Epoch  47 Batch  229/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.185
Epoch  47 Batch  230/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.180
Epoch  47 Batch  231/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.193
Epoch  47 Batch  232/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.181
Epoch  47 Batch  233/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.213
Epoch  47 Batch  234/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.911, Loss:  0.206
Epoch  47 Batch  235/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.187
Epoch  47 Batch  236/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.198
Epoch  47 Batch  237/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.173
Epoch  47 Batch  238/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.192
Epoch  47 Batch  239/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.907, Loss:  0.153
Epoch  47 Batch  240/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.907, Loss:  0.187
Epoch  47 Batch  241/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.182
Epoch  47 Batch  242/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.154
Epoch  47 Batch  243/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.190
Epoch  47 Batch  244/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.198
Epoch  47 Batch  245/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.179
Epoch  47 Batch  246/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.173
Epoch  47 Batch  247/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.912, Loss:  0.176
Epoch  47 Batch  248/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.178
Epoch  47 Batch  249/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.174
Epoch  47 Batch  250/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.913, Loss:  0.192
Epoch  47 Batch  251/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.188
Epoch  47 Batch  252/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.177
Epoch  47 Batch  253/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.912, Loss:  0.190
Epoch  47 Batch  254/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.189
Epoch  47 Batch  255/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.188
Epoch  47 Batch  256/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.220
Epoch  47 Batch  257/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.176
Epoch  47 Batch  258/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.182
Epoch  47 Batch  259/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.168
Epoch  47 Batch  260/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.153
Epoch  47 Batch  261/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.168
Epoch  47 Batch  262/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.171
Epoch  47 Batch  263/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.178
Epoch  47 Batch  264/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.205
Epoch  47 Batch  265/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.176
Epoch  47 Batch  266/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.179
Epoch  47 Batch  267/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.916, Loss:  0.169
Epoch  47 Batch  268/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.183
Epoch  47 Batch  269/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.220
Epoch  47 Batch  270/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.214
Epoch  47 Batch  271/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.172
Epoch  47 Batch  272/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.912, Loss:  0.240
Epoch  47 Batch  273/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.188
Epoch  47 Batch  274/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.190
Epoch  47 Batch  275/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.903, Loss:  0.191
Epoch  47 Batch  276/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.900, Loss:  0.218
Epoch  47 Batch  277/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.904, Loss:  0.170
Epoch  47 Batch  278/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.900, Loss:  0.210
Epoch  47 Batch  279/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.210
Epoch  47 Batch  280/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.900, Loss:  0.182
Epoch  47 Batch  281/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.896, Loss:  0.200
Epoch  47 Batch  282/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.893, Loss:  0.229
Epoch  47 Batch  283/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.896, Loss:  0.200
Epoch  47 Batch  284/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.208
Epoch  47 Batch  285/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.903, Loss:  0.185
Epoch  47 Batch  286/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.179
Epoch  47 Batch  287/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.183
Epoch  47 Batch  288/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.196
Epoch  47 Batch  289/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.189
Epoch  47 Batch  290/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.914, Loss:  0.217
Epoch  47 Batch  291/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.227
Epoch  47 Batch  292/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.182
Epoch  47 Batch  293/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.198
Epoch  47 Batch  294/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.195
Epoch  47 Batch  295/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.204
Epoch  47 Batch  296/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.187
Epoch  47 Batch  297/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.915, Loss:  0.219
Epoch  47 Batch  298/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.199
Epoch  47 Batch  299/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.186
Epoch  47 Batch  300/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.179
Epoch  47 Batch  301/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.174
Epoch  47 Batch  302/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.163
Epoch  47 Batch  303/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.205
Epoch  47 Batch  304/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.182
Epoch  47 Batch  305/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.192
Epoch  47 Batch  306/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.205
Epoch  47 Batch  307/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.172
Epoch  47 Batch  308/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.191
Epoch  47 Batch  309/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.169
Epoch  47 Batch  310/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.195
Epoch  47 Batch  311/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.172
Epoch  47 Batch  312/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.914, Loss:  0.227
Epoch  47 Batch  313/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.164
Epoch  47 Batch  314/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.202
Epoch  47 Batch  315/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.909, Loss:  0.186
Epoch  47 Batch  316/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.170
Epoch  47 Batch  317/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.909, Loss:  0.215
Epoch  47 Batch  318/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.170
Epoch  47 Batch  319/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.908, Loss:  0.194
Epoch  47 Batch  320/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.195
Epoch  47 Batch  321/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.905, Loss:  0.209
Epoch  47 Batch  322/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.905, Loss:  0.169
Epoch  47 Batch  323/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.192
Epoch  47 Batch  324/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.171
Epoch  47 Batch  325/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.184
Epoch  47 Batch  326/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.182
Epoch  47 Batch  327/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.904, Loss:  0.223
Epoch  47 Batch  328/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.215
Epoch  47 Batch  329/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.189
Epoch  47 Batch  330/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.910, Loss:  0.200
Epoch  47 Batch  331/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.192
Epoch  47 Batch  332/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.157
Epoch  47 Batch  333/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.168
Epoch  47 Batch  334/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.179
Epoch  47 Batch  335/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.183
Epoch  47 Batch  336/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.228
Epoch  47 Batch  337/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.219
Epoch  47 Batch  338/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.227
Epoch  47 Batch  339/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.173
Epoch  47 Batch  340/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.177
Epoch  47 Batch  341/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.238
Epoch  47 Batch  342/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.173
Epoch  47 Batch  343/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.193
Epoch  47 Batch  344/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.180
Epoch  47 Batch  345/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.180
Epoch  47 Batch  346/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.200
Epoch  47 Batch  347/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.171
Epoch  47 Batch  348/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.167
Epoch  47 Batch  349/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.197
Epoch  47 Batch  350/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.905, Loss:  0.186
Epoch  47 Batch  351/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.189
Epoch  47 Batch  352/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.185
Epoch  47 Batch  353/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.901, Loss:  0.201
Epoch  47 Batch  354/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.901, Loss:  0.209
Epoch  47 Batch  355/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.200
Epoch  47 Batch  356/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.188
Epoch  47 Batch  357/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.204
Epoch  47 Batch  358/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.914, Loss:  0.206
Epoch  47 Batch  359/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.197
Epoch  47 Batch  360/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.902, Loss:  0.186
Epoch  47 Batch  361/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.200
Epoch  47 Batch  362/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.211
Epoch  47 Batch  363/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.202
Epoch  47 Batch  364/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.908, Loss:  0.216
Epoch  47 Batch  365/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.907, Loss:  0.155
Epoch  47 Batch  366/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.179
Epoch  47 Batch  367/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.163
Epoch  47 Batch  368/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.909, Loss:  0.201
Epoch  47 Batch  369/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.176
Epoch  47 Batch  370/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.195
Epoch  47 Batch  371/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.189
Epoch  47 Batch  372/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.167
Epoch  47 Batch  373/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.157
Epoch  47 Batch  374/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.914, Loss:  0.217
Epoch  47 Batch  375/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.189
Epoch  47 Batch  376/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.181
Epoch  47 Batch  377/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.182
Epoch  47 Batch  378/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.157
Epoch  47 Batch  379/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.210
Epoch  47 Batch  380/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.180
Epoch  47 Batch  381/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.206
Epoch  47 Batch  382/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.224
Epoch  47 Batch  383/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.180
Epoch  47 Batch  384/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.196
Epoch  47 Batch  385/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.918, Loss:  0.177
Epoch  47 Batch  386/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.917, Loss:  0.189
Epoch  47 Batch  387/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.170
Epoch  47 Batch  388/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.177
Epoch  47 Batch  389/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.187
Epoch  47 Batch  390/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.920, Loss:  0.215
Epoch  47 Batch  391/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.181
Epoch  47 Batch  392/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.222
Epoch  47 Batch  393/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.177
Epoch  47 Batch  394/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.927, Loss:  0.195
Epoch  47 Batch  395/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.158
Epoch  47 Batch  396/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.914, Loss:  0.214
Epoch  47 Batch  397/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.198
Epoch  47 Batch  398/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.182
Epoch  47 Batch  399/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.917, Loss:  0.212
Epoch  47 Batch  400/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.211
Epoch  47 Batch  401/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.180
Epoch  47 Batch  402/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.158
Epoch  47 Batch  403/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.908, Loss:  0.227
Epoch  47 Batch  404/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.171
Epoch  47 Batch  405/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.200
Epoch  47 Batch  406/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.915, Loss:  0.167
Epoch  47 Batch  407/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.210
Epoch  47 Batch  408/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.203
Epoch  47 Batch  409/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.199
Epoch  47 Batch  410/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.921, Loss:  0.219
Epoch  47 Batch  411/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.191
Epoch  47 Batch  412/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.914, Loss:  0.169
Epoch  47 Batch  413/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.199
Epoch  47 Batch  414/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.913, Loss:  0.189
Epoch  47 Batch  415/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.198
Epoch  47 Batch  416/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.181
Epoch  47 Batch  417/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.213
Epoch  47 Batch  418/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.169
Epoch  47 Batch  419/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.181
Epoch  47 Batch  420/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.164
Epoch  47 Batch  421/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.215
Epoch  47 Batch  422/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.169
Epoch  47 Batch  423/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.185
Epoch  47 Batch  424/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.179
Epoch  47 Batch  425/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.172
Epoch  47 Batch  426/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.209
Epoch  47 Batch  427/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.191
Epoch  47 Batch  428/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.907, Loss:  0.173
Epoch  47 Batch  429/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.178
Epoch  47 Batch  430/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.174
Epoch  47 Batch  431/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.164
Epoch  47 Batch  432/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.195
Epoch  47 Batch  433/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.907, Loss:  0.193
Epoch  47 Batch  434/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.200
Epoch  47 Batch  435/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.197
Epoch  47 Batch  436/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.175
Epoch  47 Batch  437/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.188
Epoch  47 Batch  438/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.174
Epoch  47 Batch  439/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.199
Epoch  47 Batch  440/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.210
Epoch  47 Batch  441/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.196
Epoch  47 Batch  442/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.171
Epoch  47 Batch  443/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.904, Loss:  0.190
Epoch  47 Batch  444/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.177
Epoch  47 Batch  445/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.900, Loss:  0.181
Epoch  47 Batch  446/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.900, Loss:  0.160
Epoch  47 Batch  447/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.901, Loss:  0.191
Epoch  47 Batch  448/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.900, Loss:  0.198
Epoch  47 Batch  449/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.194
Epoch  47 Batch  450/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.189
Epoch  47 Batch  451/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.177
Epoch  47 Batch  452/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.198
Epoch  47 Batch  453/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.180
Epoch  47 Batch  454/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.187
Epoch  47 Batch  455/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.906, Loss:  0.193
Epoch  47 Batch  456/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.906, Loss:  0.192
Epoch  47 Batch  457/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.167
Epoch  47 Batch  458/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.205
Epoch  47 Batch  459/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.188
Epoch  47 Batch  460/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.198
Epoch  47 Batch  461/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.176
Epoch  47 Batch  462/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.911, Loss:  0.187
Epoch  47 Batch  463/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.184
Epoch  47 Batch  464/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.906, Loss:  0.191
Epoch  47 Batch  465/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.205
Epoch  47 Batch  466/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.194
Epoch  47 Batch  467/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.199
Epoch  47 Batch  468/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.187
Epoch  47 Batch  469/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.167
Epoch  47 Batch  470/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.906, Loss:  0.179
Epoch  47 Batch  471/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.905, Loss:  0.172
Epoch  47 Batch  472/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.197
Epoch  47 Batch  473/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.186
Epoch  47 Batch  474/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.191
Epoch  47 Batch  475/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.172
Epoch  47 Batch  476/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.902, Loss:  0.182
Epoch  47 Batch  477/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.190
Epoch  47 Batch  478/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.180
Epoch  47 Batch  479/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.203
Epoch  47 Batch  480/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.186
Epoch  47 Batch  481/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.207
Epoch  47 Batch  482/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.191
Epoch  47 Batch  483/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.205
Epoch  47 Batch  484/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.178
Epoch  47 Batch  485/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.202
Epoch  47 Batch  486/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.901, Loss:  0.177
Epoch  47 Batch  487/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.902, Loss:  0.168
Epoch  47 Batch  488/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.902, Loss:  0.181
Epoch  47 Batch  489/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.188
Epoch  47 Batch  490/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.179
Epoch  47 Batch  491/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.911, Loss:  0.202
Epoch  47 Batch  492/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.212
Epoch  47 Batch  493/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.191
Epoch  47 Batch  494/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.169
Epoch  47 Batch  495/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.908, Loss:  0.183
Epoch  47 Batch  496/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.194
Epoch  47 Batch  497/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.202
Epoch  47 Batch  498/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.195
Epoch  47 Batch  499/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.172
Epoch  47 Batch  500/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.167
Epoch  47 Batch  501/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.904, Loss:  0.174
Epoch  47 Batch  502/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.899, Loss:  0.179
Epoch  47 Batch  503/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.900, Loss:  0.172
Epoch  47 Batch  504/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.175
Epoch  47 Batch  505/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.137
Epoch  47 Batch  506/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.174
Epoch  47 Batch  507/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.904, Loss:  0.184
Epoch  47 Batch  508/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.170
Epoch  47 Batch  509/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.909, Loss:  0.213
Epoch  47 Batch  510/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.174
Epoch  47 Batch  511/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.197
Epoch  47 Batch  512/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.906, Loss:  0.170
Epoch  47 Batch  513/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.902, Loss:  0.203
Epoch  47 Batch  514/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.202
Epoch  47 Batch  515/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.902, Loss:  0.177
Epoch  47 Batch  516/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.901, Loss:  0.170
Epoch  47 Batch  517/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.901, Loss:  0.196
Epoch  47 Batch  518/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.901, Loss:  0.191
Epoch  47 Batch  519/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.902, Loss:  0.186
Epoch  47 Batch  520/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.902, Loss:  0.171
Epoch  47 Batch  521/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.903, Loss:  0.166
Epoch  47 Batch  522/1077 - Train Accuracy:  0.859, Validation Accuracy:  0.908, Loss:  0.197
Epoch  47 Batch  523/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.174
Epoch  47 Batch  524/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.188
Epoch  47 Batch  525/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.182
Epoch  47 Batch  526/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.910, Loss:  0.172
Epoch  47 Batch  527/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.185
Epoch  47 Batch  528/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.170
Epoch  47 Batch  529/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.155
Epoch  47 Batch  530/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.203
Epoch  47 Batch  531/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.184
Epoch  47 Batch  532/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.909, Loss:  0.210
Epoch  47 Batch  533/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.214
Epoch  47 Batch  534/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.181
Epoch  47 Batch  535/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.175
Epoch  47 Batch  536/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.175
Epoch  47 Batch  537/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.178
Epoch  47 Batch  538/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.905, Loss:  0.159
Epoch  47 Batch  539/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.905, Loss:  0.203
Epoch  47 Batch  540/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.908, Loss:  0.158
Epoch  47 Batch  541/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.179
Epoch  47 Batch  542/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.174
Epoch  47 Batch  543/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.180
Epoch  47 Batch  544/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.158
Epoch  47 Batch  545/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.192
Epoch  47 Batch  546/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.221
Epoch  47 Batch  547/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.176
Epoch  47 Batch  548/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.188
Epoch  47 Batch  549/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.220
Epoch  47 Batch  550/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.912, Loss:  0.189
Epoch  47 Batch  551/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.204
Epoch  47 Batch  552/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.187
Epoch  47 Batch  553/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.226
Epoch  47 Batch  554/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.170
Epoch  47 Batch  555/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.177
Epoch  47 Batch  556/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.175
Epoch  47 Batch  557/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.188
Epoch  47 Batch  558/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.910, Loss:  0.197
Epoch  47 Batch  559/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.180
Epoch  47 Batch  560/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.177
Epoch  47 Batch  561/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.170
Epoch  47 Batch  562/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.910, Loss:  0.171
Epoch  47 Batch  563/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.911, Loss:  0.221
Epoch  47 Batch  564/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.207
Epoch  47 Batch  565/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.205
Epoch  47 Batch  566/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.909, Loss:  0.222
Epoch  47 Batch  567/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.201
Epoch  47 Batch  568/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.187
Epoch  47 Batch  569/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.195
Epoch  47 Batch  570/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.209
Epoch  47 Batch  571/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.175
Epoch  47 Batch  572/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.179
Epoch  47 Batch  573/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.908, Loss:  0.219
Epoch  47 Batch  574/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.195
Epoch  47 Batch  575/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.202
Epoch  47 Batch  576/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.181
Epoch  47 Batch  577/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.197
Epoch  47 Batch  578/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.217
Epoch  47 Batch  579/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.907, Loss:  0.168
Epoch  47 Batch  580/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.168
Epoch  47 Batch  581/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.902, Loss:  0.167
Epoch  47 Batch  582/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.901, Loss:  0.182
Epoch  47 Batch  583/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.898, Loss:  0.209
Epoch  47 Batch  584/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.193
Epoch  47 Batch  585/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.901, Loss:  0.157
Epoch  47 Batch  586/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.896, Loss:  0.188
Epoch  47 Batch  587/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.178
Epoch  47 Batch  588/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.901, Loss:  0.169
Epoch  47 Batch  589/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.900, Loss:  0.185
Epoch  47 Batch  590/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.202
Epoch  47 Batch  591/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.174
Epoch  47 Batch  592/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.212
Epoch  47 Batch  593/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.211
Epoch  47 Batch  594/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.186
Epoch  47 Batch  595/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.198
Epoch  47 Batch  596/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.912, Loss:  0.202
Epoch  47 Batch  597/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.190
Epoch  47 Batch  598/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.175
Epoch  47 Batch  599/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.251
Epoch  47 Batch  600/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.178
Epoch  47 Batch  601/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.906, Loss:  0.185
Epoch  47 Batch  602/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.906, Loss:  0.207
Epoch  47 Batch  603/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.202
Epoch  47 Batch  604/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.192
Epoch  47 Batch  605/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.224
Epoch  47 Batch  606/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.905, Loss:  0.167
Epoch  47 Batch  607/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.900, Loss:  0.191
Epoch  47 Batch  608/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.901, Loss:  0.195
Epoch  47 Batch  609/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.904, Loss:  0.213
Epoch  47 Batch  610/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.907, Loss:  0.193
Epoch  47 Batch  611/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.193
Epoch  47 Batch  612/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.169
Epoch  47 Batch  613/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.227
Epoch  47 Batch  614/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.904, Loss:  0.186
Epoch  47 Batch  615/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.181
Epoch  47 Batch  616/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.205
Epoch  47 Batch  617/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.179
Epoch  47 Batch  618/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.905, Loss:  0.192
Epoch  47 Batch  619/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.906, Loss:  0.172
Epoch  47 Batch  620/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.181
Epoch  47 Batch  621/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.906, Loss:  0.198
Epoch  47 Batch  622/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.202
Epoch  47 Batch  623/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.910, Loss:  0.200
Epoch  47 Batch  624/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.185
Epoch  47 Batch  625/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.188
Epoch  47 Batch  626/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.175
Epoch  47 Batch  627/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.188
Epoch  47 Batch  628/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.178
Epoch  47 Batch  629/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.913, Loss:  0.207
Epoch  47 Batch  630/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.184
Epoch  47 Batch  631/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.181
Epoch  47 Batch  632/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.183
Epoch  47 Batch  633/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.182
Epoch  47 Batch  634/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.171
Epoch  47 Batch  635/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.907, Loss:  0.241
Epoch  47 Batch  636/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.192
Epoch  47 Batch  637/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.194
Epoch  47 Batch  638/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.187
Epoch  47 Batch  639/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.215
Epoch  47 Batch  640/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.162
Epoch  47 Batch  641/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.178
Epoch  47 Batch  642/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.186
Epoch  47 Batch  643/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.162
Epoch  47 Batch  644/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.184
Epoch  47 Batch  645/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.168
Epoch  47 Batch  646/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.178
Epoch  47 Batch  647/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.193
Epoch  47 Batch  648/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.177
Epoch  47 Batch  649/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.188
Epoch  47 Batch  650/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.185
Epoch  47 Batch  651/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.186
Epoch  47 Batch  652/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.195
Epoch  47 Batch  653/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.212
Epoch  47 Batch  654/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.911, Loss:  0.171
Epoch  47 Batch  655/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.215
Epoch  47 Batch  656/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.183
Epoch  47 Batch  657/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.906, Loss:  0.210
Epoch  47 Batch  658/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.176
Epoch  47 Batch  659/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.901, Loss:  0.185
Epoch  47 Batch  660/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.901, Loss:  0.199
Epoch  47 Batch  661/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.180
Epoch  47 Batch  662/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.903, Loss:  0.175
Epoch  47 Batch  663/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.162
Epoch  47 Batch  664/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.904, Loss:  0.185
Epoch  47 Batch  665/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.195
Epoch  47 Batch  666/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.913, Loss:  0.194
Epoch  47 Batch  667/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.204
Epoch  47 Batch  668/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.187
Epoch  47 Batch  669/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.177
Epoch  47 Batch  670/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.184
Epoch  47 Batch  671/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.205
Epoch  47 Batch  672/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.172
Epoch  47 Batch  673/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.187
Epoch  47 Batch  674/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.917, Loss:  0.175
Epoch  47 Batch  675/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.197
Epoch  47 Batch  676/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.175
Epoch  47 Batch  677/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.916, Loss:  0.210
Epoch  47 Batch  678/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.163
Epoch  47 Batch  679/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.177
Epoch  47 Batch  680/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.173
Epoch  47 Batch  681/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.180
Epoch  47 Batch  682/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.189
Epoch  47 Batch  683/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.174
Epoch  47 Batch  684/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.178
Epoch  47 Batch  685/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.202
Epoch  47 Batch  686/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.182
Epoch  47 Batch  687/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.206
Epoch  47 Batch  688/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.186
Epoch  47 Batch  689/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.915, Loss:  0.184
Epoch  47 Batch  690/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.184
Epoch  47 Batch  691/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.911, Loss:  0.204
Epoch  47 Batch  692/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.175
Epoch  47 Batch  693/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.916, Loss:  0.227
Epoch  47 Batch  694/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.190
Epoch  47 Batch  695/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.160
Epoch  47 Batch  696/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.912, Loss:  0.223
Epoch  47 Batch  697/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.182
Epoch  47 Batch  698/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.173
Epoch  47 Batch  699/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.172
Epoch  47 Batch  700/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.910, Loss:  0.162
Epoch  47 Batch  701/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.193
Epoch  47 Batch  702/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.910, Loss:  0.241
Epoch  47 Batch  703/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.176
Epoch  47 Batch  704/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.909, Loss:  0.212
Epoch  47 Batch  705/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.205
Epoch  47 Batch  706/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.905, Loss:  0.219
Epoch  47 Batch  707/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.174
Epoch  47 Batch  708/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.183
Epoch  47 Batch  709/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.912, Loss:  0.208
Epoch  47 Batch  710/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.165
Epoch  47 Batch  711/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.217
Epoch  47 Batch  712/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.912, Loss:  0.189
Epoch  47 Batch  713/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.171
Epoch  47 Batch  714/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.180
Epoch  47 Batch  715/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.202
Epoch  47 Batch  716/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.921, Loss:  0.158
Epoch  47 Batch  717/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.169
Epoch  47 Batch  718/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.200
Epoch  47 Batch  719/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.923, Loss:  0.177
Epoch  47 Batch  720/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.923, Loss:  0.199
Epoch  47 Batch  721/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.194
Epoch  47 Batch  722/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.176
Epoch  47 Batch  723/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.185
Epoch  47 Batch  724/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.203
Epoch  47 Batch  725/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.170
Epoch  47 Batch  726/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.179
Epoch  47 Batch  727/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.166
Epoch  47 Batch  728/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.922, Loss:  0.209
Epoch  47 Batch  729/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.216
Epoch  47 Batch  730/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.194
Epoch  47 Batch  731/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.920, Loss:  0.185
Epoch  47 Batch  732/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.207
Epoch  47 Batch  733/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.192
Epoch  47 Batch  734/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.174
Epoch  47 Batch  735/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.171
Epoch  47 Batch  736/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.181
Epoch  47 Batch  737/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.210
Epoch  47 Batch  738/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.159
Epoch  47 Batch  739/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.173
Epoch  47 Batch  740/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.156
Epoch  47 Batch  741/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.204
Epoch  47 Batch  742/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.169
Epoch  47 Batch  743/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.922, Loss:  0.193
Epoch  47 Batch  744/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.171
Epoch  47 Batch  745/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.187
Epoch  47 Batch  746/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.925, Loss:  0.176
Epoch  47 Batch  747/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.155
Epoch  47 Batch  748/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.175
Epoch  47 Batch  749/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.194
Epoch  47 Batch  750/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.196
Epoch  47 Batch  751/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.183
Epoch  47 Batch  752/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.168
Epoch  47 Batch  753/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.189
Epoch  47 Batch  754/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.202
Epoch  47 Batch  755/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.200
Epoch  47 Batch  756/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.179
Epoch  47 Batch  757/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.234
Epoch  47 Batch  758/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.166
Epoch  47 Batch  759/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.163
Epoch  47 Batch  760/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.192
Epoch  47 Batch  761/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.195
Epoch  47 Batch  762/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.915, Loss:  0.164
Epoch  47 Batch  763/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.169
Epoch  47 Batch  764/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.195
Epoch  47 Batch  765/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.180
Epoch  47 Batch  766/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.198
Epoch  47 Batch  767/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.187
Epoch  47 Batch  768/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.185
Epoch  47 Batch  769/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.176
Epoch  47 Batch  770/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.918, Loss:  0.182
Epoch  47 Batch  771/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.192
Epoch  47 Batch  772/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.174
Epoch  47 Batch  773/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.920, Loss:  0.172
Epoch  47 Batch  774/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.199
Epoch  47 Batch  775/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.183
Epoch  47 Batch  776/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.179
Epoch  47 Batch  777/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.227
Epoch  47 Batch  778/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.166
Epoch  47 Batch  779/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.191
Epoch  47 Batch  780/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.916, Loss:  0.231
Epoch  47 Batch  781/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.915, Loss:  0.156
Epoch  47 Batch  782/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.191
Epoch  47 Batch  783/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.207
Epoch  47 Batch  784/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.914, Loss:  0.177
Epoch  47 Batch  785/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.176
Epoch  47 Batch  786/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.174
Epoch  47 Batch  787/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.183
Epoch  47 Batch  788/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.171
Epoch  47 Batch  789/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.181
Epoch  47 Batch  790/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.912, Loss:  0.227
Epoch  47 Batch  791/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.186
Epoch  47 Batch  792/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.199
Epoch  47 Batch  793/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.190
Epoch  47 Batch  794/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.207
Epoch  47 Batch  795/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.203
Epoch  47 Batch  796/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.178
Epoch  47 Batch  797/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.178
Epoch  47 Batch  798/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.173
Epoch  47 Batch  799/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.220
Epoch  47 Batch  800/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.910, Loss:  0.184
Epoch  47 Batch  801/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.200
Epoch  47 Batch  802/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.186
Epoch  47 Batch  803/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.910, Loss:  0.193
Epoch  47 Batch  804/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.189
Epoch  47 Batch  805/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.906, Loss:  0.197
Epoch  47 Batch  806/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.906, Loss:  0.176
Epoch  47 Batch  807/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.906, Loss:  0.164
Epoch  47 Batch  808/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.203
Epoch  47 Batch  809/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.904, Loss:  0.207
Epoch  47 Batch  810/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.162
Epoch  47 Batch  811/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.905, Loss:  0.177
Epoch  47 Batch  812/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.201
Epoch  47 Batch  813/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.175
Epoch  47 Batch  814/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.195
Epoch  47 Batch  815/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.195
Epoch  47 Batch  816/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.194
Epoch  47 Batch  817/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.231
Epoch  47 Batch  818/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.214
Epoch  47 Batch  819/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.185
Epoch  47 Batch  820/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.910, Loss:  0.206
Epoch  47 Batch  821/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.184
Epoch  47 Batch  822/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.912, Loss:  0.197
Epoch  47 Batch  823/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.176
Epoch  47 Batch  824/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.167
Epoch  47 Batch  825/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.912, Loss:  0.172
Epoch  47 Batch  826/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.177
Epoch  47 Batch  827/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.184
Epoch  47 Batch  828/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.165
Epoch  47 Batch  829/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.917, Loss:  0.225
Epoch  47 Batch  830/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.195
Epoch  47 Batch  831/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.917, Loss:  0.196
Epoch  47 Batch  832/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.202
Epoch  47 Batch  833/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.916, Loss:  0.205
Epoch  47 Batch  834/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.209
Epoch  47 Batch  835/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.202
Epoch  47 Batch  836/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.186
Epoch  47 Batch  837/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.219
Epoch  47 Batch  838/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.908, Loss:  0.178
Epoch  47 Batch  839/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.181
Epoch  47 Batch  840/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.908, Loss:  0.173
Epoch  47 Batch  841/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.194
Epoch  47 Batch  842/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.176
Epoch  47 Batch  843/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.186
Epoch  47 Batch  844/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.175
Epoch  47 Batch  845/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.171
Epoch  47 Batch  846/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.914, Loss:  0.208
Epoch  47 Batch  847/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.223
Epoch  47 Batch  848/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.911, Loss:  0.179
Epoch  47 Batch  849/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.167
Epoch  47 Batch  850/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.204
Epoch  47 Batch  851/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.188
Epoch  47 Batch  852/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.916, Loss:  0.215
Epoch  47 Batch  853/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.917, Loss:  0.162
Epoch  47 Batch  854/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.204
Epoch  47 Batch  855/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.190
Epoch  47 Batch  856/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.185
Epoch  47 Batch  857/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.174
Epoch  47 Batch  858/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.173
Epoch  47 Batch  859/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.206
Epoch  47 Batch  860/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.902, Loss:  0.182
Epoch  47 Batch  861/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.902, Loss:  0.185
Epoch  47 Batch  862/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.902, Loss:  0.190
Epoch  47 Batch  863/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.903, Loss:  0.175
Epoch  47 Batch  864/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.898, Loss:  0.170
Epoch  47 Batch  865/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.196
Epoch  47 Batch  866/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.899, Loss:  0.182
Epoch  47 Batch  867/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.897, Loss:  0.219
Epoch  47 Batch  868/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.898, Loss:  0.199
Epoch  47 Batch  869/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.897, Loss:  0.188
Epoch  47 Batch  870/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.899, Loss:  0.203
Epoch  47 Batch  871/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.899, Loss:  0.188
Epoch  47 Batch  872/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.902, Loss:  0.189
Epoch  47 Batch  873/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.172
Epoch  47 Batch  874/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.907, Loss:  0.203
Epoch  47 Batch  875/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.180
Epoch  47 Batch  876/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.907, Loss:  0.191
Epoch  47 Batch  877/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.170
Epoch  47 Batch  878/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.196
Epoch  47 Batch  879/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.905, Loss:  0.160
Epoch  47 Batch  880/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.901, Loss:  0.190
Epoch  47 Batch  881/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.202
Epoch  47 Batch  882/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.200
Epoch  47 Batch  883/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.907, Loss:  0.245
Epoch  47 Batch  884/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.907, Loss:  0.188
Epoch  47 Batch  885/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.149
Epoch  47 Batch  886/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.194
Epoch  47 Batch  887/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.199
Epoch  47 Batch  888/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.171
Epoch  47 Batch  889/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.214
Epoch  47 Batch  890/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.908, Loss:  0.169
Epoch  47 Batch  891/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.197
Epoch  47 Batch  892/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.907, Loss:  0.167
Epoch  47 Batch  893/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.179
Epoch  47 Batch  894/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.898, Loss:  0.180
Epoch  47 Batch  895/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.898, Loss:  0.183
Epoch  47 Batch  896/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.897, Loss:  0.228
Epoch  47 Batch  897/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.898, Loss:  0.180
Epoch  47 Batch  898/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.909, Loss:  0.188
Epoch  47 Batch  899/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.200
Epoch  47 Batch  900/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.268
Epoch  47 Batch  901/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.227
Epoch  47 Batch  902/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.908, Loss:  0.222
Epoch  47 Batch  903/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.179
Epoch  47 Batch  904/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.906, Loss:  0.180
Epoch  47 Batch  905/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.202
Epoch  47 Batch  906/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.175
Epoch  47 Batch  907/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.187
Epoch  47 Batch  908/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.212
Epoch  47 Batch  909/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.190
Epoch  47 Batch  910/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.197
Epoch  47 Batch  911/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.907, Loss:  0.197
Epoch  47 Batch  912/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.191
Epoch  47 Batch  913/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.223
Epoch  47 Batch  914/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.198
Epoch  47 Batch  915/1077 - Train Accuracy:  0.857, Validation Accuracy:  0.913, Loss:  0.215
Epoch  47 Batch  916/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.198
Epoch  47 Batch  917/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.196
Epoch  47 Batch  918/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.181
Epoch  47 Batch  919/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.180
Epoch  47 Batch  920/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.182
Epoch  47 Batch  921/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.208
Epoch  47 Batch  922/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.201
Epoch  47 Batch  923/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.197
Epoch  47 Batch  924/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.908, Loss:  0.227
Epoch  47 Batch  925/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.188
Epoch  47 Batch  926/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.215
Epoch  47 Batch  927/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.213
Epoch  47 Batch  928/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.191
Epoch  47 Batch  929/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.195
Epoch  47 Batch  930/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.910, Loss:  0.194
Epoch  47 Batch  931/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.199
Epoch  47 Batch  932/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.180
Epoch  47 Batch  933/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.910, Loss:  0.212
Epoch  47 Batch  934/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.909, Loss:  0.195
Epoch  47 Batch  935/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.188
Epoch  47 Batch  936/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.207
Epoch  47 Batch  937/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.204
Epoch  47 Batch  938/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.215
Epoch  47 Batch  939/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.905, Loss:  0.242
Epoch  47 Batch  940/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.174
Epoch  47 Batch  941/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.906, Loss:  0.169
Epoch  47 Batch  942/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.903, Loss:  0.197
Epoch  47 Batch  943/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.190
Epoch  47 Batch  944/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.177
Epoch  47 Batch  945/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.905, Loss:  0.187
Epoch  47 Batch  946/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.905, Loss:  0.170
Epoch  47 Batch  947/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.905, Loss:  0.232
Epoch  47 Batch  948/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.191
Epoch  47 Batch  949/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.906, Loss:  0.154
Epoch  47 Batch  950/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.211
Epoch  47 Batch  951/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.906, Loss:  0.175
Epoch  47 Batch  952/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.905, Loss:  0.164
Epoch  47 Batch  953/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.906, Loss:  0.166
Epoch  47 Batch  954/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.903, Loss:  0.211
Epoch  47 Batch  955/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.903, Loss:  0.211
Epoch  47 Batch  956/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.903, Loss:  0.201
Epoch  47 Batch  957/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.903, Loss:  0.187
Epoch  47 Batch  958/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.186
Epoch  47 Batch  959/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.904, Loss:  0.184
Epoch  47 Batch  960/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.190
Epoch  47 Batch  961/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.904, Loss:  0.204
Epoch  47 Batch  962/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.186
Epoch  47 Batch  963/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.227
Epoch  47 Batch  964/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.906, Loss:  0.165
Epoch  47 Batch  965/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.906, Loss:  0.212
Epoch  47 Batch  966/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.150
Epoch  47 Batch  967/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.190
Epoch  47 Batch  968/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.909, Loss:  0.236
Epoch  47 Batch  969/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.910, Loss:  0.215
Epoch  47 Batch  970/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.216
Epoch  47 Batch  971/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.190
Epoch  47 Batch  972/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.180
Epoch  47 Batch  973/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.156
Epoch  47 Batch  974/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.180
Epoch  47 Batch  975/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.905, Loss:  0.202
Epoch  47 Batch  976/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.904, Loss:  0.172
Epoch  47 Batch  977/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.156
Epoch  47 Batch  978/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.904, Loss:  0.202
Epoch  47 Batch  979/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.904, Loss:  0.195
Epoch  47 Batch  980/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.197
Epoch  47 Batch  981/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.177
Epoch  47 Batch  982/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.205
Epoch  47 Batch  983/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.910, Loss:  0.199
Epoch  47 Batch  984/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.909, Loss:  0.219
Epoch  47 Batch  985/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.177
Epoch  47 Batch  986/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.910, Loss:  0.196
Epoch  47 Batch  987/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.184
Epoch  47 Batch  988/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.910, Loss:  0.189
Epoch  47 Batch  989/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.199
Epoch  47 Batch  990/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.205
Epoch  47 Batch  991/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.180
Epoch  47 Batch  992/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.178
Epoch  47 Batch  993/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.157
Epoch  47 Batch  994/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.208
Epoch  47 Batch  995/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.199
Epoch  47 Batch  996/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.196
Epoch  47 Batch  997/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.185
Epoch  47 Batch  998/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.181
Epoch  47 Batch  999/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.191
Epoch  47 Batch 1000/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.173
Epoch  47 Batch 1001/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.161
Epoch  47 Batch 1002/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.173
Epoch  47 Batch 1003/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.909, Loss:  0.190
Epoch  47 Batch 1004/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.199
Epoch  47 Batch 1005/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.174
Epoch  47 Batch 1006/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.904, Loss:  0.172
Epoch  47 Batch 1007/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.909, Loss:  0.173
Epoch  47 Batch 1008/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.221
Epoch  47 Batch 1009/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.905, Loss:  0.169
Epoch  47 Batch 1010/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.910, Loss:  0.175
Epoch  47 Batch 1011/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.178
Epoch  47 Batch 1012/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.177
Epoch  47 Batch 1013/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.899, Loss:  0.173
Epoch  47 Batch 1014/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.906, Loss:  0.186
Epoch  47 Batch 1015/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.903, Loss:  0.218
Epoch  47 Batch 1016/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.904, Loss:  0.195
Epoch  47 Batch 1017/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.191
Epoch  47 Batch 1018/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.906, Loss:  0.186
Epoch  47 Batch 1019/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.213
Epoch  47 Batch 1020/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.176
Epoch  47 Batch 1021/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.181
Epoch  47 Batch 1022/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.165
Epoch  47 Batch 1023/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.164
Epoch  47 Batch 1024/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.914, Loss:  0.208
Epoch  47 Batch 1025/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.914, Loss:  0.185
Epoch  47 Batch 1026/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.177
Epoch  47 Batch 1027/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.198
Epoch  47 Batch 1028/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.913, Loss:  0.191
Epoch  47 Batch 1029/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.913, Loss:  0.200
Epoch  47 Batch 1030/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.913, Loss:  0.222
Epoch  47 Batch 1031/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.210
Epoch  47 Batch 1032/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.197
Epoch  47 Batch 1033/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.162
Epoch  47 Batch 1034/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.183
Epoch  47 Batch 1035/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.160
Epoch  47 Batch 1036/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.194
Epoch  47 Batch 1037/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.202
Epoch  47 Batch 1038/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.195
Epoch  47 Batch 1039/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.191
Epoch  47 Batch 1040/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.201
Epoch  47 Batch 1041/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.194
Epoch  47 Batch 1042/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.912, Loss:  0.160
Epoch  47 Batch 1043/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.190
Epoch  47 Batch 1044/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.199
Epoch  47 Batch 1045/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.195
Epoch  47 Batch 1046/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.159
Epoch  47 Batch 1047/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.172
Epoch  47 Batch 1048/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.188
Epoch  47 Batch 1049/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.210
Epoch  47 Batch 1050/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.171
Epoch  47 Batch 1051/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.197
Epoch  47 Batch 1052/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.205
Epoch  47 Batch 1053/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.189
Epoch  47 Batch 1054/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.170
Epoch  47 Batch 1055/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.178
Epoch  47 Batch 1056/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.191
Epoch  47 Batch 1057/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.208
Epoch  47 Batch 1058/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.196
Epoch  47 Batch 1059/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.907, Loss:  0.203
Epoch  47 Batch 1060/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.186
Epoch  47 Batch 1061/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.908, Loss:  0.218
Epoch  47 Batch 1062/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.172
Epoch  47 Batch 1063/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.193
Epoch  47 Batch 1064/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.182
Epoch  47 Batch 1065/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.183
Epoch  47 Batch 1066/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.170
Epoch  47 Batch 1067/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.199
Epoch  47 Batch 1068/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.909, Loss:  0.191
Epoch  47 Batch 1069/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.178
Epoch  47 Batch 1070/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.185
Epoch  47 Batch 1071/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.189
Epoch  47 Batch 1072/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.185
Epoch  47 Batch 1073/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.209
Epoch  47 Batch 1074/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.194
Epoch  47 Batch 1075/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.210
Epoch  48 Batch    0/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.164
Epoch  48 Batch    1/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.916, Loss:  0.174
Epoch  48 Batch    2/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.174
Epoch  48 Batch    3/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.919, Loss:  0.191
Epoch  48 Batch    4/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.194
Epoch  48 Batch    5/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.220
Epoch  48 Batch    6/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.187
Epoch  48 Batch    7/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.163
Epoch  48 Batch    8/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.168
Epoch  48 Batch    9/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.185
Epoch  48 Batch   10/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.182
Epoch  48 Batch   11/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.916, Loss:  0.189
Epoch  48 Batch   12/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.174
Epoch  48 Batch   13/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.196
Epoch  48 Batch   14/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.917, Loss:  0.155
Epoch  48 Batch   15/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.173
Epoch  48 Batch   16/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.185
Epoch  48 Batch   17/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.188
Epoch  48 Batch   18/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.195
Epoch  48 Batch   19/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.196
Epoch  48 Batch   20/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.164
Epoch  48 Batch   21/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.902, Loss:  0.213
Epoch  48 Batch   22/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.898, Loss:  0.204
Epoch  48 Batch   23/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.898, Loss:  0.185
Epoch  48 Batch   24/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.898, Loss:  0.191
Epoch  48 Batch   25/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.897, Loss:  0.165
Epoch  48 Batch   26/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.898, Loss:  0.217
Epoch  48 Batch   27/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.174
Epoch  48 Batch   28/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.907, Loss:  0.193
Epoch  48 Batch   29/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.162
Epoch  48 Batch   30/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.905, Loss:  0.179
Epoch  48 Batch   31/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.189
Epoch  48 Batch   32/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.906, Loss:  0.171
Epoch  48 Batch   33/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.905, Loss:  0.164
Epoch  48 Batch   34/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.200
Epoch  48 Batch   35/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.168
Epoch  48 Batch   36/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.166
Epoch  48 Batch   37/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.196
Epoch  48 Batch   38/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.211
Epoch  48 Batch   39/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.903, Loss:  0.231
Epoch  48 Batch   40/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.186
Epoch  48 Batch   41/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.903, Loss:  0.189
Epoch  48 Batch   42/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.908, Loss:  0.208
Epoch  48 Batch   43/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.173
Epoch  48 Batch   44/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.175
Epoch  48 Batch   45/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.910, Loss:  0.182
Epoch  48 Batch   46/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.199
Epoch  48 Batch   47/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.203
Epoch  48 Batch   48/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.913, Loss:  0.203
Epoch  48 Batch   49/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.182
Epoch  48 Batch   50/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.913, Loss:  0.168
Epoch  48 Batch   51/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.180
Epoch  48 Batch   52/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.192
Epoch  48 Batch   53/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.175
Epoch  48 Batch   54/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.208
Epoch  48 Batch   55/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.191
Epoch  48 Batch   56/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.909, Loss:  0.154
Epoch  48 Batch   57/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.172
Epoch  48 Batch   58/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.187
Epoch  48 Batch   59/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.908, Loss:  0.187
Epoch  48 Batch   60/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.907, Loss:  0.176
Epoch  48 Batch   61/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.908, Loss:  0.207
Epoch  48 Batch   62/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.202
Epoch  48 Batch   63/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.908, Loss:  0.166
Epoch  48 Batch   64/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.170
Epoch  48 Batch   65/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.180
Epoch  48 Batch   66/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.164
Epoch  48 Batch   67/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.908, Loss:  0.176
Epoch  48 Batch   68/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.210
Epoch  48 Batch   69/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.911, Loss:  0.203
Epoch  48 Batch   70/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.214
Epoch  48 Batch   71/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.166
Epoch  48 Batch   72/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.177
Epoch  48 Batch   73/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.201
Epoch  48 Batch   74/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.162
Epoch  48 Batch   75/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.907, Loss:  0.215
Epoch  48 Batch   76/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.151
Epoch  48 Batch   77/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.188
Epoch  48 Batch   78/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.906, Loss:  0.176
Epoch  48 Batch   79/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.195
Epoch  48 Batch   80/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.906, Loss:  0.193
Epoch  48 Batch   81/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.905, Loss:  0.172
Epoch  48 Batch   82/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.905, Loss:  0.158
Epoch  48 Batch   83/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.906, Loss:  0.196
Epoch  48 Batch   84/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.904, Loss:  0.198
Epoch  48 Batch   85/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.900, Loss:  0.174
Epoch  48 Batch   86/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.900, Loss:  0.188
Epoch  48 Batch   87/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.904, Loss:  0.215
Epoch  48 Batch   88/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.906, Loss:  0.209
Epoch  48 Batch   89/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.179
Epoch  48 Batch   90/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.907, Loss:  0.193
Epoch  48 Batch   91/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.907, Loss:  0.166
Epoch  48 Batch   92/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.197
Epoch  48 Batch   93/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.187
Epoch  48 Batch   94/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.171
Epoch  48 Batch   95/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.225
Epoch  48 Batch   96/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.196
Epoch  48 Batch   97/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.190
Epoch  48 Batch   98/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.187
Epoch  48 Batch   99/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.194
Epoch  48 Batch  100/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.165
Epoch  48 Batch  101/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.189
Epoch  48 Batch  102/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.190
Epoch  48 Batch  103/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.925, Loss:  0.208
Epoch  48 Batch  104/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.191
Epoch  48 Batch  105/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.187
Epoch  48 Batch  106/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.218
Epoch  48 Batch  107/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.198
Epoch  48 Batch  108/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.151
Epoch  48 Batch  109/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.172
Epoch  48 Batch  110/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.171
Epoch  48 Batch  111/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.904, Loss:  0.167
Epoch  48 Batch  112/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.172
Epoch  48 Batch  113/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.908, Loss:  0.201
Epoch  48 Batch  114/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.902, Loss:  0.178
Epoch  48 Batch  115/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.196
Epoch  48 Batch  116/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.912, Loss:  0.194
Epoch  48 Batch  117/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.183
Epoch  48 Batch  118/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.911, Loss:  0.193
Epoch  48 Batch  119/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.166
Epoch  48 Batch  120/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.213
Epoch  48 Batch  121/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.906, Loss:  0.179
Epoch  48 Batch  122/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.183
Epoch  48 Batch  123/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.159
Epoch  48 Batch  124/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.210
Epoch  48 Batch  125/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.188
Epoch  48 Batch  126/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.169
Epoch  48 Batch  127/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.173
Epoch  48 Batch  128/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.906, Loss:  0.178
Epoch  48 Batch  129/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.203
Epoch  48 Batch  130/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.157
Epoch  48 Batch  131/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.171
Epoch  48 Batch  132/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.178
Epoch  48 Batch  133/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.171
Epoch  48 Batch  134/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.178
Epoch  48 Batch  135/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.188
Epoch  48 Batch  136/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.172
Epoch  48 Batch  137/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.155
Epoch  48 Batch  138/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.188
Epoch  48 Batch  139/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.193
Epoch  48 Batch  140/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.208
Epoch  48 Batch  141/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.171
Epoch  48 Batch  142/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.188
Epoch  48 Batch  143/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.194
Epoch  48 Batch  144/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.226
Epoch  48 Batch  145/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.213
Epoch  48 Batch  146/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.235
Epoch  48 Batch  147/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.198
Epoch  48 Batch  148/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.187
Epoch  48 Batch  149/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.177
Epoch  48 Batch  150/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.183
Epoch  48 Batch  151/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.168
Epoch  48 Batch  152/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.192
Epoch  48 Batch  153/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.221
Epoch  48 Batch  154/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.200
Epoch  48 Batch  155/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.182
Epoch  48 Batch  156/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.170
Epoch  48 Batch  157/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.180
Epoch  48 Batch  158/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.198
Epoch  48 Batch  159/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.155
Epoch  48 Batch  160/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.171
Epoch  48 Batch  161/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.179
Epoch  48 Batch  162/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.216
Epoch  48 Batch  163/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.231
Epoch  48 Batch  164/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.201
Epoch  48 Batch  165/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.912, Loss:  0.170
Epoch  48 Batch  166/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.191
Epoch  48 Batch  167/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.189
Epoch  48 Batch  168/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.205
Epoch  48 Batch  169/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.188
Epoch  48 Batch  170/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.908, Loss:  0.193
Epoch  48 Batch  171/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.908, Loss:  0.166
Epoch  48 Batch  172/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.164
Epoch  48 Batch  173/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.186
Epoch  48 Batch  174/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.167
Epoch  48 Batch  175/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.195
Epoch  48 Batch  176/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.910, Loss:  0.185
Epoch  48 Batch  177/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.910, Loss:  0.190
Epoch  48 Batch  178/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.194
Epoch  48 Batch  179/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.193
Epoch  48 Batch  180/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.169
Epoch  48 Batch  181/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.212
Epoch  48 Batch  182/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.916, Loss:  0.187
Epoch  48 Batch  183/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.204
Epoch  48 Batch  184/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.179
Epoch  48 Batch  185/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.910, Loss:  0.186
Epoch  48 Batch  186/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.190
Epoch  48 Batch  187/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.171
Epoch  48 Batch  188/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.160
Epoch  48 Batch  189/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.162
Epoch  48 Batch  190/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.168
Epoch  48 Batch  191/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.167
Epoch  48 Batch  192/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.200
Epoch  48 Batch  193/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.182
Epoch  48 Batch  194/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.162
Epoch  48 Batch  195/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.917, Loss:  0.166
Epoch  48 Batch  196/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.197
Epoch  48 Batch  197/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.181
Epoch  48 Batch  198/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.194
Epoch  48 Batch  199/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.175
Epoch  48 Batch  200/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.192
Epoch  48 Batch  201/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.158
Epoch  48 Batch  202/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.180
Epoch  48 Batch  203/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.188
Epoch  48 Batch  204/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.237
Epoch  48 Batch  205/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.195
Epoch  48 Batch  206/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.172
Epoch  48 Batch  207/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.168
Epoch  48 Batch  208/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.217
Epoch  48 Batch  209/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.923, Loss:  0.156
Epoch  48 Batch  210/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.193
Epoch  48 Batch  211/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.923, Loss:  0.188
Epoch  48 Batch  212/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.159
Epoch  48 Batch  213/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.158
Epoch  48 Batch  214/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.170
Epoch  48 Batch  215/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.222
Epoch  48 Batch  216/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.184
Epoch  48 Batch  217/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.164
Epoch  48 Batch  218/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.213
Epoch  48 Batch  219/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.912, Loss:  0.168
Epoch  48 Batch  220/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.184
Epoch  48 Batch  221/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.906, Loss:  0.181
Epoch  48 Batch  222/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.197
Epoch  48 Batch  223/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.908, Loss:  0.158
Epoch  48 Batch  224/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.187
Epoch  48 Batch  225/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.201
Epoch  48 Batch  226/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.170
Epoch  48 Batch  227/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.900, Loss:  0.210
Epoch  48 Batch  228/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.900, Loss:  0.171
Epoch  48 Batch  229/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.901, Loss:  0.212
Epoch  48 Batch  230/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.905, Loss:  0.167
Epoch  48 Batch  231/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.202
Epoch  48 Batch  232/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.185
Epoch  48 Batch  233/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.228
Epoch  48 Batch  234/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.915, Loss:  0.209
Epoch  48 Batch  235/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.168
Epoch  48 Batch  236/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.191
Epoch  48 Batch  237/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.166
Epoch  48 Batch  238/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.190
Epoch  48 Batch  239/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.147
Epoch  48 Batch  240/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.919, Loss:  0.171
Epoch  48 Batch  241/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.165
Epoch  48 Batch  242/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.177
Epoch  48 Batch  243/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.203
Epoch  48 Batch  244/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.177
Epoch  48 Batch  245/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.155
Epoch  48 Batch  246/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.179
Epoch  48 Batch  247/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.188
Epoch  48 Batch  248/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.185
Epoch  48 Batch  249/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.190
Epoch  48 Batch  250/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.922, Loss:  0.183
Epoch  48 Batch  251/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.175
Epoch  48 Batch  252/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.180
Epoch  48 Batch  253/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.187
Epoch  48 Batch  254/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.190
Epoch  48 Batch  255/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.190
Epoch  48 Batch  256/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.916, Loss:  0.202
Epoch  48 Batch  257/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.180
Epoch  48 Batch  258/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.186
Epoch  48 Batch  259/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.179
Epoch  48 Batch  260/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.163
Epoch  48 Batch  261/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.914, Loss:  0.184
Epoch  48 Batch  262/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.165
Epoch  48 Batch  263/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.914, Loss:  0.154
Epoch  48 Batch  264/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.213
Epoch  48 Batch  265/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.912, Loss:  0.176
Epoch  48 Batch  266/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.163
Epoch  48 Batch  267/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.912, Loss:  0.159
Epoch  48 Batch  268/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.189
Epoch  48 Batch  269/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.205
Epoch  48 Batch  270/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.212
Epoch  48 Batch  271/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.164
Epoch  48 Batch  272/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.266
Epoch  48 Batch  273/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.157
Epoch  48 Batch  274/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.196
Epoch  48 Batch  275/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.195
Epoch  48 Batch  276/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.909, Loss:  0.224
Epoch  48 Batch  277/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.909, Loss:  0.152
Epoch  48 Batch  278/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.914, Loss:  0.199
Epoch  48 Batch  279/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.914, Loss:  0.195
Epoch  48 Batch  280/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.914, Loss:  0.204
Epoch  48 Batch  281/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.205
Epoch  48 Batch  282/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.912, Loss:  0.218
Epoch  48 Batch  283/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.217
Epoch  48 Batch  284/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.203
Epoch  48 Batch  285/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.179
Epoch  48 Batch  286/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.171
Epoch  48 Batch  287/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.187
Epoch  48 Batch  288/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.908, Loss:  0.191
Epoch  48 Batch  289/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.184
Epoch  48 Batch  290/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.918, Loss:  0.202
Epoch  48 Batch  291/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.216
Epoch  48 Batch  292/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.174
Epoch  48 Batch  293/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.202
Epoch  48 Batch  294/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.184
Epoch  48 Batch  295/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.915, Loss:  0.223
Epoch  48 Batch  296/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.194
Epoch  48 Batch  297/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.915, Loss:  0.230
Epoch  48 Batch  298/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.202
Epoch  48 Batch  299/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.157
Epoch  48 Batch  300/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.918, Loss:  0.168
Epoch  48 Batch  301/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.166
Epoch  48 Batch  302/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.192
Epoch  48 Batch  303/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.203
Epoch  48 Batch  304/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.182
Epoch  48 Batch  305/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.195
Epoch  48 Batch  306/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.183
Epoch  48 Batch  307/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.920, Loss:  0.189
Epoch  48 Batch  308/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.212
Epoch  48 Batch  309/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.181
Epoch  48 Batch  310/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.187
Epoch  48 Batch  311/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.166
Epoch  48 Batch  312/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.913, Loss:  0.221
Epoch  48 Batch  313/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.168
Epoch  48 Batch  314/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.162
Epoch  48 Batch  315/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.915, Loss:  0.178
Epoch  48 Batch  316/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.171
Epoch  48 Batch  317/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.191
Epoch  48 Batch  318/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.178
Epoch  48 Batch  319/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.186
Epoch  48 Batch  320/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.185
Epoch  48 Batch  321/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.912, Loss:  0.198
Epoch  48 Batch  322/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.914, Loss:  0.156
Epoch  48 Batch  323/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.202
Epoch  48 Batch  324/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.190
Epoch  48 Batch  325/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.186
Epoch  48 Batch  326/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.171
Epoch  48 Batch  327/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.222
Epoch  48 Batch  328/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.221
Epoch  48 Batch  329/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.197
Epoch  48 Batch  330/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.190
Epoch  48 Batch  331/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.186
Epoch  48 Batch  332/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.147
Epoch  48 Batch  333/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.192
Epoch  48 Batch  334/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.170
Epoch  48 Batch  335/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.181
Epoch  48 Batch  336/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.212
Epoch  48 Batch  337/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.911, Loss:  0.222
Epoch  48 Batch  338/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.912, Loss:  0.216
Epoch  48 Batch  339/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.173
Epoch  48 Batch  340/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.195
Epoch  48 Batch  341/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.218
Epoch  48 Batch  342/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.158
Epoch  48 Batch  343/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.908, Loss:  0.177
Epoch  48 Batch  344/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.908, Loss:  0.175
Epoch  48 Batch  345/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.909, Loss:  0.191
Epoch  48 Batch  346/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.194
Epoch  48 Batch  347/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.912, Loss:  0.164
Epoch  48 Batch  348/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.907, Loss:  0.155
Epoch  48 Batch  349/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.166
Epoch  48 Batch  350/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.909, Loss:  0.191
Epoch  48 Batch  351/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.200
Epoch  48 Batch  352/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.172
Epoch  48 Batch  353/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.918, Loss:  0.210
Epoch  48 Batch  354/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.212
Epoch  48 Batch  355/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.200
Epoch  48 Batch  356/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.183
Epoch  48 Batch  357/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.177
Epoch  48 Batch  358/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.913, Loss:  0.196
Epoch  48 Batch  359/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.907, Loss:  0.188
Epoch  48 Batch  360/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.175
Epoch  48 Batch  361/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.190
Epoch  48 Batch  362/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.904, Loss:  0.202
Epoch  48 Batch  363/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.903, Loss:  0.194
Epoch  48 Batch  364/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.903, Loss:  0.207
Epoch  48 Batch  365/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.903, Loss:  0.151
Epoch  48 Batch  366/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.176
Epoch  48 Batch  367/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.902, Loss:  0.151
Epoch  48 Batch  368/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.902, Loss:  0.181
Epoch  48 Batch  369/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.902, Loss:  0.165
Epoch  48 Batch  370/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.906, Loss:  0.179
Epoch  48 Batch  371/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.193
Epoch  48 Batch  372/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.177
Epoch  48 Batch  373/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.158
Epoch  48 Batch  374/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.917, Loss:  0.211
Epoch  48 Batch  375/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.156
Epoch  48 Batch  376/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.186
Epoch  48 Batch  377/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.183
Epoch  48 Batch  378/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.173
Epoch  48 Batch  379/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.919, Loss:  0.195
Epoch  48 Batch  380/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.180
Epoch  48 Batch  381/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.180
Epoch  48 Batch  382/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.222
Epoch  48 Batch  383/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.196
Epoch  48 Batch  384/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.164
Epoch  48 Batch  385/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.911, Loss:  0.183
Epoch  48 Batch  386/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.915, Loss:  0.188
Epoch  48 Batch  387/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.179
Epoch  48 Batch  388/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.915, Loss:  0.172
Epoch  48 Batch  389/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.176
Epoch  48 Batch  390/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.210
Epoch  48 Batch  391/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.184
Epoch  48 Batch  392/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.907, Loss:  0.181
Epoch  48 Batch  393/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.162
Epoch  48 Batch  394/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.192
Epoch  48 Batch  395/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.909, Loss:  0.178
Epoch  48 Batch  396/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.905, Loss:  0.206
Epoch  48 Batch  397/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.905, Loss:  0.188
Epoch  48 Batch  398/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.199
Epoch  48 Batch  399/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.909, Loss:  0.181
Epoch  48 Batch  400/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.211
Epoch  48 Batch  401/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.169
Epoch  48 Batch  402/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.169
Epoch  48 Batch  403/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.211
Epoch  48 Batch  404/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.166
Epoch  48 Batch  405/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.195
Epoch  48 Batch  406/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.914, Loss:  0.167
Epoch  48 Batch  407/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.205
Epoch  48 Batch  408/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.197
Epoch  48 Batch  409/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.202
Epoch  48 Batch  410/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.196
Epoch  48 Batch  411/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.178
Epoch  48 Batch  412/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.920, Loss:  0.175
Epoch  48 Batch  413/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.173
Epoch  48 Batch  414/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.921, Loss:  0.198
Epoch  48 Batch  415/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.173
Epoch  48 Batch  416/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.173
Epoch  48 Batch  417/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.212
Epoch  48 Batch  418/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.163
Epoch  48 Batch  419/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.183
Epoch  48 Batch  420/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.163
Epoch  48 Batch  421/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.207
Epoch  48 Batch  422/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.159
Epoch  48 Batch  423/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.197
Epoch  48 Batch  424/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.188
Epoch  48 Batch  425/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.173
Epoch  48 Batch  426/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.214
Epoch  48 Batch  427/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.193
Epoch  48 Batch  428/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.917, Loss:  0.169
Epoch  48 Batch  429/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.168
Epoch  48 Batch  430/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.154
Epoch  48 Batch  431/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.166
Epoch  48 Batch  432/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.183
Epoch  48 Batch  433/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.182
Epoch  48 Batch  434/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.181
Epoch  48 Batch  435/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.190
Epoch  48 Batch  436/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.166
Epoch  48 Batch  437/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.171
Epoch  48 Batch  438/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.179
Epoch  48 Batch  439/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.203
Epoch  48 Batch  440/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.214
Epoch  48 Batch  441/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.170
Epoch  48 Batch  442/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.187
Epoch  48 Batch  443/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.194
Epoch  48 Batch  444/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.164
Epoch  48 Batch  445/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.178
Epoch  48 Batch  446/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.151
Epoch  48 Batch  447/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.921, Loss:  0.194
Epoch  48 Batch  448/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.912, Loss:  0.202
Epoch  48 Batch  449/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.197
Epoch  48 Batch  450/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.194
Epoch  48 Batch  451/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.178
Epoch  48 Batch  452/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.215
Epoch  48 Batch  453/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.906, Loss:  0.179
Epoch  48 Batch  454/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.193
Epoch  48 Batch  455/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.190
Epoch  48 Batch  456/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.174
Epoch  48 Batch  457/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.173
Epoch  48 Batch  458/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.189
Epoch  48 Batch  459/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.179
Epoch  48 Batch  460/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.168
Epoch  48 Batch  461/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.917, Loss:  0.181
Epoch  48 Batch  462/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.913, Loss:  0.192
Epoch  48 Batch  463/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.172
Epoch  48 Batch  464/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.177
Epoch  48 Batch  465/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.207
Epoch  48 Batch  466/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.166
Epoch  48 Batch  467/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.208
Epoch  48 Batch  468/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.170
Epoch  48 Batch  469/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.180
Epoch  48 Batch  470/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.171
Epoch  48 Batch  471/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.922, Loss:  0.162
Epoch  48 Batch  472/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.175
Epoch  48 Batch  473/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.187
Epoch  48 Batch  474/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.195
Epoch  48 Batch  475/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.169
Epoch  48 Batch  476/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.180
Epoch  48 Batch  477/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.182
Epoch  48 Batch  478/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.196
Epoch  48 Batch  479/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.184
Epoch  48 Batch  480/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.184
Epoch  48 Batch  481/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.932, Loss:  0.186
Epoch  48 Batch  482/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.932, Loss:  0.189
Epoch  48 Batch  483/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.932, Loss:  0.201
Epoch  48 Batch  484/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.932, Loss:  0.203
Epoch  48 Batch  485/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.930, Loss:  0.171
Epoch  48 Batch  486/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.164
Epoch  48 Batch  487/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.199
Epoch  48 Batch  488/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.184
Epoch  48 Batch  489/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.181
Epoch  48 Batch  490/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.187
Epoch  48 Batch  491/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.193
Epoch  48 Batch  492/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.213
Epoch  48 Batch  493/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.168
Epoch  48 Batch  494/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.927, Loss:  0.188
Epoch  48 Batch  495/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.927, Loss:  0.176
Epoch  48 Batch  496/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.189
Epoch  48 Batch  497/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.203
Epoch  48 Batch  498/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.181
Epoch  48 Batch  499/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.170
Epoch  48 Batch  500/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.173
Epoch  48 Batch  501/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.168
Epoch  48 Batch  502/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.920, Loss:  0.165
Epoch  48 Batch  503/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.183
Epoch  48 Batch  504/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.925, Loss:  0.182
Epoch  48 Batch  505/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.146
Epoch  48 Batch  506/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.167
Epoch  48 Batch  507/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.175
Epoch  48 Batch  508/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.166
Epoch  48 Batch  509/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.920, Loss:  0.222
Epoch  48 Batch  510/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.172
Epoch  48 Batch  511/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.177
Epoch  48 Batch  512/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.925, Loss:  0.182
Epoch  48 Batch  513/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.191
Epoch  48 Batch  514/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.920, Loss:  0.190
Epoch  48 Batch  515/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.185
Epoch  48 Batch  516/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.171
Epoch  48 Batch  517/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.187
Epoch  48 Batch  518/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.162
Epoch  48 Batch  519/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.924, Loss:  0.182
Epoch  48 Batch  520/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.166
Epoch  48 Batch  521/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.923, Loss:  0.191
Epoch  48 Batch  522/1077 - Train Accuracy:  0.861, Validation Accuracy:  0.923, Loss:  0.221
Epoch  48 Batch  523/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.182
Epoch  48 Batch  524/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.184
Epoch  48 Batch  525/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.183
Epoch  48 Batch  526/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.921, Loss:  0.168
Epoch  48 Batch  527/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.172
Epoch  48 Batch  528/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.177
Epoch  48 Batch  529/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.181
Epoch  48 Batch  530/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.197
Epoch  48 Batch  531/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.911, Loss:  0.185
Epoch  48 Batch  532/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.211
Epoch  48 Batch  533/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.215
Epoch  48 Batch  534/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.180
Epoch  48 Batch  535/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.182
Epoch  48 Batch  536/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.182
Epoch  48 Batch  537/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.172
Epoch  48 Batch  538/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.158
Epoch  48 Batch  539/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.217
Epoch  48 Batch  540/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.916, Loss:  0.153
Epoch  48 Batch  541/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.180
Epoch  48 Batch  542/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.178
Epoch  48 Batch  543/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.914, Loss:  0.195
Epoch  48 Batch  544/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.151
Epoch  48 Batch  545/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.193
Epoch  48 Batch  546/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.907, Loss:  0.196
Epoch  48 Batch  547/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.907, Loss:  0.183
Epoch  48 Batch  548/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.907, Loss:  0.189
Epoch  48 Batch  549/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.214
Epoch  48 Batch  550/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.186
Epoch  48 Batch  551/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.176
Epoch  48 Batch  552/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.185
Epoch  48 Batch  553/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.207
Epoch  48 Batch  554/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.191
Epoch  48 Batch  555/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.178
Epoch  48 Batch  556/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.148
Epoch  48 Batch  557/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.192
Epoch  48 Batch  558/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.181
Epoch  48 Batch  559/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.178
Epoch  48 Batch  560/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.160
Epoch  48 Batch  561/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.168
Epoch  48 Batch  562/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.164
Epoch  48 Batch  563/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.919, Loss:  0.218
Epoch  48 Batch  564/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.211
Epoch  48 Batch  565/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.919, Loss:  0.194
Epoch  48 Batch  566/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.922, Loss:  0.220
Epoch  48 Batch  567/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.179
Epoch  48 Batch  568/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.184
Epoch  48 Batch  569/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.199
Epoch  48 Batch  570/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.234
Epoch  48 Batch  571/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.183
Epoch  48 Batch  572/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.175
Epoch  48 Batch  573/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.217
Epoch  48 Batch  574/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.187
Epoch  48 Batch  575/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.195
Epoch  48 Batch  576/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.175
Epoch  48 Batch  577/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.196
Epoch  48 Batch  578/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.921, Loss:  0.186
Epoch  48 Batch  579/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.175
Epoch  48 Batch  580/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.156
Epoch  48 Batch  581/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.915, Loss:  0.155
Epoch  48 Batch  582/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.200
Epoch  48 Batch  583/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.200
Epoch  48 Batch  584/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.200
Epoch  48 Batch  585/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.158
Epoch  48 Batch  586/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.185
Epoch  48 Batch  587/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.185
Epoch  48 Batch  588/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.177
Epoch  48 Batch  589/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.916, Loss:  0.187
Epoch  48 Batch  590/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.199
Epoch  48 Batch  591/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.184
Epoch  48 Batch  592/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.196
Epoch  48 Batch  593/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.210
Epoch  48 Batch  594/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.186
Epoch  48 Batch  595/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.183
Epoch  48 Batch  596/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.193
Epoch  48 Batch  597/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.167
Epoch  48 Batch  598/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.172
Epoch  48 Batch  599/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.245
Epoch  48 Batch  600/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.177
Epoch  48 Batch  601/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.183
Epoch  48 Batch  602/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.196
Epoch  48 Batch  603/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.190
Epoch  48 Batch  604/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.199
Epoch  48 Batch  605/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.216
Epoch  48 Batch  606/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.921, Loss:  0.152
Epoch  48 Batch  607/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.180
Epoch  48 Batch  608/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.188
Epoch  48 Batch  609/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.926, Loss:  0.206
Epoch  48 Batch  610/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.925, Loss:  0.210
Epoch  48 Batch  611/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.210
Epoch  48 Batch  612/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.167
Epoch  48 Batch  613/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.211
Epoch  48 Batch  614/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.161
Epoch  48 Batch  615/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.174
Epoch  48 Batch  616/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.192
Epoch  48 Batch  617/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.179
Epoch  48 Batch  618/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.181
Epoch  48 Batch  619/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.925, Loss:  0.159
Epoch  48 Batch  620/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.175
Epoch  48 Batch  621/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.186
Epoch  48 Batch  622/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.185
Epoch  48 Batch  623/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.197
Epoch  48 Batch  624/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.190
Epoch  48 Batch  625/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.161
Epoch  48 Batch  626/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.180
Epoch  48 Batch  627/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.171
Epoch  48 Batch  628/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.189
Epoch  48 Batch  629/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.189
Epoch  48 Batch  630/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.164
Epoch  48 Batch  631/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.192
Epoch  48 Batch  632/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.176
Epoch  48 Batch  633/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.196
Epoch  48 Batch  634/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.164
Epoch  48 Batch  635/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.222
Epoch  48 Batch  636/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.168
Epoch  48 Batch  637/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.192
Epoch  48 Batch  638/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.179
Epoch  48 Batch  639/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.182
Epoch  48 Batch  640/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.163
Epoch  48 Batch  641/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.192
Epoch  48 Batch  642/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.169
Epoch  48 Batch  643/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.159
Epoch  48 Batch  644/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.175
Epoch  48 Batch  645/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.169
Epoch  48 Batch  646/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.174
Epoch  48 Batch  647/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.184
Epoch  48 Batch  648/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.176
Epoch  48 Batch  649/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.189
Epoch  48 Batch  650/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.191
Epoch  48 Batch  651/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.181
Epoch  48 Batch  652/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.190
Epoch  48 Batch  653/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.202
Epoch  48 Batch  654/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.178
Epoch  48 Batch  655/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.205
Epoch  48 Batch  656/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.187
Epoch  48 Batch  657/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.188
Epoch  48 Batch  658/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.171
Epoch  48 Batch  659/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.183
Epoch  48 Batch  660/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.172
Epoch  48 Batch  661/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.917, Loss:  0.177
Epoch  48 Batch  662/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.162
Epoch  48 Batch  663/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.177
Epoch  48 Batch  664/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.172
Epoch  48 Batch  665/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.176
Epoch  48 Batch  666/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.183
Epoch  48 Batch  667/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.192
Epoch  48 Batch  668/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.179
Epoch  48 Batch  669/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.174
Epoch  48 Batch  670/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.175
Epoch  48 Batch  671/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.206
Epoch  48 Batch  672/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.187
Epoch  48 Batch  673/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.183
Epoch  48 Batch  674/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.170
Epoch  48 Batch  675/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.209
Epoch  48 Batch  676/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.192
Epoch  48 Batch  677/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.927, Loss:  0.213
Epoch  48 Batch  678/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.161
Epoch  48 Batch  679/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.203
Epoch  48 Batch  680/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.162
Epoch  48 Batch  681/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.173
Epoch  48 Batch  682/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.919, Loss:  0.186
Epoch  48 Batch  683/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.164
Epoch  48 Batch  684/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.159
Epoch  48 Batch  685/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.200
Epoch  48 Batch  686/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.168
Epoch  48 Batch  687/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.202
Epoch  48 Batch  688/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.178
Epoch  48 Batch  689/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.912, Loss:  0.181
Epoch  48 Batch  690/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.907, Loss:  0.183
Epoch  48 Batch  691/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.906, Loss:  0.201
Epoch  48 Batch  692/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.905, Loss:  0.164
Epoch  48 Batch  693/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.898, Loss:  0.239
Epoch  48 Batch  694/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.902, Loss:  0.182
Epoch  48 Batch  695/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.907, Loss:  0.181
Epoch  48 Batch  696/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.914, Loss:  0.194
Epoch  48 Batch  697/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.184
Epoch  48 Batch  698/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.182
Epoch  48 Batch  699/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.181
Epoch  48 Batch  700/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.149
Epoch  48 Batch  701/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.198
Epoch  48 Batch  702/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.230
Epoch  48 Batch  703/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.175
Epoch  48 Batch  704/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.205
Epoch  48 Batch  705/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.194
Epoch  48 Batch  706/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.913, Loss:  0.193
Epoch  48 Batch  707/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.179
Epoch  48 Batch  708/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.180
Epoch  48 Batch  709/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.913, Loss:  0.193
Epoch  48 Batch  710/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.178
Epoch  48 Batch  711/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.202
Epoch  48 Batch  712/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.914, Loss:  0.177
Epoch  48 Batch  713/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.166
Epoch  48 Batch  714/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.166
Epoch  48 Batch  715/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.913, Loss:  0.226
Epoch  48 Batch  716/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.912, Loss:  0.162
Epoch  48 Batch  717/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.917, Loss:  0.163
Epoch  48 Batch  718/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.173
Epoch  48 Batch  719/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.914, Loss:  0.186
Epoch  48 Batch  720/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.224
Epoch  48 Batch  721/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.180
Epoch  48 Batch  722/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.165
Epoch  48 Batch  723/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.176
Epoch  48 Batch  724/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.204
Epoch  48 Batch  725/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.170
Epoch  48 Batch  726/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.162
Epoch  48 Batch  727/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.181
Epoch  48 Batch  728/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.195
Epoch  48 Batch  729/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.208
Epoch  48 Batch  730/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.203
Epoch  48 Batch  731/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.188
Epoch  48 Batch  732/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.192
Epoch  48 Batch  733/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.192
Epoch  48 Batch  734/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.206
Epoch  48 Batch  735/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.161
Epoch  48 Batch  736/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.164
Epoch  48 Batch  737/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.197
Epoch  48 Batch  738/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.165
Epoch  48 Batch  739/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.912, Loss:  0.176
Epoch  48 Batch  740/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.177
Epoch  48 Batch  741/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.197
Epoch  48 Batch  742/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.180
Epoch  48 Batch  743/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.915, Loss:  0.180
Epoch  48 Batch  744/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.189
Epoch  48 Batch  745/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.194
Epoch  48 Batch  746/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.907, Loss:  0.191
Epoch  48 Batch  747/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.907, Loss:  0.155
Epoch  48 Batch  748/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.907, Loss:  0.171
Epoch  48 Batch  749/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.914, Loss:  0.194
Epoch  48 Batch  750/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.205
Epoch  48 Batch  751/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.182
Epoch  48 Batch  752/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.172
Epoch  48 Batch  753/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.181
Epoch  48 Batch  754/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.187
Epoch  48 Batch  755/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.197
Epoch  48 Batch  756/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.167
Epoch  48 Batch  757/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.182
Epoch  48 Batch  758/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.161
Epoch  48 Batch  759/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.151
Epoch  48 Batch  760/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.186
Epoch  48 Batch  761/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.192
Epoch  48 Batch  762/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.165
Epoch  48 Batch  763/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.165
Epoch  48 Batch  764/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.178
Epoch  48 Batch  765/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.179
Epoch  48 Batch  766/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.202
Epoch  48 Batch  767/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.186
Epoch  48 Batch  768/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.172
Epoch  48 Batch  769/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.194
Epoch  48 Batch  770/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.925, Loss:  0.170
Epoch  48 Batch  771/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.193
Epoch  48 Batch  772/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.927, Loss:  0.175
Epoch  48 Batch  773/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.929, Loss:  0.166
Epoch  48 Batch  774/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.205
Epoch  48 Batch  775/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.930, Loss:  0.179
Epoch  48 Batch  776/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.166
Epoch  48 Batch  777/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.226
Epoch  48 Batch  778/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.163
Epoch  48 Batch  779/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.184
Epoch  48 Batch  780/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.933, Loss:  0.200
Epoch  48 Batch  781/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.929, Loss:  0.154
Epoch  48 Batch  782/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.186
Epoch  48 Batch  783/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.197
Epoch  48 Batch  784/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.170
Epoch  48 Batch  785/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.161
Epoch  48 Batch  786/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.935, Loss:  0.184
Epoch  48 Batch  787/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.170
Epoch  48 Batch  788/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.175
Epoch  48 Batch  789/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.926, Loss:  0.194
Epoch  48 Batch  790/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.926, Loss:  0.213
Epoch  48 Batch  791/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.208
Epoch  48 Batch  792/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.196
Epoch  48 Batch  793/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.183
Epoch  48 Batch  794/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.182
Epoch  48 Batch  795/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.200
Epoch  48 Batch  796/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.200
Epoch  48 Batch  797/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.162
Epoch  48 Batch  798/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.176
Epoch  48 Batch  799/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.220
Epoch  48 Batch  800/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.910, Loss:  0.175
Epoch  48 Batch  801/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.909, Loss:  0.206
Epoch  48 Batch  802/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.186
Epoch  48 Batch  803/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.905, Loss:  0.192
Epoch  48 Batch  804/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.903, Loss:  0.178
Epoch  48 Batch  805/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.904, Loss:  0.183
Epoch  48 Batch  806/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.906, Loss:  0.167
Epoch  48 Batch  807/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.911, Loss:  0.153
Epoch  48 Batch  808/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.910, Loss:  0.196
Epoch  48 Batch  809/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.203
Epoch  48 Batch  810/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.158
Epoch  48 Batch  811/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.171
Epoch  48 Batch  812/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.192
Epoch  48 Batch  813/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.172
Epoch  48 Batch  814/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.184
Epoch  48 Batch  815/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.169
Epoch  48 Batch  816/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.196
Epoch  48 Batch  817/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.198
Epoch  48 Batch  818/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.190
Epoch  48 Batch  819/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.168
Epoch  48 Batch  820/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.918, Loss:  0.198
Epoch  48 Batch  821/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.189
Epoch  48 Batch  822/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.175
Epoch  48 Batch  823/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.172
Epoch  48 Batch  824/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.182
Epoch  48 Batch  825/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.170
Epoch  48 Batch  826/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.179
Epoch  48 Batch  827/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.191
Epoch  48 Batch  828/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.166
Epoch  48 Batch  829/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.913, Loss:  0.220
Epoch  48 Batch  830/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.197
Epoch  48 Batch  831/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.912, Loss:  0.193
Epoch  48 Batch  832/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.192
Epoch  48 Batch  833/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.183
Epoch  48 Batch  834/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.196
Epoch  48 Batch  835/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.201
Epoch  48 Batch  836/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.922, Loss:  0.191
Epoch  48 Batch  837/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.202
Epoch  48 Batch  838/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.178
Epoch  48 Batch  839/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.160
Epoch  48 Batch  840/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.160
Epoch  48 Batch  841/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.196
Epoch  48 Batch  842/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.150
Epoch  48 Batch  843/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.189
Epoch  48 Batch  844/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.171
Epoch  48 Batch  845/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.158
Epoch  48 Batch  846/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.919, Loss:  0.192
Epoch  48 Batch  847/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.203
Epoch  48 Batch  848/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.181
Epoch  48 Batch  849/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.179
Epoch  48 Batch  850/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.210
Epoch  48 Batch  851/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.211
Epoch  48 Batch  852/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.921, Loss:  0.212
Epoch  48 Batch  853/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.181
Epoch  48 Batch  854/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.194
Epoch  48 Batch  855/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.176
Epoch  48 Batch  856/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.185
Epoch  48 Batch  857/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.166
Epoch  48 Batch  858/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.180
Epoch  48 Batch  859/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.195
Epoch  48 Batch  860/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.178
Epoch  48 Batch  861/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.180
Epoch  48 Batch  862/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.198
Epoch  48 Batch  863/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.164
Epoch  48 Batch  864/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.181
Epoch  48 Batch  865/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.181
Epoch  48 Batch  866/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.184
Epoch  48 Batch  867/1077 - Train Accuracy:  0.863, Validation Accuracy:  0.918, Loss:  0.226
Epoch  48 Batch  868/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.195
Epoch  48 Batch  869/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.184
Epoch  48 Batch  870/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.194
Epoch  48 Batch  871/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.175
Epoch  48 Batch  872/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.921, Loss:  0.187
Epoch  48 Batch  873/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.195
Epoch  48 Batch  874/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.920, Loss:  0.214
Epoch  48 Batch  875/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.200
Epoch  48 Batch  876/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.917, Loss:  0.180
Epoch  48 Batch  877/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.912, Loss:  0.170
Epoch  48 Batch  878/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.181
Epoch  48 Batch  879/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.162
Epoch  48 Batch  880/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.204
Epoch  48 Batch  881/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.183
Epoch  48 Batch  882/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.209
Epoch  48 Batch  883/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.921, Loss:  0.222
Epoch  48 Batch  884/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.922, Loss:  0.189
Epoch  48 Batch  885/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.141
Epoch  48 Batch  886/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.198
Epoch  48 Batch  887/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.915, Loss:  0.212
Epoch  48 Batch  888/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.170
Epoch  48 Batch  889/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.200
Epoch  48 Batch  890/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.172
Epoch  48 Batch  891/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.180
Epoch  48 Batch  892/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.159
Epoch  48 Batch  893/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.199
Epoch  48 Batch  894/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.917, Loss:  0.178
Epoch  48 Batch  895/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.184
Epoch  48 Batch  896/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.202
Epoch  48 Batch  897/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.171
Epoch  48 Batch  898/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.175
Epoch  48 Batch  899/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.189
Epoch  48 Batch  900/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.190
Epoch  48 Batch  901/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.918, Loss:  0.186
Epoch  48 Batch  902/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.922, Loss:  0.197
Epoch  48 Batch  903/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.179
Epoch  48 Batch  904/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.159
Epoch  48 Batch  905/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.178
Epoch  48 Batch  906/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.171
Epoch  48 Batch  907/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.171
Epoch  48 Batch  908/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.197
Epoch  48 Batch  909/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.185
Epoch  48 Batch  910/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.174
Epoch  48 Batch  911/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.181
Epoch  48 Batch  912/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.179
Epoch  48 Batch  913/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.224
Epoch  48 Batch  914/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.218
Epoch  48 Batch  915/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.925, Loss:  0.188
Epoch  48 Batch  916/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.190
Epoch  48 Batch  917/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.176
Epoch  48 Batch  918/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.175
Epoch  48 Batch  919/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.921, Loss:  0.146
Epoch  48 Batch  920/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.205
Epoch  48 Batch  921/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.200
Epoch  48 Batch  922/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.184
Epoch  48 Batch  923/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.171
Epoch  48 Batch  924/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.218
Epoch  48 Batch  925/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.175
Epoch  48 Batch  926/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.209
Epoch  48 Batch  927/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.210
Epoch  48 Batch  928/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.190
Epoch  48 Batch  929/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.909, Loss:  0.198
Epoch  48 Batch  930/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.167
Epoch  48 Batch  931/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.175
Epoch  48 Batch  932/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.184
Epoch  48 Batch  933/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.176
Epoch  48 Batch  934/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.195
Epoch  48 Batch  935/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.190
Epoch  48 Batch  936/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.211
Epoch  48 Batch  937/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.208
Epoch  48 Batch  938/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.201
Epoch  48 Batch  939/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.243
Epoch  48 Batch  940/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.173
Epoch  48 Batch  941/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.171
Epoch  48 Batch  942/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.189
Epoch  48 Batch  943/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.178
Epoch  48 Batch  944/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.924, Loss:  0.153
Epoch  48 Batch  945/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.924, Loss:  0.182
Epoch  48 Batch  946/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.925, Loss:  0.175
Epoch  48 Batch  947/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.926, Loss:  0.208
Epoch  48 Batch  948/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.185
Epoch  48 Batch  949/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.155
Epoch  48 Batch  950/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.174
Epoch  48 Batch  951/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.186
Epoch  48 Batch  952/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.163
Epoch  48 Batch  953/1077 - Train Accuracy:  0.968, Validation Accuracy:  0.921, Loss:  0.165
Epoch  48 Batch  954/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.190
Epoch  48 Batch  955/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.192
Epoch  48 Batch  956/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.203
Epoch  48 Batch  957/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.170
Epoch  48 Batch  958/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.178
Epoch  48 Batch  959/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.920, Loss:  0.168
Epoch  48 Batch  960/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.172
Epoch  48 Batch  961/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.178
Epoch  48 Batch  962/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.180
Epoch  48 Batch  963/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.212
Epoch  48 Batch  964/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.168
Epoch  48 Batch  965/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.924, Loss:  0.211
Epoch  48 Batch  966/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.168
Epoch  48 Batch  967/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.170
Epoch  48 Batch  968/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.915, Loss:  0.206
Epoch  48 Batch  969/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.225
Epoch  48 Batch  970/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.202
Epoch  48 Batch  971/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.182
Epoch  48 Batch  972/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.175
Epoch  48 Batch  973/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.911, Loss:  0.160
Epoch  48 Batch  974/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.171
Epoch  48 Batch  975/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.183
Epoch  48 Batch  976/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.168
Epoch  48 Batch  977/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.151
Epoch  48 Batch  978/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.197
Epoch  48 Batch  979/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.905, Loss:  0.190
Epoch  48 Batch  980/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.906, Loss:  0.189
Epoch  48 Batch  981/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.188
Epoch  48 Batch  982/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.906, Loss:  0.176
Epoch  48 Batch  983/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.193
Epoch  48 Batch  984/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.194
Epoch  48 Batch  985/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.909, Loss:  0.159
Epoch  48 Batch  986/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.908, Loss:  0.193
Epoch  48 Batch  987/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.192
Epoch  48 Batch  988/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.198
Epoch  48 Batch  989/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.196
Epoch  48 Batch  990/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.214
Epoch  48 Batch  991/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.180
Epoch  48 Batch  992/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.183
Epoch  48 Batch  993/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.912, Loss:  0.171
Epoch  48 Batch  994/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.196
Epoch  48 Batch  995/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.907, Loss:  0.188
Epoch  48 Batch  996/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.188
Epoch  48 Batch  997/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.180
Epoch  48 Batch  998/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.908, Loss:  0.165
Epoch  48 Batch  999/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.182
Epoch  48 Batch 1000/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.170
Epoch  48 Batch 1001/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.174
Epoch  48 Batch 1002/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.153
Epoch  48 Batch 1003/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.173
Epoch  48 Batch 1004/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.194
Epoch  48 Batch 1005/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.201
Epoch  48 Batch 1006/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.162
Epoch  48 Batch 1007/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.185
Epoch  48 Batch 1008/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.210
Epoch  48 Batch 1009/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.168
Epoch  48 Batch 1010/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.919, Loss:  0.186
Epoch  48 Batch 1011/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.194
Epoch  48 Batch 1012/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.162
Epoch  48 Batch 1013/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.170
Epoch  48 Batch 1014/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.194
Epoch  48 Batch 1015/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.204
Epoch  48 Batch 1016/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.914, Loss:  0.191
Epoch  48 Batch 1017/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.192
Epoch  48 Batch 1018/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.911, Loss:  0.202
Epoch  48 Batch 1019/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.210
Epoch  48 Batch 1020/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.915, Loss:  0.167
Epoch  48 Batch 1021/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.172
Epoch  48 Batch 1022/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.167
Epoch  48 Batch 1023/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.164
Epoch  48 Batch 1024/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.917, Loss:  0.203
Epoch  48 Batch 1025/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.201
Epoch  48 Batch 1026/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.183
Epoch  48 Batch 1027/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.909, Loss:  0.222
Epoch  48 Batch 1028/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.175
Epoch  48 Batch 1029/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.908, Loss:  0.197
Epoch  48 Batch 1030/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.202
Epoch  48 Batch 1031/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.196
Epoch  48 Batch 1032/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.898, Loss:  0.216
Epoch  48 Batch 1033/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.898, Loss:  0.181
Epoch  48 Batch 1034/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.898, Loss:  0.187
Epoch  48 Batch 1035/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.899, Loss:  0.142
Epoch  48 Batch 1036/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.900, Loss:  0.218
Epoch  48 Batch 1037/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.900, Loss:  0.200
Epoch  48 Batch 1038/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.900, Loss:  0.198
Epoch  48 Batch 1039/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.895, Loss:  0.180
Epoch  48 Batch 1040/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.899, Loss:  0.213
Epoch  48 Batch 1041/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.185
Epoch  48 Batch 1042/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.904, Loss:  0.164
Epoch  48 Batch 1043/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.898, Loss:  0.203
Epoch  48 Batch 1044/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.908, Loss:  0.199
Epoch  48 Batch 1045/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.183
Epoch  48 Batch 1046/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.910, Loss:  0.179
Epoch  48 Batch 1047/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.175
Epoch  48 Batch 1048/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.171
Epoch  48 Batch 1049/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.198
Epoch  48 Batch 1050/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.201
Epoch  48 Batch 1051/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.192
Epoch  48 Batch 1052/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.173
Epoch  48 Batch 1053/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.199
Epoch  48 Batch 1054/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.179
Epoch  48 Batch 1055/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.187
Epoch  48 Batch 1056/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.189
Epoch  48 Batch 1057/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.922, Loss:  0.190
Epoch  48 Batch 1058/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.208
Epoch  48 Batch 1059/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.921, Loss:  0.216
Epoch  48 Batch 1060/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.156
Epoch  48 Batch 1061/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.921, Loss:  0.206
Epoch  48 Batch 1062/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.200
Epoch  48 Batch 1063/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.917, Loss:  0.192
Epoch  48 Batch 1064/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.175
Epoch  48 Batch 1065/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.172
Epoch  48 Batch 1066/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.172
Epoch  48 Batch 1067/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.215
Epoch  48 Batch 1068/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.184
Epoch  48 Batch 1069/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.157
Epoch  48 Batch 1070/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.173
Epoch  48 Batch 1071/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.185
Epoch  48 Batch 1072/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.193
Epoch  48 Batch 1073/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.198
Epoch  48 Batch 1074/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.215
Epoch  48 Batch 1075/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.913, Loss:  0.216
Epoch  49 Batch    0/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.151
Epoch  49 Batch    1/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.184
Epoch  49 Batch    2/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.925, Loss:  0.166
Epoch  49 Batch    3/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.189
Epoch  49 Batch    4/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.171
Epoch  49 Batch    5/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.206
Epoch  49 Batch    6/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.177
Epoch  49 Batch    7/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.162
Epoch  49 Batch    8/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.174
Epoch  49 Batch    9/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.164
Epoch  49 Batch   10/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.192
Epoch  49 Batch   11/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.189
Epoch  49 Batch   12/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.186
Epoch  49 Batch   13/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.220
Epoch  49 Batch   14/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.154
Epoch  49 Batch   15/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.170
Epoch  49 Batch   16/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.175
Epoch  49 Batch   17/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.906, Loss:  0.174
Epoch  49 Batch   18/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.208
Epoch  49 Batch   19/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.200
Epoch  49 Batch   20/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.156
Epoch  49 Batch   21/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.203
Epoch  49 Batch   22/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.909, Loss:  0.185
Epoch  49 Batch   23/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.188
Epoch  49 Batch   24/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.187
Epoch  49 Batch   25/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.908, Loss:  0.158
Epoch  49 Batch   26/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.199
Epoch  49 Batch   27/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.173
Epoch  49 Batch   28/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.914, Loss:  0.184
Epoch  49 Batch   29/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.179
Epoch  49 Batch   30/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.178
Epoch  49 Batch   31/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.176
Epoch  49 Batch   32/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.165
Epoch  49 Batch   33/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.908, Loss:  0.162
Epoch  49 Batch   34/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.189
Epoch  49 Batch   35/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.912, Loss:  0.174
Epoch  49 Batch   36/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.182
Epoch  49 Batch   37/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.174
Epoch  49 Batch   38/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.213
Epoch  49 Batch   39/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.229
Epoch  49 Batch   40/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.177
Epoch  49 Batch   41/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.909, Loss:  0.174
Epoch  49 Batch   42/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.910, Loss:  0.204
Epoch  49 Batch   43/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.151
Epoch  49 Batch   44/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.201
Epoch  49 Batch   45/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.915, Loss:  0.184
Epoch  49 Batch   46/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.916, Loss:  0.204
Epoch  49 Batch   47/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.911, Loss:  0.174
Epoch  49 Batch   48/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.911, Loss:  0.212
Epoch  49 Batch   49/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.206
Epoch  49 Batch   50/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.917, Loss:  0.176
Epoch  49 Batch   51/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.175
Epoch  49 Batch   52/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.176
Epoch  49 Batch   53/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.200
Epoch  49 Batch   54/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.227
Epoch  49 Batch   55/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.170
Epoch  49 Batch   56/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.163
Epoch  49 Batch   57/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.169
Epoch  49 Batch   58/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.171
Epoch  49 Batch   59/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.910, Loss:  0.179
Epoch  49 Batch   60/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.167
Epoch  49 Batch   61/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.189
Epoch  49 Batch   62/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.913, Loss:  0.185
Epoch  49 Batch   63/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.913, Loss:  0.162
Epoch  49 Batch   64/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.182
Epoch  49 Batch   65/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.909, Loss:  0.181
Epoch  49 Batch   66/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.152
Epoch  49 Batch   67/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.170
Epoch  49 Batch   68/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.191
Epoch  49 Batch   69/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.208
Epoch  49 Batch   70/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.197
Epoch  49 Batch   71/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.905, Loss:  0.159
Epoch  49 Batch   72/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.903, Loss:  0.175
Epoch  49 Batch   73/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.186
Epoch  49 Batch   74/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.154
Epoch  49 Batch   75/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.907, Loss:  0.229
Epoch  49 Batch   76/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.156
Epoch  49 Batch   77/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.195
Epoch  49 Batch   78/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.172
Epoch  49 Batch   79/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.191
Epoch  49 Batch   80/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.163
Epoch  49 Batch   81/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.165
Epoch  49 Batch   82/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.164
Epoch  49 Batch   83/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.191
Epoch  49 Batch   84/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.182
Epoch  49 Batch   85/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.159
Epoch  49 Batch   86/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.187
Epoch  49 Batch   87/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.221
Epoch  49 Batch   88/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.915, Loss:  0.233
Epoch  49 Batch   89/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.195
Epoch  49 Batch   90/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.175
Epoch  49 Batch   91/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.918, Loss:  0.155
Epoch  49 Batch   92/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.186
Epoch  49 Batch   93/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.173
Epoch  49 Batch   94/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.160
Epoch  49 Batch   95/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.193
Epoch  49 Batch   96/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.919, Loss:  0.184
Epoch  49 Batch   97/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.920, Loss:  0.185
Epoch  49 Batch   98/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.179
Epoch  49 Batch   99/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.199
Epoch  49 Batch  100/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.168
Epoch  49 Batch  101/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.925, Loss:  0.169
Epoch  49 Batch  102/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.163
Epoch  49 Batch  103/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.198
Epoch  49 Batch  104/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.177
Epoch  49 Batch  105/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.184
Epoch  49 Batch  106/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.200
Epoch  49 Batch  107/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.909, Loss:  0.204
Epoch  49 Batch  108/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.899, Loss:  0.167
Epoch  49 Batch  109/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.899, Loss:  0.167
Epoch  49 Batch  110/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.899, Loss:  0.156
Epoch  49 Batch  111/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.899, Loss:  0.183
Epoch  49 Batch  112/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.903, Loss:  0.158
Epoch  49 Batch  113/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.902, Loss:  0.206
Epoch  49 Batch  114/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.162
Epoch  49 Batch  115/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.184
Epoch  49 Batch  116/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.913, Loss:  0.203
Epoch  49 Batch  117/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.928, Loss:  0.189
Epoch  49 Batch  118/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.921, Loss:  0.190
Epoch  49 Batch  119/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.187
Epoch  49 Batch  120/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.919, Loss:  0.217
Epoch  49 Batch  121/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.910, Loss:  0.186
Epoch  49 Batch  122/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.915, Loss:  0.178
Epoch  49 Batch  123/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.158
Epoch  49 Batch  124/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.189
Epoch  49 Batch  125/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.180
Epoch  49 Batch  126/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.160
Epoch  49 Batch  127/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.180
Epoch  49 Batch  128/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.910, Loss:  0.180
Epoch  49 Batch  129/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.909, Loss:  0.190
Epoch  49 Batch  130/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.910, Loss:  0.166
Epoch  49 Batch  131/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.166
Epoch  49 Batch  132/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.190
Epoch  49 Batch  133/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.177
Epoch  49 Batch  134/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.173
Epoch  49 Batch  135/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.180
Epoch  49 Batch  136/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.170
Epoch  49 Batch  137/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.158
Epoch  49 Batch  138/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.168
Epoch  49 Batch  139/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.188
Epoch  49 Batch  140/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.186
Epoch  49 Batch  141/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.162
Epoch  49 Batch  142/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.168
Epoch  49 Batch  143/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.925, Loss:  0.190
Epoch  49 Batch  144/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.222
Epoch  49 Batch  145/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.191
Epoch  49 Batch  146/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.222
Epoch  49 Batch  147/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.202
Epoch  49 Batch  148/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.184
Epoch  49 Batch  149/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.180
Epoch  49 Batch  150/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.188
Epoch  49 Batch  151/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.160
Epoch  49 Batch  152/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.202
Epoch  49 Batch  153/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.215
Epoch  49 Batch  154/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.185
Epoch  49 Batch  155/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.180
Epoch  49 Batch  156/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.165
Epoch  49 Batch  157/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.178
Epoch  49 Batch  158/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.187
Epoch  49 Batch  159/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.169
Epoch  49 Batch  160/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.168
Epoch  49 Batch  161/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.187
Epoch  49 Batch  162/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.205
Epoch  49 Batch  163/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.226
Epoch  49 Batch  164/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.178
Epoch  49 Batch  165/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.172
Epoch  49 Batch  166/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.202
Epoch  49 Batch  167/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.923, Loss:  0.168
Epoch  49 Batch  168/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.190
Epoch  49 Batch  169/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.172
Epoch  49 Batch  170/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.183
Epoch  49 Batch  171/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.175
Epoch  49 Batch  172/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.163
Epoch  49 Batch  173/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.181
Epoch  49 Batch  174/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.156
Epoch  49 Batch  175/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.171
Epoch  49 Batch  176/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.184
Epoch  49 Batch  177/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.916, Loss:  0.198
Epoch  49 Batch  178/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.164
Epoch  49 Batch  179/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.205
Epoch  49 Batch  180/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.170
Epoch  49 Batch  181/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.199
Epoch  49 Batch  182/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.919, Loss:  0.202
Epoch  49 Batch  183/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.919, Loss:  0.192
Epoch  49 Batch  184/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.173
Epoch  49 Batch  185/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.198
Epoch  49 Batch  186/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.199
Epoch  49 Batch  187/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.154
Epoch  49 Batch  188/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.926, Loss:  0.211
Epoch  49 Batch  189/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.156
Epoch  49 Batch  190/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.166
Epoch  49 Batch  191/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.153
Epoch  49 Batch  192/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.182
Epoch  49 Batch  193/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.188
Epoch  49 Batch  194/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.159
Epoch  49 Batch  195/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.174
Epoch  49 Batch  196/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.176
Epoch  49 Batch  197/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.171
Epoch  49 Batch  198/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.177
Epoch  49 Batch  199/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.159
Epoch  49 Batch  200/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.186
Epoch  49 Batch  201/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.148
Epoch  49 Batch  202/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.188
Epoch  49 Batch  203/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.181
Epoch  49 Batch  204/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.917, Loss:  0.214
Epoch  49 Batch  205/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.916, Loss:  0.200
Epoch  49 Batch  206/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.166
Epoch  49 Batch  207/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.177
Epoch  49 Batch  208/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.204
Epoch  49 Batch  209/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.915, Loss:  0.156
Epoch  49 Batch  210/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.188
Epoch  49 Batch  211/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.186
Epoch  49 Batch  212/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.160
Epoch  49 Batch  213/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.916, Loss:  0.148
Epoch  49 Batch  214/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.174
Epoch  49 Batch  215/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.916, Loss:  0.191
Epoch  49 Batch  216/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.177
Epoch  49 Batch  217/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.163
Epoch  49 Batch  218/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.198
Epoch  49 Batch  219/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.162
Epoch  49 Batch  220/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.180
Epoch  49 Batch  221/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.178
Epoch  49 Batch  222/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.178
Epoch  49 Batch  223/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.917, Loss:  0.157
Epoch  49 Batch  224/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.180
Epoch  49 Batch  225/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.177
Epoch  49 Batch  226/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.175
Epoch  49 Batch  227/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.917, Loss:  0.220
Epoch  49 Batch  228/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.162
Epoch  49 Batch  229/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.180
Epoch  49 Batch  230/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.164
Epoch  49 Batch  231/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.205
Epoch  49 Batch  232/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.913, Loss:  0.177
Epoch  49 Batch  233/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.208
Epoch  49 Batch  234/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.206
Epoch  49 Batch  235/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.919, Loss:  0.171
Epoch  49 Batch  236/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.210
Epoch  49 Batch  237/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.147
Epoch  49 Batch  238/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.185
Epoch  49 Batch  239/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.144
Epoch  49 Batch  240/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.918, Loss:  0.158
Epoch  49 Batch  241/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.149
Epoch  49 Batch  242/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.170
Epoch  49 Batch  243/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.169
Epoch  49 Batch  244/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.180
Epoch  49 Batch  245/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.173
Epoch  49 Batch  246/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.186
Epoch  49 Batch  247/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.187
Epoch  49 Batch  248/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.170
Epoch  49 Batch  249/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.172
Epoch  49 Batch  250/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.162
Epoch  49 Batch  251/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.189
Epoch  49 Batch  252/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.184
Epoch  49 Batch  253/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.171
Epoch  49 Batch  254/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.194
Epoch  49 Batch  255/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.193
Epoch  49 Batch  256/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.217
Epoch  49 Batch  257/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.180
Epoch  49 Batch  258/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.179
Epoch  49 Batch  259/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.170
Epoch  49 Batch  260/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.163
Epoch  49 Batch  261/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.919, Loss:  0.187
Epoch  49 Batch  262/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.171
Epoch  49 Batch  263/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.917, Loss:  0.171
Epoch  49 Batch  264/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.199
Epoch  49 Batch  265/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.169
Epoch  49 Batch  266/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.178
Epoch  49 Batch  267/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.158
Epoch  49 Batch  268/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.923, Loss:  0.181
Epoch  49 Batch  269/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.923, Loss:  0.214
Epoch  49 Batch  270/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.197
Epoch  49 Batch  271/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.180
Epoch  49 Batch  272/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.244
Epoch  49 Batch  273/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.179
Epoch  49 Batch  274/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.185
Epoch  49 Batch  275/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.904, Loss:  0.167
Epoch  49 Batch  276/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.220
Epoch  49 Batch  277/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.906, Loss:  0.162
Epoch  49 Batch  278/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.905, Loss:  0.191
Epoch  49 Batch  279/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.901, Loss:  0.201
Epoch  49 Batch  280/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.900, Loss:  0.194
Epoch  49 Batch  281/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.900, Loss:  0.181
Epoch  49 Batch  282/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.900, Loss:  0.221
Epoch  49 Batch  283/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.900, Loss:  0.207
Epoch  49 Batch  284/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.900, Loss:  0.195
Epoch  49 Batch  285/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.898, Loss:  0.168
Epoch  49 Batch  286/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.898, Loss:  0.169
Epoch  49 Batch  287/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.903, Loss:  0.182
Epoch  49 Batch  288/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.192
Epoch  49 Batch  289/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.179
Epoch  49 Batch  290/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.192
Epoch  49 Batch  291/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.203
Epoch  49 Batch  292/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.168
Epoch  49 Batch  293/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.928, Loss:  0.181
Epoch  49 Batch  294/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.178
Epoch  49 Batch  295/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.202
Epoch  49 Batch  296/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.170
Epoch  49 Batch  297/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.922, Loss:  0.208
Epoch  49 Batch  298/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.199
Epoch  49 Batch  299/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.176
Epoch  49 Batch  300/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.922, Loss:  0.157
Epoch  49 Batch  301/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.157
Epoch  49 Batch  302/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.932, Loss:  0.182
Epoch  49 Batch  303/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.933, Loss:  0.201
Epoch  49 Batch  304/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.178
Epoch  49 Batch  305/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.184
Epoch  49 Batch  306/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.177
Epoch  49 Batch  307/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.161
Epoch  49 Batch  308/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.204
Epoch  49 Batch  309/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.161
Epoch  49 Batch  310/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.183
Epoch  49 Batch  311/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.159
Epoch  49 Batch  312/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.920, Loss:  0.196
Epoch  49 Batch  313/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.173
Epoch  49 Batch  314/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.187
Epoch  49 Batch  315/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.921, Loss:  0.166
Epoch  49 Batch  316/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.160
Epoch  49 Batch  317/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.926, Loss:  0.210
Epoch  49 Batch  318/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.178
Epoch  49 Batch  319/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.920, Loss:  0.191
Epoch  49 Batch  320/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.181
Epoch  49 Batch  321/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.919, Loss:  0.179
Epoch  49 Batch  322/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.919, Loss:  0.171
Epoch  49 Batch  323/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.200
Epoch  49 Batch  324/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.919, Loss:  0.173
Epoch  49 Batch  325/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.169
Epoch  49 Batch  326/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.169
Epoch  49 Batch  327/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.194
Epoch  49 Batch  328/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.210
Epoch  49 Batch  329/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.924, Loss:  0.196
Epoch  49 Batch  330/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.184
Epoch  49 Batch  331/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.182
Epoch  49 Batch  332/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.151
Epoch  49 Batch  333/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.180
Epoch  49 Batch  334/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.186
Epoch  49 Batch  335/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.185
Epoch  49 Batch  336/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.223
Epoch  49 Batch  337/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.922, Loss:  0.200
Epoch  49 Batch  338/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.929, Loss:  0.196
Epoch  49 Batch  339/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.181
Epoch  49 Batch  340/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.177
Epoch  49 Batch  341/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.235
Epoch  49 Batch  342/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.174
Epoch  49 Batch  343/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.181
Epoch  49 Batch  344/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.929, Loss:  0.182
Epoch  49 Batch  345/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.187
Epoch  49 Batch  346/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.184
Epoch  49 Batch  347/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.919, Loss:  0.160
Epoch  49 Batch  348/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.161
Epoch  49 Batch  349/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.166
Epoch  49 Batch  350/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.216
Epoch  49 Batch  351/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.194
Epoch  49 Batch  352/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.185
Epoch  49 Batch  353/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.200
Epoch  49 Batch  354/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.199
Epoch  49 Batch  355/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.187
Epoch  49 Batch  356/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.187
Epoch  49 Batch  357/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.908, Loss:  0.173
Epoch  49 Batch  358/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.913, Loss:  0.190
Epoch  49 Batch  359/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.180
Epoch  49 Batch  360/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.166
Epoch  49 Batch  361/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.183
Epoch  49 Batch  362/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.179
Epoch  49 Batch  363/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.915, Loss:  0.217
Epoch  49 Batch  364/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.201
Epoch  49 Batch  365/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.164
Epoch  49 Batch  366/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.166
Epoch  49 Batch  367/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.157
Epoch  49 Batch  368/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.914, Loss:  0.182
Epoch  49 Batch  369/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.174
Epoch  49 Batch  370/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.915, Loss:  0.185
Epoch  49 Batch  371/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.182
Epoch  49 Batch  372/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.912, Loss:  0.167
Epoch  49 Batch  373/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.157
Epoch  49 Batch  374/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.912, Loss:  0.203
Epoch  49 Batch  375/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.181
Epoch  49 Batch  376/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.170
Epoch  49 Batch  377/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.196
Epoch  49 Batch  378/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.150
Epoch  49 Batch  379/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.921, Loss:  0.210
Epoch  49 Batch  380/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.170
Epoch  49 Batch  381/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.916, Loss:  0.202
Epoch  49 Batch  382/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.208
Epoch  49 Batch  383/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.171
Epoch  49 Batch  384/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.174
Epoch  49 Batch  385/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.188
Epoch  49 Batch  386/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.183
Epoch  49 Batch  387/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.175
Epoch  49 Batch  388/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.177
Epoch  49 Batch  389/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.191
Epoch  49 Batch  390/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.926, Loss:  0.219
Epoch  49 Batch  391/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.929, Loss:  0.183
Epoch  49 Batch  392/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.188
Epoch  49 Batch  393/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.932, Loss:  0.164
Epoch  49 Batch  394/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.179
Epoch  49 Batch  395/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.170
Epoch  49 Batch  396/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.190
Epoch  49 Batch  397/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.179
Epoch  49 Batch  398/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.909, Loss:  0.202
Epoch  49 Batch  399/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.909, Loss:  0.185
Epoch  49 Batch  400/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.202
Epoch  49 Batch  401/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.163
Epoch  49 Batch  402/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.155
Epoch  49 Batch  403/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.910, Loss:  0.211
Epoch  49 Batch  404/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.169
Epoch  49 Batch  405/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.914, Loss:  0.194
Epoch  49 Batch  406/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.919, Loss:  0.154
Epoch  49 Batch  407/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.217
Epoch  49 Batch  408/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.193
Epoch  49 Batch  409/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.201
Epoch  49 Batch  410/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.199
Epoch  49 Batch  411/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.194
Epoch  49 Batch  412/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.928, Loss:  0.162
Epoch  49 Batch  413/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.161
Epoch  49 Batch  414/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.927, Loss:  0.207
Epoch  49 Batch  415/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.173
Epoch  49 Batch  416/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.177
Epoch  49 Batch  417/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.927, Loss:  0.213
Epoch  49 Batch  418/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.174
Epoch  49 Batch  419/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.194
Epoch  49 Batch  420/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.167
Epoch  49 Batch  421/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.206
Epoch  49 Batch  422/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.165
Epoch  49 Batch  423/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.184
Epoch  49 Batch  424/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.918, Loss:  0.195
Epoch  49 Batch  425/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.168
Epoch  49 Batch  426/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.212
Epoch  49 Batch  427/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.184
Epoch  49 Batch  428/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.920, Loss:  0.182
Epoch  49 Batch  429/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.163
Epoch  49 Batch  430/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.175
Epoch  49 Batch  431/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.156
Epoch  49 Batch  432/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.178
Epoch  49 Batch  433/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.922, Loss:  0.183
Epoch  49 Batch  434/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.194
Epoch  49 Batch  435/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.915, Loss:  0.197
Epoch  49 Batch  436/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.174
Epoch  49 Batch  437/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.169
Epoch  49 Batch  438/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.177
Epoch  49 Batch  439/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.187
Epoch  49 Batch  440/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.193
Epoch  49 Batch  441/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.180
Epoch  49 Batch  442/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.180
Epoch  49 Batch  443/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.915, Loss:  0.172
Epoch  49 Batch  444/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.163
Epoch  49 Batch  445/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.912, Loss:  0.177
Epoch  49 Batch  446/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.911, Loss:  0.155
Epoch  49 Batch  447/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.907, Loss:  0.183
Epoch  49 Batch  448/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.907, Loss:  0.216
Epoch  49 Batch  449/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.199
Epoch  49 Batch  450/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.196
Epoch  49 Batch  451/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.903, Loss:  0.155
Epoch  49 Batch  452/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.902, Loss:  0.198
Epoch  49 Batch  453/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.902, Loss:  0.166
Epoch  49 Batch  454/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.902, Loss:  0.198
Epoch  49 Batch  455/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.908, Loss:  0.186
Epoch  49 Batch  456/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.178
Epoch  49 Batch  457/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.163
Epoch  49 Batch  458/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.181
Epoch  49 Batch  459/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.171
Epoch  49 Batch  460/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.180
Epoch  49 Batch  461/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.921, Loss:  0.174
Epoch  49 Batch  462/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.180
Epoch  49 Batch  463/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.187
Epoch  49 Batch  464/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.181
Epoch  49 Batch  465/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.196
Epoch  49 Batch  466/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.165
Epoch  49 Batch  467/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.175
Epoch  49 Batch  468/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.191
Epoch  49 Batch  469/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.166
Epoch  49 Batch  470/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.169
Epoch  49 Batch  471/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.919, Loss:  0.158
Epoch  49 Batch  472/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.158
Epoch  49 Batch  473/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.200
Epoch  49 Batch  474/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.199
Epoch  49 Batch  475/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.172
Epoch  49 Batch  476/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.163
Epoch  49 Batch  477/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.168
Epoch  49 Batch  478/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.182
Epoch  49 Batch  479/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.202
Epoch  49 Batch  480/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.165
Epoch  49 Batch  481/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.934, Loss:  0.182
Epoch  49 Batch  482/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.930, Loss:  0.210
Epoch  49 Batch  483/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.930, Loss:  0.192
Epoch  49 Batch  484/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.930, Loss:  0.186
Epoch  49 Batch  485/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.174
Epoch  49 Batch  486/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.167
Epoch  49 Batch  487/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.930, Loss:  0.175
Epoch  49 Batch  488/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.934, Loss:  0.172
Epoch  49 Batch  489/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.935, Loss:  0.180
Epoch  49 Batch  490/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.187
Epoch  49 Batch  491/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.207
Epoch  49 Batch  492/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.208
Epoch  49 Batch  493/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.164
Epoch  49 Batch  494/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.162
Epoch  49 Batch  495/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.926, Loss:  0.168
Epoch  49 Batch  496/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.188
Epoch  49 Batch  497/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.199
Epoch  49 Batch  498/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.185
Epoch  49 Batch  499/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.150
Epoch  49 Batch  500/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.161
Epoch  49 Batch  501/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.180
Epoch  49 Batch  502/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.922, Loss:  0.175
Epoch  49 Batch  503/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.190
Epoch  49 Batch  504/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.172
Epoch  49 Batch  505/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.916, Loss:  0.145
Epoch  49 Batch  506/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.180
Epoch  49 Batch  507/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.919, Loss:  0.169
Epoch  49 Batch  508/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.188
Epoch  49 Batch  509/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.919, Loss:  0.210
Epoch  49 Batch  510/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.175
Epoch  49 Batch  511/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.186
Epoch  49 Batch  512/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.919, Loss:  0.171
Epoch  49 Batch  513/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.179
Epoch  49 Batch  514/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.172
Epoch  49 Batch  515/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.180
Epoch  49 Batch  516/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.168
Epoch  49 Batch  517/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.172
Epoch  49 Batch  518/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.168
Epoch  49 Batch  519/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.177
Epoch  49 Batch  520/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.915, Loss:  0.172
Epoch  49 Batch  521/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.915, Loss:  0.173
Epoch  49 Batch  522/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.916, Loss:  0.186
Epoch  49 Batch  523/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.179
Epoch  49 Batch  524/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.186
Epoch  49 Batch  525/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.191
Epoch  49 Batch  526/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.911, Loss:  0.152
Epoch  49 Batch  527/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.187
Epoch  49 Batch  528/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.161
Epoch  49 Batch  529/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.198
Epoch  49 Batch  530/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.172
Epoch  49 Batch  531/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.182
Epoch  49 Batch  532/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.919, Loss:  0.201
Epoch  49 Batch  533/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.200
Epoch  49 Batch  534/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.185
Epoch  49 Batch  535/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.175
Epoch  49 Batch  536/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.162
Epoch  49 Batch  537/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.187
Epoch  49 Batch  538/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.167
Epoch  49 Batch  539/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.194
Epoch  49 Batch  540/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.172
Epoch  49 Batch  541/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.170
Epoch  49 Batch  542/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.169
Epoch  49 Batch  543/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.189
Epoch  49 Batch  544/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.150
Epoch  49 Batch  545/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.212
Epoch  49 Batch  546/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.197
Epoch  49 Batch  547/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.185
Epoch  49 Batch  548/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.203
Epoch  49 Batch  549/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.907, Loss:  0.189
Epoch  49 Batch  550/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.183
Epoch  49 Batch  551/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.197
Epoch  49 Batch  552/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.198
Epoch  49 Batch  553/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.218
Epoch  49 Batch  554/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.191
Epoch  49 Batch  555/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.173
Epoch  49 Batch  556/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.173
Epoch  49 Batch  557/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.169
Epoch  49 Batch  558/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.183
Epoch  49 Batch  559/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.189
Epoch  49 Batch  560/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.166
Epoch  49 Batch  561/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.168
Epoch  49 Batch  562/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.176
Epoch  49 Batch  563/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.200
Epoch  49 Batch  564/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.196
Epoch  49 Batch  565/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.207
Epoch  49 Batch  566/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.210
Epoch  49 Batch  567/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.914, Loss:  0.182
Epoch  49 Batch  568/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.200
Epoch  49 Batch  569/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.183
Epoch  49 Batch  570/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.206
Epoch  49 Batch  571/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.157
Epoch  49 Batch  572/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.145
Epoch  49 Batch  573/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.213
Epoch  49 Batch  574/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.213
Epoch  49 Batch  575/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.181
Epoch  49 Batch  576/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.912, Loss:  0.174
Epoch  49 Batch  577/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.189
Epoch  49 Batch  578/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.214
Epoch  49 Batch  579/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.158
Epoch  49 Batch  580/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.161
Epoch  49 Batch  581/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.917, Loss:  0.160
Epoch  49 Batch  582/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.909, Loss:  0.189
Epoch  49 Batch  583/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.196
Epoch  49 Batch  584/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.906, Loss:  0.195
Epoch  49 Batch  585/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.173
Epoch  49 Batch  586/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.910, Loss:  0.193
Epoch  49 Batch  587/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.906, Loss:  0.178
Epoch  49 Batch  588/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.906, Loss:  0.186
Epoch  49 Batch  589/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.912, Loss:  0.189
Epoch  49 Batch  590/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.181
Epoch  49 Batch  591/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.176
Epoch  49 Batch  592/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.197
Epoch  49 Batch  593/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.199
Epoch  49 Batch  594/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.176
Epoch  49 Batch  595/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.192
Epoch  49 Batch  596/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.194
Epoch  49 Batch  597/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.171
Epoch  49 Batch  598/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.168
Epoch  49 Batch  599/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.219
Epoch  49 Batch  600/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.168
Epoch  49 Batch  601/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.913, Loss:  0.199
Epoch  49 Batch  602/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.913, Loss:  0.204
Epoch  49 Batch  603/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.188
Epoch  49 Batch  604/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.197
Epoch  49 Batch  605/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.208
Epoch  49 Batch  606/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.143
Epoch  49 Batch  607/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.915, Loss:  0.188
Epoch  49 Batch  608/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.190
Epoch  49 Batch  609/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.915, Loss:  0.190
Epoch  49 Batch  610/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.196
Epoch  49 Batch  611/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.186
Epoch  49 Batch  612/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.144
Epoch  49 Batch  613/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.209
Epoch  49 Batch  614/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.176
Epoch  49 Batch  615/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.172
Epoch  49 Batch  616/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.200
Epoch  49 Batch  617/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.182
Epoch  49 Batch  618/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.161
Epoch  49 Batch  619/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.924, Loss:  0.171
Epoch  49 Batch  620/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.164
Epoch  49 Batch  621/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.922, Loss:  0.187
Epoch  49 Batch  622/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.202
Epoch  49 Batch  623/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.922, Loss:  0.186
Epoch  49 Batch  624/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.177
Epoch  49 Batch  625/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.174
Epoch  49 Batch  626/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.156
Epoch  49 Batch  627/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.184
Epoch  49 Batch  628/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.207
Epoch  49 Batch  629/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.923, Loss:  0.190
Epoch  49 Batch  630/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.183
Epoch  49 Batch  631/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.192
Epoch  49 Batch  632/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.173
Epoch  49 Batch  633/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.187
Epoch  49 Batch  634/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.912, Loss:  0.170
Epoch  49 Batch  635/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.197
Epoch  49 Batch  636/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.164
Epoch  49 Batch  637/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.186
Epoch  49 Batch  638/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.179
Epoch  49 Batch  639/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.197
Epoch  49 Batch  640/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.913, Loss:  0.166
Epoch  49 Batch  641/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.173
Epoch  49 Batch  642/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.907, Loss:  0.176
Epoch  49 Batch  643/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.907, Loss:  0.154
Epoch  49 Batch  644/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.182
Epoch  49 Batch  645/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.176
Epoch  49 Batch  646/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.174
Epoch  49 Batch  647/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.189
Epoch  49 Batch  648/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.159
Epoch  49 Batch  649/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.174
Epoch  49 Batch  650/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.917, Loss:  0.187
Epoch  49 Batch  651/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.186
Epoch  49 Batch  652/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.197
Epoch  49 Batch  653/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.191
Epoch  49 Batch  654/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.173
Epoch  49 Batch  655/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.191
Epoch  49 Batch  656/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.168
Epoch  49 Batch  657/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.173
Epoch  49 Batch  658/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.904, Loss:  0.166
Epoch  49 Batch  659/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.193
Epoch  49 Batch  660/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.905, Loss:  0.174
Epoch  49 Batch  661/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.161
Epoch  49 Batch  662/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.169
Epoch  49 Batch  663/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.153
Epoch  49 Batch  664/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.170
Epoch  49 Batch  665/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.176
Epoch  49 Batch  666/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.183
Epoch  49 Batch  667/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.182
Epoch  49 Batch  668/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.197
Epoch  49 Batch  669/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.169
Epoch  49 Batch  670/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.177
Epoch  49 Batch  671/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.194
Epoch  49 Batch  672/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.186
Epoch  49 Batch  673/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.180
Epoch  49 Batch  674/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.912, Loss:  0.183
Epoch  49 Batch  675/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.222
Epoch  49 Batch  676/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.907, Loss:  0.172
Epoch  49 Batch  677/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.907, Loss:  0.206
Epoch  49 Batch  678/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.150
Epoch  49 Batch  679/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.904, Loss:  0.175
Epoch  49 Batch  680/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.904, Loss:  0.184
Epoch  49 Batch  681/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.193
Epoch  49 Batch  682/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.908, Loss:  0.171
Epoch  49 Batch  683/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.169
Epoch  49 Batch  684/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.181
Epoch  49 Batch  685/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.198
Epoch  49 Batch  686/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.189
Epoch  49 Batch  687/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.192
Epoch  49 Batch  688/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.158
Epoch  49 Batch  689/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.912, Loss:  0.167
Epoch  49 Batch  690/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.179
Epoch  49 Batch  691/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.178
Epoch  49 Batch  692/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.173
Epoch  49 Batch  693/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.229
Epoch  49 Batch  694/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.193
Epoch  49 Batch  695/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.171
Epoch  49 Batch  696/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.912, Loss:  0.206
Epoch  49 Batch  697/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.184
Epoch  49 Batch  698/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.166
Epoch  49 Batch  699/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.911, Loss:  0.160
Epoch  49 Batch  700/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.916, Loss:  0.168
Epoch  49 Batch  701/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.183
Epoch  49 Batch  702/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.212
Epoch  49 Batch  703/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.191
Epoch  49 Batch  704/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.222
Epoch  49 Batch  705/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.197
Epoch  49 Batch  706/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.910, Loss:  0.195
Epoch  49 Batch  707/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.197
Epoch  49 Batch  708/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.914, Loss:  0.189
Epoch  49 Batch  709/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.215
Epoch  49 Batch  710/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.171
Epoch  49 Batch  711/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.201
Epoch  49 Batch  712/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.917, Loss:  0.188
Epoch  49 Batch  713/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.173
Epoch  49 Batch  714/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.169
Epoch  49 Batch  715/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.919, Loss:  0.204
Epoch  49 Batch  716/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.154
Epoch  49 Batch  717/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.913, Loss:  0.175
Epoch  49 Batch  718/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.184
Epoch  49 Batch  719/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.162
Epoch  49 Batch  720/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.198
Epoch  49 Batch  721/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.177
Epoch  49 Batch  722/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.164
Epoch  49 Batch  723/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.182
Epoch  49 Batch  724/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.202
Epoch  49 Batch  725/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.159
Epoch  49 Batch  726/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.171
Epoch  49 Batch  727/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.159
Epoch  49 Batch  728/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.203
Epoch  49 Batch  729/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.193
Epoch  49 Batch  730/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.198
Epoch  49 Batch  731/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.185
Epoch  49 Batch  732/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.184
Epoch  49 Batch  733/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.182
Epoch  49 Batch  734/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.189
Epoch  49 Batch  735/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.167
Epoch  49 Batch  736/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.164
Epoch  49 Batch  737/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.210
Epoch  49 Batch  738/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.143
Epoch  49 Batch  739/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.170
Epoch  49 Batch  740/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.162
Epoch  49 Batch  741/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.205
Epoch  49 Batch  742/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.166
Epoch  49 Batch  743/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.922, Loss:  0.200
Epoch  49 Batch  744/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.172
Epoch  49 Batch  745/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.187
Epoch  49 Batch  746/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.917, Loss:  0.177
Epoch  49 Batch  747/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.158
Epoch  49 Batch  748/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.924, Loss:  0.172
Epoch  49 Batch  749/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.183
Epoch  49 Batch  750/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.177
Epoch  49 Batch  751/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.193
Epoch  49 Batch  752/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.926, Loss:  0.153
Epoch  49 Batch  753/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.186
Epoch  49 Batch  754/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.926, Loss:  0.195
Epoch  49 Batch  755/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.191
Epoch  49 Batch  756/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.188
Epoch  49 Batch  757/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.204
Epoch  49 Batch  758/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.169
Epoch  49 Batch  759/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.155
Epoch  49 Batch  760/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.191
Epoch  49 Batch  761/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.183
Epoch  49 Batch  762/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.170
Epoch  49 Batch  763/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.183
Epoch  49 Batch  764/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.169
Epoch  49 Batch  765/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.192
Epoch  49 Batch  766/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.192
Epoch  49 Batch  767/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.175
Epoch  49 Batch  768/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.168
Epoch  49 Batch  769/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.170
Epoch  49 Batch  770/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.179
Epoch  49 Batch  771/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.200
Epoch  49 Batch  772/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.167
Epoch  49 Batch  773/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.175
Epoch  49 Batch  774/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.190
Epoch  49 Batch  775/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.168
Epoch  49 Batch  776/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.170
Epoch  49 Batch  777/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.191
Epoch  49 Batch  778/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.176
Epoch  49 Batch  779/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.179
Epoch  49 Batch  780/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.923, Loss:  0.215
Epoch  49 Batch  781/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.923, Loss:  0.154
Epoch  49 Batch  782/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.182
Epoch  49 Batch  783/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.181
Epoch  49 Batch  784/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.150
Epoch  49 Batch  785/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.929, Loss:  0.168
Epoch  49 Batch  786/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.929, Loss:  0.175
Epoch  49 Batch  787/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.185
Epoch  49 Batch  788/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.930, Loss:  0.173
Epoch  49 Batch  789/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.188
Epoch  49 Batch  790/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.926, Loss:  0.200
Epoch  49 Batch  791/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.193
Epoch  49 Batch  792/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.194
Epoch  49 Batch  793/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.192
Epoch  49 Batch  794/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.190
Epoch  49 Batch  795/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.200
Epoch  49 Batch  796/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.187
Epoch  49 Batch  797/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.912, Loss:  0.168
Epoch  49 Batch  798/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.172
Epoch  49 Batch  799/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.209
Epoch  49 Batch  800/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.913, Loss:  0.159
Epoch  49 Batch  801/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.181
Epoch  49 Batch  802/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.194
Epoch  49 Batch  803/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.182
Epoch  49 Batch  804/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.162
Epoch  49 Batch  805/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.184
Epoch  49 Batch  806/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.178
Epoch  49 Batch  807/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.169
Epoch  49 Batch  808/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.211
Epoch  49 Batch  809/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.207
Epoch  49 Batch  810/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.172
Epoch  49 Batch  811/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.157
Epoch  49 Batch  812/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.200
Epoch  49 Batch  813/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.167
Epoch  49 Batch  814/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.178
Epoch  49 Batch  815/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.178
Epoch  49 Batch  816/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.917, Loss:  0.188
Epoch  49 Batch  817/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.199
Epoch  49 Batch  818/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.190
Epoch  49 Batch  819/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.178
Epoch  49 Batch  820/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.920, Loss:  0.200
Epoch  49 Batch  821/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.166
Epoch  49 Batch  822/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.916, Loss:  0.179
Epoch  49 Batch  823/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.163
Epoch  49 Batch  824/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.188
Epoch  49 Batch  825/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.168
Epoch  49 Batch  826/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.164
Epoch  49 Batch  827/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.183
Epoch  49 Batch  828/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.169
Epoch  49 Batch  829/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.918, Loss:  0.200
Epoch  49 Batch  830/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.185
Epoch  49 Batch  831/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.915, Loss:  0.195
Epoch  49 Batch  832/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.172
Epoch  49 Batch  833/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.185
Epoch  49 Batch  834/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.180
Epoch  49 Batch  835/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.193
Epoch  49 Batch  836/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.182
Epoch  49 Batch  837/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.930, Loss:  0.208
Epoch  49 Batch  838/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.170
Epoch  49 Batch  839/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.166
Epoch  49 Batch  840/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.181
Epoch  49 Batch  841/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.186
Epoch  49 Batch  842/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.183
Epoch  49 Batch  843/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.169
Epoch  49 Batch  844/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.161
Epoch  49 Batch  845/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.174
Epoch  49 Batch  846/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.928, Loss:  0.196
Epoch  49 Batch  847/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.192
Epoch  49 Batch  848/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.925, Loss:  0.184
Epoch  49 Batch  849/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.166
Epoch  49 Batch  850/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.199
Epoch  49 Batch  851/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.202
Epoch  49 Batch  852/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.202
Epoch  49 Batch  853/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.150
Epoch  49 Batch  854/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.202
Epoch  49 Batch  855/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.173
Epoch  49 Batch  856/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.179
Epoch  49 Batch  857/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.166
Epoch  49 Batch  858/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.165
Epoch  49 Batch  859/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.192
Epoch  49 Batch  860/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.183
Epoch  49 Batch  861/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.184
Epoch  49 Batch  862/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.182
Epoch  49 Batch  863/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.168
Epoch  49 Batch  864/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.184
Epoch  49 Batch  865/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.182
Epoch  49 Batch  866/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.204
Epoch  49 Batch  867/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.933, Loss:  0.231
Epoch  49 Batch  868/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.932, Loss:  0.190
Epoch  49 Batch  869/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.166
Epoch  49 Batch  870/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.925, Loss:  0.192
Epoch  49 Batch  871/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.925, Loss:  0.162
Epoch  49 Batch  872/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.148
Epoch  49 Batch  873/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.181
Epoch  49 Batch  874/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.924, Loss:  0.211
Epoch  49 Batch  875/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.195
Epoch  49 Batch  876/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.180
Epoch  49 Batch  877/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.162
Epoch  49 Batch  878/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.175
Epoch  49 Batch  879/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.153
Epoch  49 Batch  880/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.174
Epoch  49 Batch  881/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.178
Epoch  49 Batch  882/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.192
Epoch  49 Batch  883/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.221
Epoch  49 Batch  884/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.918, Loss:  0.182
Epoch  49 Batch  885/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.148
Epoch  49 Batch  886/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.921, Loss:  0.208
Epoch  49 Batch  887/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.925, Loss:  0.197
Epoch  49 Batch  888/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.183
Epoch  49 Batch  889/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.180
Epoch  49 Batch  890/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.165
Epoch  49 Batch  891/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.190
Epoch  49 Batch  892/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.155
Epoch  49 Batch  893/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.181
Epoch  49 Batch  894/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.158
Epoch  49 Batch  895/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.195
Epoch  49 Batch  896/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.188
Epoch  49 Batch  897/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.171
Epoch  49 Batch  898/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.153
Epoch  49 Batch  899/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.197
Epoch  49 Batch  900/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.205
Epoch  49 Batch  901/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.185
Epoch  49 Batch  902/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.915, Loss:  0.197
Epoch  49 Batch  903/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.182
Epoch  49 Batch  904/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.159
Epoch  49 Batch  905/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.165
Epoch  49 Batch  906/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.186
Epoch  49 Batch  907/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.173
Epoch  49 Batch  908/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.197
Epoch  49 Batch  909/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.184
Epoch  49 Batch  910/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.159
Epoch  49 Batch  911/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.912, Loss:  0.157
Epoch  49 Batch  912/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.189
Epoch  49 Batch  913/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.911, Loss:  0.237
Epoch  49 Batch  914/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.225
Epoch  49 Batch  915/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.915, Loss:  0.173
Epoch  49 Batch  916/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.186
Epoch  49 Batch  917/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.174
Epoch  49 Batch  918/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.175
Epoch  49 Batch  919/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.166
Epoch  49 Batch  920/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.178
Epoch  49 Batch  921/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.188
Epoch  49 Batch  922/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.189
Epoch  49 Batch  923/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.183
Epoch  49 Batch  924/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.921, Loss:  0.207
Epoch  49 Batch  925/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.157
Epoch  49 Batch  926/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.924, Loss:  0.185
Epoch  49 Batch  927/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.923, Loss:  0.192
Epoch  49 Batch  928/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.186
Epoch  49 Batch  929/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.193
Epoch  49 Batch  930/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.179
Epoch  49 Batch  931/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.172
Epoch  49 Batch  932/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.169
Epoch  49 Batch  933/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.189
Epoch  49 Batch  934/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.924, Loss:  0.194
Epoch  49 Batch  935/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.924, Loss:  0.176
Epoch  49 Batch  936/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.189
Epoch  49 Batch  937/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.205
Epoch  49 Batch  938/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.206
Epoch  49 Batch  939/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.198
Epoch  49 Batch  940/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.918, Loss:  0.163
Epoch  49 Batch  941/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.157
Epoch  49 Batch  942/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.192
Epoch  49 Batch  943/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.186
Epoch  49 Batch  944/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.916, Loss:  0.170
Epoch  49 Batch  945/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.917, Loss:  0.154
Epoch  49 Batch  946/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.920, Loss:  0.170
Epoch  49 Batch  947/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.921, Loss:  0.198
Epoch  49 Batch  948/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.185
Epoch  49 Batch  949/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.920, Loss:  0.148
Epoch  49 Batch  950/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.922, Loss:  0.161
Epoch  49 Batch  951/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.191
Epoch  49 Batch  952/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.166
Epoch  49 Batch  953/1077 - Train Accuracy:  0.968, Validation Accuracy:  0.923, Loss:  0.150
Epoch  49 Batch  954/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.924, Loss:  0.182
Epoch  49 Batch  955/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.924, Loss:  0.194
Epoch  49 Batch  956/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.191
Epoch  49 Batch  957/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.194
Epoch  49 Batch  958/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.185
Epoch  49 Batch  959/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.159
Epoch  49 Batch  960/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.167
Epoch  49 Batch  961/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.180
Epoch  49 Batch  962/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.174
Epoch  49 Batch  963/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.194
Epoch  49 Batch  964/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.170
Epoch  49 Batch  965/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.912, Loss:  0.195
Epoch  49 Batch  966/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.159
Epoch  49 Batch  967/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.914, Loss:  0.171
Epoch  49 Batch  968/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.909, Loss:  0.221
Epoch  49 Batch  969/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.229
Epoch  49 Batch  970/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.204
Epoch  49 Batch  971/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.907, Loss:  0.189
Epoch  49 Batch  972/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.904, Loss:  0.186
Epoch  49 Batch  973/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.905, Loss:  0.164
Epoch  49 Batch  974/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.905, Loss:  0.167
Epoch  49 Batch  975/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.905, Loss:  0.171
Epoch  49 Batch  976/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.902, Loss:  0.163
Epoch  49 Batch  977/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.903, Loss:  0.167
Epoch  49 Batch  978/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.196
Epoch  49 Batch  979/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.210
Epoch  49 Batch  980/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.192
Epoch  49 Batch  981/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.176
Epoch  49 Batch  982/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.160
Epoch  49 Batch  983/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.182
Epoch  49 Batch  984/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.209
Epoch  49 Batch  985/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.163
Epoch  49 Batch  986/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.178
Epoch  49 Batch  987/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.912, Loss:  0.165
Epoch  49 Batch  988/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.192
Epoch  49 Batch  989/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.925, Loss:  0.199
Epoch  49 Batch  990/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.187
Epoch  49 Batch  991/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.193
Epoch  49 Batch  992/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.927, Loss:  0.186
Epoch  49 Batch  993/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.161
Epoch  49 Batch  994/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.164
Epoch  49 Batch  995/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.169
Epoch  49 Batch  996/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.181
Epoch  49 Batch  997/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.180
Epoch  49 Batch  998/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.168
Epoch  49 Batch  999/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.180
Epoch  49 Batch 1000/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.179
Epoch  49 Batch 1001/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.148
Epoch  49 Batch 1002/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.159
Epoch  49 Batch 1003/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.912, Loss:  0.191
Epoch  49 Batch 1004/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.198
Epoch  49 Batch 1005/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.187
Epoch  49 Batch 1006/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.162
Epoch  49 Batch 1007/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.166
Epoch  49 Batch 1008/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.215
Epoch  49 Batch 1009/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.917, Loss:  0.155
Epoch  49 Batch 1010/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.917, Loss:  0.169
Epoch  49 Batch 1011/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.915, Loss:  0.178
Epoch  49 Batch 1012/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.156
Epoch  49 Batch 1013/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.161
Epoch  49 Batch 1014/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.181
Epoch  49 Batch 1015/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.206
Epoch  49 Batch 1016/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.204
Epoch  49 Batch 1017/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.175
Epoch  49 Batch 1018/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.921, Loss:  0.177
Epoch  49 Batch 1019/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.199
Epoch  49 Batch 1020/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.921, Loss:  0.166
Epoch  49 Batch 1021/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.178
Epoch  49 Batch 1022/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.154
Epoch  49 Batch 1023/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.158
Epoch  49 Batch 1024/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.184
Epoch  49 Batch 1025/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.181
Epoch  49 Batch 1026/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.190
Epoch  49 Batch 1027/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.185
Epoch  49 Batch 1028/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.192
Epoch  49 Batch 1029/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.172
Epoch  49 Batch 1030/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.184
Epoch  49 Batch 1031/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.198
Epoch  49 Batch 1032/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.205
Epoch  49 Batch 1033/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.181
Epoch  49 Batch 1034/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.185
Epoch  49 Batch 1035/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.911, Loss:  0.145
Epoch  49 Batch 1036/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.192
Epoch  49 Batch 1037/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.169
Epoch  49 Batch 1038/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.907, Loss:  0.201
Epoch  49 Batch 1039/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.907, Loss:  0.165
Epoch  49 Batch 1040/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.209
Epoch  49 Batch 1041/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.192
Epoch  49 Batch 1042/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.912, Loss:  0.163
Epoch  49 Batch 1043/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.213
Epoch  49 Batch 1044/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.190
Epoch  49 Batch 1045/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.183
Epoch  49 Batch 1046/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.154
Epoch  49 Batch 1047/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.165
Epoch  49 Batch 1048/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.150
Epoch  49 Batch 1049/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.929, Loss:  0.201
Epoch  49 Batch 1050/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.165
Epoch  49 Batch 1051/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.180
Epoch  49 Batch 1052/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.170
Epoch  49 Batch 1053/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.926, Loss:  0.182
Epoch  49 Batch 1054/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.183
Epoch  49 Batch 1055/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.177
Epoch  49 Batch 1056/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.167
Epoch  49 Batch 1057/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.204
Epoch  49 Batch 1058/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.207
Epoch  49 Batch 1059/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.923, Loss:  0.203
Epoch  49 Batch 1060/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.143
Epoch  49 Batch 1061/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.922, Loss:  0.203
Epoch  49 Batch 1062/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.166
Epoch  49 Batch 1063/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.922, Loss:  0.186
Epoch  49 Batch 1064/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.176
Epoch  49 Batch 1065/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.190
Epoch  49 Batch 1066/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.167
Epoch  49 Batch 1067/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.190
Epoch  49 Batch 1068/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.169
Epoch  49 Batch 1069/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.152
Epoch  49 Batch 1070/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.923, Loss:  0.200
Epoch  49 Batch 1071/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.177
Epoch  49 Batch 1072/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.177
Epoch  49 Batch 1073/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.212
Epoch  49 Batch 1074/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.186
Epoch  49 Batch 1075/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.922, Loss:  0.220
Epoch  50 Batch    0/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.160
Epoch  50 Batch    1/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.924, Loss:  0.158
Epoch  50 Batch    2/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.924, Loss:  0.178
Epoch  50 Batch    3/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.161
Epoch  50 Batch    4/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.186
Epoch  50 Batch    5/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.921, Loss:  0.209
Epoch  50 Batch    6/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.189
Epoch  50 Batch    7/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.143
Epoch  50 Batch    8/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.169
Epoch  50 Batch    9/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.167
Epoch  50 Batch   10/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.186
Epoch  50 Batch   11/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.924, Loss:  0.196
Epoch  50 Batch   12/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.183
Epoch  50 Batch   13/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.205
Epoch  50 Batch   14/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.919, Loss:  0.144
Epoch  50 Batch   15/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.161
Epoch  50 Batch   16/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.197
Epoch  50 Batch   17/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.184
Epoch  50 Batch   18/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.190
Epoch  50 Batch   19/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.172
Epoch  50 Batch   20/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.160
Epoch  50 Batch   21/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.192
Epoch  50 Batch   22/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.176
Epoch  50 Batch   23/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.167
Epoch  50 Batch   24/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.190
Epoch  50 Batch   25/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.915, Loss:  0.161
Epoch  50 Batch   26/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.196
Epoch  50 Batch   27/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.168
Epoch  50 Batch   28/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.915, Loss:  0.170
Epoch  50 Batch   29/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.165
Epoch  50 Batch   30/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.186
Epoch  50 Batch   31/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.922, Loss:  0.165
Epoch  50 Batch   32/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.177
Epoch  50 Batch   33/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.146
Epoch  50 Batch   34/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.172
Epoch  50 Batch   35/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.164
Epoch  50 Batch   36/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.168
Epoch  50 Batch   37/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.913, Loss:  0.161
Epoch  50 Batch   38/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.187
Epoch  50 Batch   39/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.909, Loss:  0.218
Epoch  50 Batch   40/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.173
Epoch  50 Batch   41/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.177
Epoch  50 Batch   42/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.911, Loss:  0.200
Epoch  50 Batch   43/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.170
Epoch  50 Batch   44/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.911, Loss:  0.177
Epoch  50 Batch   45/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.911, Loss:  0.176
Epoch  50 Batch   46/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.916, Loss:  0.188
Epoch  50 Batch   47/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.188
Epoch  50 Batch   48/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.207
Epoch  50 Batch   49/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.198
Epoch  50 Batch   50/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.918, Loss:  0.200
Epoch  50 Batch   51/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.162
Epoch  50 Batch   52/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.185
Epoch  50 Batch   53/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.187
Epoch  50 Batch   54/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.914, Loss:  0.234
Epoch  50 Batch   55/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.169
Epoch  50 Batch   56/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.175
Epoch  50 Batch   57/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.175
Epoch  50 Batch   58/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.166
Epoch  50 Batch   59/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.169
Epoch  50 Batch   60/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.164
Epoch  50 Batch   61/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.184
Epoch  50 Batch   62/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.186
Epoch  50 Batch   63/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.909, Loss:  0.141
Epoch  50 Batch   64/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.910, Loss:  0.153
Epoch  50 Batch   65/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.174
Epoch  50 Batch   66/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.155
Epoch  50 Batch   67/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.155
Epoch  50 Batch   68/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.915, Loss:  0.209
Epoch  50 Batch   69/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.202
Epoch  50 Batch   70/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.915, Loss:  0.184
Epoch  50 Batch   71/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.177
Epoch  50 Batch   72/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.170
Epoch  50 Batch   73/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.192
Epoch  50 Batch   74/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.145
Epoch  50 Batch   75/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.197
Epoch  50 Batch   76/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.163
Epoch  50 Batch   77/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.928, Loss:  0.183
Epoch  50 Batch   78/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.929, Loss:  0.178
Epoch  50 Batch   79/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.186
Epoch  50 Batch   80/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.928, Loss:  0.180
Epoch  50 Batch   81/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.167
Epoch  50 Batch   82/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.156
Epoch  50 Batch   83/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.184
Epoch  50 Batch   84/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.195
Epoch  50 Batch   85/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.161
Epoch  50 Batch   86/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.177
Epoch  50 Batch   87/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.204
Epoch  50 Batch   88/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.917, Loss:  0.206
Epoch  50 Batch   89/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.176
Epoch  50 Batch   90/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.181
Epoch  50 Batch   91/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.156
Epoch  50 Batch   92/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.182
Epoch  50 Batch   93/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.189
Epoch  50 Batch   94/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.163
Epoch  50 Batch   95/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.225
Epoch  50 Batch   96/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.177
Epoch  50 Batch   97/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.917, Loss:  0.185
Epoch  50 Batch   98/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.183
Epoch  50 Batch   99/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.198
Epoch  50 Batch  100/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.194
Epoch  50 Batch  101/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.184
Epoch  50 Batch  102/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.195
Epoch  50 Batch  103/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.211
Epoch  50 Batch  104/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.908, Loss:  0.183
Epoch  50 Batch  105/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.192
Epoch  50 Batch  106/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.909, Loss:  0.216
Epoch  50 Batch  107/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.176
Epoch  50 Batch  108/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.917, Loss:  0.158
Epoch  50 Batch  109/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.184
Epoch  50 Batch  110/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.158
Epoch  50 Batch  111/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.177
Epoch  50 Batch  112/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.166
Epoch  50 Batch  113/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.203
Epoch  50 Batch  114/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.197
Epoch  50 Batch  115/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.923, Loss:  0.194
Epoch  50 Batch  116/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.922, Loss:  0.203
Epoch  50 Batch  117/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.199
Epoch  50 Batch  118/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.926, Loss:  0.193
Epoch  50 Batch  119/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.169
Epoch  50 Batch  120/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.207
Epoch  50 Batch  121/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.179
Epoch  50 Batch  122/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.920, Loss:  0.177
Epoch  50 Batch  123/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.158
Epoch  50 Batch  124/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.207
Epoch  50 Batch  125/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.184
Epoch  50 Batch  126/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.144
Epoch  50 Batch  127/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.183
Epoch  50 Batch  128/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.171
Epoch  50 Batch  129/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.202
Epoch  50 Batch  130/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.169
Epoch  50 Batch  131/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.177
Epoch  50 Batch  132/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.205
Epoch  50 Batch  133/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.171
Epoch  50 Batch  134/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.176
Epoch  50 Batch  135/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.195
Epoch  50 Batch  136/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.169
Epoch  50 Batch  137/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.158
Epoch  50 Batch  138/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.192
Epoch  50 Batch  139/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.191
Epoch  50 Batch  140/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.182
Epoch  50 Batch  141/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.182
Epoch  50 Batch  142/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.177
Epoch  50 Batch  143/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.179
Epoch  50 Batch  144/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.191
Epoch  50 Batch  145/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.186
Epoch  50 Batch  146/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.211
Epoch  50 Batch  147/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.198
Epoch  50 Batch  148/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.174
Epoch  50 Batch  149/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.173
Epoch  50 Batch  150/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.172
Epoch  50 Batch  151/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.153
Epoch  50 Batch  152/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.206
Epoch  50 Batch  153/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.204
Epoch  50 Batch  154/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.167
Epoch  50 Batch  155/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.190
Epoch  50 Batch  156/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.177
Epoch  50 Batch  157/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.165
Epoch  50 Batch  158/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.196
Epoch  50 Batch  159/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.151
Epoch  50 Batch  160/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.164
Epoch  50 Batch  161/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.174
Epoch  50 Batch  162/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.200
Epoch  50 Batch  163/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.195
Epoch  50 Batch  164/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.188
Epoch  50 Batch  165/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.165
Epoch  50 Batch  166/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.200
Epoch  50 Batch  167/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.183
Epoch  50 Batch  168/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.208
Epoch  50 Batch  169/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.186
Epoch  50 Batch  170/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.921, Loss:  0.192
Epoch  50 Batch  171/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.921, Loss:  0.168
Epoch  50 Batch  172/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.161
Epoch  50 Batch  173/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.179
Epoch  50 Batch  174/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.178
Epoch  50 Batch  175/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.174
Epoch  50 Batch  176/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.192
Epoch  50 Batch  177/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.203
Epoch  50 Batch  178/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.171
Epoch  50 Batch  179/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.194
Epoch  50 Batch  180/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.161
Epoch  50 Batch  181/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.195
Epoch  50 Batch  182/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.193
Epoch  50 Batch  183/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.918, Loss:  0.197
Epoch  50 Batch  184/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.918, Loss:  0.170
Epoch  50 Batch  185/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.198
Epoch  50 Batch  186/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.186
Epoch  50 Batch  187/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.154
Epoch  50 Batch  188/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.916, Loss:  0.171
Epoch  50 Batch  189/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.157
Epoch  50 Batch  190/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.145
Epoch  50 Batch  191/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.149
Epoch  50 Batch  192/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.191
Epoch  50 Batch  193/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.178
Epoch  50 Batch  194/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.165
Epoch  50 Batch  195/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.167
Epoch  50 Batch  196/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.169
Epoch  50 Batch  197/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.176
Epoch  50 Batch  198/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.190
Epoch  50 Batch  199/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  200/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.180
Epoch  50 Batch  201/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.146
Epoch  50 Batch  202/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.189
Epoch  50 Batch  203/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.179
Epoch  50 Batch  204/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.918, Loss:  0.226
Epoch  50 Batch  205/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.169
Epoch  50 Batch  206/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.164
Epoch  50 Batch  207/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.183
Epoch  50 Batch  208/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.222
Epoch  50 Batch  209/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.146
Epoch  50 Batch  210/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.189
Epoch  50 Batch  211/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.921, Loss:  0.174
Epoch  50 Batch  212/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.159
Epoch  50 Batch  213/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.148
Epoch  50 Batch  214/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.156
Epoch  50 Batch  215/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.186
Epoch  50 Batch  216/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.185
Epoch  50 Batch  217/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.150
Epoch  50 Batch  218/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.190
Epoch  50 Batch  219/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.924, Loss:  0.167
Epoch  50 Batch  220/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.177
Epoch  50 Batch  221/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.177
Epoch  50 Batch  222/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.180
Epoch  50 Batch  223/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.918, Loss:  0.166
Epoch  50 Batch  224/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  225/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.208
Epoch  50 Batch  226/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.162
Epoch  50 Batch  227/1077 - Train Accuracy:  0.869, Validation Accuracy:  0.920, Loss:  0.186
Epoch  50 Batch  228/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.175
Epoch  50 Batch  229/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.201
Epoch  50 Batch  230/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.151
Epoch  50 Batch  231/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.204
Epoch  50 Batch  232/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.915, Loss:  0.184
Epoch  50 Batch  233/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.223
Epoch  50 Batch  234/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.183
Epoch  50 Batch  235/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.915, Loss:  0.189
Epoch  50 Batch  236/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.204
Epoch  50 Batch  237/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.153
Epoch  50 Batch  238/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.158
Epoch  50 Batch  239/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.920, Loss:  0.145
Epoch  50 Batch  240/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.924, Loss:  0.163
Epoch  50 Batch  241/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.155
Epoch  50 Batch  242/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.178
Epoch  50 Batch  243/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.179
Epoch  50 Batch  244/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.191
Epoch  50 Batch  245/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.153
Epoch  50 Batch  246/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.926, Loss:  0.164
Epoch  50 Batch  247/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.163
Epoch  50 Batch  248/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.172
Epoch  50 Batch  249/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.176
Epoch  50 Batch  250/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.927, Loss:  0.164
Epoch  50 Batch  251/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.183
Epoch  50 Batch  252/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.165
Epoch  50 Batch  253/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.926, Loss:  0.166
Epoch  50 Batch  254/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.926, Loss:  0.191
Epoch  50 Batch  255/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.926, Loss:  0.187
Epoch  50 Batch  256/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.926, Loss:  0.205
Epoch  50 Batch  257/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.926, Loss:  0.179
Epoch  50 Batch  258/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.166
Epoch  50 Batch  259/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.164
Epoch  50 Batch  260/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.927, Loss:  0.163
Epoch  50 Batch  261/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.922, Loss:  0.172
Epoch  50 Batch  262/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.155
Epoch  50 Batch  263/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.924, Loss:  0.184
Epoch  50 Batch  264/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.182
Epoch  50 Batch  265/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.923, Loss:  0.196
Epoch  50 Batch  266/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.186
Epoch  50 Batch  267/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.153
Epoch  50 Batch  268/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.189
Epoch  50 Batch  269/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.218
Epoch  50 Batch  270/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.923, Loss:  0.202
Epoch  50 Batch  271/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.142
Epoch  50 Batch  272/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.236
Epoch  50 Batch  273/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.152
Epoch  50 Batch  274/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.176
Epoch  50 Batch  275/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.173
Epoch  50 Batch  276/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.923, Loss:  0.223
Epoch  50 Batch  277/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.161
Epoch  50 Batch  278/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.924, Loss:  0.194
Epoch  50 Batch  279/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.923, Loss:  0.215
Epoch  50 Batch  280/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.928, Loss:  0.193
Epoch  50 Batch  281/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.175
Epoch  50 Batch  282/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.920, Loss:  0.228
Epoch  50 Batch  283/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.173
Epoch  50 Batch  284/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.179
Epoch  50 Batch  285/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.182
Epoch  50 Batch  286/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.150
Epoch  50 Batch  287/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  288/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.919, Loss:  0.186
Epoch  50 Batch  289/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.184
Epoch  50 Batch  290/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.207
Epoch  50 Batch  291/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.197
Epoch  50 Batch  292/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.182
Epoch  50 Batch  293/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.175
Epoch  50 Batch  294/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.168
Epoch  50 Batch  295/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.207
Epoch  50 Batch  296/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.912, Loss:  0.175
Epoch  50 Batch  297/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.917, Loss:  0.199
Epoch  50 Batch  298/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.200
Epoch  50 Batch  299/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.168
Epoch  50 Batch  300/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.923, Loss:  0.164
Epoch  50 Batch  301/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.923, Loss:  0.166
Epoch  50 Batch  302/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.172
Epoch  50 Batch  303/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.172
Epoch  50 Batch  304/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.918, Loss:  0.169
Epoch  50 Batch  305/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.166
Epoch  50 Batch  306/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.182
Epoch  50 Batch  307/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.182
Epoch  50 Batch  308/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.189
Epoch  50 Batch  309/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.153
Epoch  50 Batch  310/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  311/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.156
Epoch  50 Batch  312/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.922, Loss:  0.187
Epoch  50 Batch  313/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.170
Epoch  50 Batch  314/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.193
Epoch  50 Batch  315/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.921, Loss:  0.165
Epoch  50 Batch  316/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.175
Epoch  50 Batch  317/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.921, Loss:  0.201
Epoch  50 Batch  318/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.160
Epoch  50 Batch  319/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.919, Loss:  0.179
Epoch  50 Batch  320/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.191
Epoch  50 Batch  321/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.916, Loss:  0.175
Epoch  50 Batch  322/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.163
Epoch  50 Batch  323/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.181
Epoch  50 Batch  324/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.180
Epoch  50 Batch  325/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.171
Epoch  50 Batch  326/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.910, Loss:  0.179
Epoch  50 Batch  327/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.201
Epoch  50 Batch  328/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.204
Epoch  50 Batch  329/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.189
Epoch  50 Batch  330/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.908, Loss:  0.171
Epoch  50 Batch  331/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.196
Epoch  50 Batch  332/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.915, Loss:  0.153
Epoch  50 Batch  333/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.917, Loss:  0.175
Epoch  50 Batch  334/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.918, Loss:  0.182
Epoch  50 Batch  335/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.172
Epoch  50 Batch  336/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.221
Epoch  50 Batch  337/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.188
Epoch  50 Batch  338/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.920, Loss:  0.205
Epoch  50 Batch  339/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.160
Epoch  50 Batch  340/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.186
Epoch  50 Batch  341/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.209
Epoch  50 Batch  342/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.180
Epoch  50 Batch  343/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.186
Epoch  50 Batch  344/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.175
Epoch  50 Batch  345/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.175
Epoch  50 Batch  346/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.184
Epoch  50 Batch  347/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.921, Loss:  0.143
Epoch  50 Batch  348/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.157
Epoch  50 Batch  349/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.180
Epoch  50 Batch  350/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.189
Epoch  50 Batch  351/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.184
Epoch  50 Batch  352/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.175
Epoch  50 Batch  353/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.200
Epoch  50 Batch  354/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.199
Epoch  50 Batch  355/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.185
Epoch  50 Batch  356/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.187
Epoch  50 Batch  357/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.167
Epoch  50 Batch  358/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.184
Epoch  50 Batch  359/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.908, Loss:  0.173
Epoch  50 Batch  360/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.908, Loss:  0.167
Epoch  50 Batch  361/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.187
Epoch  50 Batch  362/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.191
Epoch  50 Batch  363/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.190
Epoch  50 Batch  364/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.190
Epoch  50 Batch  365/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.164
Epoch  50 Batch  366/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.164
Epoch  50 Batch  367/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.156
Epoch  50 Batch  368/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.186
Epoch  50 Batch  369/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.158
Epoch  50 Batch  370/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.183
Epoch  50 Batch  371/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.182
Epoch  50 Batch  372/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.171
Epoch  50 Batch  373/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.153
Epoch  50 Batch  374/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.192
Epoch  50 Batch  375/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.171
Epoch  50 Batch  376/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.158
Epoch  50 Batch  377/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.209
Epoch  50 Batch  378/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.161
Epoch  50 Batch  379/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.920, Loss:  0.187
Epoch  50 Batch  380/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.181
Epoch  50 Batch  381/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.180
Epoch  50 Batch  382/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.222
Epoch  50 Batch  383/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.920, Loss:  0.183
Epoch  50 Batch  384/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.184
Epoch  50 Batch  385/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.916, Loss:  0.179
Epoch  50 Batch  386/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.916, Loss:  0.174
Epoch  50 Batch  387/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.177
Epoch  50 Batch  388/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.156
Epoch  50 Batch  389/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.178
Epoch  50 Batch  390/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.919, Loss:  0.201
Epoch  50 Batch  391/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.181
Epoch  50 Batch  392/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.191
Epoch  50 Batch  393/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.154
Epoch  50 Batch  394/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.182
Epoch  50 Batch  395/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.165
Epoch  50 Batch  396/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.192
Epoch  50 Batch  397/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.185
Epoch  50 Batch  398/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.197
Epoch  50 Batch  399/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.925, Loss:  0.188
Epoch  50 Batch  400/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.925, Loss:  0.194
Epoch  50 Batch  401/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.152
Epoch  50 Batch  402/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.150
Epoch  50 Batch  403/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.200
Epoch  50 Batch  404/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.174
Epoch  50 Batch  405/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.195
Epoch  50 Batch  406/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.919, Loss:  0.153
Epoch  50 Batch  407/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.213
Epoch  50 Batch  408/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.218
Epoch  50 Batch  409/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.206
Epoch  50 Batch  410/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.187
Epoch  50 Batch  411/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.184
Epoch  50 Batch  412/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.912, Loss:  0.159
Epoch  50 Batch  413/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.170
Epoch  50 Batch  414/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.187
Epoch  50 Batch  415/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.180
Epoch  50 Batch  416/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.186
Epoch  50 Batch  417/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.222
Epoch  50 Batch  418/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.915, Loss:  0.158
Epoch  50 Batch  419/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.185
Epoch  50 Batch  420/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.908, Loss:  0.159
Epoch  50 Batch  421/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.207
Epoch  50 Batch  422/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.910, Loss:  0.177
Epoch  50 Batch  423/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.209
Epoch  50 Batch  424/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.917, Loss:  0.175
Epoch  50 Batch  425/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.160
Epoch  50 Batch  426/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.197
Epoch  50 Batch  427/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.164
Epoch  50 Batch  428/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.916, Loss:  0.154
Epoch  50 Batch  429/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.178
Epoch  50 Batch  430/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.166
Epoch  50 Batch  431/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.165
Epoch  50 Batch  432/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.177
Epoch  50 Batch  433/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.917, Loss:  0.177
Epoch  50 Batch  434/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.172
Epoch  50 Batch  435/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.916, Loss:  0.200
Epoch  50 Batch  436/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.182
Epoch  50 Batch  437/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.184
Epoch  50 Batch  438/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  439/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.189
Epoch  50 Batch  440/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.917, Loss:  0.194
Epoch  50 Batch  441/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.174
Epoch  50 Batch  442/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.186
Epoch  50 Batch  443/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.918, Loss:  0.163
Epoch  50 Batch  444/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.183
Epoch  50 Batch  445/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.181
Epoch  50 Batch  446/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.910, Loss:  0.156
Epoch  50 Batch  447/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.194
Epoch  50 Batch  448/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.916, Loss:  0.190
Epoch  50 Batch  449/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.177
Epoch  50 Batch  450/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.181
Epoch  50 Batch  451/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.166
Epoch  50 Batch  452/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.908, Loss:  0.216
Epoch  50 Batch  453/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.172
Epoch  50 Batch  454/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.904, Loss:  0.189
Epoch  50 Batch  455/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.909, Loss:  0.183
Epoch  50 Batch  456/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.914, Loss:  0.179
Epoch  50 Batch  457/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.177
Epoch  50 Batch  458/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.174
Epoch  50 Batch  459/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.173
Epoch  50 Batch  460/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.188
Epoch  50 Batch  461/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.914, Loss:  0.163
Epoch  50 Batch  462/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.187
Epoch  50 Batch  463/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.197
Epoch  50 Batch  464/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.170
Epoch  50 Batch  465/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.209
Epoch  50 Batch  466/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.175
Epoch  50 Batch  467/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.196
Epoch  50 Batch  468/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.188
Epoch  50 Batch  469/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.191
Epoch  50 Batch  470/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.182
Epoch  50 Batch  471/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.931, Loss:  0.151
Epoch  50 Batch  472/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.161
Epoch  50 Batch  473/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.178
Epoch  50 Batch  474/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.927, Loss:  0.211
Epoch  50 Batch  475/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.175
Epoch  50 Batch  476/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.179
Epoch  50 Batch  477/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.184
Epoch  50 Batch  478/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.194
Epoch  50 Batch  479/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.194
Epoch  50 Batch  480/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.198
Epoch  50 Batch  481/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.187
Epoch  50 Batch  482/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.188
Epoch  50 Batch  483/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.192
Epoch  50 Batch  484/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.191
Epoch  50 Batch  485/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.915, Loss:  0.192
Epoch  50 Batch  486/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.161
Epoch  50 Batch  487/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.915, Loss:  0.174
Epoch  50 Batch  488/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.176
Epoch  50 Batch  489/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.168
Epoch  50 Batch  490/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.183
Epoch  50 Batch  491/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.188
Epoch  50 Batch  492/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.201
Epoch  50 Batch  493/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.167
Epoch  50 Batch  494/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.174
Epoch  50 Batch  495/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.159
Epoch  50 Batch  496/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.186
Epoch  50 Batch  497/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.910, Loss:  0.197
Epoch  50 Batch  498/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.187
Epoch  50 Batch  499/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.913, Loss:  0.162
Epoch  50 Batch  500/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.164
Epoch  50 Batch  501/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.164
Epoch  50 Batch  502/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.925, Loss:  0.164
Epoch  50 Batch  503/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.174
Epoch  50 Batch  504/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.922, Loss:  0.192
Epoch  50 Batch  505/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.927, Loss:  0.161
Epoch  50 Batch  506/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.182
Epoch  50 Batch  507/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.931, Loss:  0.177
Epoch  50 Batch  508/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.179
Epoch  50 Batch  509/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.933, Loss:  0.199
Epoch  50 Batch  510/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.181
Epoch  50 Batch  511/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.178
Epoch  50 Batch  512/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.928, Loss:  0.175
Epoch  50 Batch  513/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.174
Epoch  50 Batch  514/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.181
Epoch  50 Batch  515/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.924, Loss:  0.192
Epoch  50 Batch  516/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.164
Epoch  50 Batch  517/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.175
Epoch  50 Batch  518/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.150
Epoch  50 Batch  519/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.185
Epoch  50 Batch  520/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.151
Epoch  50 Batch  521/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.916, Loss:  0.172
Epoch  50 Batch  522/1077 - Train Accuracy:  0.865, Validation Accuracy:  0.915, Loss:  0.192
Epoch  50 Batch  523/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.916, Loss:  0.196
Epoch  50 Batch  524/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.196
Epoch  50 Batch  525/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.188
Epoch  50 Batch  526/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.921, Loss:  0.171
Epoch  50 Batch  527/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.182
Epoch  50 Batch  528/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.179
Epoch  50 Batch  529/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.157
Epoch  50 Batch  530/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.917, Loss:  0.193
Epoch  50 Batch  531/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.169
Epoch  50 Batch  532/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.917, Loss:  0.208
Epoch  50 Batch  533/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.185
Epoch  50 Batch  534/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.177
Epoch  50 Batch  535/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.173
Epoch  50 Batch  536/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.163
Epoch  50 Batch  537/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.916, Loss:  0.168
Epoch  50 Batch  538/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.150
Epoch  50 Batch  539/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.188
Epoch  50 Batch  540/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.153
Epoch  50 Batch  541/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.178
Epoch  50 Batch  542/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.205
Epoch  50 Batch  543/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.176
Epoch  50 Batch  544/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.917, Loss:  0.154
Epoch  50 Batch  545/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.200
Epoch  50 Batch  546/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.909, Loss:  0.197
Epoch  50 Batch  547/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.188
Epoch  50 Batch  548/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.188
Epoch  50 Batch  549/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.913, Loss:  0.216
Epoch  50 Batch  550/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.179
Epoch  50 Batch  551/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.189
Epoch  50 Batch  552/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.178
Epoch  50 Batch  553/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.188
Epoch  50 Batch  554/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.181
Epoch  50 Batch  555/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.162
Epoch  50 Batch  556/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.144
Epoch  50 Batch  557/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.182
Epoch  50 Batch  558/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.173
Epoch  50 Batch  559/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.167
Epoch  50 Batch  560/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.162
Epoch  50 Batch  561/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.167
Epoch  50 Batch  562/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.152
Epoch  50 Batch  563/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.918, Loss:  0.225
Epoch  50 Batch  564/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.194
Epoch  50 Batch  565/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.202
Epoch  50 Batch  566/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.202
Epoch  50 Batch  567/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.176
Epoch  50 Batch  568/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.175
Epoch  50 Batch  569/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.182
Epoch  50 Batch  570/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.208
Epoch  50 Batch  571/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.155
Epoch  50 Batch  572/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.161
Epoch  50 Batch  573/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.211
Epoch  50 Batch  574/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.193
Epoch  50 Batch  575/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.164
Epoch  50 Batch  576/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.165
Epoch  50 Batch  577/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.181
Epoch  50 Batch  578/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.921, Loss:  0.176
Epoch  50 Batch  579/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.160
Epoch  50 Batch  580/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.173
Epoch  50 Batch  581/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.920, Loss:  0.152
Epoch  50 Batch  582/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.165
Epoch  50 Batch  583/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.176
Epoch  50 Batch  584/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.181
Epoch  50 Batch  585/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.156
Epoch  50 Batch  586/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.190
Epoch  50 Batch  587/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.175
Epoch  50 Batch  588/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.172
Epoch  50 Batch  589/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.151
Epoch  50 Batch  590/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.169
Epoch  50 Batch  591/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.170
Epoch  50 Batch  592/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.182
Epoch  50 Batch  593/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.189
Epoch  50 Batch  594/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.187
Epoch  50 Batch  595/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.175
Epoch  50 Batch  596/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.215
Epoch  50 Batch  597/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.169
Epoch  50 Batch  598/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.183
Epoch  50 Batch  599/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.239
Epoch  50 Batch  600/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.186
Epoch  50 Batch  601/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.925, Loss:  0.194
Epoch  50 Batch  602/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.203
Epoch  50 Batch  603/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.160
Epoch  50 Batch  604/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.183
Epoch  50 Batch  605/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.191
Epoch  50 Batch  606/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.150
Epoch  50 Batch  607/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.169
Epoch  50 Batch  608/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.189
Epoch  50 Batch  609/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.909, Loss:  0.201
Epoch  50 Batch  610/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.908, Loss:  0.197
Epoch  50 Batch  611/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.177
Epoch  50 Batch  612/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.150
Epoch  50 Batch  613/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.201
Epoch  50 Batch  614/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.165
Epoch  50 Batch  615/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.165
Epoch  50 Batch  616/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.203
Epoch  50 Batch  617/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.170
Epoch  50 Batch  618/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.170
Epoch  50 Batch  619/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.924, Loss:  0.169
Epoch  50 Batch  620/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.172
Epoch  50 Batch  621/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.187
Epoch  50 Batch  622/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.181
Epoch  50 Batch  623/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.926, Loss:  0.191
Epoch  50 Batch  624/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.166
Epoch  50 Batch  625/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.161
Epoch  50 Batch  626/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.183
Epoch  50 Batch  627/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.175
Epoch  50 Batch  628/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.207
Epoch  50 Batch  629/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.925, Loss:  0.199
Epoch  50 Batch  630/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.920, Loss:  0.187
Epoch  50 Batch  631/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  632/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.170
Epoch  50 Batch  633/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.179
Epoch  50 Batch  634/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.156
Epoch  50 Batch  635/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.210
Epoch  50 Batch  636/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.175
Epoch  50 Batch  637/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.196
Epoch  50 Batch  638/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.183
Epoch  50 Batch  639/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.177
Epoch  50 Batch  640/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.167
Epoch  50 Batch  641/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.175
Epoch  50 Batch  642/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.178
Epoch  50 Batch  643/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.151
Epoch  50 Batch  644/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.170
Epoch  50 Batch  645/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.171
Epoch  50 Batch  646/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.184
Epoch  50 Batch  647/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.170
Epoch  50 Batch  648/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.155
Epoch  50 Batch  649/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.186
Epoch  50 Batch  650/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.172
Epoch  50 Batch  651/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.183
Epoch  50 Batch  652/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.195
Epoch  50 Batch  653/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.192
Epoch  50 Batch  654/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.157
Epoch  50 Batch  655/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.194
Epoch  50 Batch  656/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.182
Epoch  50 Batch  657/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.917, Loss:  0.177
Epoch  50 Batch  658/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.158
Epoch  50 Batch  659/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.174
Epoch  50 Batch  660/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.176
Epoch  50 Batch  661/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.916, Loss:  0.157
Epoch  50 Batch  662/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.156
Epoch  50 Batch  663/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.155
Epoch  50 Batch  664/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.180
Epoch  50 Batch  665/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.181
Epoch  50 Batch  666/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.192
Epoch  50 Batch  667/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.176
Epoch  50 Batch  668/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  669/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.159
Epoch  50 Batch  670/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.160
Epoch  50 Batch  671/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.915, Loss:  0.204
Epoch  50 Batch  672/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.181
Epoch  50 Batch  673/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.169
Epoch  50 Batch  674/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.920, Loss:  0.172
Epoch  50 Batch  675/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.203
Epoch  50 Batch  676/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.181
Epoch  50 Batch  677/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.210
Epoch  50 Batch  678/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.156
Epoch  50 Batch  679/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.171
Epoch  50 Batch  680/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.160
Epoch  50 Batch  681/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.186
Epoch  50 Batch  682/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.160
Epoch  50 Batch  683/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.178
Epoch  50 Batch  684/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.177
Epoch  50 Batch  685/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.191
Epoch  50 Batch  686/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.185
Epoch  50 Batch  687/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.185
Epoch  50 Batch  688/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.177
Epoch  50 Batch  689/1077 - Train Accuracy:  0.966, Validation Accuracy:  0.920, Loss:  0.164
Epoch  50 Batch  690/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.201
Epoch  50 Batch  691/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.920, Loss:  0.190
Epoch  50 Batch  692/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.165
Epoch  50 Batch  693/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.202
Epoch  50 Batch  694/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.191
Epoch  50 Batch  695/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.923, Loss:  0.157
Epoch  50 Batch  696/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.922, Loss:  0.208
Epoch  50 Batch  697/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.164
Epoch  50 Batch  698/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.180
Epoch  50 Batch  699/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  700/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.171
Epoch  50 Batch  701/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.202
Epoch  50 Batch  702/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.229
Epoch  50 Batch  703/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.179
Epoch  50 Batch  704/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.923, Loss:  0.212
Epoch  50 Batch  705/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.194
Epoch  50 Batch  706/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.922, Loss:  0.204
Epoch  50 Batch  707/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.184
Epoch  50 Batch  708/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.923, Loss:  0.177
Epoch  50 Batch  709/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.923, Loss:  0.202
Epoch  50 Batch  710/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.181
Epoch  50 Batch  711/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.204
Epoch  50 Batch  712/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.920, Loss:  0.176
Epoch  50 Batch  713/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.169
Epoch  50 Batch  714/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.177
Epoch  50 Batch  715/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.213
Epoch  50 Batch  716/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.915, Loss:  0.171
Epoch  50 Batch  717/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.914, Loss:  0.166
Epoch  50 Batch  718/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.176
Epoch  50 Batch  719/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.175
Epoch  50 Batch  720/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.196
Epoch  50 Batch  721/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.197
Epoch  50 Batch  722/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.166
Epoch  50 Batch  723/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.174
Epoch  50 Batch  724/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.184
Epoch  50 Batch  725/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.157
Epoch  50 Batch  726/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.158
Epoch  50 Batch  727/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.175
Epoch  50 Batch  728/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.923, Loss:  0.178
Epoch  50 Batch  729/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.202
Epoch  50 Batch  730/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.198
Epoch  50 Batch  731/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.178
Epoch  50 Batch  732/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  733/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.169
Epoch  50 Batch  734/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.184
Epoch  50 Batch  735/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.163
Epoch  50 Batch  736/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.173
Epoch  50 Batch  737/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.192
Epoch  50 Batch  738/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.165
Epoch  50 Batch  739/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.164
Epoch  50 Batch  740/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.172
Epoch  50 Batch  741/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.181
Epoch  50 Batch  742/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.175
Epoch  50 Batch  743/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  744/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.174
Epoch  50 Batch  745/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.181
Epoch  50 Batch  746/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.916, Loss:  0.197
Epoch  50 Batch  747/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.151
Epoch  50 Batch  748/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.923, Loss:  0.161
Epoch  50 Batch  749/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.923, Loss:  0.188
Epoch  50 Batch  750/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.185
Epoch  50 Batch  751/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.174
Epoch  50 Batch  752/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.164
Epoch  50 Batch  753/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.920, Loss:  0.166
Epoch  50 Batch  754/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.190
Epoch  50 Batch  755/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.187
Epoch  50 Batch  756/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.167
Epoch  50 Batch  757/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.222
Epoch  50 Batch  758/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.173
Epoch  50 Batch  759/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.146
Epoch  50 Batch  760/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.180
Epoch  50 Batch  761/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.188
Epoch  50 Batch  762/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.923, Loss:  0.162
Epoch  50 Batch  763/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.150
Epoch  50 Batch  764/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.173
Epoch  50 Batch  765/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.172
Epoch  50 Batch  766/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.209
Epoch  50 Batch  767/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.155
Epoch  50 Batch  768/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.162
Epoch  50 Batch  769/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.174
Epoch  50 Batch  770/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.919, Loss:  0.171
Epoch  50 Batch  771/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.189
Epoch  50 Batch  772/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.919, Loss:  0.183
Epoch  50 Batch  773/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.919, Loss:  0.165
Epoch  50 Batch  774/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.179
Epoch  50 Batch  775/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.169
Epoch  50 Batch  776/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.166
Epoch  50 Batch  777/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.207
Epoch  50 Batch  778/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.158
Epoch  50 Batch  779/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.176
Epoch  50 Batch  780/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.919, Loss:  0.200
Epoch  50 Batch  781/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.919, Loss:  0.156
Epoch  50 Batch  782/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.173
Epoch  50 Batch  783/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.211
Epoch  50 Batch  784/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.148
Epoch  50 Batch  785/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.921, Loss:  0.165
Epoch  50 Batch  786/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.169
Epoch  50 Batch  787/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.172
Epoch  50 Batch  788/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.172
Epoch  50 Batch  789/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.170
Epoch  50 Batch  790/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.914, Loss:  0.212
Epoch  50 Batch  791/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.208
Epoch  50 Batch  792/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.187
Epoch  50 Batch  793/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  794/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.196
Epoch  50 Batch  795/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.203
Epoch  50 Batch  796/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.182
Epoch  50 Batch  797/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.180
Epoch  50 Batch  798/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.172
Epoch  50 Batch  799/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.205
Epoch  50 Batch  800/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.166
Epoch  50 Batch  801/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.198
Epoch  50 Batch  802/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.167
Epoch  50 Batch  803/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.170
Epoch  50 Batch  804/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.180
Epoch  50 Batch  805/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.182
Epoch  50 Batch  806/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.170
Epoch  50 Batch  807/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.921, Loss:  0.157
Epoch  50 Batch  808/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.921, Loss:  0.187
Epoch  50 Batch  809/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.207
Epoch  50 Batch  810/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.170
Epoch  50 Batch  811/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.173
Epoch  50 Batch  812/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.209
Epoch  50 Batch  813/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  814/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.169
Epoch  50 Batch  815/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.184
Epoch  50 Batch  816/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.181
Epoch  50 Batch  817/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.207
Epoch  50 Batch  818/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.190
Epoch  50 Batch  819/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.175
Epoch  50 Batch  820/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.923, Loss:  0.177
Epoch  50 Batch  821/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.180
Epoch  50 Batch  822/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.195
Epoch  50 Batch  823/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.187
Epoch  50 Batch  824/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.172
Epoch  50 Batch  825/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.161
Epoch  50 Batch  826/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.170
Epoch  50 Batch  827/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.182
Epoch  50 Batch  828/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.167
Epoch  50 Batch  829/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.920, Loss:  0.209
Epoch  50 Batch  830/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  831/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.196
Epoch  50 Batch  832/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.166
Epoch  50 Batch  833/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.181
Epoch  50 Batch  834/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.187
Epoch  50 Batch  835/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.194
Epoch  50 Batch  836/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.164
Epoch  50 Batch  837/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.210
Epoch  50 Batch  838/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.162
Epoch  50 Batch  839/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.164
Epoch  50 Batch  840/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.156
Epoch  50 Batch  841/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.917, Loss:  0.184
Epoch  50 Batch  842/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.160
Epoch  50 Batch  843/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.180
Epoch  50 Batch  844/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.157
Epoch  50 Batch  845/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.163
Epoch  50 Batch  846/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.924, Loss:  0.194
Epoch  50 Batch  847/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.189
Epoch  50 Batch  848/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.924, Loss:  0.164
Epoch  50 Batch  849/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.170
Epoch  50 Batch  850/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.203
Epoch  50 Batch  851/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.188
Epoch  50 Batch  852/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.198
Epoch  50 Batch  853/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.919, Loss:  0.160
Epoch  50 Batch  854/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.182
Epoch  50 Batch  855/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.181
Epoch  50 Batch  856/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.194
Epoch  50 Batch  857/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.161
Epoch  50 Batch  858/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.152
Epoch  50 Batch  859/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.202
Epoch  50 Batch  860/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  861/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.177
Epoch  50 Batch  862/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.176
Epoch  50 Batch  863/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.185
Epoch  50 Batch  864/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.171
Epoch  50 Batch  865/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.196
Epoch  50 Batch  866/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.186
Epoch  50 Batch  867/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.918, Loss:  0.243
Epoch  50 Batch  868/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.180
Epoch  50 Batch  869/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.171
Epoch  50 Batch  870/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.176
Epoch  50 Batch  871/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.167
Epoch  50 Batch  872/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.917, Loss:  0.166
Epoch  50 Batch  873/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.186
Epoch  50 Batch  874/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.189
Epoch  50 Batch  875/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.195
Epoch  50 Batch  876/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.182
Epoch  50 Batch  877/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.163
Epoch  50 Batch  878/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.171
Epoch  50 Batch  879/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.153
Epoch  50 Batch  880/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.175
Epoch  50 Batch  881/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.196
Epoch  50 Batch  882/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.195
Epoch  50 Batch  883/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.922, Loss:  0.225
Epoch  50 Batch  884/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.921, Loss:  0.160
Epoch  50 Batch  885/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.141
Epoch  50 Batch  886/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.185
Epoch  50 Batch  887/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.921, Loss:  0.208
Epoch  50 Batch  888/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.165
Epoch  50 Batch  889/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.178
Epoch  50 Batch  890/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.921, Loss:  0.167
Epoch  50 Batch  891/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.167
Epoch  50 Batch  892/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.167
Epoch  50 Batch  893/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.204
Epoch  50 Batch  894/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.169
Epoch  50 Batch  895/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.171
Epoch  50 Batch  896/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.200
Epoch  50 Batch  897/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.137
Epoch  50 Batch  898/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.149
Epoch  50 Batch  899/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.195
Epoch  50 Batch  900/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.199
Epoch  50 Batch  901/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.192
Epoch  50 Batch  902/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.186
Epoch  50 Batch  903/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.165
Epoch  50 Batch  904/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.164
Epoch  50 Batch  905/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.163
Epoch  50 Batch  906/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.157
Epoch  50 Batch  907/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.173
Epoch  50 Batch  908/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.171
Epoch  50 Batch  909/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.193
Epoch  50 Batch  910/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.161
Epoch  50 Batch  911/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.161
Epoch  50 Batch  912/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.182
Epoch  50 Batch  913/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.210
Epoch  50 Batch  914/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.218
Epoch  50 Batch  915/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.917, Loss:  0.170
Epoch  50 Batch  916/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.184
Epoch  50 Batch  917/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.169
Epoch  50 Batch  918/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.168
Epoch  50 Batch  919/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.177
Epoch  50 Batch  920/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.162
Epoch  50 Batch  921/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.185
Epoch  50 Batch  922/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.161
Epoch  50 Batch  923/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.176
Epoch  50 Batch  924/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.204
Epoch  50 Batch  925/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.170
Epoch  50 Batch  926/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.925, Loss:  0.194
Epoch  50 Batch  927/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.193
Epoch  50 Batch  928/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.187
Epoch  50 Batch  929/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.188
Epoch  50 Batch  930/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.184
Epoch  50 Batch  931/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.180
Epoch  50 Batch  932/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.176
Epoch  50 Batch  933/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.927, Loss:  0.202
Epoch  50 Batch  934/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.927, Loss:  0.169
Epoch  50 Batch  935/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.927, Loss:  0.183
Epoch  50 Batch  936/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.175
Epoch  50 Batch  937/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.194
Epoch  50 Batch  938/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.931, Loss:  0.194
Epoch  50 Batch  939/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.206
Epoch  50 Batch  940/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.165
Epoch  50 Batch  941/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.151
Epoch  50 Batch  942/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.927, Loss:  0.178
Epoch  50 Batch  943/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.159
Epoch  50 Batch  944/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.924, Loss:  0.160
Epoch  50 Batch  945/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.165
Epoch  50 Batch  946/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.172
Epoch  50 Batch  947/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.924, Loss:  0.191
Epoch  50 Batch  948/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.175
Epoch  50 Batch  949/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.159
Epoch  50 Batch  950/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.143
Epoch  50 Batch  951/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.180
Epoch  50 Batch  952/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.160
Epoch  50 Batch  953/1077 - Train Accuracy:  0.971, Validation Accuracy:  0.925, Loss:  0.159
Epoch  50 Batch  954/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.183
Epoch  50 Batch  955/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.165
Epoch  50 Batch  956/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.179
Epoch  50 Batch  957/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.182
Epoch  50 Batch  958/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.176
Epoch  50 Batch  959/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.173
Epoch  50 Batch  960/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.175
Epoch  50 Batch  961/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.197
Epoch  50 Batch  962/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.162
Epoch  50 Batch  963/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.207
Epoch  50 Batch  964/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.161
Epoch  50 Batch  965/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.205
Epoch  50 Batch  966/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.151
Epoch  50 Batch  967/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.166
Epoch  50 Batch  968/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.924, Loss:  0.207
Epoch  50 Batch  969/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.217
Epoch  50 Batch  970/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.186
Epoch  50 Batch  971/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.182
Epoch  50 Batch  972/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.168
Epoch  50 Batch  973/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.920, Loss:  0.156
Epoch  50 Batch  974/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.180
Epoch  50 Batch  975/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.918, Loss:  0.176
Epoch  50 Batch  976/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.170
Epoch  50 Batch  977/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.158
Epoch  50 Batch  978/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.189
Epoch  50 Batch  979/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.205
Epoch  50 Batch  980/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.183
Epoch  50 Batch  981/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.184
Epoch  50 Batch  982/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.185
Epoch  50 Batch  983/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.914, Loss:  0.188
Epoch  50 Batch  984/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.199
Epoch  50 Batch  985/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.157
Epoch  50 Batch  986/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.190
Epoch  50 Batch  987/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.169
Epoch  50 Batch  988/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.192
Epoch  50 Batch  989/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.197
Epoch  50 Batch  990/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.198
Epoch  50 Batch  991/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.190
Epoch  50 Batch  992/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.916, Loss:  0.179
Epoch  50 Batch  993/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.158
Epoch  50 Batch  994/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.176
Epoch  50 Batch  995/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.187
Epoch  50 Batch  996/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.179
Epoch  50 Batch  997/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.184
Epoch  50 Batch  998/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.180
Epoch  50 Batch  999/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.187
Epoch  50 Batch 1000/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.913, Loss:  0.170
Epoch  50 Batch 1001/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.149
Epoch  50 Batch 1002/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.915, Loss:  0.150
Epoch  50 Batch 1003/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.165
Epoch  50 Batch 1004/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.190
Epoch  50 Batch 1005/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.912, Loss:  0.166
Epoch  50 Batch 1006/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.156
Epoch  50 Batch 1007/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.911, Loss:  0.156
Epoch  50 Batch 1008/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.207
Epoch  50 Batch 1009/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.910, Loss:  0.162
Epoch  50 Batch 1010/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.908, Loss:  0.191
Epoch  50 Batch 1011/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.906, Loss:  0.173
Epoch  50 Batch 1012/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.157
Epoch  50 Batch 1013/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.157
Epoch  50 Batch 1014/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.165
Epoch  50 Batch 1015/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.203
Epoch  50 Batch 1016/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.187
Epoch  50 Batch 1017/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.182
Epoch  50 Batch 1018/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.919, Loss:  0.189
Epoch  50 Batch 1019/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.213
Epoch  50 Batch 1020/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.914, Loss:  0.158
Epoch  50 Batch 1021/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.162
Epoch  50 Batch 1022/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.170
Epoch  50 Batch 1023/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.161
Epoch  50 Batch 1024/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.913, Loss:  0.197
Epoch  50 Batch 1025/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.919, Loss:  0.198
Epoch  50 Batch 1026/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.176
Epoch  50 Batch 1027/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.181
Epoch  50 Batch 1028/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.156
Epoch  50 Batch 1029/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.169
Epoch  50 Batch 1030/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.917, Loss:  0.195
Epoch  50 Batch 1031/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.190
Epoch  50 Batch 1032/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.188
Epoch  50 Batch 1033/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.187
Epoch  50 Batch 1034/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.195
Epoch  50 Batch 1035/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.919, Loss:  0.167
Epoch  50 Batch 1036/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.190
Epoch  50 Batch 1037/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.184
Epoch  50 Batch 1038/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.224
Epoch  50 Batch 1039/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.911, Loss:  0.174
Epoch  50 Batch 1040/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.182
Epoch  50 Batch 1041/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.911, Loss:  0.203
Epoch  50 Batch 1042/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.911, Loss:  0.174
Epoch  50 Batch 1043/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.225
Epoch  50 Batch 1044/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.192
Epoch  50 Batch 1045/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.191
Epoch  50 Batch 1046/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.919, Loss:  0.152
Epoch  50 Batch 1047/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.177
Epoch  50 Batch 1048/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.171
Epoch  50 Batch 1049/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.923, Loss:  0.194
Epoch  50 Batch 1050/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.165
Epoch  50 Batch 1051/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.180
Epoch  50 Batch 1052/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.170
Epoch  50 Batch 1053/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.174
Epoch  50 Batch 1054/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.166
Epoch  50 Batch 1055/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.179
Epoch  50 Batch 1056/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.159
Epoch  50 Batch 1057/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.196
Epoch  50 Batch 1058/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.194
Epoch  50 Batch 1059/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.921, Loss:  0.205
Epoch  50 Batch 1060/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.167
Epoch  50 Batch 1061/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.195
Epoch  50 Batch 1062/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.168
Epoch  50 Batch 1063/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.919, Loss:  0.180
Epoch  50 Batch 1064/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.181
Epoch  50 Batch 1065/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.170
Epoch  50 Batch 1066/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.153
Epoch  50 Batch 1067/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.205
Epoch  50 Batch 1068/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.165
Epoch  50 Batch 1069/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.144
Epoch  50 Batch 1070/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.171
Epoch  50 Batch 1071/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.177
Epoch  50 Batch 1072/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.177
Epoch  50 Batch 1073/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.191
Epoch  50 Batch 1074/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.916, Loss:  0.213
Epoch  50 Batch 1075/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.213
Epoch  51 Batch    0/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.155
Epoch  51 Batch    1/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.168
Epoch  51 Batch    2/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.184
Epoch  51 Batch    3/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.915, Loss:  0.175
Epoch  51 Batch    4/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.171
Epoch  51 Batch    5/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.202
Epoch  51 Batch    6/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.173
Epoch  51 Batch    7/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.912, Loss:  0.165
Epoch  51 Batch    8/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.907, Loss:  0.155
Epoch  51 Batch    9/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.184
Epoch  51 Batch   10/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.908, Loss:  0.190
Epoch  51 Batch   11/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.912, Loss:  0.190
Epoch  51 Batch   12/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.912, Loss:  0.193
Epoch  51 Batch   13/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.193
Epoch  51 Batch   14/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.913, Loss:  0.144
Epoch  51 Batch   15/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.913, Loss:  0.175
Epoch  51 Batch   16/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.184
Epoch  51 Batch   17/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.913, Loss:  0.192
Epoch  51 Batch   18/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.166
Epoch  51 Batch   19/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.190
Epoch  51 Batch   20/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.913, Loss:  0.143
Epoch  51 Batch   21/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.912, Loss:  0.186
Epoch  51 Batch   22/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.178
Epoch  51 Batch   23/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.172
Epoch  51 Batch   24/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.907, Loss:  0.193
Epoch  51 Batch   25/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.907, Loss:  0.155
Epoch  51 Batch   26/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.908, Loss:  0.181
Epoch  51 Batch   27/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.907, Loss:  0.165
Epoch  51 Batch   28/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.916, Loss:  0.169
Epoch  51 Batch   29/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.179
Epoch  51 Batch   30/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.184
Epoch  51 Batch   31/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.167
Epoch  51 Batch   32/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.156
Epoch  51 Batch   33/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.160
Epoch  51 Batch   34/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.183
Epoch  51 Batch   35/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.165
Epoch  51 Batch   36/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.186
Epoch  51 Batch   37/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.159
Epoch  51 Batch   38/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.207
Epoch  51 Batch   39/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.218
Epoch  51 Batch   40/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.176
Epoch  51 Batch   41/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.169
Epoch  51 Batch   42/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.916, Loss:  0.211
Epoch  51 Batch   43/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.169
Epoch  51 Batch   44/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.172
Epoch  51 Batch   45/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.916, Loss:  0.187
Epoch  51 Batch   46/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.916, Loss:  0.193
Epoch  51 Batch   47/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.919, Loss:  0.197
Epoch  51 Batch   48/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.915, Loss:  0.202
Epoch  51 Batch   49/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.201
Epoch  51 Batch   50/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.915, Loss:  0.161
Epoch  51 Batch   51/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.159
Epoch  51 Batch   52/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.167
Epoch  51 Batch   53/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.170
Epoch  51 Batch   54/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.224
Epoch  51 Batch   55/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.183
Epoch  51 Batch   56/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.911, Loss:  0.164
Epoch  51 Batch   57/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.914, Loss:  0.163
Epoch  51 Batch   58/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.169
Epoch  51 Batch   59/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.913, Loss:  0.183
Epoch  51 Batch   60/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.188
Epoch  51 Batch   61/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.906, Loss:  0.188
Epoch  51 Batch   62/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.906, Loss:  0.190
Epoch  51 Batch   63/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.909, Loss:  0.167
Epoch  51 Batch   64/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.909, Loss:  0.162
Epoch  51 Batch   65/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.182
Epoch  51 Batch   66/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.148
Epoch  51 Batch   67/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.174
Epoch  51 Batch   68/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.196
Epoch  51 Batch   69/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.190
Epoch  51 Batch   70/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.198
Epoch  51 Batch   71/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.172
Epoch  51 Batch   72/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.176
Epoch  51 Batch   73/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.188
Epoch  51 Batch   74/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.163
Epoch  51 Batch   75/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.222
Epoch  51 Batch   76/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.159
Epoch  51 Batch   77/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.188
Epoch  51 Batch   78/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.914, Loss:  0.197
Epoch  51 Batch   79/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.913, Loss:  0.180
Epoch  51 Batch   80/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.171
Epoch  51 Batch   81/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.167
Epoch  51 Batch   82/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.143
Epoch  51 Batch   83/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.183
Epoch  51 Batch   84/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.188
Epoch  51 Batch   85/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.155
Epoch  51 Batch   86/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.178
Epoch  51 Batch   87/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.213
Epoch  51 Batch   88/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.186
Epoch  51 Batch   89/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.166
Epoch  51 Batch   90/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.183
Epoch  51 Batch   91/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.147
Epoch  51 Batch   92/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.171
Epoch  51 Batch   93/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.910, Loss:  0.189
Epoch  51 Batch   94/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.908, Loss:  0.159
Epoch  51 Batch   95/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.908, Loss:  0.184
Epoch  51 Batch   96/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.196
Epoch  51 Batch   97/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.911, Loss:  0.182
Epoch  51 Batch   98/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.170
Epoch  51 Batch   99/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.193
Epoch  51 Batch  100/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.160
Epoch  51 Batch  101/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.177
Epoch  51 Batch  102/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.161
Epoch  51 Batch  103/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.193
Epoch  51 Batch  104/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.168
Epoch  51 Batch  105/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.172
Epoch  51 Batch  106/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.211
Epoch  51 Batch  107/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.194
Epoch  51 Batch  108/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.159
Epoch  51 Batch  109/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.172
Epoch  51 Batch  110/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.152
Epoch  51 Batch  111/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.168
Epoch  51 Batch  112/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.159
Epoch  51 Batch  113/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.195
Epoch  51 Batch  114/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.161
Epoch  51 Batch  115/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.192
Epoch  51 Batch  116/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.911, Loss:  0.183
Epoch  51 Batch  117/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.192
Epoch  51 Batch  118/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.911, Loss:  0.215
Epoch  51 Batch  119/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.169
Epoch  51 Batch  120/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.212
Epoch  51 Batch  121/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.910, Loss:  0.176
Epoch  51 Batch  122/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.910, Loss:  0.167
Epoch  51 Batch  123/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.910, Loss:  0.138
Epoch  51 Batch  124/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.910, Loss:  0.196
Epoch  51 Batch  125/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.179
Epoch  51 Batch  126/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.145
Epoch  51 Batch  127/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.180
Epoch  51 Batch  128/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.141
Epoch  51 Batch  129/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.193
Epoch  51 Batch  130/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.157
Epoch  51 Batch  131/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.168
Epoch  51 Batch  132/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.186
Epoch  51 Batch  133/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.164
Epoch  51 Batch  134/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.168
Epoch  51 Batch  135/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.930, Loss:  0.171
Epoch  51 Batch  136/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.172
Epoch  51 Batch  137/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.153
Epoch  51 Batch  138/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.177
Epoch  51 Batch  139/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.174
Epoch  51 Batch  140/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.180
Epoch  51 Batch  141/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.182
Epoch  51 Batch  142/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.170
Epoch  51 Batch  143/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.925, Loss:  0.175
Epoch  51 Batch  144/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.187
Epoch  51 Batch  145/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.209
Epoch  51 Batch  146/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.929, Loss:  0.246
Epoch  51 Batch  147/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.929, Loss:  0.187
Epoch  51 Batch  148/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.173
Epoch  51 Batch  149/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.933, Loss:  0.192
Epoch  51 Batch  150/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.165
Epoch  51 Batch  151/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.150
Epoch  51 Batch  152/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.221
Epoch  51 Batch  153/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.932, Loss:  0.191
Epoch  51 Batch  154/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.184
Epoch  51 Batch  155/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.179
Epoch  51 Batch  156/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.155
Epoch  51 Batch  157/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.927, Loss:  0.174
Epoch  51 Batch  158/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.185
Epoch  51 Batch  159/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.148
Epoch  51 Batch  160/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.166
Epoch  51 Batch  161/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.171
Epoch  51 Batch  162/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.202
Epoch  51 Batch  163/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.223
Epoch  51 Batch  164/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.198
Epoch  51 Batch  165/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.156
Epoch  51 Batch  166/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.189
Epoch  51 Batch  167/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.173
Epoch  51 Batch  168/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.198
Epoch  51 Batch  169/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.187
Epoch  51 Batch  170/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.182
Epoch  51 Batch  171/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.914, Loss:  0.149
Epoch  51 Batch  172/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.157
Epoch  51 Batch  173/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.167
Epoch  51 Batch  174/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.170
Epoch  51 Batch  175/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.198
Epoch  51 Batch  176/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.161
Epoch  51 Batch  177/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.183
Epoch  51 Batch  178/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.922, Loss:  0.170
Epoch  51 Batch  179/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.186
Epoch  51 Batch  180/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.152
Epoch  51 Batch  181/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.191
Epoch  51 Batch  182/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.185
Epoch  51 Batch  183/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.924, Loss:  0.202
Epoch  51 Batch  184/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.159
Epoch  51 Batch  185/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.172
Epoch  51 Batch  186/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.189
Epoch  51 Batch  187/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.157
Epoch  51 Batch  188/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.923, Loss:  0.173
Epoch  51 Batch  189/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.170
Epoch  51 Batch  190/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.150
Epoch  51 Batch  191/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.151
Epoch  51 Batch  192/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.187
Epoch  51 Batch  193/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.177
Epoch  51 Batch  194/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.171
Epoch  51 Batch  195/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.178
Epoch  51 Batch  196/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.912, Loss:  0.161
Epoch  51 Batch  197/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.160
Epoch  51 Batch  198/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.909, Loss:  0.184
Epoch  51 Batch  199/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.908, Loss:  0.146
Epoch  51 Batch  200/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.180
Epoch  51 Batch  201/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.909, Loss:  0.149
Epoch  51 Batch  202/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.909, Loss:  0.183
Epoch  51 Batch  203/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.910, Loss:  0.161
Epoch  51 Batch  204/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.915, Loss:  0.235
Epoch  51 Batch  205/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.181
Epoch  51 Batch  206/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.170
Epoch  51 Batch  207/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.174
Epoch  51 Batch  208/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.207
Epoch  51 Batch  209/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.916, Loss:  0.141
Epoch  51 Batch  210/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.188
Epoch  51 Batch  211/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.911, Loss:  0.177
Epoch  51 Batch  212/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.141
Epoch  51 Batch  213/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.911, Loss:  0.142
Epoch  51 Batch  214/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.145
Epoch  51 Batch  215/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.194
Epoch  51 Batch  216/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.173
Epoch  51 Batch  217/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.159
Epoch  51 Batch  218/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.909, Loss:  0.203
Epoch  51 Batch  219/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.168
Epoch  51 Batch  220/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.909, Loss:  0.170
Epoch  51 Batch  221/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.176
Epoch  51 Batch  222/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.907, Loss:  0.175
Epoch  51 Batch  223/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.907, Loss:  0.147
Epoch  51 Batch  224/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.906, Loss:  0.184
Epoch  51 Batch  225/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.183
Epoch  51 Batch  226/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.168
Epoch  51 Batch  227/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.915, Loss:  0.202
Epoch  51 Batch  228/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.168
Epoch  51 Batch  229/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.196
Epoch  51 Batch  230/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.155
Epoch  51 Batch  231/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.204
Epoch  51 Batch  232/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.923, Loss:  0.165
Epoch  51 Batch  233/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.211
Epoch  51 Batch  234/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.921, Loss:  0.200
Epoch  51 Batch  235/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.179
Epoch  51 Batch  236/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.921, Loss:  0.202
Epoch  51 Batch  237/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.147
Epoch  51 Batch  238/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.170
Epoch  51 Batch  239/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.922, Loss:  0.145
Epoch  51 Batch  240/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.922, Loss:  0.165
Epoch  51 Batch  241/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.922, Loss:  0.150
Epoch  51 Batch  242/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.159
Epoch  51 Batch  243/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.193
Epoch  51 Batch  244/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.186
Epoch  51 Batch  245/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.144
Epoch  51 Batch  246/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.183
Epoch  51 Batch  247/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.168
Epoch  51 Batch  248/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.161
Epoch  51 Batch  249/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.167
Epoch  51 Batch  250/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.160
Epoch  51 Batch  251/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.171
Epoch  51 Batch  252/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.158
Epoch  51 Batch  253/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.173
Epoch  51 Batch  254/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.197
Epoch  51 Batch  255/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.174
Epoch  51 Batch  256/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.208
Epoch  51 Batch  257/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.168
Epoch  51 Batch  258/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.195
Epoch  51 Batch  259/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.178
Epoch  51 Batch  260/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.160
Epoch  51 Batch  261/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.175
Epoch  51 Batch  262/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.158
Epoch  51 Batch  263/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.918, Loss:  0.151
Epoch  51 Batch  264/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.183
Epoch  51 Batch  265/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.173
Epoch  51 Batch  266/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.175
Epoch  51 Batch  267/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.922, Loss:  0.152
Epoch  51 Batch  268/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.203
Epoch  51 Batch  269/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.199
Epoch  51 Batch  270/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.923, Loss:  0.190
Epoch  51 Batch  271/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.163
Epoch  51 Batch  272/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.254
Epoch  51 Batch  273/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.159
Epoch  51 Batch  274/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.167
Epoch  51 Batch  275/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.181
Epoch  51 Batch  276/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.219
Epoch  51 Batch  277/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.923, Loss:  0.158
Epoch  51 Batch  278/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.189
Epoch  51 Batch  279/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.916, Loss:  0.201
Epoch  51 Batch  280/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.916, Loss:  0.195
Epoch  51 Batch  281/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.188
Epoch  51 Batch  282/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.208
Epoch  51 Batch  283/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.920, Loss:  0.177
Epoch  51 Batch  284/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.199
Epoch  51 Batch  285/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.178
Epoch  51 Batch  286/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.159
Epoch  51 Batch  287/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.934, Loss:  0.170
Epoch  51 Batch  288/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.197
Epoch  51 Batch  289/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.175
Epoch  51 Batch  290/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.196
Epoch  51 Batch  291/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.934, Loss:  0.199
Epoch  51 Batch  292/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.180
Epoch  51 Batch  293/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.934, Loss:  0.169
Epoch  51 Batch  294/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.155
Epoch  51 Batch  295/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.197
Epoch  51 Batch  296/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.155
Epoch  51 Batch  297/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.934, Loss:  0.221
Epoch  51 Batch  298/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.935, Loss:  0.191
Epoch  51 Batch  299/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.935, Loss:  0.160
Epoch  51 Batch  300/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.929, Loss:  0.167
Epoch  51 Batch  301/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.155
Epoch  51 Batch  302/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.925, Loss:  0.152
Epoch  51 Batch  303/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.196
Epoch  51 Batch  304/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.924, Loss:  0.168
Epoch  51 Batch  305/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.197
Epoch  51 Batch  306/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.181
Epoch  51 Batch  307/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.165
Epoch  51 Batch  308/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.185
Epoch  51 Batch  309/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.153
Epoch  51 Batch  310/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.176
Epoch  51 Batch  311/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.175
Epoch  51 Batch  312/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.911, Loss:  0.194
Epoch  51 Batch  313/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.159
Epoch  51 Batch  314/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.181
Epoch  51 Batch  315/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.909, Loss:  0.161
Epoch  51 Batch  316/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.909, Loss:  0.149
Epoch  51 Batch  317/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.908, Loss:  0.186
Epoch  51 Batch  318/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.907, Loss:  0.175
Epoch  51 Batch  319/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.183
Epoch  51 Batch  320/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.907, Loss:  0.165
Epoch  51 Batch  321/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.907, Loss:  0.179
Epoch  51 Batch  322/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.902, Loss:  0.165
Epoch  51 Batch  323/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.902, Loss:  0.194
Epoch  51 Batch  324/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.902, Loss:  0.152
Epoch  51 Batch  325/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.899, Loss:  0.189
Epoch  51 Batch  326/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.904, Loss:  0.153
Epoch  51 Batch  327/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.205
Epoch  51 Batch  328/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.907, Loss:  0.207
Epoch  51 Batch  329/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.907, Loss:  0.181
Epoch  51 Batch  330/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.905, Loss:  0.165
Epoch  51 Batch  331/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.905, Loss:  0.185
Epoch  51 Batch  332/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.145
Epoch  51 Batch  333/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.905, Loss:  0.153
Epoch  51 Batch  334/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.905, Loss:  0.165
Epoch  51 Batch  335/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.905, Loss:  0.177
Epoch  51 Batch  336/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.904, Loss:  0.195
Epoch  51 Batch  337/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.904, Loss:  0.190
Epoch  51 Batch  338/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.909, Loss:  0.209
Epoch  51 Batch  339/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.911, Loss:  0.143
Epoch  51 Batch  340/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.189
Epoch  51 Batch  341/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.209
Epoch  51 Batch  342/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.164
Epoch  51 Batch  343/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.161
Epoch  51 Batch  344/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.175
Epoch  51 Batch  345/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.163
Epoch  51 Batch  346/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.169
Epoch  51 Batch  347/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.913, Loss:  0.145
Epoch  51 Batch  348/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.158
Epoch  51 Batch  349/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.160
Epoch  51 Batch  350/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.908, Loss:  0.167
Epoch  51 Batch  351/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.900, Loss:  0.173
Epoch  51 Batch  352/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.904, Loss:  0.172
Epoch  51 Batch  353/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.904, Loss:  0.204
Epoch  51 Batch  354/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.906, Loss:  0.199
Epoch  51 Batch  355/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.188
Epoch  51 Batch  356/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.906, Loss:  0.165
Epoch  51 Batch  357/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.165
Epoch  51 Batch  358/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.907, Loss:  0.207
Epoch  51 Batch  359/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.907, Loss:  0.164
Epoch  51 Batch  360/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.170
Epoch  51 Batch  361/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.902, Loss:  0.167
Epoch  51 Batch  362/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.187
Epoch  51 Batch  363/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.908, Loss:  0.196
Epoch  51 Batch  364/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.206
Epoch  51 Batch  365/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.160
Epoch  51 Batch  366/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.165
Epoch  51 Batch  367/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.157
Epoch  51 Batch  368/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.913, Loss:  0.162
Epoch  51 Batch  369/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.907, Loss:  0.176
Epoch  51 Batch  370/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.913, Loss:  0.180
Epoch  51 Batch  371/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.162
Epoch  51 Batch  372/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.166
Epoch  51 Batch  373/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.148
Epoch  51 Batch  374/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.181
Epoch  51 Batch  375/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.916, Loss:  0.176
Epoch  51 Batch  376/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.169
Epoch  51 Batch  377/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.176
Epoch  51 Batch  378/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.162
Epoch  51 Batch  379/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.205
Epoch  51 Batch  380/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.163
Epoch  51 Batch  381/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.205
Epoch  51 Batch  382/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.212
Epoch  51 Batch  383/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.156
Epoch  51 Batch  384/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.166
Epoch  51 Batch  385/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.161
Epoch  51 Batch  386/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.926, Loss:  0.165
Epoch  51 Batch  387/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.175
Epoch  51 Batch  388/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.163
Epoch  51 Batch  389/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.181
Epoch  51 Batch  390/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.923, Loss:  0.197
Epoch  51 Batch  391/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.175
Epoch  51 Batch  392/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.197
Epoch  51 Batch  393/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.160
Epoch  51 Batch  394/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.172
Epoch  51 Batch  395/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.154
Epoch  51 Batch  396/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.183
Epoch  51 Batch  397/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.179
Epoch  51 Batch  398/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.189
Epoch  51 Batch  399/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.919, Loss:  0.185
Epoch  51 Batch  400/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.200
Epoch  51 Batch  401/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.150
Epoch  51 Batch  402/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.169
Epoch  51 Batch  403/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.220
Epoch  51 Batch  404/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.156
Epoch  51 Batch  405/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.206
Epoch  51 Batch  406/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.917, Loss:  0.147
Epoch  51 Batch  407/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.213
Epoch  51 Batch  408/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.189
Epoch  51 Batch  409/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.916, Loss:  0.193
Epoch  51 Batch  410/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.187
Epoch  51 Batch  411/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.183
Epoch  51 Batch  412/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.922, Loss:  0.168
Epoch  51 Batch  413/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.163
Epoch  51 Batch  414/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.193
Epoch  51 Batch  415/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.162
Epoch  51 Batch  416/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.184
Epoch  51 Batch  417/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.229
Epoch  51 Batch  418/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.917, Loss:  0.165
Epoch  51 Batch  419/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.178
Epoch  51 Batch  420/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.922, Loss:  0.155
Epoch  51 Batch  421/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.193
Epoch  51 Batch  422/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.166
Epoch  51 Batch  423/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.195
Epoch  51 Batch  424/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.909, Loss:  0.182
Epoch  51 Batch  425/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.173
Epoch  51 Batch  426/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.212
Epoch  51 Batch  427/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.169
Epoch  51 Batch  428/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.913, Loss:  0.159
Epoch  51 Batch  429/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.152
Epoch  51 Batch  430/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.170
Epoch  51 Batch  431/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.917, Loss:  0.169
Epoch  51 Batch  432/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.175
Epoch  51 Batch  433/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.913, Loss:  0.178
Epoch  51 Batch  434/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.176
Epoch  51 Batch  435/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.912, Loss:  0.179
Epoch  51 Batch  436/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.159
Epoch  51 Batch  437/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.166
Epoch  51 Batch  438/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.187
Epoch  51 Batch  439/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.187
Epoch  51 Batch  440/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.930, Loss:  0.196
Epoch  51 Batch  441/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.935, Loss:  0.160
Epoch  51 Batch  442/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.175
Epoch  51 Batch  443/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.935, Loss:  0.172
Epoch  51 Batch  444/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.167
Epoch  51 Batch  445/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.172
Epoch  51 Batch  446/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.912, Loss:  0.143
Epoch  51 Batch  447/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.179
Epoch  51 Batch  448/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.196
Epoch  51 Batch  449/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.209
Epoch  51 Batch  450/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.179
Epoch  51 Batch  451/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.183
Epoch  51 Batch  452/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.176
Epoch  51 Batch  453/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.172
Epoch  51 Batch  454/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.173
Epoch  51 Batch  455/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.173
Epoch  51 Batch  456/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.179
Epoch  51 Batch  457/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.160
Epoch  51 Batch  458/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.183
Epoch  51 Batch  459/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.157
Epoch  51 Batch  460/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.180
Epoch  51 Batch  461/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.169
Epoch  51 Batch  462/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.165
Epoch  51 Batch  463/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.168
Epoch  51 Batch  464/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.163
Epoch  51 Batch  465/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.204
Epoch  51 Batch  466/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.168
Epoch  51 Batch  467/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.185
Epoch  51 Batch  468/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.168
Epoch  51 Batch  469/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.174
Epoch  51 Batch  470/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.919, Loss:  0.185
Epoch  51 Batch  471/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.923, Loss:  0.140
Epoch  51 Batch  472/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.163
Epoch  51 Batch  473/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.187
Epoch  51 Batch  474/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.186
Epoch  51 Batch  475/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.174
Epoch  51 Batch  476/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.176
Epoch  51 Batch  477/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.163
Epoch  51 Batch  478/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.184
Epoch  51 Batch  479/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.195
Epoch  51 Batch  480/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.173
Epoch  51 Batch  481/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.174
Epoch  51 Batch  482/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.190
Epoch  51 Batch  483/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.203
Epoch  51 Batch  484/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.176
Epoch  51 Batch  485/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.172
Epoch  51 Batch  486/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.152
Epoch  51 Batch  487/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.920, Loss:  0.173
Epoch  51 Batch  488/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.155
Epoch  51 Batch  489/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.169
Epoch  51 Batch  490/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.183
Epoch  51 Batch  491/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.195
Epoch  51 Batch  492/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.185
Epoch  51 Batch  493/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.170
Epoch  51 Batch  494/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.191
Epoch  51 Batch  495/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.175
Epoch  51 Batch  496/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.168
Epoch  51 Batch  497/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.197
Epoch  51 Batch  498/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.179
Epoch  51 Batch  499/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.164
Epoch  51 Batch  500/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.159
Epoch  51 Batch  501/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.168
Epoch  51 Batch  502/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.919, Loss:  0.165
Epoch  51 Batch  503/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.170
Epoch  51 Batch  504/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.181
Epoch  51 Batch  505/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.923, Loss:  0.155
Epoch  51 Batch  506/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.183
Epoch  51 Batch  507/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.921, Loss:  0.162
Epoch  51 Batch  508/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.163
Epoch  51 Batch  509/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.923, Loss:  0.203
Epoch  51 Batch  510/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.158
Epoch  51 Batch  511/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.176
Epoch  51 Batch  512/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.924, Loss:  0.173
Epoch  51 Batch  513/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.171
Epoch  51 Batch  514/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.924, Loss:  0.173
Epoch  51 Batch  515/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.179
Epoch  51 Batch  516/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.160
Epoch  51 Batch  517/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.172
Epoch  51 Batch  518/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.153
Epoch  51 Batch  519/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.178
Epoch  51 Batch  520/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.922, Loss:  0.162
Epoch  51 Batch  521/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.922, Loss:  0.179
Epoch  51 Batch  522/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.923, Loss:  0.193
Epoch  51 Batch  523/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.196
Epoch  51 Batch  524/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.198
Epoch  51 Batch  525/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.173
Epoch  51 Batch  526/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.171
Epoch  51 Batch  527/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.167
Epoch  51 Batch  528/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.166
Epoch  51 Batch  529/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.166
Epoch  51 Batch  530/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.202
Epoch  51 Batch  531/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.927, Loss:  0.160
Epoch  51 Batch  532/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.927, Loss:  0.208
Epoch  51 Batch  533/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.204
Epoch  51 Batch  534/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.188
Epoch  51 Batch  535/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.161
Epoch  51 Batch  536/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.161
Epoch  51 Batch  537/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.181
Epoch  51 Batch  538/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.924, Loss:  0.135
Epoch  51 Batch  539/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.189
Epoch  51 Batch  540/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.928, Loss:  0.150
Epoch  51 Batch  541/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.170
Epoch  51 Batch  542/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.180
Epoch  51 Batch  543/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.186
Epoch  51 Batch  544/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.926, Loss:  0.143
Epoch  51 Batch  545/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.188
Epoch  51 Batch  546/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.183
Epoch  51 Batch  547/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.169
Epoch  51 Batch  548/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.191
Epoch  51 Batch  549/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.931, Loss:  0.208
Epoch  51 Batch  550/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.173
Epoch  51 Batch  551/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.194
Epoch  51 Batch  552/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.185
Epoch  51 Batch  553/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.188
Epoch  51 Batch  554/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.163
Epoch  51 Batch  555/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.181
Epoch  51 Batch  556/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.156
Epoch  51 Batch  557/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.186
Epoch  51 Batch  558/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.175
Epoch  51 Batch  559/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.921, Loss:  0.156
Epoch  51 Batch  560/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.920, Loss:  0.167
Epoch  51 Batch  561/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.152
Epoch  51 Batch  562/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.152
Epoch  51 Batch  563/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.917, Loss:  0.215
Epoch  51 Batch  564/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.195
Epoch  51 Batch  565/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.199
Epoch  51 Batch  566/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.223
Epoch  51 Batch  567/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.178
Epoch  51 Batch  568/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.176
Epoch  51 Batch  569/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.186
Epoch  51 Batch  570/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.205
Epoch  51 Batch  571/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.159
Epoch  51 Batch  572/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.154
Epoch  51 Batch  573/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.203
Epoch  51 Batch  574/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.191
Epoch  51 Batch  575/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.162
Epoch  51 Batch  576/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.913, Loss:  0.173
Epoch  51 Batch  577/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.179
Epoch  51 Batch  578/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.907, Loss:  0.184
Epoch  51 Batch  579/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.157
Epoch  51 Batch  580/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.911, Loss:  0.147
Epoch  51 Batch  581/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.145
Epoch  51 Batch  582/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.912, Loss:  0.164
Epoch  51 Batch  583/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.188
Epoch  51 Batch  584/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.171
Epoch  51 Batch  585/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.155
Epoch  51 Batch  586/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.175
Epoch  51 Batch  587/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.162
Epoch  51 Batch  588/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.150
Epoch  51 Batch  589/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.915, Loss:  0.153
Epoch  51 Batch  590/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.176
Epoch  51 Batch  591/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.168
Epoch  51 Batch  592/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.190
Epoch  51 Batch  593/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.176
Epoch  51 Batch  594/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.176
Epoch  51 Batch  595/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.180
Epoch  51 Batch  596/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.187
Epoch  51 Batch  597/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.164
Epoch  51 Batch  598/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.182
Epoch  51 Batch  599/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.243
Epoch  51 Batch  600/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.174
Epoch  51 Batch  601/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.912, Loss:  0.183
Epoch  51 Batch  602/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.922, Loss:  0.173
Epoch  51 Batch  603/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.181
Epoch  51 Batch  604/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.192
Epoch  51 Batch  605/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.206
Epoch  51 Batch  606/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.909, Loss:  0.148
Epoch  51 Batch  607/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.181
Epoch  51 Batch  608/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.909, Loss:  0.201
Epoch  51 Batch  609/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.908, Loss:  0.188
Epoch  51 Batch  610/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.912, Loss:  0.174
Epoch  51 Batch  611/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.909, Loss:  0.176
Epoch  51 Batch  612/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.175
Epoch  51 Batch  613/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.203
Epoch  51 Batch  614/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.166
Epoch  51 Batch  615/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.167
Epoch  51 Batch  616/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.197
Epoch  51 Batch  617/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.171
Epoch  51 Batch  618/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.916, Loss:  0.182
Epoch  51 Batch  619/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.920, Loss:  0.188
Epoch  51 Batch  620/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.185
Epoch  51 Batch  621/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.924, Loss:  0.171
Epoch  51 Batch  622/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.168
Epoch  51 Batch  623/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.172
Epoch  51 Batch  624/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.179
Epoch  51 Batch  625/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.165
Epoch  51 Batch  626/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.167
Epoch  51 Batch  627/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.164
Epoch  51 Batch  628/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.930, Loss:  0.190
Epoch  51 Batch  629/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.200
Epoch  51 Batch  630/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.182
Epoch  51 Batch  631/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.179
Epoch  51 Batch  632/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.930, Loss:  0.159
Epoch  51 Batch  633/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.191
Epoch  51 Batch  634/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.160
Epoch  51 Batch  635/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.208
Epoch  51 Batch  636/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.177
Epoch  51 Batch  637/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.187
Epoch  51 Batch  638/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.186
Epoch  51 Batch  639/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.191
Epoch  51 Batch  640/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.160
Epoch  51 Batch  641/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.197
Epoch  51 Batch  642/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.929, Loss:  0.173
Epoch  51 Batch  643/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.154
Epoch  51 Batch  644/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.172
Epoch  51 Batch  645/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.927, Loss:  0.181
Epoch  51 Batch  646/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.183
Epoch  51 Batch  647/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.174
Epoch  51 Batch  648/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.165
Epoch  51 Batch  649/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.164
Epoch  51 Batch  650/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.173
Epoch  51 Batch  651/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.161
Epoch  51 Batch  652/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.189
Epoch  51 Batch  653/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.205
Epoch  51 Batch  654/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.162
Epoch  51 Batch  655/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.183
Epoch  51 Batch  656/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.930, Loss:  0.174
Epoch  51 Batch  657/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.174
Epoch  51 Batch  658/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.148
Epoch  51 Batch  659/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.161
Epoch  51 Batch  660/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.171
Epoch  51 Batch  661/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.148
Epoch  51 Batch  662/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.172
Epoch  51 Batch  663/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.930, Loss:  0.151
Epoch  51 Batch  664/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.164
Epoch  51 Batch  665/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.181
Epoch  51 Batch  666/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.192
Epoch  51 Batch  667/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.186
Epoch  51 Batch  668/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.196
Epoch  51 Batch  669/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.176
Epoch  51 Batch  670/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.173
Epoch  51 Batch  671/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.928, Loss:  0.193
Epoch  51 Batch  672/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.184
Epoch  51 Batch  673/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.176
Epoch  51 Batch  674/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.928, Loss:  0.176
Epoch  51 Batch  675/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.196
Epoch  51 Batch  676/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.154
Epoch  51 Batch  677/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.927, Loss:  0.191
Epoch  51 Batch  678/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.152
Epoch  51 Batch  679/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.183
Epoch  51 Batch  680/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.148
Epoch  51 Batch  681/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.182
Epoch  51 Batch  682/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.171
Epoch  51 Batch  683/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.164
Epoch  51 Batch  684/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.174
Epoch  51 Batch  685/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.191
Epoch  51 Batch  686/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.194
Epoch  51 Batch  687/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.192
Epoch  51 Batch  688/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.168
Epoch  51 Batch  689/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.920, Loss:  0.157
Epoch  51 Batch  690/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.187
Epoch  51 Batch  691/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.920, Loss:  0.184
Epoch  51 Batch  692/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.156
Epoch  51 Batch  693/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.205
Epoch  51 Batch  694/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.187
Epoch  51 Batch  695/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.158
Epoch  51 Batch  696/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.920, Loss:  0.199
Epoch  51 Batch  697/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.157
Epoch  51 Batch  698/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.161
Epoch  51 Batch  699/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.166
Epoch  51 Batch  700/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.146
Epoch  51 Batch  701/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.193
Epoch  51 Batch  702/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.220
Epoch  51 Batch  703/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.180
Epoch  51 Batch  704/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.917, Loss:  0.209
Epoch  51 Batch  705/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.182
Epoch  51 Batch  706/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.925, Loss:  0.212
Epoch  51 Batch  707/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.181
Epoch  51 Batch  708/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.925, Loss:  0.185
Epoch  51 Batch  709/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.920, Loss:  0.201
Epoch  51 Batch  710/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.165
Epoch  51 Batch  711/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.195
Epoch  51 Batch  712/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.179
Epoch  51 Batch  713/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.174
Epoch  51 Batch  714/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.178
Epoch  51 Batch  715/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.209
Epoch  51 Batch  716/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.917, Loss:  0.157
Epoch  51 Batch  717/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.168
Epoch  51 Batch  718/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.158
Epoch  51 Batch  719/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.177
Epoch  51 Batch  720/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.175
Epoch  51 Batch  721/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.165
Epoch  51 Batch  722/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.168
Epoch  51 Batch  723/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.190
Epoch  51 Batch  724/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.217
Epoch  51 Batch  725/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.139
Epoch  51 Batch  726/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.184
Epoch  51 Batch  727/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.165
Epoch  51 Batch  728/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.931, Loss:  0.194
Epoch  51 Batch  729/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.932, Loss:  0.205
Epoch  51 Batch  730/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.175
Epoch  51 Batch  731/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.927, Loss:  0.178
Epoch  51 Batch  732/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.186
Epoch  51 Batch  733/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.178
Epoch  51 Batch  734/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.175
Epoch  51 Batch  735/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.165
Epoch  51 Batch  736/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.169
Epoch  51 Batch  737/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.921, Loss:  0.198
Epoch  51 Batch  738/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.157
Epoch  51 Batch  739/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.167
Epoch  51 Batch  740/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.144
Epoch  51 Batch  741/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.925, Loss:  0.205
Epoch  51 Batch  742/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.163
Epoch  51 Batch  743/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.925, Loss:  0.184
Epoch  51 Batch  744/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.171
Epoch  51 Batch  745/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.176
Epoch  51 Batch  746/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.189
Epoch  51 Batch  747/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.156
Epoch  51 Batch  748/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.168
Epoch  51 Batch  749/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.181
Epoch  51 Batch  750/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.192
Epoch  51 Batch  751/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.192
Epoch  51 Batch  752/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.927, Loss:  0.182
Epoch  51 Batch  753/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.167
Epoch  51 Batch  754/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.926, Loss:  0.194
Epoch  51 Batch  755/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.188
Epoch  51 Batch  756/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.164
Epoch  51 Batch  757/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.194
Epoch  51 Batch  758/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.154
Epoch  51 Batch  759/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.147
Epoch  51 Batch  760/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.178
Epoch  51 Batch  761/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.927, Loss:  0.173
Epoch  51 Batch  762/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.927, Loss:  0.172
Epoch  51 Batch  763/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.158
Epoch  51 Batch  764/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.169
Epoch  51 Batch  765/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.933, Loss:  0.168
Epoch  51 Batch  766/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.191
Epoch  51 Batch  767/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.155
Epoch  51 Batch  768/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.164
Epoch  51 Batch  769/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.171
Epoch  51 Batch  770/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.926, Loss:  0.171
Epoch  51 Batch  771/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.172
Epoch  51 Batch  772/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.169
Epoch  51 Batch  773/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.929, Loss:  0.148
Epoch  51 Batch  774/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.208
Epoch  51 Batch  775/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.183
Epoch  51 Batch  776/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.158
Epoch  51 Batch  777/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.932, Loss:  0.195
Epoch  51 Batch  778/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.165
Epoch  51 Batch  779/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.179
Epoch  51 Batch  780/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.935, Loss:  0.213
Epoch  51 Batch  781/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.935, Loss:  0.152
Epoch  51 Batch  782/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.173
Epoch  51 Batch  783/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.931, Loss:  0.191
Epoch  51 Batch  784/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.167
Epoch  51 Batch  785/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.177
Epoch  51 Batch  786/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.931, Loss:  0.164
Epoch  51 Batch  787/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.159
Epoch  51 Batch  788/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.156
Epoch  51 Batch  789/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.188
Epoch  51 Batch  790/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.924, Loss:  0.196
Epoch  51 Batch  791/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.176
Epoch  51 Batch  792/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.192
Epoch  51 Batch  793/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.162
Epoch  51 Batch  794/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.922, Loss:  0.167
Epoch  51 Batch  795/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.181
Epoch  51 Batch  796/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.166
Epoch  51 Batch  797/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.148
Epoch  51 Batch  798/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.929, Loss:  0.161
Epoch  51 Batch  799/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.929, Loss:  0.193
Epoch  51 Batch  800/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.927, Loss:  0.179
Epoch  51 Batch  801/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.184
Epoch  51 Batch  802/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.188
Epoch  51 Batch  803/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.180
Epoch  51 Batch  804/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.165
Epoch  51 Batch  805/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.927, Loss:  0.180
Epoch  51 Batch  806/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.153
Epoch  51 Batch  807/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.155
Epoch  51 Batch  808/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.931, Loss:  0.194
Epoch  51 Batch  809/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.203
Epoch  51 Batch  810/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.166
Epoch  51 Batch  811/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.157
Epoch  51 Batch  812/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.194
Epoch  51 Batch  813/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.180
Epoch  51 Batch  814/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.159
Epoch  51 Batch  815/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.184
Epoch  51 Batch  816/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.176
Epoch  51 Batch  817/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.185
Epoch  51 Batch  818/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.159
Epoch  51 Batch  819/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.930, Loss:  0.166
Epoch  51 Batch  820/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.930, Loss:  0.179
Epoch  51 Batch  821/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.160
Epoch  51 Batch  822/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.931, Loss:  0.166
Epoch  51 Batch  823/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.929, Loss:  0.178
Epoch  51 Batch  824/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.178
Epoch  51 Batch  825/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.929, Loss:  0.163
Epoch  51 Batch  826/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.929, Loss:  0.167
Epoch  51 Batch  827/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.188
Epoch  51 Batch  828/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.153
Epoch  51 Batch  829/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.929, Loss:  0.215
Epoch  51 Batch  830/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.188
Epoch  51 Batch  831/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.929, Loss:  0.177
Epoch  51 Batch  832/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.167
Epoch  51 Batch  833/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.930, Loss:  0.186
Epoch  51 Batch  834/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.177
Epoch  51 Batch  835/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.193
Epoch  51 Batch  836/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.170
Epoch  51 Batch  837/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.926, Loss:  0.217
Epoch  51 Batch  838/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.185
Epoch  51 Batch  839/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.163
Epoch  51 Batch  840/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.158
Epoch  51 Batch  841/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.195
Epoch  51 Batch  842/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.157
Epoch  51 Batch  843/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.168
Epoch  51 Batch  844/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.157
Epoch  51 Batch  845/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.161
Epoch  51 Batch  846/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.920, Loss:  0.197
Epoch  51 Batch  847/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.202
Epoch  51 Batch  848/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.922, Loss:  0.162
Epoch  51 Batch  849/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.168
Epoch  51 Batch  850/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.205
Epoch  51 Batch  851/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.176
Epoch  51 Batch  852/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.196
Epoch  51 Batch  853/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.926, Loss:  0.156
Epoch  51 Batch  854/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.208
Epoch  51 Batch  855/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.171
Epoch  51 Batch  856/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.197
Epoch  51 Batch  857/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.170
Epoch  51 Batch  858/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.180
Epoch  51 Batch  859/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.192
Epoch  51 Batch  860/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.160
Epoch  51 Batch  861/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.186
Epoch  51 Batch  862/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.928, Loss:  0.171
Epoch  51 Batch  863/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.158
Epoch  51 Batch  864/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.928, Loss:  0.169
Epoch  51 Batch  865/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.188
Epoch  51 Batch  866/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.173
Epoch  51 Batch  867/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.921, Loss:  0.240
Epoch  51 Batch  868/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.195
Epoch  51 Batch  869/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.167
Epoch  51 Batch  870/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.925, Loss:  0.199
Epoch  51 Batch  871/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.167
Epoch  51 Batch  872/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.167
Epoch  51 Batch  873/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.170
Epoch  51 Batch  874/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.930, Loss:  0.201
Epoch  51 Batch  875/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.931, Loss:  0.168
Epoch  51 Batch  876/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.188
Epoch  51 Batch  877/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.150
Epoch  51 Batch  878/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.932, Loss:  0.165
Epoch  51 Batch  879/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.932, Loss:  0.160
Epoch  51 Batch  880/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.175
Epoch  51 Batch  881/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.190
Epoch  51 Batch  882/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.190
Epoch  51 Batch  883/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.930, Loss:  0.227
Epoch  51 Batch  884/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.933, Loss:  0.172
Epoch  51 Batch  885/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.150
Epoch  51 Batch  886/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.186
Epoch  51 Batch  887/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.929, Loss:  0.182
Epoch  51 Batch  888/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.165
Epoch  51 Batch  889/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.179
Epoch  51 Batch  890/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.931, Loss:  0.168
Epoch  51 Batch  891/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.184
Epoch  51 Batch  892/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.155
Epoch  51 Batch  893/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.182
Epoch  51 Batch  894/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.170
Epoch  51 Batch  895/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.172
Epoch  51 Batch  896/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.188
Epoch  51 Batch  897/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.931, Loss:  0.145
Epoch  51 Batch  898/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.141
Epoch  51 Batch  899/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.930, Loss:  0.188
Epoch  51 Batch  900/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.188
Epoch  51 Batch  901/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.926, Loss:  0.191
Epoch  51 Batch  902/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.925, Loss:  0.178
Epoch  51 Batch  903/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.164
Epoch  51 Batch  904/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.926, Loss:  0.162
Epoch  51 Batch  905/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.163
Epoch  51 Batch  906/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.172
Epoch  51 Batch  907/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.929, Loss:  0.161
Epoch  51 Batch  908/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.177
Epoch  51 Batch  909/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.175
Epoch  51 Batch  910/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.163
Epoch  51 Batch  911/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.176
Epoch  51 Batch  912/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.197
Epoch  51 Batch  913/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.211
Epoch  51 Batch  914/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.203
Epoch  51 Batch  915/1077 - Train Accuracy:  0.854, Validation Accuracy:  0.926, Loss:  0.171
Epoch  51 Batch  916/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.207
Epoch  51 Batch  917/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.187
Epoch  51 Batch  918/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.167
Epoch  51 Batch  919/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.164
Epoch  51 Batch  920/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.188
Epoch  51 Batch  921/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.189
Epoch  51 Batch  922/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.175
Epoch  51 Batch  923/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.177
Epoch  51 Batch  924/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.921, Loss:  0.205
Epoch  51 Batch  925/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.171
Epoch  51 Batch  926/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.925, Loss:  0.183
Epoch  51 Batch  927/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.202
Epoch  51 Batch  928/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.186
Epoch  51 Batch  929/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.186
Epoch  51 Batch  930/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.177
Epoch  51 Batch  931/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.168
Epoch  51 Batch  932/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.166
Epoch  51 Batch  933/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.190
Epoch  51 Batch  934/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.928, Loss:  0.189
Epoch  51 Batch  935/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.168
Epoch  51 Batch  936/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.174
Epoch  51 Batch  937/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.182
Epoch  51 Batch  938/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.189
Epoch  51 Batch  939/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.221
Epoch  51 Batch  940/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.148
Epoch  51 Batch  941/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.152
Epoch  51 Batch  942/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.927, Loss:  0.202
Epoch  51 Batch  943/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.171
Epoch  51 Batch  944/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.170
Epoch  51 Batch  945/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.919, Loss:  0.168
Epoch  51 Batch  946/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.919, Loss:  0.160
Epoch  51 Batch  947/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.923, Loss:  0.187
Epoch  51 Batch  948/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.187
Epoch  51 Batch  949/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.143
Epoch  51 Batch  950/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.142
Epoch  51 Batch  951/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.161
Epoch  51 Batch  952/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.926, Loss:  0.158
Epoch  51 Batch  953/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.925, Loss:  0.148
Epoch  51 Batch  954/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.188
Epoch  51 Batch  955/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.176
Epoch  51 Batch  956/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.177
Epoch  51 Batch  957/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.180
Epoch  51 Batch  958/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.182
Epoch  51 Batch  959/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.913, Loss:  0.151
Epoch  51 Batch  960/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.171
Epoch  51 Batch  961/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.183
Epoch  51 Batch  962/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.917, Loss:  0.167
Epoch  51 Batch  963/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.201
Epoch  51 Batch  964/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.146
Epoch  51 Batch  965/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.205
Epoch  51 Batch  966/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.152
Epoch  51 Batch  967/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.178
Epoch  51 Batch  968/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.925, Loss:  0.189
Epoch  51 Batch  969/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.214
Epoch  51 Batch  970/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.184
Epoch  51 Batch  971/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.178
Epoch  51 Batch  972/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.169
Epoch  51 Batch  973/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.155
Epoch  51 Batch  974/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.154
Epoch  51 Batch  975/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.176
Epoch  51 Batch  976/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.157
Epoch  51 Batch  977/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.162
Epoch  51 Batch  978/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.212
Epoch  51 Batch  979/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.184
Epoch  51 Batch  980/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.913, Loss:  0.185
Epoch  51 Batch  981/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.180
Epoch  51 Batch  982/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.913, Loss:  0.158
Epoch  51 Batch  983/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.913, Loss:  0.173
Epoch  51 Batch  984/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.168
Epoch  51 Batch  985/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.155
Epoch  51 Batch  986/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.160
Epoch  51 Batch  987/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.166
Epoch  51 Batch  988/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.192
Epoch  51 Batch  989/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.184
Epoch  51 Batch  990/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.189
Epoch  51 Batch  991/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.199
Epoch  51 Batch  992/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.922, Loss:  0.169
Epoch  51 Batch  993/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.150
Epoch  51 Batch  994/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.181
Epoch  51 Batch  995/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.921, Loss:  0.170
Epoch  51 Batch  996/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.160
Epoch  51 Batch  997/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.166
Epoch  51 Batch  998/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.157
Epoch  51 Batch  999/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.176
Epoch  51 Batch 1000/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.167
Epoch  51 Batch 1001/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.932, Loss:  0.156
Epoch  51 Batch 1002/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.930, Loss:  0.159
Epoch  51 Batch 1003/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.175
Epoch  51 Batch 1004/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.188
Epoch  51 Batch 1005/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.926, Loss:  0.175
Epoch  51 Batch 1006/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.164
Epoch  51 Batch 1007/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.927, Loss:  0.160
Epoch  51 Batch 1008/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.202
Epoch  51 Batch 1009/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.923, Loss:  0.173
Epoch  51 Batch 1010/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.924, Loss:  0.157
Epoch  51 Batch 1011/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.166
Epoch  51 Batch 1012/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.154
Epoch  51 Batch 1013/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.927, Loss:  0.149
Epoch  51 Batch 1014/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.927, Loss:  0.198
Epoch  51 Batch 1015/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.222
Epoch  51 Batch 1016/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.194
Epoch  51 Batch 1017/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.173
Epoch  51 Batch 1018/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.171
Epoch  51 Batch 1019/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.915, Loss:  0.207
Epoch  51 Batch 1020/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.914, Loss:  0.155
Epoch  51 Batch 1021/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.176
Epoch  51 Batch 1022/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.910, Loss:  0.160
Epoch  51 Batch 1023/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.156
Epoch  51 Batch 1024/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.911, Loss:  0.196
Epoch  51 Batch 1025/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.911, Loss:  0.177
Epoch  51 Batch 1026/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.914, Loss:  0.184
Epoch  51 Batch 1027/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.200
Epoch  51 Batch 1028/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.163
Epoch  51 Batch 1029/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.171
Epoch  51 Batch 1030/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.188
Epoch  51 Batch 1031/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.187
Epoch  51 Batch 1032/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.175
Epoch  51 Batch 1033/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.155
Epoch  51 Batch 1034/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.168
Epoch  51 Batch 1035/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.156
Epoch  51 Batch 1036/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.202
Epoch  51 Batch 1037/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.196
Epoch  51 Batch 1038/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.183
Epoch  51 Batch 1039/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.167
Epoch  51 Batch 1040/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.173
Epoch  51 Batch 1041/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.171
Epoch  51 Batch 1042/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.165
Epoch  51 Batch 1043/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.185
Epoch  51 Batch 1044/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.182
Epoch  51 Batch 1045/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.187
Epoch  51 Batch 1046/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.144
Epoch  51 Batch 1047/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.180
Epoch  51 Batch 1048/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.162
Epoch  51 Batch 1049/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.197
Epoch  51 Batch 1050/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.917, Loss:  0.158
Epoch  51 Batch 1051/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.190
Epoch  51 Batch 1052/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.169
Epoch  51 Batch 1053/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.170
Epoch  51 Batch 1054/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.171
Epoch  51 Batch 1055/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.160
Epoch  51 Batch 1056/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.153
Epoch  51 Batch 1057/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.919, Loss:  0.191
Epoch  51 Batch 1058/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.196
Epoch  51 Batch 1059/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.918, Loss:  0.202
Epoch  51 Batch 1060/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.143
Epoch  51 Batch 1061/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.189
Epoch  51 Batch 1062/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.172
Epoch  51 Batch 1063/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.187
Epoch  51 Batch 1064/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.176
Epoch  51 Batch 1065/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.166
Epoch  51 Batch 1066/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.169
Epoch  51 Batch 1067/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.190
Epoch  51 Batch 1068/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.159
Epoch  51 Batch 1069/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.920, Loss:  0.150
Epoch  51 Batch 1070/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.175
Epoch  51 Batch 1071/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.179
Epoch  51 Batch 1072/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.170
Epoch  51 Batch 1073/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.203
Epoch  51 Batch 1074/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.913, Loss:  0.193
Epoch  51 Batch 1075/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.912, Loss:  0.206
Epoch  52 Batch    0/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.163
Epoch  52 Batch    1/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.916, Loss:  0.164
Epoch  52 Batch    2/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.168
Epoch  52 Batch    3/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.918, Loss:  0.159
Epoch  52 Batch    4/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.184
Epoch  52 Batch    5/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.184
Epoch  52 Batch    6/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.179
Epoch  52 Batch    7/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.141
Epoch  52 Batch    8/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.152
Epoch  52 Batch    9/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.180
Epoch  52 Batch   10/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.914, Loss:  0.167
Epoch  52 Batch   11/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.179
Epoch  52 Batch   12/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.185
Epoch  52 Batch   13/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.179
Epoch  52 Batch   14/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.914, Loss:  0.168
Epoch  52 Batch   15/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.163
Epoch  52 Batch   16/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.194
Epoch  52 Batch   17/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.184
Epoch  52 Batch   18/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.912, Loss:  0.188
Epoch  52 Batch   19/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.181
Epoch  52 Batch   20/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.162
Epoch  52 Batch   21/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.908, Loss:  0.184
Epoch  52 Batch   22/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.190
Epoch  52 Batch   23/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.913, Loss:  0.165
Epoch  52 Batch   24/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.173
Epoch  52 Batch   25/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.913, Loss:  0.160
Epoch  52 Batch   26/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.183
Epoch  52 Batch   27/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.908, Loss:  0.160
Epoch  52 Batch   28/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.903, Loss:  0.185
Epoch  52 Batch   29/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.184
Epoch  52 Batch   30/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.903, Loss:  0.159
Epoch  52 Batch   31/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.903, Loss:  0.186
Epoch  52 Batch   32/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.907, Loss:  0.161
Epoch  52 Batch   33/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.138
Epoch  52 Batch   34/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.908, Loss:  0.178
Epoch  52 Batch   35/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.908, Loss:  0.173
Epoch  52 Batch   36/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.168
Epoch  52 Batch   37/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.166
Epoch  52 Batch   38/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.192
Epoch  52 Batch   39/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.192
Epoch  52 Batch   40/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.165
Epoch  52 Batch   41/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.162
Epoch  52 Batch   42/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.221
Epoch  52 Batch   43/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.163
Epoch  52 Batch   44/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.918, Loss:  0.167
Epoch  52 Batch   45/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.918, Loss:  0.181
Epoch  52 Batch   46/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.918, Loss:  0.191
Epoch  52 Batch   47/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.187
Epoch  52 Batch   48/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.913, Loss:  0.210
Epoch  52 Batch   49/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.912, Loss:  0.199
Epoch  52 Batch   50/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.913, Loss:  0.180
Epoch  52 Batch   51/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.179
Epoch  52 Batch   52/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.171
Epoch  52 Batch   53/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.167
Epoch  52 Batch   54/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.211
Epoch  52 Batch   55/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.911, Loss:  0.170
Epoch  52 Batch   56/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.153
Epoch  52 Batch   57/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.908, Loss:  0.163
Epoch  52 Batch   58/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.908, Loss:  0.166
Epoch  52 Batch   59/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.908, Loss:  0.167
Epoch  52 Batch   60/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.908, Loss:  0.159
Epoch  52 Batch   61/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.198
Epoch  52 Batch   62/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.913, Loss:  0.172
Epoch  52 Batch   63/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.912, Loss:  0.165
Epoch  52 Batch   64/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.167
Epoch  52 Batch   65/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.912, Loss:  0.167
Epoch  52 Batch   66/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.164
Epoch  52 Batch   67/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.913, Loss:  0.169
Epoch  52 Batch   68/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.196
Epoch  52 Batch   69/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.203
Epoch  52 Batch   70/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.204
Epoch  52 Batch   71/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.156
Epoch  52 Batch   72/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.163
Epoch  52 Batch   73/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.161
Epoch  52 Batch   74/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.128
Epoch  52 Batch   75/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.222
Epoch  52 Batch   76/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.145
Epoch  52 Batch   77/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.928, Loss:  0.179
Epoch  52 Batch   78/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.926, Loss:  0.179
Epoch  52 Batch   79/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.168
Epoch  52 Batch   80/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.176
Epoch  52 Batch   81/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.165
Epoch  52 Batch   82/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.157
Epoch  52 Batch   83/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.170
Epoch  52 Batch   84/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.922, Loss:  0.166
Epoch  52 Batch   85/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.149
Epoch  52 Batch   86/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.185
Epoch  52 Batch   87/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.204
Epoch  52 Batch   88/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.918, Loss:  0.183
Epoch  52 Batch   89/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.185
Epoch  52 Batch   90/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.185
Epoch  52 Batch   91/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.156
Epoch  52 Batch   92/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.171
Epoch  52 Batch   93/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.178
Epoch  52 Batch   94/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.930, Loss:  0.153
Epoch  52 Batch   95/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.208
Epoch  52 Batch   96/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.934, Loss:  0.197
Epoch  52 Batch   97/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.933, Loss:  0.173
Epoch  52 Batch   98/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.933, Loss:  0.183
Epoch  52 Batch   99/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.933, Loss:  0.197
Epoch  52 Batch  100/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.933, Loss:  0.172
Epoch  52 Batch  101/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.934, Loss:  0.167
Epoch  52 Batch  102/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.171
Epoch  52 Batch  103/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.933, Loss:  0.170
Epoch  52 Batch  104/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.191
Epoch  52 Batch  105/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.173
Epoch  52 Batch  106/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.929, Loss:  0.203
Epoch  52 Batch  107/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.196
Epoch  52 Batch  108/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.156
Epoch  52 Batch  109/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.182
Epoch  52 Batch  110/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.131
Epoch  52 Batch  111/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.167
Epoch  52 Batch  112/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.158
Epoch  52 Batch  113/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.177
Epoch  52 Batch  114/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.167
Epoch  52 Batch  115/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.926, Loss:  0.206
Epoch  52 Batch  116/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.926, Loss:  0.181
Epoch  52 Batch  117/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.927, Loss:  0.174
Epoch  52 Batch  118/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.927, Loss:  0.199
Epoch  52 Batch  119/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.164
Epoch  52 Batch  120/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.216
Epoch  52 Batch  121/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.174
Epoch  52 Batch  122/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.922, Loss:  0.153
Epoch  52 Batch  123/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.150
Epoch  52 Batch  124/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.196
Epoch  52 Batch  125/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.189
Epoch  52 Batch  126/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.152
Epoch  52 Batch  127/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.171
Epoch  52 Batch  128/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.156
Epoch  52 Batch  129/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.924, Loss:  0.187
Epoch  52 Batch  130/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.143
Epoch  52 Batch  131/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.170
Epoch  52 Batch  132/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.184
Epoch  52 Batch  133/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.164
Epoch  52 Batch  134/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.171
Epoch  52 Batch  135/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.921, Loss:  0.174
Epoch  52 Batch  136/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.162
Epoch  52 Batch  137/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.158
Epoch  52 Batch  138/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.174
Epoch  52 Batch  139/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.175
Epoch  52 Batch  140/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.194
Epoch  52 Batch  141/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.180
Epoch  52 Batch  142/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.157
Epoch  52 Batch  143/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.174
Epoch  52 Batch  144/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.207
Epoch  52 Batch  145/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.196
Epoch  52 Batch  146/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.234
Epoch  52 Batch  147/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.921, Loss:  0.184
Epoch  52 Batch  148/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.173
Epoch  52 Batch  149/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.174
Epoch  52 Batch  150/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.158
Epoch  52 Batch  151/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.145
Epoch  52 Batch  152/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.184
Epoch  52 Batch  153/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.204
Epoch  52 Batch  154/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.184
Epoch  52 Batch  155/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.180
Epoch  52 Batch  156/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.176
Epoch  52 Batch  157/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.181
Epoch  52 Batch  158/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.200
Epoch  52 Batch  159/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.150
Epoch  52 Batch  160/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.149
Epoch  52 Batch  161/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.166
Epoch  52 Batch  162/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.203
Epoch  52 Batch  163/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.181
Epoch  52 Batch  164/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.162
Epoch  52 Batch  165/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.170
Epoch  52 Batch  166/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.190
Epoch  52 Batch  167/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.925, Loss:  0.170
Epoch  52 Batch  168/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.216
Epoch  52 Batch  169/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.190
Epoch  52 Batch  170/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.173
Epoch  52 Batch  171/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.170
Epoch  52 Batch  172/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.159
Epoch  52 Batch  173/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.192
Epoch  52 Batch  174/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.178
Epoch  52 Batch  175/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.175
Epoch  52 Batch  176/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.181
Epoch  52 Batch  177/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.194
Epoch  52 Batch  178/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.158
Epoch  52 Batch  179/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.174
Epoch  52 Batch  180/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.151
Epoch  52 Batch  181/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.203
Epoch  52 Batch  182/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.195
Epoch  52 Batch  183/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.926, Loss:  0.186
Epoch  52 Batch  184/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.927, Loss:  0.162
Epoch  52 Batch  185/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.178
Epoch  52 Batch  186/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.183
Epoch  52 Batch  187/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.926, Loss:  0.164
Epoch  52 Batch  188/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.176
Epoch  52 Batch  189/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.165
Epoch  52 Batch  190/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.923, Loss:  0.160
Epoch  52 Batch  191/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.144
Epoch  52 Batch  192/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.169
Epoch  52 Batch  193/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.169
Epoch  52 Batch  194/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.141
Epoch  52 Batch  195/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.157
Epoch  52 Batch  196/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.922, Loss:  0.163
Epoch  52 Batch  197/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.173
Epoch  52 Batch  198/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.189
Epoch  52 Batch  199/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.166
Epoch  52 Batch  200/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.172
Epoch  52 Batch  201/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.914, Loss:  0.137
Epoch  52 Batch  202/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.169
Epoch  52 Batch  203/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.183
Epoch  52 Batch  204/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.222
Epoch  52 Batch  205/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.166
Epoch  52 Batch  206/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.912, Loss:  0.173
Epoch  52 Batch  207/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.172
Epoch  52 Batch  208/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.201
Epoch  52 Batch  209/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.914, Loss:  0.151
Epoch  52 Batch  210/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.189
Epoch  52 Batch  211/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.915, Loss:  0.169
Epoch  52 Batch  212/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.158
Epoch  52 Batch  213/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.141
Epoch  52 Batch  214/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.156
Epoch  52 Batch  215/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.924, Loss:  0.182
Epoch  52 Batch  216/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.178
Epoch  52 Batch  217/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.164
Epoch  52 Batch  218/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.192
Epoch  52 Batch  219/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.147
Epoch  52 Batch  220/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.172
Epoch  52 Batch  221/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.166
Epoch  52 Batch  222/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.177
Epoch  52 Batch  223/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.153
Epoch  52 Batch  224/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.163
Epoch  52 Batch  225/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.178
Epoch  52 Batch  226/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.167
Epoch  52 Batch  227/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.917, Loss:  0.200
Epoch  52 Batch  228/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.179
Epoch  52 Batch  229/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.921, Loss:  0.182
Epoch  52 Batch  230/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.144
Epoch  52 Batch  231/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.198
Epoch  52 Batch  232/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.156
Epoch  52 Batch  233/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.210
Epoch  52 Batch  234/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.925, Loss:  0.201
Epoch  52 Batch  235/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.929, Loss:  0.170
Epoch  52 Batch  236/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.182
Epoch  52 Batch  237/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.152
Epoch  52 Batch  238/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.182
Epoch  52 Batch  239/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.929, Loss:  0.137
Epoch  52 Batch  240/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.929, Loss:  0.166
Epoch  52 Batch  241/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.151
Epoch  52 Batch  242/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.180
Epoch  52 Batch  243/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.169
Epoch  52 Batch  244/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.176
Epoch  52 Batch  245/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.162
Epoch  52 Batch  246/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.934, Loss:  0.181
Epoch  52 Batch  247/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.934, Loss:  0.158
Epoch  52 Batch  248/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.160
Epoch  52 Batch  249/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.183
Epoch  52 Batch  250/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.158
Epoch  52 Batch  251/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.168
Epoch  52 Batch  252/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.176
Epoch  52 Batch  253/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.928, Loss:  0.177
Epoch  52 Batch  254/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.182
Epoch  52 Batch  255/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.178
Epoch  52 Batch  256/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.916, Loss:  0.219
Epoch  52 Batch  257/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.172
Epoch  52 Batch  258/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.179
Epoch  52 Batch  259/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.164
Epoch  52 Batch  260/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.140
Epoch  52 Batch  261/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.153
Epoch  52 Batch  262/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.170
Epoch  52 Batch  263/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.918, Loss:  0.157
Epoch  52 Batch  264/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.185
Epoch  52 Batch  265/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.183
Epoch  52 Batch  266/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.165
Epoch  52 Batch  267/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.158
Epoch  52 Batch  268/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.195
Epoch  52 Batch  269/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.926, Loss:  0.191
Epoch  52 Batch  270/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.167
Epoch  52 Batch  271/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.913, Loss:  0.160
Epoch  52 Batch  272/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.913, Loss:  0.237
Epoch  52 Batch  273/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.166
Epoch  52 Batch  274/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.180
Epoch  52 Batch  275/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.909, Loss:  0.186
Epoch  52 Batch  276/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.219
Epoch  52 Batch  277/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.908, Loss:  0.143
Epoch  52 Batch  278/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.912, Loss:  0.178
Epoch  52 Batch  279/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.911, Loss:  0.194
Epoch  52 Batch  280/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.170
Epoch  52 Batch  281/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.167
Epoch  52 Batch  282/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.913, Loss:  0.226
Epoch  52 Batch  283/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.919, Loss:  0.194
Epoch  52 Batch  284/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.183
Epoch  52 Batch  285/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.187
Epoch  52 Batch  286/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.162
Epoch  52 Batch  287/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.190
Epoch  52 Batch  288/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.197
Epoch  52 Batch  289/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.181
Epoch  52 Batch  290/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.921, Loss:  0.191
Epoch  52 Batch  291/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.197
Epoch  52 Batch  292/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.159
Epoch  52 Batch  293/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.183
Epoch  52 Batch  294/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.164
Epoch  52 Batch  295/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.204
Epoch  52 Batch  296/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.167
Epoch  52 Batch  297/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.206
Epoch  52 Batch  298/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.203
Epoch  52 Batch  299/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.174
Epoch  52 Batch  300/1077 - Train Accuracy:  0.966, Validation Accuracy:  0.915, Loss:  0.143
Epoch  52 Batch  301/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.156
Epoch  52 Batch  302/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.183
Epoch  52 Batch  303/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.194
Epoch  52 Batch  304/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.162
Epoch  52 Batch  305/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.185
Epoch  52 Batch  306/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.167
Epoch  52 Batch  307/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.152
Epoch  52 Batch  308/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.165
Epoch  52 Batch  309/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.158
Epoch  52 Batch  310/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.192
Epoch  52 Batch  311/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.171
Epoch  52 Batch  312/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.913, Loss:  0.185
Epoch  52 Batch  313/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.156
Epoch  52 Batch  314/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.184
Epoch  52 Batch  315/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.155
Epoch  52 Batch  316/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.914, Loss:  0.157
Epoch  52 Batch  317/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.191
Epoch  52 Batch  318/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.184
Epoch  52 Batch  319/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.918, Loss:  0.186
Epoch  52 Batch  320/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.183
Epoch  52 Batch  321/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.170
Epoch  52 Batch  322/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.150
Epoch  52 Batch  323/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.927, Loss:  0.198
Epoch  52 Batch  324/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.923, Loss:  0.174
Epoch  52 Batch  325/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.166
Epoch  52 Batch  326/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.177
Epoch  52 Batch  327/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.201
Epoch  52 Batch  328/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.200
Epoch  52 Batch  329/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.923, Loss:  0.161
Epoch  52 Batch  330/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.175
Epoch  52 Batch  331/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.175
Epoch  52 Batch  332/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.927, Loss:  0.162
Epoch  52 Batch  333/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.924, Loss:  0.184
Epoch  52 Batch  334/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.924, Loss:  0.172
Epoch  52 Batch  335/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.183
Epoch  52 Batch  336/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.211
Epoch  52 Batch  337/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.924, Loss:  0.188
Epoch  52 Batch  338/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.922, Loss:  0.205
Epoch  52 Batch  339/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.167
Epoch  52 Batch  340/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.159
Epoch  52 Batch  341/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.234
Epoch  52 Batch  342/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.152
Epoch  52 Batch  343/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.176
Epoch  52 Batch  344/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.164
Epoch  52 Batch  345/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.162
Epoch  52 Batch  346/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.175
Epoch  52 Batch  347/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.160
Epoch  52 Batch  348/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.166
Epoch  52 Batch  349/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.180
Epoch  52 Batch  350/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.161
Epoch  52 Batch  351/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.175
Epoch  52 Batch  352/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.162
Epoch  52 Batch  353/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.193
Epoch  52 Batch  354/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.203
Epoch  52 Batch  355/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.181
Epoch  52 Batch  356/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.183
Epoch  52 Batch  357/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.178
Epoch  52 Batch  358/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.919, Loss:  0.196
Epoch  52 Batch  359/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.173
Epoch  52 Batch  360/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.183
Epoch  52 Batch  361/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.172
Epoch  52 Batch  362/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.192
Epoch  52 Batch  363/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.922, Loss:  0.199
Epoch  52 Batch  364/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.918, Loss:  0.200
Epoch  52 Batch  365/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.148
Epoch  52 Batch  366/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.180
Epoch  52 Batch  367/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.145
Epoch  52 Batch  368/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.924, Loss:  0.154
Epoch  52 Batch  369/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.174
Epoch  52 Batch  370/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.188
Epoch  52 Batch  371/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.177
Epoch  52 Batch  372/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.916, Loss:  0.161
Epoch  52 Batch  373/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.156
Epoch  52 Batch  374/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.189
Epoch  52 Batch  375/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.162
Epoch  52 Batch  376/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.170
Epoch  52 Batch  377/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.155
Epoch  52 Batch  378/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.148
Epoch  52 Batch  379/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.924, Loss:  0.194
Epoch  52 Batch  380/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.157
Epoch  52 Batch  381/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.181
Epoch  52 Batch  382/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.216
Epoch  52 Batch  383/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.931, Loss:  0.167
Epoch  52 Batch  384/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.159
Epoch  52 Batch  385/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.175
Epoch  52 Batch  386/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.928, Loss:  0.175
Epoch  52 Batch  387/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.927, Loss:  0.172
Epoch  52 Batch  388/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.175
Epoch  52 Batch  389/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.927, Loss:  0.174
Epoch  52 Batch  390/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.927, Loss:  0.179
Epoch  52 Batch  391/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.172
Epoch  52 Batch  392/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.928, Loss:  0.174
Epoch  52 Batch  393/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.148
Epoch  52 Batch  394/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.169
Epoch  52 Batch  395/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.159
Epoch  52 Batch  396/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.923, Loss:  0.198
Epoch  52 Batch  397/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.182
Epoch  52 Batch  398/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.197
Epoch  52 Batch  399/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.922, Loss:  0.174
Epoch  52 Batch  400/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.206
Epoch  52 Batch  401/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.160
Epoch  52 Batch  402/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.158
Epoch  52 Batch  403/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.200
Epoch  52 Batch  404/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.156
Epoch  52 Batch  405/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.177
Epoch  52 Batch  406/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.922, Loss:  0.152
Epoch  52 Batch  407/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.213
Epoch  52 Batch  408/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.188
Epoch  52 Batch  409/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.927, Loss:  0.198
Epoch  52 Batch  410/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.929, Loss:  0.182
Epoch  52 Batch  411/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.173
Epoch  52 Batch  412/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.926, Loss:  0.152
Epoch  52 Batch  413/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.163
Epoch  52 Batch  414/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.180
Epoch  52 Batch  415/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.194
Epoch  52 Batch  416/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.183
Epoch  52 Batch  417/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.191
Epoch  52 Batch  418/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.175
Epoch  52 Batch  419/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.173
Epoch  52 Batch  420/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.154
Epoch  52 Batch  421/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.200
Epoch  52 Batch  422/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.155
Epoch  52 Batch  423/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.179
Epoch  52 Batch  424/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.931, Loss:  0.171
Epoch  52 Batch  425/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.929, Loss:  0.162
Epoch  52 Batch  426/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.933, Loss:  0.198
Epoch  52 Batch  427/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.173
Epoch  52 Batch  428/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.929, Loss:  0.161
Epoch  52 Batch  429/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.162
Epoch  52 Batch  430/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.180
Epoch  52 Batch  431/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.158
Epoch  52 Batch  432/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.176
Epoch  52 Batch  433/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.924, Loss:  0.180
Epoch  52 Batch  434/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.170
Epoch  52 Batch  435/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.926, Loss:  0.193
Epoch  52 Batch  436/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.162
Epoch  52 Batch  437/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.168
Epoch  52 Batch  438/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.179
Epoch  52 Batch  439/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.200
Epoch  52 Batch  440/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.925, Loss:  0.179
Epoch  52 Batch  441/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.930, Loss:  0.163
Epoch  52 Batch  442/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.176
Epoch  52 Batch  443/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.152
Epoch  52 Batch  444/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.190
Epoch  52 Batch  445/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.165
Epoch  52 Batch  446/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.146
Epoch  52 Batch  447/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.188
Epoch  52 Batch  448/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.922, Loss:  0.181
Epoch  52 Batch  449/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.185
Epoch  52 Batch  450/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.186
Epoch  52 Batch  451/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.164
Epoch  52 Batch  452/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.207
Epoch  52 Batch  453/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.165
Epoch  52 Batch  454/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.185
Epoch  52 Batch  455/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.176
Epoch  52 Batch  456/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.173
Epoch  52 Batch  457/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.169
Epoch  52 Batch  458/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.198
Epoch  52 Batch  459/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.169
Epoch  52 Batch  460/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.187
Epoch  52 Batch  461/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.920, Loss:  0.172
Epoch  52 Batch  462/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.199
Epoch  52 Batch  463/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.181
Epoch  52 Batch  464/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.179
Epoch  52 Batch  465/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.182
Epoch  52 Batch  466/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.176
Epoch  52 Batch  467/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.208
Epoch  52 Batch  468/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.176
Epoch  52 Batch  469/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.166
Epoch  52 Batch  470/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.917, Loss:  0.182
Epoch  52 Batch  471/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.920, Loss:  0.153
Epoch  52 Batch  472/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.148
Epoch  52 Batch  473/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.198
Epoch  52 Batch  474/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.925, Loss:  0.180
Epoch  52 Batch  475/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.158
Epoch  52 Batch  476/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.159
Epoch  52 Batch  477/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.181
Epoch  52 Batch  478/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.194
Epoch  52 Batch  479/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.187
Epoch  52 Batch  480/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.203
Epoch  52 Batch  481/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.186
Epoch  52 Batch  482/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.177
Epoch  52 Batch  483/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.172
Epoch  52 Batch  484/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.197
Epoch  52 Batch  485/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.183
Epoch  52 Batch  486/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.169
Epoch  52 Batch  487/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.926, Loss:  0.176
Epoch  52 Batch  488/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.198
Epoch  52 Batch  489/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.160
Epoch  52 Batch  490/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.191
Epoch  52 Batch  491/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.192
Epoch  52 Batch  492/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.175
Epoch  52 Batch  493/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.922, Loss:  0.166
Epoch  52 Batch  494/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.162
Epoch  52 Batch  495/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.162
Epoch  52 Batch  496/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.168
Epoch  52 Batch  497/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.181
Epoch  52 Batch  498/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.163
Epoch  52 Batch  499/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.159
Epoch  52 Batch  500/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.159
Epoch  52 Batch  501/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.162
Epoch  52 Batch  502/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.926, Loss:  0.163
Epoch  52 Batch  503/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.153
Epoch  52 Batch  504/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.167
Epoch  52 Batch  505/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.141
Epoch  52 Batch  506/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.172
Epoch  52 Batch  507/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.918, Loss:  0.169
Epoch  52 Batch  508/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.148
Epoch  52 Batch  509/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.205
Epoch  52 Batch  510/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.173
Epoch  52 Batch  511/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.171
Epoch  52 Batch  512/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.920, Loss:  0.159
Epoch  52 Batch  513/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.190
Epoch  52 Batch  514/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.172
Epoch  52 Batch  515/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.183
Epoch  52 Batch  516/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.151
Epoch  52 Batch  517/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.163
Epoch  52 Batch  518/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.159
Epoch  52 Batch  519/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.171
Epoch  52 Batch  520/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.924, Loss:  0.170
Epoch  52 Batch  521/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.924, Loss:  0.174
Epoch  52 Batch  522/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.925, Loss:  0.194
Epoch  52 Batch  523/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.174
Epoch  52 Batch  524/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.159
Epoch  52 Batch  525/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.925, Loss:  0.180
Epoch  52 Batch  526/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.161
Epoch  52 Batch  527/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.168
Epoch  52 Batch  528/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.148
Epoch  52 Batch  529/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.921, Loss:  0.165
Epoch  52 Batch  530/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.178
Epoch  52 Batch  531/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.158
Epoch  52 Batch  532/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.926, Loss:  0.191
Epoch  52 Batch  533/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.230
Epoch  52 Batch  534/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.162
Epoch  52 Batch  535/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.153
Epoch  52 Batch  536/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.163
Epoch  52 Batch  537/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.158
Epoch  52 Batch  538/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.147
Epoch  52 Batch  539/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.922, Loss:  0.195
Epoch  52 Batch  540/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.917, Loss:  0.165
Epoch  52 Batch  541/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.170
Epoch  52 Batch  542/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.177
Epoch  52 Batch  543/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.175
Epoch  52 Batch  544/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.153
Epoch  52 Batch  545/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.185
Epoch  52 Batch  546/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.204
Epoch  52 Batch  547/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.164
Epoch  52 Batch  548/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.195
Epoch  52 Batch  549/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.923, Loss:  0.214
Epoch  52 Batch  550/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.927, Loss:  0.174
Epoch  52 Batch  551/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.193
Epoch  52 Batch  552/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.183
Epoch  52 Batch  553/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.182
Epoch  52 Batch  554/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.173
Epoch  52 Batch  555/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.178
Epoch  52 Batch  556/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.149
Epoch  52 Batch  557/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.173
Epoch  52 Batch  558/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.177
Epoch  52 Batch  559/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.162
Epoch  52 Batch  560/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.920, Loss:  0.158
Epoch  52 Batch  561/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.166
Epoch  52 Batch  562/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.159
Epoch  52 Batch  563/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.923, Loss:  0.202
Epoch  52 Batch  564/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.927, Loss:  0.205
Epoch  52 Batch  565/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.193
Epoch  52 Batch  566/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.192
Epoch  52 Batch  567/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.916, Loss:  0.170
Epoch  52 Batch  568/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.188
Epoch  52 Batch  569/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.174
Epoch  52 Batch  570/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.190
Epoch  52 Batch  571/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.167
Epoch  52 Batch  572/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.154
Epoch  52 Batch  573/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.180
Epoch  52 Batch  574/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.181
Epoch  52 Batch  575/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.161
Epoch  52 Batch  576/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.163
Epoch  52 Batch  577/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.172
Epoch  52 Batch  578/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.202
Epoch  52 Batch  579/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.165
Epoch  52 Batch  580/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.146
Epoch  52 Batch  581/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.916, Loss:  0.159
Epoch  52 Batch  582/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.915, Loss:  0.174
Epoch  52 Batch  583/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.201
Epoch  52 Batch  584/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.915, Loss:  0.158
Epoch  52 Batch  585/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.145
Epoch  52 Batch  586/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.168
Epoch  52 Batch  587/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.165
Epoch  52 Batch  588/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.144
Epoch  52 Batch  589/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.924, Loss:  0.189
Epoch  52 Batch  590/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.187
Epoch  52 Batch  591/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.175
Epoch  52 Batch  592/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.173
Epoch  52 Batch  593/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.196
Epoch  52 Batch  594/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.176
Epoch  52 Batch  595/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.183
Epoch  52 Batch  596/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.915, Loss:  0.184
Epoch  52 Batch  597/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.158
Epoch  52 Batch  598/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.921, Loss:  0.175
Epoch  52 Batch  599/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.237
Epoch  52 Batch  600/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.166
Epoch  52 Batch  601/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.182
Epoch  52 Batch  602/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.923, Loss:  0.182
Epoch  52 Batch  603/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.178
Epoch  52 Batch  604/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.180
Epoch  52 Batch  605/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.207
Epoch  52 Batch  606/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.147
Epoch  52 Batch  607/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.161
Epoch  52 Batch  608/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.168
Epoch  52 Batch  609/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.923, Loss:  0.174
Epoch  52 Batch  610/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.923, Loss:  0.193
Epoch  52 Batch  611/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.183
Epoch  52 Batch  612/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.152
Epoch  52 Batch  613/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.189
Epoch  52 Batch  614/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.172
Epoch  52 Batch  615/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.159
Epoch  52 Batch  616/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.203
Epoch  52 Batch  617/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.188
Epoch  52 Batch  618/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.924, Loss:  0.156
Epoch  52 Batch  619/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.924, Loss:  0.157
Epoch  52 Batch  620/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.159
Epoch  52 Batch  621/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.922, Loss:  0.161
Epoch  52 Batch  622/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.192
Epoch  52 Batch  623/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.185
Epoch  52 Batch  624/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.180
Epoch  52 Batch  625/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.186
Epoch  52 Batch  626/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.153
Epoch  52 Batch  627/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.929, Loss:  0.185
Epoch  52 Batch  628/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.929, Loss:  0.164
Epoch  52 Batch  629/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.923, Loss:  0.186
Epoch  52 Batch  630/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.162
Epoch  52 Batch  631/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.175
Epoch  52 Batch  632/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.921, Loss:  0.160
Epoch  52 Batch  633/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.171
Epoch  52 Batch  634/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.140
Epoch  52 Batch  635/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.209
Epoch  52 Batch  636/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.162
Epoch  52 Batch  637/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.192
Epoch  52 Batch  638/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.173
Epoch  52 Batch  639/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.183
Epoch  52 Batch  640/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.164
Epoch  52 Batch  641/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.169
Epoch  52 Batch  642/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.175
Epoch  52 Batch  643/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.157
Epoch  52 Batch  644/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.170
Epoch  52 Batch  645/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.194
Epoch  52 Batch  646/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.178
Epoch  52 Batch  647/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.178
Epoch  52 Batch  648/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.149
Epoch  52 Batch  649/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.175
Epoch  52 Batch  650/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.164
Epoch  52 Batch  651/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.175
Epoch  52 Batch  652/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.189
Epoch  52 Batch  653/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.186
Epoch  52 Batch  654/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.160
Epoch  52 Batch  655/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.190
Epoch  52 Batch  656/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.166
Epoch  52 Batch  657/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.173
Epoch  52 Batch  658/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.161
Epoch  52 Batch  659/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.170
Epoch  52 Batch  660/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.165
Epoch  52 Batch  661/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.922, Loss:  0.153
Epoch  52 Batch  662/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.158
Epoch  52 Batch  663/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.165
Epoch  52 Batch  664/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.163
Epoch  52 Batch  665/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.167
Epoch  52 Batch  666/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.173
Epoch  52 Batch  667/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.175
Epoch  52 Batch  668/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.184
Epoch  52 Batch  669/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.179
Epoch  52 Batch  670/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.147
Epoch  52 Batch  671/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.914, Loss:  0.198
Epoch  52 Batch  672/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.165
Epoch  52 Batch  673/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.176
Epoch  52 Batch  674/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.916, Loss:  0.153
Epoch  52 Batch  675/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.179
Epoch  52 Batch  676/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.169
Epoch  52 Batch  677/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.182
Epoch  52 Batch  678/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.921, Loss:  0.150
Epoch  52 Batch  679/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.188
Epoch  52 Batch  680/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.159
Epoch  52 Batch  681/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.173
Epoch  52 Batch  682/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.184
Epoch  52 Batch  683/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.158
Epoch  52 Batch  684/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.159
Epoch  52 Batch  685/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.185
Epoch  52 Batch  686/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.175
Epoch  52 Batch  687/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.193
Epoch  52 Batch  688/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.917, Loss:  0.168
Epoch  52 Batch  689/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.917, Loss:  0.139
Epoch  52 Batch  690/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.189
Epoch  52 Batch  691/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.918, Loss:  0.199
Epoch  52 Batch  692/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.185
Epoch  52 Batch  693/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.210
Epoch  52 Batch  694/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.166
Epoch  52 Batch  695/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.155
Epoch  52 Batch  696/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.191
Epoch  52 Batch  697/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.162
Epoch  52 Batch  698/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.169
Epoch  52 Batch  699/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.173
Epoch  52 Batch  700/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.160
Epoch  52 Batch  701/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.172
Epoch  52 Batch  702/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.232
Epoch  52 Batch  703/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.178
Epoch  52 Batch  704/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.211
Epoch  52 Batch  705/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.193
Epoch  52 Batch  706/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.918, Loss:  0.211
Epoch  52 Batch  707/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.191
Epoch  52 Batch  708/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.168
Epoch  52 Batch  709/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.191
Epoch  52 Batch  710/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.181
Epoch  52 Batch  711/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.190
Epoch  52 Batch  712/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.915, Loss:  0.196
Epoch  52 Batch  713/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.158
Epoch  52 Batch  714/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.159
Epoch  52 Batch  715/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.914, Loss:  0.208
Epoch  52 Batch  716/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.915, Loss:  0.149
Epoch  52 Batch  717/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.915, Loss:  0.168
Epoch  52 Batch  718/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.164
Epoch  52 Batch  719/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.182
Epoch  52 Batch  720/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.921, Loss:  0.175
Epoch  52 Batch  721/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.183
Epoch  52 Batch  722/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.920, Loss:  0.151
Epoch  52 Batch  723/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.171
Epoch  52 Batch  724/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.196
Epoch  52 Batch  725/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.145
Epoch  52 Batch  726/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.171
Epoch  52 Batch  727/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.163
Epoch  52 Batch  728/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.926, Loss:  0.187
Epoch  52 Batch  729/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.200
Epoch  52 Batch  730/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.177
Epoch  52 Batch  731/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.177
Epoch  52 Batch  732/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.186
Epoch  52 Batch  733/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.169
Epoch  52 Batch  734/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.176
Epoch  52 Batch  735/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.167
Epoch  52 Batch  736/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.140
Epoch  52 Batch  737/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.191
Epoch  52 Batch  738/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.152
Epoch  52 Batch  739/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.173
Epoch  52 Batch  740/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.163
Epoch  52 Batch  741/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.212
Epoch  52 Batch  742/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.173
Epoch  52 Batch  743/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.926, Loss:  0.181
Epoch  52 Batch  744/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.176
Epoch  52 Batch  745/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.184
Epoch  52 Batch  746/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.923, Loss:  0.169
Epoch  52 Batch  747/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.152
Epoch  52 Batch  748/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.924, Loss:  0.169
Epoch  52 Batch  749/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.182
Epoch  52 Batch  750/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.199
Epoch  52 Batch  751/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.161
Epoch  52 Batch  752/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.929, Loss:  0.160
Epoch  52 Batch  753/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.183
Epoch  52 Batch  754/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.932, Loss:  0.190
Epoch  52 Batch  755/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.933, Loss:  0.177
Epoch  52 Batch  756/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.167
Epoch  52 Batch  757/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.184
Epoch  52 Batch  758/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.154
Epoch  52 Batch  759/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.160
Epoch  52 Batch  760/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.177
Epoch  52 Batch  761/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.187
Epoch  52 Batch  762/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.173
Epoch  52 Batch  763/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.153
Epoch  52 Batch  764/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.172
Epoch  52 Batch  765/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.185
Epoch  52 Batch  766/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.183
Epoch  52 Batch  767/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.162
Epoch  52 Batch  768/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.153
Epoch  52 Batch  769/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.168
Epoch  52 Batch  770/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.924, Loss:  0.165
Epoch  52 Batch  771/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.187
Epoch  52 Batch  772/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.161
Epoch  52 Batch  773/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.917, Loss:  0.158
Epoch  52 Batch  774/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.178
Epoch  52 Batch  775/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.175
Epoch  52 Batch  776/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.154
Epoch  52 Batch  777/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.188
Epoch  52 Batch  778/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.160
Epoch  52 Batch  779/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.176
Epoch  52 Batch  780/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.925, Loss:  0.215
Epoch  52 Batch  781/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.925, Loss:  0.145
Epoch  52 Batch  782/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.175
Epoch  52 Batch  783/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.222
Epoch  52 Batch  784/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.158
Epoch  52 Batch  785/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.922, Loss:  0.151
Epoch  52 Batch  786/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.193
Epoch  52 Batch  787/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.919, Loss:  0.173
Epoch  52 Batch  788/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.166
Epoch  52 Batch  789/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.925, Loss:  0.173
Epoch  52 Batch  790/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.926, Loss:  0.191
Epoch  52 Batch  791/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.196
Epoch  52 Batch  792/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.188
Epoch  52 Batch  793/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.175
Epoch  52 Batch  794/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.932, Loss:  0.173
Epoch  52 Batch  795/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.187
Epoch  52 Batch  796/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.158
Epoch  52 Batch  797/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.180
Epoch  52 Batch  798/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.178
Epoch  52 Batch  799/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.213
Epoch  52 Batch  800/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.928, Loss:  0.166
Epoch  52 Batch  801/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.181
Epoch  52 Batch  802/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.162
Epoch  52 Batch  803/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.177
Epoch  52 Batch  804/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.926, Loss:  0.182
Epoch  52 Batch  805/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.184
Epoch  52 Batch  806/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.166
Epoch  52 Batch  807/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.150
Epoch  52 Batch  808/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.925, Loss:  0.187
Epoch  52 Batch  809/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.210
Epoch  52 Batch  810/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.166
Epoch  52 Batch  811/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.157
Epoch  52 Batch  812/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.927, Loss:  0.170
Epoch  52 Batch  813/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.158
Epoch  52 Batch  814/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.928, Loss:  0.185
Epoch  52 Batch  815/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.156
Epoch  52 Batch  816/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.929, Loss:  0.184
Epoch  52 Batch  817/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.181
Epoch  52 Batch  818/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.217
Epoch  52 Batch  819/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.171
Epoch  52 Batch  820/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.923, Loss:  0.181
Epoch  52 Batch  821/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.158
Epoch  52 Batch  822/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.183
Epoch  52 Batch  823/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.163
Epoch  52 Batch  824/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.178
Epoch  52 Batch  825/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.150
Epoch  52 Batch  826/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.170
Epoch  52 Batch  827/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.169
Epoch  52 Batch  828/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.153
Epoch  52 Batch  829/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.204
Epoch  52 Batch  830/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.186
Epoch  52 Batch  831/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.920, Loss:  0.188
Epoch  52 Batch  832/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.183
Epoch  52 Batch  833/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.180
Epoch  52 Batch  834/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.183
Epoch  52 Batch  835/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.212
Epoch  52 Batch  836/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.189
Epoch  52 Batch  837/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.209
Epoch  52 Batch  838/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.171
Epoch  52 Batch  839/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.169
Epoch  52 Batch  840/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.160
Epoch  52 Batch  841/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.923, Loss:  0.173
Epoch  52 Batch  842/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.160
Epoch  52 Batch  843/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.181
Epoch  52 Batch  844/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.172
Epoch  52 Batch  845/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.162
Epoch  52 Batch  846/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.928, Loss:  0.207
Epoch  52 Batch  847/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.199
Epoch  52 Batch  848/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.923, Loss:  0.154
Epoch  52 Batch  849/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.165
Epoch  52 Batch  850/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.187
Epoch  52 Batch  851/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.178
Epoch  52 Batch  852/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.927, Loss:  0.202
Epoch  52 Batch  853/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.918, Loss:  0.172
Epoch  52 Batch  854/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.192
Epoch  52 Batch  855/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.165
Epoch  52 Batch  856/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.185
Epoch  52 Batch  857/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.159
Epoch  52 Batch  858/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.178
Epoch  52 Batch  859/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.186
Epoch  52 Batch  860/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.188
Epoch  52 Batch  861/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.182
Epoch  52 Batch  862/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.923, Loss:  0.175
Epoch  52 Batch  863/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.165
Epoch  52 Batch  864/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.152
Epoch  52 Batch  865/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.182
Epoch  52 Batch  866/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.176
Epoch  52 Batch  867/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.923, Loss:  0.224
Epoch  52 Batch  868/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.183
Epoch  52 Batch  869/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.183
Epoch  52 Batch  870/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.923, Loss:  0.172
Epoch  52 Batch  871/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.923, Loss:  0.178
Epoch  52 Batch  872/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.166
Epoch  52 Batch  873/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.194
Epoch  52 Batch  874/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.929, Loss:  0.185
Epoch  52 Batch  875/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.934, Loss:  0.177
Epoch  52 Batch  876/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.184
Epoch  52 Batch  877/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.165
Epoch  52 Batch  878/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.164
Epoch  52 Batch  879/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.155
Epoch  52 Batch  880/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.170
Epoch  52 Batch  881/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.184
Epoch  52 Batch  882/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.172
Epoch  52 Batch  883/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.929, Loss:  0.203
Epoch  52 Batch  884/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.929, Loss:  0.165
Epoch  52 Batch  885/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.139
Epoch  52 Batch  886/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.929, Loss:  0.185
Epoch  52 Batch  887/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.929, Loss:  0.185
Epoch  52 Batch  888/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.934, Loss:  0.166
Epoch  52 Batch  889/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.174
Epoch  52 Batch  890/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.164
Epoch  52 Batch  891/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.171
Epoch  52 Batch  892/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.160
Epoch  52 Batch  893/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.175
Epoch  52 Batch  894/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.929, Loss:  0.163
Epoch  52 Batch  895/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.168
Epoch  52 Batch  896/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.929, Loss:  0.195
Epoch  52 Batch  897/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.929, Loss:  0.146
Epoch  52 Batch  898/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.170
Epoch  52 Batch  899/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.193
Epoch  52 Batch  900/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.198
Epoch  52 Batch  901/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.187
Epoch  52 Batch  902/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.930, Loss:  0.179
Epoch  52 Batch  903/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.194
Epoch  52 Batch  904/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.160
Epoch  52 Batch  905/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.162
Epoch  52 Batch  906/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.163
Epoch  52 Batch  907/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.928, Loss:  0.189
Epoch  52 Batch  908/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.161
Epoch  52 Batch  909/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.175
Epoch  52 Batch  910/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.165
Epoch  52 Batch  911/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.166
Epoch  52 Batch  912/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.181
Epoch  52 Batch  913/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.196
Epoch  52 Batch  914/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.197
Epoch  52 Batch  915/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.929, Loss:  0.173
Epoch  52 Batch  916/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.176
Epoch  52 Batch  917/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.172
Epoch  52 Batch  918/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.166
Epoch  52 Batch  919/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.158
Epoch  52 Batch  920/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.180
Epoch  52 Batch  921/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.167
Epoch  52 Batch  922/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.930, Loss:  0.182
Epoch  52 Batch  923/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.162
Epoch  52 Batch  924/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.928, Loss:  0.203
Epoch  52 Batch  925/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.169
Epoch  52 Batch  926/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.923, Loss:  0.182
Epoch  52 Batch  927/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.928, Loss:  0.193
Epoch  52 Batch  928/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.183
Epoch  52 Batch  929/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.195
Epoch  52 Batch  930/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.186
Epoch  52 Batch  931/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.158
Epoch  52 Batch  932/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.178
Epoch  52 Batch  933/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.927, Loss:  0.195
Epoch  52 Batch  934/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.928, Loss:  0.189
Epoch  52 Batch  935/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.161
Epoch  52 Batch  936/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.933, Loss:  0.157
Epoch  52 Batch  937/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.199
Epoch  52 Batch  938/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.204
Epoch  52 Batch  939/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.226
Epoch  52 Batch  940/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.923, Loss:  0.156
Epoch  52 Batch  941/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.146
Epoch  52 Batch  942/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.176
Epoch  52 Batch  943/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.172
Epoch  52 Batch  944/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.159
Epoch  52 Batch  945/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.924, Loss:  0.161
Epoch  52 Batch  946/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.928, Loss:  0.153
Epoch  52 Batch  947/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.928, Loss:  0.188
Epoch  52 Batch  948/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.166
Epoch  52 Batch  949/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.923, Loss:  0.139
Epoch  52 Batch  950/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.166
Epoch  52 Batch  951/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.173
Epoch  52 Batch  952/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.923, Loss:  0.166
Epoch  52 Batch  953/1077 - Train Accuracy:  0.972, Validation Accuracy:  0.923, Loss:  0.150
Epoch  52 Batch  954/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.196
Epoch  52 Batch  955/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.182
Epoch  52 Batch  956/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.185
Epoch  52 Batch  957/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.923, Loss:  0.169
Epoch  52 Batch  958/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.186
Epoch  52 Batch  959/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.172
Epoch  52 Batch  960/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.176
Epoch  52 Batch  961/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.913, Loss:  0.179
Epoch  52 Batch  962/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.165
Epoch  52 Batch  963/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.187
Epoch  52 Batch  964/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.924, Loss:  0.162
Epoch  52 Batch  965/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.925, Loss:  0.190
Epoch  52 Batch  966/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.142
Epoch  52 Batch  967/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.166
Epoch  52 Batch  968/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.926, Loss:  0.218
Epoch  52 Batch  969/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.212
Epoch  52 Batch  970/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.183
Epoch  52 Batch  971/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.174
Epoch  52 Batch  972/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.164
Epoch  52 Batch  973/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.928, Loss:  0.145
Epoch  52 Batch  974/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.160
Epoch  52 Batch  975/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.166
Epoch  52 Batch  976/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.161
Epoch  52 Batch  977/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.157
Epoch  52 Batch  978/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.200
Epoch  52 Batch  979/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.172
Epoch  52 Batch  980/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.182
Epoch  52 Batch  981/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.916, Loss:  0.168
Epoch  52 Batch  982/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.177
Epoch  52 Batch  983/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.179
Epoch  52 Batch  984/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.919, Loss:  0.190
Epoch  52 Batch  985/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.161
Epoch  52 Batch  986/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.165
Epoch  52 Batch  987/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.160
Epoch  52 Batch  988/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.183
Epoch  52 Batch  989/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.196
Epoch  52 Batch  990/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.169
Epoch  52 Batch  991/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.188
Epoch  52 Batch  992/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.166
Epoch  52 Batch  993/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.157
Epoch  52 Batch  994/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.180
Epoch  52 Batch  995/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.170
Epoch  52 Batch  996/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.177
Epoch  52 Batch  997/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.185
Epoch  52 Batch  998/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.928, Loss:  0.171
Epoch  52 Batch  999/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.169
Epoch  52 Batch 1000/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.160
Epoch  52 Batch 1001/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.929, Loss:  0.150
Epoch  52 Batch 1002/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.162
Epoch  52 Batch 1003/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.172
Epoch  52 Batch 1004/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.207
Epoch  52 Batch 1005/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.186
Epoch  52 Batch 1006/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.147
Epoch  52 Batch 1007/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.927, Loss:  0.166
Epoch  52 Batch 1008/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.218
Epoch  52 Batch 1009/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.931, Loss:  0.155
Epoch  52 Batch 1010/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.932, Loss:  0.180
Epoch  52 Batch 1011/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.168
Epoch  52 Batch 1012/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.152
Epoch  52 Batch 1013/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.161
Epoch  52 Batch 1014/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.168
Epoch  52 Batch 1015/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.209
Epoch  52 Batch 1016/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.182
Epoch  52 Batch 1017/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.168
Epoch  52 Batch 1018/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.926, Loss:  0.169
Epoch  52 Batch 1019/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.207
Epoch  52 Batch 1020/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.931, Loss:  0.166
Epoch  52 Batch 1021/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.174
Epoch  52 Batch 1022/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.166
Epoch  52 Batch 1023/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.158
Epoch  52 Batch 1024/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.929, Loss:  0.193
Epoch  52 Batch 1025/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.929, Loss:  0.178
Epoch  52 Batch 1026/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.171
Epoch  52 Batch 1027/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.184
Epoch  52 Batch 1028/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.170
Epoch  52 Batch 1029/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.915, Loss:  0.180
Epoch  52 Batch 1030/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.915, Loss:  0.187
Epoch  52 Batch 1031/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.199
Epoch  52 Batch 1032/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.184
Epoch  52 Batch 1033/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.173
Epoch  52 Batch 1034/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.197
Epoch  52 Batch 1035/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.917, Loss:  0.152
Epoch  52 Batch 1036/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.182
Epoch  52 Batch 1037/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.179
Epoch  52 Batch 1038/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.178
Epoch  52 Batch 1039/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.175
Epoch  52 Batch 1040/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.193
Epoch  52 Batch 1041/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.930, Loss:  0.168
Epoch  52 Batch 1042/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.173
Epoch  52 Batch 1043/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.931, Loss:  0.200
Epoch  52 Batch 1044/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.179
Epoch  52 Batch 1045/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.168
Epoch  52 Batch 1046/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.152
Epoch  52 Batch 1047/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.931, Loss:  0.162
Epoch  52 Batch 1048/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.160
Epoch  52 Batch 1049/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.195
Epoch  52 Batch 1050/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.154
Epoch  52 Batch 1051/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.931, Loss:  0.166
Epoch  52 Batch 1052/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.180
Epoch  52 Batch 1053/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.931, Loss:  0.168
Epoch  52 Batch 1054/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.172
Epoch  52 Batch 1055/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.171
Epoch  52 Batch 1056/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.162
Epoch  52 Batch 1057/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.928, Loss:  0.174
Epoch  52 Batch 1058/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.211
Epoch  52 Batch 1059/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.929, Loss:  0.190
Epoch  52 Batch 1060/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.150
Epoch  52 Batch 1061/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.192
Epoch  52 Batch 1062/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.172
Epoch  52 Batch 1063/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.923, Loss:  0.180
Epoch  52 Batch 1064/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.160
Epoch  52 Batch 1065/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.158
Epoch  52 Batch 1066/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.172
Epoch  52 Batch 1067/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.921, Loss:  0.174
Epoch  52 Batch 1068/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.170
Epoch  52 Batch 1069/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.164
Epoch  52 Batch 1070/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.171
Epoch  52 Batch 1071/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.170
Epoch  52 Batch 1072/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.191
Epoch  52 Batch 1073/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.190
Epoch  52 Batch 1074/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.212
Epoch  52 Batch 1075/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.920, Loss:  0.197
Epoch  53 Batch    0/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.140
Epoch  53 Batch    1/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.150
Epoch  53 Batch    2/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.178
Epoch  53 Batch    3/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.161
Epoch  53 Batch    4/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.177
Epoch  53 Batch    5/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.192
Epoch  53 Batch    6/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.172
Epoch  53 Batch    7/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.147
Epoch  53 Batch    8/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.169
Epoch  53 Batch    9/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.192
Epoch  53 Batch   10/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.912, Loss:  0.175
Epoch  53 Batch   11/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.176
Epoch  53 Batch   12/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.909, Loss:  0.190
Epoch  53 Batch   13/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.167
Epoch  53 Batch   14/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.913, Loss:  0.143
Epoch  53 Batch   15/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.912, Loss:  0.151
Epoch  53 Batch   16/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.911, Loss:  0.174
Epoch  53 Batch   17/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.165
Epoch  53 Batch   18/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.172
Epoch  53 Batch   19/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.185
Epoch  53 Batch   20/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.167
Epoch  53 Batch   21/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.191
Epoch  53 Batch   22/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.174
Epoch  53 Batch   23/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.163
Epoch  53 Batch   24/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.912, Loss:  0.167
Epoch  53 Batch   25/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.917, Loss:  0.144
Epoch  53 Batch   26/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.192
Epoch  53 Batch   27/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.172
Epoch  53 Batch   28/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.917, Loss:  0.179
Epoch  53 Batch   29/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.186
Epoch  53 Batch   30/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.151
Epoch  53 Batch   31/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.175
Epoch  53 Batch   32/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.156
Epoch  53 Batch   33/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.146
Epoch  53 Batch   34/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.181
Epoch  53 Batch   35/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.179
Epoch  53 Batch   36/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.174
Epoch  53 Batch   37/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.923, Loss:  0.169
Epoch  53 Batch   38/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.187
Epoch  53 Batch   39/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.223
Epoch  53 Batch   40/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.168
Epoch  53 Batch   41/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.171
Epoch  53 Batch   42/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.220
Epoch  53 Batch   43/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.154
Epoch  53 Batch   44/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.170
Epoch  53 Batch   45/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.925, Loss:  0.174
Epoch  53 Batch   46/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.926, Loss:  0.178
Epoch  53 Batch   47/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.177
Epoch  53 Batch   48/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.928, Loss:  0.228
Epoch  53 Batch   49/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.202
Epoch  53 Batch   50/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.927, Loss:  0.161
Epoch  53 Batch   51/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.157
Epoch  53 Batch   52/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.184
Epoch  53 Batch   53/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.927, Loss:  0.163
Epoch  53 Batch   54/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.205
Epoch  53 Batch   55/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.157
Epoch  53 Batch   56/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.148
Epoch  53 Batch   57/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.152
Epoch  53 Batch   58/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.174
Epoch  53 Batch   59/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.171
Epoch  53 Batch   60/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.149
Epoch  53 Batch   61/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.181
Epoch  53 Batch   62/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.187
Epoch  53 Batch   63/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.916, Loss:  0.149
Epoch  53 Batch   64/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.170
Epoch  53 Batch   65/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.172
Epoch  53 Batch   66/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.154
Epoch  53 Batch   67/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.925, Loss:  0.161
Epoch  53 Batch   68/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.193
Epoch  53 Batch   69/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.178
Epoch  53 Batch   70/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.926, Loss:  0.182
Epoch  53 Batch   71/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.162
Epoch  53 Batch   72/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.182
Epoch  53 Batch   73/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.171
Epoch  53 Batch   74/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.145
Epoch  53 Batch   75/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.199
Epoch  53 Batch   76/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.141
Epoch  53 Batch   77/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.922, Loss:  0.176
Epoch  53 Batch   78/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.923, Loss:  0.170
Epoch  53 Batch   79/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.160
Epoch  53 Batch   80/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.161
Epoch  53 Batch   81/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.155
Epoch  53 Batch   82/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.144
Epoch  53 Batch   83/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.177
Epoch  53 Batch   84/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.184
Epoch  53 Batch   85/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.169
Epoch  53 Batch   86/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.164
Epoch  53 Batch   87/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.919, Loss:  0.213
Epoch  53 Batch   88/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.196
Epoch  53 Batch   89/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.172
Epoch  53 Batch   90/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.172
Epoch  53 Batch   91/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.914, Loss:  0.152
Epoch  53 Batch   92/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.168
Epoch  53 Batch   93/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.914, Loss:  0.184
Epoch  53 Batch   94/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.919, Loss:  0.168
Epoch  53 Batch   95/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.195
Epoch  53 Batch   96/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.182
Epoch  53 Batch   97/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.185
Epoch  53 Batch   98/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.167
Epoch  53 Batch   99/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.191
Epoch  53 Batch  100/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.170
Epoch  53 Batch  101/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.159
Epoch  53 Batch  102/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.913, Loss:  0.169
Epoch  53 Batch  103/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.192
Epoch  53 Batch  104/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.183
Epoch  53 Batch  105/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.173
Epoch  53 Batch  106/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.210
Epoch  53 Batch  107/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.177
Epoch  53 Batch  108/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.153
Epoch  53 Batch  109/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.157
Epoch  53 Batch  110/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.139
Epoch  53 Batch  111/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.164
Epoch  53 Batch  112/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.934, Loss:  0.168
Epoch  53 Batch  113/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.933, Loss:  0.185
Epoch  53 Batch  114/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.156
Epoch  53 Batch  115/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.185
Epoch  53 Batch  116/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.931, Loss:  0.192
Epoch  53 Batch  117/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.931, Loss:  0.181
Epoch  53 Batch  118/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.926, Loss:  0.167
Epoch  53 Batch  119/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.163
Epoch  53 Batch  120/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.191
Epoch  53 Batch  121/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.168
Epoch  53 Batch  122/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.920, Loss:  0.155
Epoch  53 Batch  123/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.152
Epoch  53 Batch  124/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.178
Epoch  53 Batch  125/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.177
Epoch  53 Batch  126/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.142
Epoch  53 Batch  127/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.179
Epoch  53 Batch  128/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.924, Loss:  0.152
Epoch  53 Batch  129/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.181
Epoch  53 Batch  130/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.146
Epoch  53 Batch  131/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.169
Epoch  53 Batch  132/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.153
Epoch  53 Batch  133/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.165
Epoch  53 Batch  134/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.174
Epoch  53 Batch  135/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.169
Epoch  53 Batch  136/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.164
Epoch  53 Batch  137/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.151
Epoch  53 Batch  138/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.170
Epoch  53 Batch  139/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.165
Epoch  53 Batch  140/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.178
Epoch  53 Batch  141/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.917, Loss:  0.146
Epoch  53 Batch  142/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.164
Epoch  53 Batch  143/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.196
Epoch  53 Batch  144/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.190
Epoch  53 Batch  145/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.164
Epoch  53 Batch  146/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.242
Epoch  53 Batch  147/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.183
Epoch  53 Batch  148/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.176
Epoch  53 Batch  149/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.171
Epoch  53 Batch  150/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.155
Epoch  53 Batch  151/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.137
Epoch  53 Batch  152/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.937, Loss:  0.192
Epoch  53 Batch  153/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.179
Epoch  53 Batch  154/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.935, Loss:  0.179
Epoch  53 Batch  155/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.165
Epoch  53 Batch  156/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.165
Epoch  53 Batch  157/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.180
Epoch  53 Batch  158/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.187
Epoch  53 Batch  159/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.154
Epoch  53 Batch  160/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.165
Epoch  53 Batch  161/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.165
Epoch  53 Batch  162/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.182
Epoch  53 Batch  163/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.197
Epoch  53 Batch  164/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.182
Epoch  53 Batch  165/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.147
Epoch  53 Batch  166/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.182
Epoch  53 Batch  167/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.146
Epoch  53 Batch  168/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.188
Epoch  53 Batch  169/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.181
Epoch  53 Batch  170/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.185
Epoch  53 Batch  171/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.162
Epoch  53 Batch  172/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.152
Epoch  53 Batch  173/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.194
Epoch  53 Batch  174/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.161
Epoch  53 Batch  175/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.172
Epoch  53 Batch  176/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.162
Epoch  53 Batch  177/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.200
Epoch  53 Batch  178/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.916, Loss:  0.172
Epoch  53 Batch  179/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.177
Epoch  53 Batch  180/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.167
Epoch  53 Batch  181/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.198
Epoch  53 Batch  182/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.169
Epoch  53 Batch  183/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.195
Epoch  53 Batch  184/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.922, Loss:  0.171
Epoch  53 Batch  185/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.173
Epoch  53 Batch  186/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.161
Epoch  53 Batch  187/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.157
Epoch  53 Batch  188/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.921, Loss:  0.196
Epoch  53 Batch  189/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.160
Epoch  53 Batch  190/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.164
Epoch  53 Batch  191/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.151
Epoch  53 Batch  192/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.161
Epoch  53 Batch  193/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.190
Epoch  53 Batch  194/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.149
Epoch  53 Batch  195/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.174
Epoch  53 Batch  196/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.925, Loss:  0.167
Epoch  53 Batch  197/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.170
Epoch  53 Batch  198/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.177
Epoch  53 Batch  199/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.160
Epoch  53 Batch  200/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.168
Epoch  53 Batch  201/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.139
Epoch  53 Batch  202/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.173
Epoch  53 Batch  203/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.924, Loss:  0.170
Epoch  53 Batch  204/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.924, Loss:  0.225
Epoch  53 Batch  205/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.924, Loss:  0.178
Epoch  53 Batch  206/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.152
Epoch  53 Batch  207/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.175
Epoch  53 Batch  208/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.185
Epoch  53 Batch  209/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.926, Loss:  0.138
Epoch  53 Batch  210/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.168
Epoch  53 Batch  211/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.160
Epoch  53 Batch  212/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.160
Epoch  53 Batch  213/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.922, Loss:  0.136
Epoch  53 Batch  214/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.155
Epoch  53 Batch  215/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.928, Loss:  0.198
Epoch  53 Batch  216/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.180
Epoch  53 Batch  217/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.138
Epoch  53 Batch  218/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.214
Epoch  53 Batch  219/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.172
Epoch  53 Batch  220/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.184
Epoch  53 Batch  221/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.927, Loss:  0.178
Epoch  53 Batch  222/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.927, Loss:  0.168
Epoch  53 Batch  223/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.926, Loss:  0.140
Epoch  53 Batch  224/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.177
Epoch  53 Batch  225/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.187
Epoch  53 Batch  226/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.158
Epoch  53 Batch  227/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.915, Loss:  0.203
Epoch  53 Batch  228/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.154
Epoch  53 Batch  229/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.203
Epoch  53 Batch  230/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.164
Epoch  53 Batch  231/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.205
Epoch  53 Batch  232/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.923, Loss:  0.173
Epoch  53 Batch  233/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.222
Epoch  53 Batch  234/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.920, Loss:  0.194
Epoch  53 Batch  235/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.919, Loss:  0.169
Epoch  53 Batch  236/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.171
Epoch  53 Batch  237/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.152
Epoch  53 Batch  238/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.176
Epoch  53 Batch  239/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.923, Loss:  0.128
Epoch  53 Batch  240/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.923, Loss:  0.164
Epoch  53 Batch  241/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.145
Epoch  53 Batch  242/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.162
Epoch  53 Batch  243/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.178
Epoch  53 Batch  244/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.184
Epoch  53 Batch  245/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.157
Epoch  53 Batch  246/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.179
Epoch  53 Batch  247/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.170
Epoch  53 Batch  248/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.149
Epoch  53 Batch  249/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.187
Epoch  53 Batch  250/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.158
Epoch  53 Batch  251/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.158
Epoch  53 Batch  252/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.163
Epoch  53 Batch  253/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.179
Epoch  53 Batch  254/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.159
Epoch  53 Batch  255/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.174
Epoch  53 Batch  256/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.923, Loss:  0.214
Epoch  53 Batch  257/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.923, Loss:  0.189
Epoch  53 Batch  258/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.151
Epoch  53 Batch  259/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.168
Epoch  53 Batch  260/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.145
Epoch  53 Batch  261/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.932, Loss:  0.159
Epoch  53 Batch  262/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.932, Loss:  0.156
Epoch  53 Batch  263/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.928, Loss:  0.152
Epoch  53 Batch  264/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.191
Epoch  53 Batch  265/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.927, Loss:  0.159
Epoch  53 Batch  266/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.927, Loss:  0.170
Epoch  53 Batch  267/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.927, Loss:  0.156
Epoch  53 Batch  268/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.184
Epoch  53 Batch  269/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.198
Epoch  53 Batch  270/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.199
Epoch  53 Batch  271/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.154
Epoch  53 Batch  272/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.912, Loss:  0.241
Epoch  53 Batch  273/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.162
Epoch  53 Batch  274/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.916, Loss:  0.172
Epoch  53 Batch  275/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.916, Loss:  0.175
Epoch  53 Batch  276/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.916, Loss:  0.207
Epoch  53 Batch  277/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.911, Loss:  0.148
Epoch  53 Batch  278/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.183
Epoch  53 Batch  279/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.182
Epoch  53 Batch  280/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.173
Epoch  53 Batch  281/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.197
Epoch  53 Batch  282/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.920, Loss:  0.206
Epoch  53 Batch  283/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.925, Loss:  0.180
Epoch  53 Batch  284/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.188
Epoch  53 Batch  285/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.915, Loss:  0.176
Epoch  53 Batch  286/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.140
Epoch  53 Batch  287/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.158
Epoch  53 Batch  288/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.175
Epoch  53 Batch  289/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.165
Epoch  53 Batch  290/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.201
Epoch  53 Batch  291/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.210
Epoch  53 Batch  292/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.172
Epoch  53 Batch  293/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.181
Epoch  53 Batch  294/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.165
Epoch  53 Batch  295/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.193
Epoch  53 Batch  296/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.181
Epoch  53 Batch  297/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.922, Loss:  0.200
Epoch  53 Batch  298/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.190
Epoch  53 Batch  299/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.173
Epoch  53 Batch  300/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.912, Loss:  0.161
Epoch  53 Batch  301/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.912, Loss:  0.154
Epoch  53 Batch  302/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.913, Loss:  0.168
Epoch  53 Batch  303/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.203
Epoch  53 Batch  304/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.913, Loss:  0.165
Epoch  53 Batch  305/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.169
Epoch  53 Batch  306/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.180
Epoch  53 Batch  307/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.163
Epoch  53 Batch  308/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.180
Epoch  53 Batch  309/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.145
Epoch  53 Batch  310/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.191
Epoch  53 Batch  311/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.156
Epoch  53 Batch  312/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.911, Loss:  0.195
Epoch  53 Batch  313/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.917, Loss:  0.161
Epoch  53 Batch  314/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.155
Epoch  53 Batch  315/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.914, Loss:  0.156
Epoch  53 Batch  316/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.151
Epoch  53 Batch  317/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.912, Loss:  0.201
Epoch  53 Batch  318/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.912, Loss:  0.159
Epoch  53 Batch  319/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.170
Epoch  53 Batch  320/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.169
Epoch  53 Batch  321/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.909, Loss:  0.165
Epoch  53 Batch  322/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.909, Loss:  0.166
Epoch  53 Batch  323/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.914, Loss:  0.167
Epoch  53 Batch  324/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.178
Epoch  53 Batch  325/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.174
Epoch  53 Batch  326/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.162
Epoch  53 Batch  327/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.197
Epoch  53 Batch  328/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.198
Epoch  53 Batch  329/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.182
Epoch  53 Batch  330/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.160
Epoch  53 Batch  331/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.176
Epoch  53 Batch  332/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.140
Epoch  53 Batch  333/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.920, Loss:  0.141
Epoch  53 Batch  334/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.915, Loss:  0.156
Epoch  53 Batch  335/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.198
Epoch  53 Batch  336/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.213
Epoch  53 Batch  337/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.913, Loss:  0.183
Epoch  53 Batch  338/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.913, Loss:  0.211
Epoch  53 Batch  339/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.910, Loss:  0.164
Epoch  53 Batch  340/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.915, Loss:  0.156
Epoch  53 Batch  341/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.233
Epoch  53 Batch  342/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.158
Epoch  53 Batch  343/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.183
Epoch  53 Batch  344/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.191
Epoch  53 Batch  345/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.165
Epoch  53 Batch  346/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.181
Epoch  53 Batch  347/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.929, Loss:  0.168
Epoch  53 Batch  348/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.935, Loss:  0.168
Epoch  53 Batch  349/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.927, Loss:  0.175
Epoch  53 Batch  350/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.922, Loss:  0.185
Epoch  53 Batch  351/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.180
Epoch  53 Batch  352/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.164
Epoch  53 Batch  353/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.195
Epoch  53 Batch  354/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.198
Epoch  53 Batch  355/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.918, Loss:  0.202
Epoch  53 Batch  356/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.165
Epoch  53 Batch  357/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.923, Loss:  0.161
Epoch  53 Batch  358/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.923, Loss:  0.196
Epoch  53 Batch  359/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.922, Loss:  0.170
Epoch  53 Batch  360/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.926, Loss:  0.188
Epoch  53 Batch  361/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.181
Epoch  53 Batch  362/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.193
Epoch  53 Batch  363/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.207
Epoch  53 Batch  364/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.208
Epoch  53 Batch  365/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.169
Epoch  53 Batch  366/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.169
Epoch  53 Batch  367/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.145
Epoch  53 Batch  368/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.925, Loss:  0.161
Epoch  53 Batch  369/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.169
Epoch  53 Batch  370/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.924, Loss:  0.169
Epoch  53 Batch  371/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.157
Epoch  53 Batch  372/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.160
Epoch  53 Batch  373/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.928, Loss:  0.151
Epoch  53 Batch  374/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.927, Loss:  0.184
Epoch  53 Batch  375/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.927, Loss:  0.151
Epoch  53 Batch  376/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.174
Epoch  53 Batch  377/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.180
Epoch  53 Batch  378/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.163
Epoch  53 Batch  379/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.927, Loss:  0.195
Epoch  53 Batch  380/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.161
Epoch  53 Batch  381/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.168
Epoch  53 Batch  382/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.201
Epoch  53 Batch  383/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.153
Epoch  53 Batch  384/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.165
Epoch  53 Batch  385/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.914, Loss:  0.181
Epoch  53 Batch  386/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.914, Loss:  0.198
Epoch  53 Batch  387/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.157
Epoch  53 Batch  388/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.166
Epoch  53 Batch  389/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.919, Loss:  0.159
Epoch  53 Batch  390/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.919, Loss:  0.185
Epoch  53 Batch  391/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.176
Epoch  53 Batch  392/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.918, Loss:  0.198
Epoch  53 Batch  393/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.164
Epoch  53 Batch  394/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.179
Epoch  53 Batch  395/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.163
Epoch  53 Batch  396/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.927, Loss:  0.191
Epoch  53 Batch  397/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.927, Loss:  0.168
Epoch  53 Batch  398/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.927, Loss:  0.183
Epoch  53 Batch  399/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.928, Loss:  0.176
Epoch  53 Batch  400/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.202
Epoch  53 Batch  401/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.150
Epoch  53 Batch  402/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.151
Epoch  53 Batch  403/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.205
Epoch  53 Batch  404/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.167
Epoch  53 Batch  405/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.932, Loss:  0.189
Epoch  53 Batch  406/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.929, Loss:  0.161
Epoch  53 Batch  407/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.186
Epoch  53 Batch  408/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.187
Epoch  53 Batch  409/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.175
Epoch  53 Batch  410/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.930, Loss:  0.187
Epoch  53 Batch  411/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.156
Epoch  53 Batch  412/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.929, Loss:  0.145
Epoch  53 Batch  413/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.170
Epoch  53 Batch  414/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.927, Loss:  0.190
Epoch  53 Batch  415/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.169
Epoch  53 Batch  416/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.169
Epoch  53 Batch  417/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.927, Loss:  0.234
Epoch  53 Batch  418/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.156
Epoch  53 Batch  419/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.169
Epoch  53 Batch  420/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.161
Epoch  53 Batch  421/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.210
Epoch  53 Batch  422/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.162
Epoch  53 Batch  423/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.180
Epoch  53 Batch  424/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.164
Epoch  53 Batch  425/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.164
Epoch  53 Batch  426/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.196
Epoch  53 Batch  427/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.173
Epoch  53 Batch  428/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.921, Loss:  0.152
Epoch  53 Batch  429/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.165
Epoch  53 Batch  430/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.154
Epoch  53 Batch  431/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.163
Epoch  53 Batch  432/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.160
Epoch  53 Batch  433/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.918, Loss:  0.172
Epoch  53 Batch  434/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.167
Epoch  53 Batch  435/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.918, Loss:  0.182
Epoch  53 Batch  436/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.152
Epoch  53 Batch  437/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.157
Epoch  53 Batch  438/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.908, Loss:  0.183
Epoch  53 Batch  439/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.183
Epoch  53 Batch  440/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.906, Loss:  0.191
Epoch  53 Batch  441/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.906, Loss:  0.161
Epoch  53 Batch  442/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.910, Loss:  0.184
Epoch  53 Batch  443/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.911, Loss:  0.164
Epoch  53 Batch  444/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.160
Epoch  53 Batch  445/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.174
Epoch  53 Batch  446/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.137
Epoch  53 Batch  447/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.172
Epoch  53 Batch  448/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.920, Loss:  0.212
Epoch  53 Batch  449/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.198
Epoch  53 Batch  450/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.173
Epoch  53 Batch  451/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.150
Epoch  53 Batch  452/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.197
Epoch  53 Batch  453/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.911, Loss:  0.163
Epoch  53 Batch  454/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.161
Epoch  53 Batch  455/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.175
Epoch  53 Batch  456/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.912, Loss:  0.169
Epoch  53 Batch  457/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.163
Epoch  53 Batch  458/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.169
Epoch  53 Batch  459/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.163
Epoch  53 Batch  460/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.187
Epoch  53 Batch  461/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.924, Loss:  0.169
Epoch  53 Batch  462/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.924, Loss:  0.172
Epoch  53 Batch  463/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.172
Epoch  53 Batch  464/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.922, Loss:  0.171
Epoch  53 Batch  465/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.200
Epoch  53 Batch  466/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.175
Epoch  53 Batch  467/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.175
Epoch  53 Batch  468/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.174
Epoch  53 Batch  469/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.160
Epoch  53 Batch  470/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.173
Epoch  53 Batch  471/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.920, Loss:  0.155
Epoch  53 Batch  472/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.172
Epoch  53 Batch  473/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.180
Epoch  53 Batch  474/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.166
Epoch  53 Batch  475/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.158
Epoch  53 Batch  476/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.180
Epoch  53 Batch  477/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.175
Epoch  53 Batch  478/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.187
Epoch  53 Batch  479/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.191
Epoch  53 Batch  480/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.163
Epoch  53 Batch  481/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.163
Epoch  53 Batch  482/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.174
Epoch  53 Batch  483/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.188
Epoch  53 Batch  484/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.182
Epoch  53 Batch  485/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.168
Epoch  53 Batch  486/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.151
Epoch  53 Batch  487/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.926, Loss:  0.158
Epoch  53 Batch  488/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.183
Epoch  53 Batch  489/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.163
Epoch  53 Batch  490/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.164
Epoch  53 Batch  491/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.178
Epoch  53 Batch  492/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.202
Epoch  53 Batch  493/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.164
Epoch  53 Batch  494/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.166
Epoch  53 Batch  495/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.178
Epoch  53 Batch  496/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.190
Epoch  53 Batch  497/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.200
Epoch  53 Batch  498/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.178
Epoch  53 Batch  499/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.156
Epoch  53 Batch  500/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.917, Loss:  0.168
Epoch  53 Batch  501/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.166
Epoch  53 Batch  502/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.922, Loss:  0.156
Epoch  53 Batch  503/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.172
Epoch  53 Batch  504/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.166
Epoch  53 Batch  505/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.919, Loss:  0.148
Epoch  53 Batch  506/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.161
Epoch  53 Batch  507/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.919, Loss:  0.178
Epoch  53 Batch  508/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.161
Epoch  53 Batch  509/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.919, Loss:  0.177
Epoch  53 Batch  510/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.166
Epoch  53 Batch  511/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.178
Epoch  53 Batch  512/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.920, Loss:  0.156
Epoch  53 Batch  513/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.193
Epoch  53 Batch  514/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.920, Loss:  0.188
Epoch  53 Batch  515/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.186
Epoch  53 Batch  516/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.144
Epoch  53 Batch  517/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.921, Loss:  0.174
Epoch  53 Batch  518/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.161
Epoch  53 Batch  519/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.920, Loss:  0.170
Epoch  53 Batch  520/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.157
Epoch  53 Batch  521/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.925, Loss:  0.160
Epoch  53 Batch  522/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.925, Loss:  0.184
Epoch  53 Batch  523/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.162
Epoch  53 Batch  524/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.189
Epoch  53 Batch  525/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.171
Epoch  53 Batch  526/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.168
Epoch  53 Batch  527/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.165
Epoch  53 Batch  528/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.147
Epoch  53 Batch  529/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.151
Epoch  53 Batch  530/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.177
Epoch  53 Batch  531/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.166
Epoch  53 Batch  532/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.919, Loss:  0.192
Epoch  53 Batch  533/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.212
Epoch  53 Batch  534/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.164
Epoch  53 Batch  535/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.159
Epoch  53 Batch  536/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.151
Epoch  53 Batch  537/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.161
Epoch  53 Batch  538/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.134
Epoch  53 Batch  539/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.185
Epoch  53 Batch  540/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.916, Loss:  0.156
Epoch  53 Batch  541/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.165
Epoch  53 Batch  542/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.176
Epoch  53 Batch  543/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.179
Epoch  53 Batch  544/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.921, Loss:  0.149
Epoch  53 Batch  545/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.184
Epoch  53 Batch  546/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.182
Epoch  53 Batch  547/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.158
Epoch  53 Batch  548/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.198
Epoch  53 Batch  549/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.196
Epoch  53 Batch  550/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.919, Loss:  0.187
Epoch  53 Batch  551/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.188
Epoch  53 Batch  552/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.172
Epoch  53 Batch  553/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.207
Epoch  53 Batch  554/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.166
Epoch  53 Batch  555/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.181
Epoch  53 Batch  556/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.161
Epoch  53 Batch  557/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.169
Epoch  53 Batch  558/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.182
Epoch  53 Batch  559/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.178
Epoch  53 Batch  560/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.158
Epoch  53 Batch  561/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.162
Epoch  53 Batch  562/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.157
Epoch  53 Batch  563/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.922, Loss:  0.212
Epoch  53 Batch  564/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.923, Loss:  0.192
Epoch  53 Batch  565/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.170
Epoch  53 Batch  566/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.927, Loss:  0.195
Epoch  53 Batch  567/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.176
Epoch  53 Batch  568/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.160
Epoch  53 Batch  569/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.170
Epoch  53 Batch  570/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.190
Epoch  53 Batch  571/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.145
Epoch  53 Batch  572/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.162
Epoch  53 Batch  573/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.200
Epoch  53 Batch  574/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.198
Epoch  53 Batch  575/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.157
Epoch  53 Batch  576/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.158
Epoch  53 Batch  577/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.918, Loss:  0.185
Epoch  53 Batch  578/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.197
Epoch  53 Batch  579/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.159
Epoch  53 Batch  580/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.156
Epoch  53 Batch  581/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.151
Epoch  53 Batch  582/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.921, Loss:  0.178
Epoch  53 Batch  583/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.176
Epoch  53 Batch  584/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.191
Epoch  53 Batch  585/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.151
Epoch  53 Batch  586/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.184
Epoch  53 Batch  587/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.157
Epoch  53 Batch  588/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.163
Epoch  53 Batch  589/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.919, Loss:  0.182
Epoch  53 Batch  590/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.157
Epoch  53 Batch  591/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.166
Epoch  53 Batch  592/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.186
Epoch  53 Batch  593/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.192
Epoch  53 Batch  594/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.185
Epoch  53 Batch  595/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.186
Epoch  53 Batch  596/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.181
Epoch  53 Batch  597/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.170
Epoch  53 Batch  598/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.183
Epoch  53 Batch  599/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.236
Epoch  53 Batch  600/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.163
Epoch  53 Batch  601/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.179
Epoch  53 Batch  602/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.174
Epoch  53 Batch  603/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.166
Epoch  53 Batch  604/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.172
Epoch  53 Batch  605/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.183
Epoch  53 Batch  606/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.145
Epoch  53 Batch  607/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.171
Epoch  53 Batch  608/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.182
Epoch  53 Batch  609/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.926, Loss:  0.203
Epoch  53 Batch  610/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.926, Loss:  0.200
Epoch  53 Batch  611/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.179
Epoch  53 Batch  612/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.148
Epoch  53 Batch  613/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.180
Epoch  53 Batch  614/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.931, Loss:  0.165
Epoch  53 Batch  615/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.170
Epoch  53 Batch  616/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.166
Epoch  53 Batch  617/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.166
Epoch  53 Batch  618/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.927, Loss:  0.172
Epoch  53 Batch  619/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.927, Loss:  0.154
Epoch  53 Batch  620/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.148
Epoch  53 Batch  621/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.918, Loss:  0.159
Epoch  53 Batch  622/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.185
Epoch  53 Batch  623/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.918, Loss:  0.174
Epoch  53 Batch  624/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.174
Epoch  53 Batch  625/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.165
Epoch  53 Batch  626/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.159
Epoch  53 Batch  627/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.168
Epoch  53 Batch  628/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.926, Loss:  0.177
Epoch  53 Batch  629/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.194
Epoch  53 Batch  630/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.172
Epoch  53 Batch  631/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.167
Epoch  53 Batch  632/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.159
Epoch  53 Batch  633/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.179
Epoch  53 Batch  634/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.927, Loss:  0.138
Epoch  53 Batch  635/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.208
Epoch  53 Batch  636/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.929, Loss:  0.157
Epoch  53 Batch  637/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.170
Epoch  53 Batch  638/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.182
Epoch  53 Batch  639/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.183
Epoch  53 Batch  640/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.157
Epoch  53 Batch  641/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.159
Epoch  53 Batch  642/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.167
Epoch  53 Batch  643/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.147
Epoch  53 Batch  644/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.161
Epoch  53 Batch  645/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.170
Epoch  53 Batch  646/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.174
Epoch  53 Batch  647/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.167
Epoch  53 Batch  648/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.152
Epoch  53 Batch  649/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.178
Epoch  53 Batch  650/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.170
Epoch  53 Batch  651/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.185
Epoch  53 Batch  652/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.166
Epoch  53 Batch  653/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.165
Epoch  53 Batch  654/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.161
Epoch  53 Batch  655/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.171
Epoch  53 Batch  656/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.177
Epoch  53 Batch  657/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.196
Epoch  53 Batch  658/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.144
Epoch  53 Batch  659/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.168
Epoch  53 Batch  660/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.171
Epoch  53 Batch  661/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.144
Epoch  53 Batch  662/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.143
Epoch  53 Batch  663/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.149
Epoch  53 Batch  664/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.180
Epoch  53 Batch  665/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.169
Epoch  53 Batch  666/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.179
Epoch  53 Batch  667/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.187
Epoch  53 Batch  668/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.168
Epoch  53 Batch  669/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.172
Epoch  53 Batch  670/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.161
Epoch  53 Batch  671/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.915, Loss:  0.194
Epoch  53 Batch  672/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.915, Loss:  0.185
Epoch  53 Batch  673/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.914, Loss:  0.177
Epoch  53 Batch  674/1077 - Train Accuracy:  0.965, Validation Accuracy:  0.919, Loss:  0.159
Epoch  53 Batch  675/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.188
Epoch  53 Batch  676/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.159
Epoch  53 Batch  677/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.216
Epoch  53 Batch  678/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.156
Epoch  53 Batch  679/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.187
Epoch  53 Batch  680/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.163
Epoch  53 Batch  681/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.158
Epoch  53 Batch  682/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.180
Epoch  53 Batch  683/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.162
Epoch  53 Batch  684/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.179
Epoch  53 Batch  685/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.179
Epoch  53 Batch  686/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.169
Epoch  53 Batch  687/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.179
Epoch  53 Batch  688/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.189
Epoch  53 Batch  689/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.911, Loss:  0.135
Epoch  53 Batch  690/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.913, Loss:  0.166
Epoch  53 Batch  691/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.180
Epoch  53 Batch  692/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.178
Epoch  53 Batch  693/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.217
Epoch  53 Batch  694/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.185
Epoch  53 Batch  695/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.915, Loss:  0.145
Epoch  53 Batch  696/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.189
Epoch  53 Batch  697/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.914, Loss:  0.162
Epoch  53 Batch  698/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.174
Epoch  53 Batch  699/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.175
Epoch  53 Batch  700/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.167
Epoch  53 Batch  701/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.185
Epoch  53 Batch  702/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.222
Epoch  53 Batch  703/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.178
Epoch  53 Batch  704/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.205
Epoch  53 Batch  705/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.169
Epoch  53 Batch  706/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.919, Loss:  0.209
Epoch  53 Batch  707/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.159
Epoch  53 Batch  708/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.920, Loss:  0.168
Epoch  53 Batch  709/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.179
Epoch  53 Batch  710/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.160
Epoch  53 Batch  711/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.192
Epoch  53 Batch  712/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.919, Loss:  0.173
Epoch  53 Batch  713/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.149
Epoch  53 Batch  714/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.166
Epoch  53 Batch  715/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.918, Loss:  0.210
Epoch  53 Batch  716/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.920, Loss:  0.144
Epoch  53 Batch  717/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.920, Loss:  0.155
Epoch  53 Batch  718/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.179
Epoch  53 Batch  719/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.920, Loss:  0.175
Epoch  53 Batch  720/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.192
Epoch  53 Batch  721/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.155
Epoch  53 Batch  722/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.161
Epoch  53 Batch  723/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.165
Epoch  53 Batch  724/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.210
Epoch  53 Batch  725/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.159
Epoch  53 Batch  726/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.169
Epoch  53 Batch  727/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.918, Loss:  0.142
Epoch  53 Batch  728/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.918, Loss:  0.176
Epoch  53 Batch  729/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.189
Epoch  53 Batch  730/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.909, Loss:  0.197
Epoch  53 Batch  731/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.185
Epoch  53 Batch  732/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.189
Epoch  53 Batch  733/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.909, Loss:  0.171
Epoch  53 Batch  734/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.183
Epoch  53 Batch  735/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.909, Loss:  0.156
Epoch  53 Batch  736/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.909, Loss:  0.175
Epoch  53 Batch  737/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.196
Epoch  53 Batch  738/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.148
Epoch  53 Batch  739/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.911, Loss:  0.160
Epoch  53 Batch  740/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.165
Epoch  53 Batch  741/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.173
Epoch  53 Batch  742/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.179
Epoch  53 Batch  743/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.921, Loss:  0.165
Epoch  53 Batch  744/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.151
Epoch  53 Batch  745/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.168
Epoch  53 Batch  746/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.918, Loss:  0.163
Epoch  53 Batch  747/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.145
Epoch  53 Batch  748/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.920, Loss:  0.151
Epoch  53 Batch  749/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.169
Epoch  53 Batch  750/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.194
Epoch  53 Batch  751/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.176
Epoch  53 Batch  752/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.160
Epoch  53 Batch  753/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.929, Loss:  0.169
Epoch  53 Batch  754/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.929, Loss:  0.175
Epoch  53 Batch  755/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.934, Loss:  0.169
Epoch  53 Batch  756/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.169
Epoch  53 Batch  757/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.930, Loss:  0.170
Epoch  53 Batch  758/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.163
Epoch  53 Batch  759/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.157
Epoch  53 Batch  760/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.177
Epoch  53 Batch  761/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.162
Epoch  53 Batch  762/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.922, Loss:  0.177
Epoch  53 Batch  763/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.171
Epoch  53 Batch  764/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.165
Epoch  53 Batch  765/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.156
Epoch  53 Batch  766/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.913, Loss:  0.213
Epoch  53 Batch  767/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.160
Epoch  53 Batch  768/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.910, Loss:  0.145
Epoch  53 Batch  769/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.910, Loss:  0.169
Epoch  53 Batch  770/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.168
Epoch  53 Batch  771/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.170
Epoch  53 Batch  772/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.168
Epoch  53 Batch  773/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.158
Epoch  53 Batch  774/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.184
Epoch  53 Batch  775/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.180
Epoch  53 Batch  776/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.152
Epoch  53 Batch  777/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.197
Epoch  53 Batch  778/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.147
Epoch  53 Batch  779/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.178
Epoch  53 Batch  780/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.920, Loss:  0.215
Epoch  53 Batch  781/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.920, Loss:  0.138
Epoch  53 Batch  782/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.153
Epoch  53 Batch  783/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.932, Loss:  0.178
Epoch  53 Batch  784/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.932, Loss:  0.158
Epoch  53 Batch  785/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.933, Loss:  0.152
Epoch  53 Batch  786/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.933, Loss:  0.170
Epoch  53 Batch  787/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.159
Epoch  53 Batch  788/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.164
Epoch  53 Batch  789/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.166
Epoch  53 Batch  790/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.923, Loss:  0.208
Epoch  53 Batch  791/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.918, Loss:  0.184
Epoch  53 Batch  792/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.182
Epoch  53 Batch  793/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.185
Epoch  53 Batch  794/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.163
Epoch  53 Batch  795/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.916, Loss:  0.179
Epoch  53 Batch  796/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.916, Loss:  0.171
Epoch  53 Batch  797/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.170
Epoch  53 Batch  798/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.170
Epoch  53 Batch  799/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.911, Loss:  0.197
Epoch  53 Batch  800/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.910, Loss:  0.155
Epoch  53 Batch  801/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.910, Loss:  0.179
Epoch  53 Batch  802/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.168
Epoch  53 Batch  803/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.180
Epoch  53 Batch  804/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.168
Epoch  53 Batch  805/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.173
Epoch  53 Batch  806/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.160
Epoch  53 Batch  807/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.924, Loss:  0.157
Epoch  53 Batch  808/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.198
Epoch  53 Batch  809/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.235
Epoch  53 Batch  810/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.150
Epoch  53 Batch  811/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.149
Epoch  53 Batch  812/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.921, Loss:  0.189
Epoch  53 Batch  813/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.158
Epoch  53 Batch  814/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.192
Epoch  53 Batch  815/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.163
Epoch  53 Batch  816/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.182
Epoch  53 Batch  817/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.176
Epoch  53 Batch  818/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.195
Epoch  53 Batch  819/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.177
Epoch  53 Batch  820/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.926, Loss:  0.172
Epoch  53 Batch  821/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.926, Loss:  0.183
Epoch  53 Batch  822/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.166
Epoch  53 Batch  823/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.921, Loss:  0.177
Epoch  53 Batch  824/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.162
Epoch  53 Batch  825/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.917, Loss:  0.164
Epoch  53 Batch  826/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.150
Epoch  53 Batch  827/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.169
Epoch  53 Batch  828/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.169
Epoch  53 Batch  829/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.928, Loss:  0.213
Epoch  53 Batch  830/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.170
Epoch  53 Batch  831/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.918, Loss:  0.174
Epoch  53 Batch  832/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.163
Epoch  53 Batch  833/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.918, Loss:  0.170
Epoch  53 Batch  834/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.176
Epoch  53 Batch  835/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.186
Epoch  53 Batch  836/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.177
Epoch  53 Batch  837/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.918, Loss:  0.198
Epoch  53 Batch  838/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.918, Loss:  0.183
Epoch  53 Batch  839/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.170
Epoch  53 Batch  840/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.913, Loss:  0.165
Epoch  53 Batch  841/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.913, Loss:  0.185
Epoch  53 Batch  842/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.160
Epoch  53 Batch  843/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.171
Epoch  53 Batch  844/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.149
Epoch  53 Batch  845/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.169
Epoch  53 Batch  846/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.922, Loss:  0.189
Epoch  53 Batch  847/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.185
Epoch  53 Batch  848/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.926, Loss:  0.163
Epoch  53 Batch  849/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.157
Epoch  53 Batch  850/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.196
Epoch  53 Batch  851/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.189
Epoch  53 Batch  852/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.196
Epoch  53 Batch  853/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.150
Epoch  53 Batch  854/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.922, Loss:  0.192
Epoch  53 Batch  855/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.175
Epoch  53 Batch  856/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.922, Loss:  0.185
Epoch  53 Batch  857/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.924, Loss:  0.158
Epoch  53 Batch  858/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.157
Epoch  53 Batch  859/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.191
Epoch  53 Batch  860/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.159
Epoch  53 Batch  861/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.921, Loss:  0.167
Epoch  53 Batch  862/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.925, Loss:  0.167
Epoch  53 Batch  863/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.146
Epoch  53 Batch  864/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.159
Epoch  53 Batch  865/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.166
Epoch  53 Batch  866/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.182
Epoch  53 Batch  867/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.928, Loss:  0.238
Epoch  53 Batch  868/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.193
Epoch  53 Batch  869/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.166
Epoch  53 Batch  870/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.926, Loss:  0.174
Epoch  53 Batch  871/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.921, Loss:  0.177
Epoch  53 Batch  872/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.161
Epoch  53 Batch  873/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.180
Epoch  53 Batch  874/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.921, Loss:  0.174
Epoch  53 Batch  875/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.182
Epoch  53 Batch  876/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.920, Loss:  0.154
Epoch  53 Batch  877/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.143
Epoch  53 Batch  878/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.155
Epoch  53 Batch  879/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.144
Epoch  53 Batch  880/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.187
Epoch  53 Batch  881/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.155
Epoch  53 Batch  882/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.165
Epoch  53 Batch  883/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.210
Epoch  53 Batch  884/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.924, Loss:  0.160
Epoch  53 Batch  885/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.137
Epoch  53 Batch  886/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.163
Epoch  53 Batch  887/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.924, Loss:  0.196
Epoch  53 Batch  888/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.161
Epoch  53 Batch  889/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.178
Epoch  53 Batch  890/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.924, Loss:  0.151
Epoch  53 Batch  891/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.188
Epoch  53 Batch  892/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.144
Epoch  53 Batch  893/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.181
Epoch  53 Batch  894/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.166
Epoch  53 Batch  895/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.164
Epoch  53 Batch  896/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.198
Epoch  53 Batch  897/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.155
Epoch  53 Batch  898/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.145
Epoch  53 Batch  899/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.204
Epoch  53 Batch  900/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.179
Epoch  53 Batch  901/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.919, Loss:  0.213
Epoch  53 Batch  902/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.172
Epoch  53 Batch  903/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.924, Loss:  0.162
Epoch  53 Batch  904/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.144
Epoch  53 Batch  905/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.172
Epoch  53 Batch  906/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.163
Epoch  53 Batch  907/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.926, Loss:  0.173
Epoch  53 Batch  908/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.167
Epoch  53 Batch  909/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.163
Epoch  53 Batch  910/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.163
Epoch  53 Batch  911/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.170
Epoch  53 Batch  912/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.186
Epoch  53 Batch  913/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.214
Epoch  53 Batch  914/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.912, Loss:  0.216
Epoch  53 Batch  915/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.912, Loss:  0.168
Epoch  53 Batch  916/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.182
Epoch  53 Batch  917/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.164
Epoch  53 Batch  918/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.175
Epoch  53 Batch  919/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.163
Epoch  53 Batch  920/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.167
Epoch  53 Batch  921/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.194
Epoch  53 Batch  922/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.175
Epoch  53 Batch  923/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.170
Epoch  53 Batch  924/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.924, Loss:  0.194
Epoch  53 Batch  925/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.160
Epoch  53 Batch  926/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.924, Loss:  0.192
Epoch  53 Batch  927/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.924, Loss:  0.185
Epoch  53 Batch  928/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.179
Epoch  53 Batch  929/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.919, Loss:  0.195
Epoch  53 Batch  930/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.153
Epoch  53 Batch  931/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.165
Epoch  53 Batch  932/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.178
Epoch  53 Batch  933/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.185
Epoch  53 Batch  934/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.923, Loss:  0.163
Epoch  53 Batch  935/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.163
Epoch  53 Batch  936/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.172
Epoch  53 Batch  937/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.179
Epoch  53 Batch  938/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.178
Epoch  53 Batch  939/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.200
Epoch  53 Batch  940/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.153
Epoch  53 Batch  941/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.165
Epoch  53 Batch  942/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.173
Epoch  53 Batch  943/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.162
Epoch  53 Batch  944/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.154
Epoch  53 Batch  945/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.919, Loss:  0.156
Epoch  53 Batch  946/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.919, Loss:  0.165
Epoch  53 Batch  947/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.918, Loss:  0.189
Epoch  53 Batch  948/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.160
Epoch  53 Batch  949/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.922, Loss:  0.151
Epoch  53 Batch  950/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.160
Epoch  53 Batch  951/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.917, Loss:  0.174
Epoch  53 Batch  952/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.917, Loss:  0.144
Epoch  53 Batch  953/1077 - Train Accuracy:  0.968, Validation Accuracy:  0.918, Loss:  0.150
Epoch  53 Batch  954/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.190
Epoch  53 Batch  955/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.181
Epoch  53 Batch  956/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.192
Epoch  53 Batch  957/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.908, Loss:  0.165
Epoch  53 Batch  958/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.199
Epoch  53 Batch  959/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.150
Epoch  53 Batch  960/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.172
Epoch  53 Batch  961/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.179
Epoch  53 Batch  962/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.171
Epoch  53 Batch  963/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.196
Epoch  53 Batch  964/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.162
Epoch  53 Batch  965/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.188
Epoch  53 Batch  966/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.133
Epoch  53 Batch  967/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.158
Epoch  53 Batch  968/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.919, Loss:  0.203
Epoch  53 Batch  969/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.213
Epoch  53 Batch  970/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.187
Epoch  53 Batch  971/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.175
Epoch  53 Batch  972/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.171
Epoch  53 Batch  973/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.158
Epoch  53 Batch  974/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.153
Epoch  53 Batch  975/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.909, Loss:  0.169
Epoch  53 Batch  976/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.908, Loss:  0.144
Epoch  53 Batch  977/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.908, Loss:  0.148
Epoch  53 Batch  978/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.184
Epoch  53 Batch  979/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.186
Epoch  53 Batch  980/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.904, Loss:  0.181
Epoch  53 Batch  981/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.904, Loss:  0.163
Epoch  53 Batch  982/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.909, Loss:  0.174
Epoch  53 Batch  983/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.171
Epoch  53 Batch  984/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.188
Epoch  53 Batch  985/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.914, Loss:  0.148
Epoch  53 Batch  986/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.190
Epoch  53 Batch  987/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.165
Epoch  53 Batch  988/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.194
Epoch  53 Batch  989/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.207
Epoch  53 Batch  990/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.178
Epoch  53 Batch  991/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.178
Epoch  53 Batch  992/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.919, Loss:  0.182
Epoch  53 Batch  993/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.147
Epoch  53 Batch  994/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.159
Epoch  53 Batch  995/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.157
Epoch  53 Batch  996/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.914, Loss:  0.167
Epoch  53 Batch  997/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.178
Epoch  53 Batch  998/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.914, Loss:  0.173
Epoch  53 Batch  999/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.171
Epoch  53 Batch 1000/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.164
Epoch  53 Batch 1001/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.145
Epoch  53 Batch 1002/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.914, Loss:  0.155
Epoch  53 Batch 1003/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.162
Epoch  53 Batch 1004/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.186
Epoch  53 Batch 1005/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.159
Epoch  53 Batch 1006/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.134
Epoch  53 Batch 1007/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.167
Epoch  53 Batch 1008/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.913, Loss:  0.199
Epoch  53 Batch 1009/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.146
Epoch  53 Batch 1010/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.918, Loss:  0.161
Epoch  53 Batch 1011/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.180
Epoch  53 Batch 1012/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.146
Epoch  53 Batch 1013/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.166
Epoch  53 Batch 1014/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.913, Loss:  0.167
Epoch  53 Batch 1015/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.915, Loss:  0.211
Epoch  53 Batch 1016/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.911, Loss:  0.178
Epoch  53 Batch 1017/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.169
Epoch  53 Batch 1018/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.914, Loss:  0.162
Epoch  53 Batch 1019/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.914, Loss:  0.199
Epoch  53 Batch 1020/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.915, Loss:  0.169
Epoch  53 Batch 1021/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.172
Epoch  53 Batch 1022/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.154
Epoch  53 Batch 1023/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.913, Loss:  0.148
Epoch  53 Batch 1024/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.918, Loss:  0.179
Epoch  53 Batch 1025/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.181
Epoch  53 Batch 1026/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.916, Loss:  0.168
Epoch  53 Batch 1027/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.183
Epoch  53 Batch 1028/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.921, Loss:  0.161
Epoch  53 Batch 1029/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.166
Epoch  53 Batch 1030/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.191
Epoch  53 Batch 1031/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.193
Epoch  53 Batch 1032/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.202
Epoch  53 Batch 1033/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.175
Epoch  53 Batch 1034/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.151
Epoch  53 Batch 1035/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.150
Epoch  53 Batch 1036/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.197
Epoch  53 Batch 1037/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.185
Epoch  53 Batch 1038/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.181
Epoch  53 Batch 1039/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.160
Epoch  53 Batch 1040/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.179
Epoch  53 Batch 1041/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.175
Epoch  53 Batch 1042/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.925, Loss:  0.166
Epoch  53 Batch 1043/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.180
Epoch  53 Batch 1044/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.180
Epoch  53 Batch 1045/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.182
Epoch  53 Batch 1046/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.142
Epoch  53 Batch 1047/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.917, Loss:  0.183
Epoch  53 Batch 1048/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.151
Epoch  53 Batch 1049/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.921, Loss:  0.184
Epoch  53 Batch 1050/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.158
Epoch  53 Batch 1051/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.175
Epoch  53 Batch 1052/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.921, Loss:  0.150
Epoch  53 Batch 1053/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.921, Loss:  0.184
Epoch  53 Batch 1054/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.178
Epoch  53 Batch 1055/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.918, Loss:  0.163
Epoch  53 Batch 1056/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.149
Epoch  53 Batch 1057/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.922, Loss:  0.186
Epoch  53 Batch 1058/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.175
Epoch  53 Batch 1059/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.197
Epoch  53 Batch 1060/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.146
Epoch  53 Batch 1061/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.919, Loss:  0.207
Epoch  53 Batch 1062/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.170
Epoch  53 Batch 1063/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.919, Loss:  0.167
Epoch  53 Batch 1064/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.156
Epoch  53 Batch 1065/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.176
Epoch  53 Batch 1066/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.166
Epoch  53 Batch 1067/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.925, Loss:  0.202
Epoch  53 Batch 1068/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.153
Epoch  53 Batch 1069/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.140
Epoch  53 Batch 1070/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.158
Epoch  53 Batch 1071/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.171
Epoch  53 Batch 1072/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.175
Epoch  53 Batch 1073/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.178
Epoch  53 Batch 1074/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.914, Loss:  0.201
Epoch  53 Batch 1075/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.912, Loss:  0.196
Epoch  54 Batch    0/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.147
Epoch  54 Batch    1/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.917, Loss:  0.151
Epoch  54 Batch    2/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.172
Epoch  54 Batch    3/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.160
Epoch  54 Batch    4/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.172
Epoch  54 Batch    5/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.199
Epoch  54 Batch    6/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.152
Epoch  54 Batch    7/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.153
Epoch  54 Batch    8/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.159
Epoch  54 Batch    9/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.170
Epoch  54 Batch   10/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.179
Epoch  54 Batch   11/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.925, Loss:  0.183
Epoch  54 Batch   12/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.159
Epoch  54 Batch   13/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.930, Loss:  0.182
Epoch  54 Batch   14/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.929, Loss:  0.145
Epoch  54 Batch   15/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.151
Epoch  54 Batch   16/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.177
Epoch  54 Batch   17/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.925, Loss:  0.170
Epoch  54 Batch   18/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.175
Epoch  54 Batch   19/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.163
Epoch  54 Batch   20/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.148
Epoch  54 Batch   21/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.200
Epoch  54 Batch   22/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.173
Epoch  54 Batch   23/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.162
Epoch  54 Batch   24/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.162
Epoch  54 Batch   25/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.920, Loss:  0.155
Epoch  54 Batch   26/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.162
Epoch  54 Batch   27/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.168
Epoch  54 Batch   28/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.921, Loss:  0.175
Epoch  54 Batch   29/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.154
Epoch  54 Batch   30/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.169
Epoch  54 Batch   31/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.183
Epoch  54 Batch   32/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.160
Epoch  54 Batch   33/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.139
Epoch  54 Batch   34/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.178
Epoch  54 Batch   35/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.921, Loss:  0.167
Epoch  54 Batch   36/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.921, Loss:  0.161
Epoch  54 Batch   37/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.926, Loss:  0.171
Epoch  54 Batch   38/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.199
Epoch  54 Batch   39/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.926, Loss:  0.211
Epoch  54 Batch   40/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.163
Epoch  54 Batch   41/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.171
Epoch  54 Batch   42/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.921, Loss:  0.182
Epoch  54 Batch   43/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.137
Epoch  54 Batch   44/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.167
Epoch  54 Batch   45/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.920, Loss:  0.167
Epoch  54 Batch   46/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.920, Loss:  0.166
Epoch  54 Batch   47/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.921, Loss:  0.187
Epoch  54 Batch   48/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.928, Loss:  0.197
Epoch  54 Batch   49/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.179
Epoch  54 Batch   50/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.928, Loss:  0.157
Epoch  54 Batch   51/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.169
Epoch  54 Batch   52/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.186
Epoch  54 Batch   53/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.151
Epoch  54 Batch   54/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.203
Epoch  54 Batch   55/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.161
Epoch  54 Batch   56/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.165
Epoch  54 Batch   57/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.162
Epoch  54 Batch   58/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.148
Epoch  54 Batch   59/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.172
Epoch  54 Batch   60/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.153
Epoch  54 Batch   61/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.192
Epoch  54 Batch   62/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.176
Epoch  54 Batch   63/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.157
Epoch  54 Batch   64/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.153
Epoch  54 Batch   65/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.921, Loss:  0.163
Epoch  54 Batch   66/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.130
Epoch  54 Batch   67/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.175
Epoch  54 Batch   68/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.182
Epoch  54 Batch   69/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.198
Epoch  54 Batch   70/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.189
Epoch  54 Batch   71/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.137
Epoch  54 Batch   72/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.160
Epoch  54 Batch   73/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.170
Epoch  54 Batch   74/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.914, Loss:  0.137
Epoch  54 Batch   75/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.914, Loss:  0.209
Epoch  54 Batch   76/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.914, Loss:  0.148
Epoch  54 Batch   77/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.172
Epoch  54 Batch   78/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.918, Loss:  0.177
Epoch  54 Batch   79/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.923, Loss:  0.167
Epoch  54 Batch   80/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.171
Epoch  54 Batch   81/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.160
Epoch  54 Batch   82/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.134
Epoch  54 Batch   83/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.172
Epoch  54 Batch   84/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.918, Loss:  0.174
Epoch  54 Batch   85/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.156
Epoch  54 Batch   86/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.167
Epoch  54 Batch   87/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.918, Loss:  0.205
Epoch  54 Batch   88/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.913, Loss:  0.199
Epoch  54 Batch   89/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.913, Loss:  0.174
Epoch  54 Batch   90/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.169
Epoch  54 Batch   91/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.138
Epoch  54 Batch   92/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.157
Epoch  54 Batch   93/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.184
Epoch  54 Batch   94/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.162
Epoch  54 Batch   95/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.197
Epoch  54 Batch   96/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.172
Epoch  54 Batch   97/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.158
Epoch  54 Batch   98/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.169
Epoch  54 Batch   99/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.186
Epoch  54 Batch  100/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.177
Epoch  54 Batch  101/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.927, Loss:  0.170
Epoch  54 Batch  102/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.153
Epoch  54 Batch  103/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.929, Loss:  0.173
Epoch  54 Batch  104/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.157
Epoch  54 Batch  105/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.188
Epoch  54 Batch  106/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.196
Epoch  54 Batch  107/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.929, Loss:  0.189
Epoch  54 Batch  108/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.155
Epoch  54 Batch  109/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.169
Epoch  54 Batch  110/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.136
Epoch  54 Batch  111/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.154
Epoch  54 Batch  112/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.163
Epoch  54 Batch  113/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.187
Epoch  54 Batch  114/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.156
Epoch  54 Batch  115/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.192
Epoch  54 Batch  116/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.923, Loss:  0.170
Epoch  54 Batch  117/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.176
Epoch  54 Batch  118/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.170
Epoch  54 Batch  119/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.162
Epoch  54 Batch  120/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.197
Epoch  54 Batch  121/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.153
Epoch  54 Batch  122/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.171
Epoch  54 Batch  123/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.157
Epoch  54 Batch  124/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.167
Epoch  54 Batch  125/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.164
Epoch  54 Batch  126/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.142
Epoch  54 Batch  127/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.168
Epoch  54 Batch  128/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.920, Loss:  0.160
Epoch  54 Batch  129/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.174
Epoch  54 Batch  130/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.154
Epoch  54 Batch  131/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.171
Epoch  54 Batch  132/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.182
Epoch  54 Batch  133/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.164
Epoch  54 Batch  134/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.924, Loss:  0.165
Epoch  54 Batch  135/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.190
Epoch  54 Batch  136/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.162
Epoch  54 Batch  137/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.157
Epoch  54 Batch  138/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.934, Loss:  0.168
Epoch  54 Batch  139/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.181
Epoch  54 Batch  140/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.180
Epoch  54 Batch  141/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.162
Epoch  54 Batch  142/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.161
Epoch  54 Batch  143/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.924, Loss:  0.179
Epoch  54 Batch  144/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.215
Epoch  54 Batch  145/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.179
Epoch  54 Batch  146/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.219
Epoch  54 Batch  147/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.188
Epoch  54 Batch  148/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.923, Loss:  0.180
Epoch  54 Batch  149/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.167
Epoch  54 Batch  150/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.162
Epoch  54 Batch  151/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.134
Epoch  54 Batch  152/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.218
Epoch  54 Batch  153/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.179
Epoch  54 Batch  154/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.168
Epoch  54 Batch  155/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.161
Epoch  54 Batch  156/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.157
Epoch  54 Batch  157/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.177
Epoch  54 Batch  158/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.174
Epoch  54 Batch  159/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.922, Loss:  0.124
Epoch  54 Batch  160/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.164
Epoch  54 Batch  161/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.170
Epoch  54 Batch  162/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.192
Epoch  54 Batch  163/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.181
Epoch  54 Batch  164/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.179
Epoch  54 Batch  165/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.147
Epoch  54 Batch  166/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.184
Epoch  54 Batch  167/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.163
Epoch  54 Batch  168/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.196
Epoch  54 Batch  169/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.175
Epoch  54 Batch  170/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.922, Loss:  0.198
Epoch  54 Batch  171/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.150
Epoch  54 Batch  172/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.168
Epoch  54 Batch  173/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.187
Epoch  54 Batch  174/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.161
Epoch  54 Batch  175/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.164
Epoch  54 Batch  176/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.152
Epoch  54 Batch  177/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.922, Loss:  0.176
Epoch  54 Batch  178/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.163
Epoch  54 Batch  179/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.164
Epoch  54 Batch  180/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.144
Epoch  54 Batch  181/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.180
Epoch  54 Batch  182/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.180
Epoch  54 Batch  183/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.181
Epoch  54 Batch  184/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.927, Loss:  0.160
Epoch  54 Batch  185/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.170
Epoch  54 Batch  186/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.924, Loss:  0.170
Epoch  54 Batch  187/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.161
Epoch  54 Batch  188/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.924, Loss:  0.166
Epoch  54 Batch  189/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.152
Epoch  54 Batch  190/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.924, Loss:  0.159
Epoch  54 Batch  191/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.125
Epoch  54 Batch  192/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.177
Epoch  54 Batch  193/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.171
Epoch  54 Batch  194/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.138
Epoch  54 Batch  195/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.155
Epoch  54 Batch  196/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.925, Loss:  0.166
Epoch  54 Batch  197/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.156
Epoch  54 Batch  198/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.179
Epoch  54 Batch  199/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.162
Epoch  54 Batch  200/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.169
Epoch  54 Batch  201/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.143
Epoch  54 Batch  202/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.916, Loss:  0.190
Epoch  54 Batch  203/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.153
Epoch  54 Batch  204/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.917, Loss:  0.230
Epoch  54 Batch  205/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.186
Epoch  54 Batch  206/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.916, Loss:  0.145
Epoch  54 Batch  207/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.916, Loss:  0.154
Epoch  54 Batch  208/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.190
Epoch  54 Batch  209/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.916, Loss:  0.118
Epoch  54 Batch  210/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.161
Epoch  54 Batch  211/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.916, Loss:  0.160
Epoch  54 Batch  212/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.152
Epoch  54 Batch  213/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.915, Loss:  0.145
Epoch  54 Batch  214/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.915, Loss:  0.158
Epoch  54 Batch  215/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.180
Epoch  54 Batch  216/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.177
Epoch  54 Batch  217/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.151
Epoch  54 Batch  218/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.918, Loss:  0.206
Epoch  54 Batch  219/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.165
Epoch  54 Batch  220/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.914, Loss:  0.166
Epoch  54 Batch  221/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.914, Loss:  0.164
Epoch  54 Batch  222/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.169
Epoch  54 Batch  223/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.925, Loss:  0.141
Epoch  54 Batch  224/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.167
Epoch  54 Batch  225/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.183
Epoch  54 Batch  226/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.176
Epoch  54 Batch  227/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.924, Loss:  0.193
Epoch  54 Batch  228/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.172
Epoch  54 Batch  229/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.915, Loss:  0.200
Epoch  54 Batch  230/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.159
Epoch  54 Batch  231/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.189
Epoch  54 Batch  232/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.914, Loss:  0.165
Epoch  54 Batch  233/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.914, Loss:  0.199
Epoch  54 Batch  234/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.913, Loss:  0.190
Epoch  54 Batch  235/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.913, Loss:  0.180
Epoch  54 Batch  236/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.910, Loss:  0.189
Epoch  54 Batch  237/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.910, Loss:  0.158
Epoch  54 Batch  238/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.158
Epoch  54 Batch  239/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.915, Loss:  0.148
Epoch  54 Batch  240/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.917, Loss:  0.162
Epoch  54 Batch  241/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.917, Loss:  0.146
Epoch  54 Batch  242/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.166
Epoch  54 Batch  243/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.164
Epoch  54 Batch  244/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.160
Epoch  54 Batch  245/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.161
Epoch  54 Batch  246/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.167
Epoch  54 Batch  247/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.924, Loss:  0.159
Epoch  54 Batch  248/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.161
Epoch  54 Batch  249/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.165
Epoch  54 Batch  250/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.923, Loss:  0.160
Epoch  54 Batch  251/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.170
Epoch  54 Batch  252/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.176
Epoch  54 Batch  253/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.174
Epoch  54 Batch  254/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.169
Epoch  54 Batch  255/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.167
Epoch  54 Batch  256/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.225
Epoch  54 Batch  257/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.178
Epoch  54 Batch  258/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.167
Epoch  54 Batch  259/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.906, Loss:  0.183
Epoch  54 Batch  260/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.906, Loss:  0.161
Epoch  54 Batch  261/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.906, Loss:  0.170
Epoch  54 Batch  262/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.907, Loss:  0.172
Epoch  54 Batch  263/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.911, Loss:  0.152
Epoch  54 Batch  264/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.182
Epoch  54 Batch  265/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.174
Epoch  54 Batch  266/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.185
Epoch  54 Batch  267/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.920, Loss:  0.154
Epoch  54 Batch  268/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.197
Epoch  54 Batch  269/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.226
Epoch  54 Batch  270/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.919, Loss:  0.198
Epoch  54 Batch  271/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.156
Epoch  54 Batch  272/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.917, Loss:  0.227
Epoch  54 Batch  273/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.157
Epoch  54 Batch  274/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.174
Epoch  54 Batch  275/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.922, Loss:  0.177
Epoch  54 Batch  276/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.922, Loss:  0.201
Epoch  54 Batch  277/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.917, Loss:  0.157
Epoch  54 Batch  278/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.912, Loss:  0.189
Epoch  54 Batch  279/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.912, Loss:  0.193
Epoch  54 Batch  280/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.186
Epoch  54 Batch  281/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.183
Epoch  54 Batch  282/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.906, Loss:  0.226
Epoch  54 Batch  283/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.906, Loss:  0.186
Epoch  54 Batch  284/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.906, Loss:  0.193
Epoch  54 Batch  285/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.910, Loss:  0.173
Epoch  54 Batch  286/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.914, Loss:  0.165
Epoch  54 Batch  287/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.177
Epoch  54 Batch  288/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.914, Loss:  0.185
Epoch  54 Batch  289/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.170
Epoch  54 Batch  290/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.922, Loss:  0.198
Epoch  54 Batch  291/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.205
Epoch  54 Batch  292/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.161
Epoch  54 Batch  293/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.927, Loss:  0.184
Epoch  54 Batch  294/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.169
Epoch  54 Batch  295/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.925, Loss:  0.196
Epoch  54 Batch  296/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.149
Epoch  54 Batch  297/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.924, Loss:  0.204
Epoch  54 Batch  298/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.191
Epoch  54 Batch  299/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.172
Epoch  54 Batch  300/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.924, Loss:  0.171
Epoch  54 Batch  301/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.164
Epoch  54 Batch  302/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.168
Epoch  54 Batch  303/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.180
Epoch  54 Batch  304/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.175
Epoch  54 Batch  305/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.181
Epoch  54 Batch  306/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.185
Epoch  54 Batch  307/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.167
Epoch  54 Batch  308/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.928, Loss:  0.180
Epoch  54 Batch  309/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.165
Epoch  54 Batch  310/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.194
Epoch  54 Batch  311/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.157
Epoch  54 Batch  312/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.200
Epoch  54 Batch  313/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.162
Epoch  54 Batch  314/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.165
Epoch  54 Batch  315/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.920, Loss:  0.166
Epoch  54 Batch  316/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.166
Epoch  54 Batch  317/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.918, Loss:  0.190
Epoch  54 Batch  318/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.167
Epoch  54 Batch  319/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.923, Loss:  0.175
Epoch  54 Batch  320/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.171
Epoch  54 Batch  321/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.916, Loss:  0.162
Epoch  54 Batch  322/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.144
Epoch  54 Batch  323/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.177
Epoch  54 Batch  324/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.911, Loss:  0.161
Epoch  54 Batch  325/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.160
Epoch  54 Batch  326/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.165
Epoch  54 Batch  327/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.915, Loss:  0.188
Epoch  54 Batch  328/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.914, Loss:  0.192
Epoch  54 Batch  329/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.914, Loss:  0.183
Epoch  54 Batch  330/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.913, Loss:  0.155
Epoch  54 Batch  331/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.166
Epoch  54 Batch  332/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.916, Loss:  0.144
Epoch  54 Batch  333/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.909, Loss:  0.159
Epoch  54 Batch  334/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.909, Loss:  0.160
Epoch  54 Batch  335/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.173
Epoch  54 Batch  336/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.200
Epoch  54 Batch  337/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.187
Epoch  54 Batch  338/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.921, Loss:  0.185
Epoch  54 Batch  339/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.161
Epoch  54 Batch  340/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.917, Loss:  0.162
Epoch  54 Batch  341/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.215
Epoch  54 Batch  342/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.152
Epoch  54 Batch  343/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.175
Epoch  54 Batch  344/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.917, Loss:  0.173
Epoch  54 Batch  345/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.176
Epoch  54 Batch  346/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.158
Epoch  54 Batch  347/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.160
Epoch  54 Batch  348/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.160
Epoch  54 Batch  349/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.183
Epoch  54 Batch  350/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.911, Loss:  0.165
Epoch  54 Batch  351/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.178
Epoch  54 Batch  352/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.158
Epoch  54 Batch  353/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.921, Loss:  0.193
Epoch  54 Batch  354/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.213
Epoch  54 Batch  355/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.180
Epoch  54 Batch  356/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.921, Loss:  0.173
Epoch  54 Batch  357/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.163
Epoch  54 Batch  358/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.920, Loss:  0.204
Epoch  54 Batch  359/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.176
Epoch  54 Batch  360/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.166
Epoch  54 Batch  361/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.172
Epoch  54 Batch  362/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.194
Epoch  54 Batch  363/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.176
Epoch  54 Batch  364/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.202
Epoch  54 Batch  365/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.167
Epoch  54 Batch  366/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.180
Epoch  54 Batch  367/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.156
Epoch  54 Batch  368/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.163
Epoch  54 Batch  369/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.162
Epoch  54 Batch  370/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.168
Epoch  54 Batch  371/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.156
Epoch  54 Batch  372/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.154
Epoch  54 Batch  373/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.924, Loss:  0.143
Epoch  54 Batch  374/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.924, Loss:  0.188
Epoch  54 Batch  375/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.166
Epoch  54 Batch  376/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.167
Epoch  54 Batch  377/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.164
Epoch  54 Batch  378/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.148
Epoch  54 Batch  379/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.923, Loss:  0.194
Epoch  54 Batch  380/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.162
Epoch  54 Batch  381/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.207
Epoch  54 Batch  382/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.198
Epoch  54 Batch  383/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.172
Epoch  54 Batch  384/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.178
Epoch  54 Batch  385/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.166
Epoch  54 Batch  386/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.170
Epoch  54 Batch  387/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.157
Epoch  54 Batch  388/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.163
Epoch  54 Batch  389/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.172
Epoch  54 Batch  390/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.929, Loss:  0.183
Epoch  54 Batch  391/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.173
Epoch  54 Batch  392/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.195
Epoch  54 Batch  393/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.157
Epoch  54 Batch  394/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.186
Epoch  54 Batch  395/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.930, Loss:  0.159
Epoch  54 Batch  396/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.179
Epoch  54 Batch  397/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.930, Loss:  0.180
Epoch  54 Batch  398/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.177
Epoch  54 Batch  399/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.935, Loss:  0.180
Epoch  54 Batch  400/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.182
Epoch  54 Batch  401/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.165
Epoch  54 Batch  402/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.927, Loss:  0.156
Epoch  54 Batch  403/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.206
Epoch  54 Batch  404/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.159
Epoch  54 Batch  405/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.195
Epoch  54 Batch  406/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.928, Loss:  0.157
Epoch  54 Batch  407/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.188
Epoch  54 Batch  408/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.188
Epoch  54 Batch  409/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.165
Epoch  54 Batch  410/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.923, Loss:  0.197
Epoch  54 Batch  411/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.170
Epoch  54 Batch  412/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.926, Loss:  0.166
Epoch  54 Batch  413/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.172
Epoch  54 Batch  414/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.186
Epoch  54 Batch  415/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.175
Epoch  54 Batch  416/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.163
Epoch  54 Batch  417/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.211
Epoch  54 Batch  418/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.142
Epoch  54 Batch  419/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.172
Epoch  54 Batch  420/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.917, Loss:  0.170
Epoch  54 Batch  421/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.184
Epoch  54 Batch  422/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.922, Loss:  0.150
Epoch  54 Batch  423/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.193
Epoch  54 Batch  424/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.923, Loss:  0.164
Epoch  54 Batch  425/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.923, Loss:  0.169
Epoch  54 Batch  426/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.177
Epoch  54 Batch  427/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.154
Epoch  54 Batch  428/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.924, Loss:  0.156
Epoch  54 Batch  429/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.158
Epoch  54 Batch  430/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.168
Epoch  54 Batch  431/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.162
Epoch  54 Batch  432/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.173
Epoch  54 Batch  433/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.928, Loss:  0.166
Epoch  54 Batch  434/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.176
Epoch  54 Batch  435/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.925, Loss:  0.178
Epoch  54 Batch  436/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.917, Loss:  0.162
Epoch  54 Batch  437/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.151
Epoch  54 Batch  438/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.921, Loss:  0.162
Epoch  54 Batch  439/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.193
Epoch  54 Batch  440/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.926, Loss:  0.188
Epoch  54 Batch  441/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.190
Epoch  54 Batch  442/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.168
Epoch  54 Batch  443/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.135
Epoch  54 Batch  444/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.186
Epoch  54 Batch  445/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.918, Loss:  0.191
Epoch  54 Batch  446/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.136
Epoch  54 Batch  447/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.181
Epoch  54 Batch  448/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.920, Loss:  0.195
Epoch  54 Batch  449/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.187
Epoch  54 Batch  450/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.175
Epoch  54 Batch  451/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.184
Epoch  54 Batch  452/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.182
Epoch  54 Batch  453/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.914, Loss:  0.175
Epoch  54 Batch  454/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.183
Epoch  54 Batch  455/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.167
Epoch  54 Batch  456/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.171
Epoch  54 Batch  457/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.145
Epoch  54 Batch  458/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.917, Loss:  0.200
Epoch  54 Batch  459/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.160
Epoch  54 Batch  460/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.186
Epoch  54 Batch  461/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.177
Epoch  54 Batch  462/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.180
Epoch  54 Batch  463/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.166
Epoch  54 Batch  464/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.916, Loss:  0.162
Epoch  54 Batch  465/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.197
Epoch  54 Batch  466/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.164
Epoch  54 Batch  467/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.188
Epoch  54 Batch  468/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.169
Epoch  54 Batch  469/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.162
Epoch  54 Batch  470/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.928, Loss:  0.169
Epoch  54 Batch  471/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.927, Loss:  0.154
Epoch  54 Batch  472/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.144
Epoch  54 Batch  473/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.174
Epoch  54 Batch  474/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.927, Loss:  0.166
Epoch  54 Batch  475/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.159
Epoch  54 Batch  476/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.167
Epoch  54 Batch  477/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.163
Epoch  54 Batch  478/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.168
Epoch  54 Batch  479/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.186
Epoch  54 Batch  480/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.156
Epoch  54 Batch  481/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.168
Epoch  54 Batch  482/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.919, Loss:  0.186
Epoch  54 Batch  483/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.211
Epoch  54 Batch  484/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.919, Loss:  0.199
Epoch  54 Batch  485/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.161
Epoch  54 Batch  486/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.913, Loss:  0.149
Epoch  54 Batch  487/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.913, Loss:  0.165
Epoch  54 Batch  488/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.912, Loss:  0.183
Epoch  54 Batch  489/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.162
Epoch  54 Batch  490/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.911, Loss:  0.161
Epoch  54 Batch  491/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.911, Loss:  0.179
Epoch  54 Batch  492/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.909, Loss:  0.180
Epoch  54 Batch  493/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.909, Loss:  0.139
Epoch  54 Batch  494/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.909, Loss:  0.154
Epoch  54 Batch  495/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.163
Epoch  54 Batch  496/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.915, Loss:  0.165
Epoch  54 Batch  497/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.912, Loss:  0.193
Epoch  54 Batch  498/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.911, Loss:  0.165
Epoch  54 Batch  499/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.911, Loss:  0.157
Epoch  54 Batch  500/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.911, Loss:  0.165
Epoch  54 Batch  501/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.152
Epoch  54 Batch  502/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.916, Loss:  0.148
Epoch  54 Batch  503/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.174
Epoch  54 Batch  504/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.174
Epoch  54 Batch  505/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.137
Epoch  54 Batch  506/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.169
Epoch  54 Batch  507/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.922, Loss:  0.171
Epoch  54 Batch  508/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.155
Epoch  54 Batch  509/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.185
Epoch  54 Batch  510/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.919, Loss:  0.155
Epoch  54 Batch  511/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.165
Epoch  54 Batch  512/1077 - Train Accuracy:  0.966, Validation Accuracy:  0.924, Loss:  0.160
Epoch  54 Batch  513/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.193
Epoch  54 Batch  514/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.179
Epoch  54 Batch  515/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.922, Loss:  0.170
Epoch  54 Batch  516/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.163
Epoch  54 Batch  517/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.169
Epoch  54 Batch  518/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.171
Epoch  54 Batch  519/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.158
Epoch  54 Batch  520/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.920, Loss:  0.155
Epoch  54 Batch  521/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.166
Epoch  54 Batch  522/1077 - Train Accuracy:  0.868, Validation Accuracy:  0.920, Loss:  0.192
Epoch  54 Batch  523/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.191
Epoch  54 Batch  524/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.190
Epoch  54 Batch  525/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.175
Epoch  54 Batch  526/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.157
Epoch  54 Batch  527/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.184
Epoch  54 Batch  528/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.156
Epoch  54 Batch  529/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.171
Epoch  54 Batch  530/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.180
Epoch  54 Batch  531/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.151
Epoch  54 Batch  532/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.922, Loss:  0.174
Epoch  54 Batch  533/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.198
Epoch  54 Batch  534/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.173
Epoch  54 Batch  535/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.921, Loss:  0.165
Epoch  54 Batch  536/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.166
Epoch  54 Batch  537/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.158
Epoch  54 Batch  538/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.139
Epoch  54 Batch  539/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.925, Loss:  0.191
Epoch  54 Batch  540/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.146
Epoch  54 Batch  541/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.175
Epoch  54 Batch  542/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.183
Epoch  54 Batch  543/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.170
Epoch  54 Batch  544/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.928, Loss:  0.136
Epoch  54 Batch  545/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.176
Epoch  54 Batch  546/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.179
Epoch  54 Batch  547/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.167
Epoch  54 Batch  548/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.175
Epoch  54 Batch  549/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.196
Epoch  54 Batch  550/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.918, Loss:  0.173
Epoch  54 Batch  551/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.193
Epoch  54 Batch  552/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.170
Epoch  54 Batch  553/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.202
Epoch  54 Batch  554/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.921, Loss:  0.154
Epoch  54 Batch  555/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.171
Epoch  54 Batch  556/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.152
Epoch  54 Batch  557/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.180
Epoch  54 Batch  558/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.153
Epoch  54 Batch  559/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.161
Epoch  54 Batch  560/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.915, Loss:  0.151
Epoch  54 Batch  561/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.142
Epoch  54 Batch  562/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.141
Epoch  54 Batch  563/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.915, Loss:  0.201
Epoch  54 Batch  564/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.200
Epoch  54 Batch  565/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.191
Epoch  54 Batch  566/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.217
Epoch  54 Batch  567/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.915, Loss:  0.171
Epoch  54 Batch  568/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.169
Epoch  54 Batch  569/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.915, Loss:  0.166
Epoch  54 Batch  570/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.187
Epoch  54 Batch  571/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.156
Epoch  54 Batch  572/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.163
Epoch  54 Batch  573/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.171
Epoch  54 Batch  574/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.183
Epoch  54 Batch  575/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.162
Epoch  54 Batch  576/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.150
Epoch  54 Batch  577/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.176
Epoch  54 Batch  578/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.185
Epoch  54 Batch  579/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.148
Epoch  54 Batch  580/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.147
Epoch  54 Batch  581/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.149
Epoch  54 Batch  582/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.160
Epoch  54 Batch  583/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.171
Epoch  54 Batch  584/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.921, Loss:  0.156
Epoch  54 Batch  585/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.142
Epoch  54 Batch  586/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.159
Epoch  54 Batch  587/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.162
Epoch  54 Batch  588/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.165
Epoch  54 Batch  589/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.930, Loss:  0.161
Epoch  54 Batch  590/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.184
Epoch  54 Batch  591/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.169
Epoch  54 Batch  592/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.176
Epoch  54 Batch  593/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.186
Epoch  54 Batch  594/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.187
Epoch  54 Batch  595/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.179
Epoch  54 Batch  596/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.172
Epoch  54 Batch  597/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.179
Epoch  54 Batch  598/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.167
Epoch  54 Batch  599/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.236
Epoch  54 Batch  600/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.161
Epoch  54 Batch  601/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.179
Epoch  54 Batch  602/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.919, Loss:  0.173
Epoch  54 Batch  603/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.163
Epoch  54 Batch  604/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.208
Epoch  54 Batch  605/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.189
Epoch  54 Batch  606/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.149
Epoch  54 Batch  607/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.183
Epoch  54 Batch  608/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.184
Epoch  54 Batch  609/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.922, Loss:  0.166
Epoch  54 Batch  610/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.922, Loss:  0.187
Epoch  54 Batch  611/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.193
Epoch  54 Batch  612/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.148
Epoch  54 Batch  613/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.188
Epoch  54 Batch  614/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.173
Epoch  54 Batch  615/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.168
Epoch  54 Batch  616/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.181
Epoch  54 Batch  617/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.924, Loss:  0.177
Epoch  54 Batch  618/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.924, Loss:  0.156
Epoch  54 Batch  619/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.924, Loss:  0.155
Epoch  54 Batch  620/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.152
Epoch  54 Batch  621/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.923, Loss:  0.177
Epoch  54 Batch  622/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.169
Epoch  54 Batch  623/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.923, Loss:  0.184
Epoch  54 Batch  624/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.156
Epoch  54 Batch  625/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.167
Epoch  54 Batch  626/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.147
Epoch  54 Batch  627/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.174
Epoch  54 Batch  628/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.164
Epoch  54 Batch  629/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.183
Epoch  54 Batch  630/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.920, Loss:  0.178
Epoch  54 Batch  631/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.179
Epoch  54 Batch  632/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.168
Epoch  54 Batch  633/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.191
Epoch  54 Batch  634/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.922, Loss:  0.149
Epoch  54 Batch  635/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.191
Epoch  54 Batch  636/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.163
Epoch  54 Batch  637/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.192
Epoch  54 Batch  638/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.927, Loss:  0.159
Epoch  54 Batch  639/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.182
Epoch  54 Batch  640/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.927, Loss:  0.164
Epoch  54 Batch  641/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.166
Epoch  54 Batch  642/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.176
Epoch  54 Batch  643/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.143
Epoch  54 Batch  644/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.156
Epoch  54 Batch  645/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.163
Epoch  54 Batch  646/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.167
Epoch  54 Batch  647/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.922, Loss:  0.179
Epoch  54 Batch  648/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.159
Epoch  54 Batch  649/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.172
Epoch  54 Batch  650/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.182
Epoch  54 Batch  651/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.149
Epoch  54 Batch  652/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.191
Epoch  54 Batch  653/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.186
Epoch  54 Batch  654/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.159
Epoch  54 Batch  655/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.198
Epoch  54 Batch  656/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.920, Loss:  0.175
Epoch  54 Batch  657/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.175
Epoch  54 Batch  658/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.145
Epoch  54 Batch  659/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.166
Epoch  54 Batch  660/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.174
Epoch  54 Batch  661/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.147
Epoch  54 Batch  662/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.160
Epoch  54 Batch  663/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.154
Epoch  54 Batch  664/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.185
Epoch  54 Batch  665/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.171
Epoch  54 Batch  666/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.189
Epoch  54 Batch  667/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.169
Epoch  54 Batch  668/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.180
Epoch  54 Batch  669/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.157
Epoch  54 Batch  670/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.148
Epoch  54 Batch  671/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.924, Loss:  0.188
Epoch  54 Batch  672/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.163
Epoch  54 Batch  673/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.173
Epoch  54 Batch  674/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.174
Epoch  54 Batch  675/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.195
Epoch  54 Batch  676/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.919, Loss:  0.166
Epoch  54 Batch  677/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.919, Loss:  0.200
Epoch  54 Batch  678/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.155
Epoch  54 Batch  679/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.174
Epoch  54 Batch  680/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.162
Epoch  54 Batch  681/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.160
Epoch  54 Batch  682/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.152
Epoch  54 Batch  683/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.156
Epoch  54 Batch  684/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.152
Epoch  54 Batch  685/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.166
Epoch  54 Batch  686/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.188
Epoch  54 Batch  687/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.192
Epoch  54 Batch  688/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.915, Loss:  0.165
Epoch  54 Batch  689/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.915, Loss:  0.147
Epoch  54 Batch  690/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.171
Epoch  54 Batch  691/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.914, Loss:  0.196
Epoch  54 Batch  692/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.914, Loss:  0.168
Epoch  54 Batch  693/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.912, Loss:  0.209
Epoch  54 Batch  694/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.912, Loss:  0.180
Epoch  54 Batch  695/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.912, Loss:  0.155
Epoch  54 Batch  696/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.915, Loss:  0.185
Epoch  54 Batch  697/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.153
Epoch  54 Batch  698/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.156
Epoch  54 Batch  699/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.153
Epoch  54 Batch  700/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.162
Epoch  54 Batch  701/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.157
Epoch  54 Batch  702/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.201
Epoch  54 Batch  703/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.168
Epoch  54 Batch  704/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.217
Epoch  54 Batch  705/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.169
Epoch  54 Batch  706/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.192
Epoch  54 Batch  707/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.161
Epoch  54 Batch  708/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.173
Epoch  54 Batch  709/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.917, Loss:  0.189
Epoch  54 Batch  710/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.159
Epoch  54 Batch  711/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.912, Loss:  0.190
Epoch  54 Batch  712/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.911, Loss:  0.155
Epoch  54 Batch  713/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.146
Epoch  54 Batch  714/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.912, Loss:  0.168
Epoch  54 Batch  715/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.912, Loss:  0.194
Epoch  54 Batch  716/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.919, Loss:  0.158
Epoch  54 Batch  717/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.923, Loss:  0.166
Epoch  54 Batch  718/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.183
Epoch  54 Batch  719/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.166
Epoch  54 Batch  720/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.188
Epoch  54 Batch  721/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.172
Epoch  54 Batch  722/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.146
Epoch  54 Batch  723/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.168
Epoch  54 Batch  724/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.186
Epoch  54 Batch  725/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.150
Epoch  54 Batch  726/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.177
Epoch  54 Batch  727/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.926, Loss:  0.169
Epoch  54 Batch  728/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.170
Epoch  54 Batch  729/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.179
Epoch  54 Batch  730/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.189
Epoch  54 Batch  731/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.163
Epoch  54 Batch  732/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.174
Epoch  54 Batch  733/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.170
Epoch  54 Batch  734/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.918, Loss:  0.191
Epoch  54 Batch  735/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.923, Loss:  0.154
Epoch  54 Batch  736/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.165
Epoch  54 Batch  737/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.175
Epoch  54 Batch  738/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.143
Epoch  54 Batch  739/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.918, Loss:  0.167
Epoch  54 Batch  740/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.138
Epoch  54 Batch  741/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.208
Epoch  54 Batch  742/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.169
Epoch  54 Batch  743/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.920, Loss:  0.167
Epoch  54 Batch  744/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.153
Epoch  54 Batch  745/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.169
Epoch  54 Batch  746/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.922, Loss:  0.182
Epoch  54 Batch  747/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.147
Epoch  54 Batch  748/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.922, Loss:  0.153
Epoch  54 Batch  749/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.923, Loss:  0.179
Epoch  54 Batch  750/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.180
Epoch  54 Batch  751/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.175
Epoch  54 Batch  752/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.155
Epoch  54 Batch  753/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.929, Loss:  0.172
Epoch  54 Batch  754/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.192
Epoch  54 Batch  755/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.175
Epoch  54 Batch  756/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.155
Epoch  54 Batch  757/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.187
Epoch  54 Batch  758/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.145
Epoch  54 Batch  759/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.147
Epoch  54 Batch  760/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.177
Epoch  54 Batch  761/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.170
Epoch  54 Batch  762/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.156
Epoch  54 Batch  763/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.163
Epoch  54 Batch  764/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.928, Loss:  0.178
Epoch  54 Batch  765/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.928, Loss:  0.165
Epoch  54 Batch  766/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.189
Epoch  54 Batch  767/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.150
Epoch  54 Batch  768/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.165
Epoch  54 Batch  769/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.171
Epoch  54 Batch  770/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.927, Loss:  0.174
Epoch  54 Batch  771/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.927, Loss:  0.188
Epoch  54 Batch  772/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.154
Epoch  54 Batch  773/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.146
Epoch  54 Batch  774/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.930, Loss:  0.173
Epoch  54 Batch  775/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.170
Epoch  54 Batch  776/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.156
Epoch  54 Batch  777/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.932, Loss:  0.173
Epoch  54 Batch  778/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.157
Epoch  54 Batch  779/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.156
Epoch  54 Batch  780/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.926, Loss:  0.211
Epoch  54 Batch  781/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.928, Loss:  0.136
Epoch  54 Batch  782/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.142
Epoch  54 Batch  783/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.183
Epoch  54 Batch  784/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.153
Epoch  54 Batch  785/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.926, Loss:  0.157
Epoch  54 Batch  786/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.160
Epoch  54 Batch  787/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.168
Epoch  54 Batch  788/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.921, Loss:  0.142
Epoch  54 Batch  789/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.921, Loss:  0.182
Epoch  54 Batch  790/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.922, Loss:  0.178
Epoch  54 Batch  791/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.170
Epoch  54 Batch  792/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.190
Epoch  54 Batch  793/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.176
Epoch  54 Batch  794/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.923, Loss:  0.172
Epoch  54 Batch  795/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.186
Epoch  54 Batch  796/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.169
Epoch  54 Batch  797/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.151
Epoch  54 Batch  798/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.144
Epoch  54 Batch  799/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.926, Loss:  0.184
Epoch  54 Batch  800/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.925, Loss:  0.171
Epoch  54 Batch  801/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.179
Epoch  54 Batch  802/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.195
Epoch  54 Batch  803/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.181
Epoch  54 Batch  804/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.146
Epoch  54 Batch  805/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.917, Loss:  0.168
Epoch  54 Batch  806/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.154
Epoch  54 Batch  807/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.148
Epoch  54 Batch  808/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.918, Loss:  0.201
Epoch  54 Batch  809/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.196
Epoch  54 Batch  810/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.160
Epoch  54 Batch  811/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.167
Epoch  54 Batch  812/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.186
Epoch  54 Batch  813/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.166
Epoch  54 Batch  814/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.192
Epoch  54 Batch  815/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.174
Epoch  54 Batch  816/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.165
Epoch  54 Batch  817/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.195
Epoch  54 Batch  818/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.175
Epoch  54 Batch  819/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.163
Epoch  54 Batch  820/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.923, Loss:  0.165
Epoch  54 Batch  821/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.923, Loss:  0.176
Epoch  54 Batch  822/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.923, Loss:  0.159
Epoch  54 Batch  823/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.174
Epoch  54 Batch  824/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.160
Epoch  54 Batch  825/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.142
Epoch  54 Batch  826/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.174
Epoch  54 Batch  827/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.168
Epoch  54 Batch  828/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.159
Epoch  54 Batch  829/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.194
Epoch  54 Batch  830/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.162
Epoch  54 Batch  831/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.928, Loss:  0.174
Epoch  54 Batch  832/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.168
Epoch  54 Batch  833/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.168
Epoch  54 Batch  834/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.162
Epoch  54 Batch  835/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.158
Epoch  54 Batch  836/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.170
Epoch  54 Batch  837/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.209
Epoch  54 Batch  838/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.928, Loss:  0.158
Epoch  54 Batch  839/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.144
Epoch  54 Batch  840/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.153
Epoch  54 Batch  841/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.180
Epoch  54 Batch  842/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.162
Epoch  54 Batch  843/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.141
Epoch  54 Batch  844/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.151
Epoch  54 Batch  845/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.176
Epoch  54 Batch  846/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.928, Loss:  0.184
Epoch  54 Batch  847/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.179
Epoch  54 Batch  848/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.152
Epoch  54 Batch  849/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.148
Epoch  54 Batch  850/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.192
Epoch  54 Batch  851/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.177
Epoch  54 Batch  852/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.924, Loss:  0.199
Epoch  54 Batch  853/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.924, Loss:  0.150
Epoch  54 Batch  854/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.176
Epoch  54 Batch  855/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.158
Epoch  54 Batch  856/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.177
Epoch  54 Batch  857/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.165
Epoch  54 Batch  858/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.159
Epoch  54 Batch  859/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.181
Epoch  54 Batch  860/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.165
Epoch  54 Batch  861/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.928, Loss:  0.157
Epoch  54 Batch  862/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.928, Loss:  0.178
Epoch  54 Batch  863/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.154
Epoch  54 Batch  864/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.180
Epoch  54 Batch  865/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.168
Epoch  54 Batch  866/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.922, Loss:  0.173
Epoch  54 Batch  867/1077 - Train Accuracy:  0.870, Validation Accuracy:  0.922, Loss:  0.220
Epoch  54 Batch  868/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.174
Epoch  54 Batch  869/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.187
Epoch  54 Batch  870/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.171
Epoch  54 Batch  871/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.163
Epoch  54 Batch  872/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.155
Epoch  54 Batch  873/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.162
Epoch  54 Batch  874/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.917, Loss:  0.181
Epoch  54 Batch  875/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.186
Epoch  54 Batch  876/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.171
Epoch  54 Batch  877/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.918, Loss:  0.157
Epoch  54 Batch  878/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.159
Epoch  54 Batch  879/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.135
Epoch  54 Batch  880/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.160
Epoch  54 Batch  881/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.180
Epoch  54 Batch  882/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.160
Epoch  54 Batch  883/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.209
Epoch  54 Batch  884/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.922, Loss:  0.156
Epoch  54 Batch  885/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.146
Epoch  54 Batch  886/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.165
Epoch  54 Batch  887/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.183
Epoch  54 Batch  888/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.166
Epoch  54 Batch  889/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.171
Epoch  54 Batch  890/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.157
Epoch  54 Batch  891/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.169
Epoch  54 Batch  892/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.918, Loss:  0.138
Epoch  54 Batch  893/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.917, Loss:  0.163
Epoch  54 Batch  894/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.917, Loss:  0.166
Epoch  54 Batch  895/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.165
Epoch  54 Batch  896/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.200
Epoch  54 Batch  897/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.155
Epoch  54 Batch  898/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.154
Epoch  54 Batch  899/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.163
Epoch  54 Batch  900/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.185
Epoch  54 Batch  901/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.213
Epoch  54 Batch  902/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.930, Loss:  0.172
Epoch  54 Batch  903/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.930, Loss:  0.168
Epoch  54 Batch  904/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.163
Epoch  54 Batch  905/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.142
Epoch  54 Batch  906/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.930, Loss:  0.180
Epoch  54 Batch  907/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.930, Loss:  0.182
Epoch  54 Batch  908/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.172
Epoch  54 Batch  909/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.179
Epoch  54 Batch  910/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.165
Epoch  54 Batch  911/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.177
Epoch  54 Batch  912/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.170
Epoch  54 Batch  913/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.205
Epoch  54 Batch  914/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.207
Epoch  54 Batch  915/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.923, Loss:  0.169
Epoch  54 Batch  916/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.174
Epoch  54 Batch  917/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.155
Epoch  54 Batch  918/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.170
Epoch  54 Batch  919/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.916, Loss:  0.156
Epoch  54 Batch  920/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.166
Epoch  54 Batch  921/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.917, Loss:  0.185
Epoch  54 Batch  922/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.156
Epoch  54 Batch  923/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.180
Epoch  54 Batch  924/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.924, Loss:  0.182
Epoch  54 Batch  925/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.172
Epoch  54 Batch  926/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.919, Loss:  0.167
Epoch  54 Batch  927/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.174
Epoch  54 Batch  928/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.181
Epoch  54 Batch  929/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.922, Loss:  0.176
Epoch  54 Batch  930/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.150
Epoch  54 Batch  931/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.161
Epoch  54 Batch  932/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.170
Epoch  54 Batch  933/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.190
Epoch  54 Batch  934/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.922, Loss:  0.183
Epoch  54 Batch  935/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.170
Epoch  54 Batch  936/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.170
Epoch  54 Batch  937/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.194
Epoch  54 Batch  938/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.210
Epoch  54 Batch  939/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.195
Epoch  54 Batch  940/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.157
Epoch  54 Batch  941/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.917, Loss:  0.159
Epoch  54 Batch  942/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.176
Epoch  54 Batch  943/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.168
Epoch  54 Batch  944/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.161
Epoch  54 Batch  945/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.918, Loss:  0.143
Epoch  54 Batch  946/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.916, Loss:  0.164
Epoch  54 Batch  947/1077 - Train Accuracy:  0.867, Validation Accuracy:  0.916, Loss:  0.190
Epoch  54 Batch  948/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.916, Loss:  0.161
Epoch  54 Batch  949/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.916, Loss:  0.137
Epoch  54 Batch  950/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.157
Epoch  54 Batch  951/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.176
Epoch  54 Batch  952/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.915, Loss:  0.159
Epoch  54 Batch  953/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.915, Loss:  0.159
Epoch  54 Batch  954/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.172
Epoch  54 Batch  955/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.189
Epoch  54 Batch  956/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.186
Epoch  54 Batch  957/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.186
Epoch  54 Batch  958/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.170
Epoch  54 Batch  959/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.162
Epoch  54 Batch  960/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.168
Epoch  54 Batch  961/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.168
Epoch  54 Batch  962/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.176
Epoch  54 Batch  963/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.910, Loss:  0.197
Epoch  54 Batch  964/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.909, Loss:  0.148
Epoch  54 Batch  965/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.908, Loss:  0.197
Epoch  54 Batch  966/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.150
Epoch  54 Batch  967/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.177
Epoch  54 Batch  968/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.911, Loss:  0.204
Epoch  54 Batch  969/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.910, Loss:  0.213
Epoch  54 Batch  970/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.908, Loss:  0.171
Epoch  54 Batch  971/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.908, Loss:  0.191
Epoch  54 Batch  972/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.908, Loss:  0.163
Epoch  54 Batch  973/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.908, Loss:  0.143
Epoch  54 Batch  974/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.908, Loss:  0.163
Epoch  54 Batch  975/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.909, Loss:  0.174
Epoch  54 Batch  976/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.909, Loss:  0.166
Epoch  54 Batch  977/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.159
Epoch  54 Batch  978/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.176
Epoch  54 Batch  979/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.914, Loss:  0.172
Epoch  54 Batch  980/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.910, Loss:  0.183
Epoch  54 Batch  981/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.914, Loss:  0.177
Epoch  54 Batch  982/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.173
Epoch  54 Batch  983/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.918, Loss:  0.181
Epoch  54 Batch  984/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.189
Epoch  54 Batch  985/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.163
Epoch  54 Batch  986/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.168
Epoch  54 Batch  987/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.917, Loss:  0.184
Epoch  54 Batch  988/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.168
Epoch  54 Batch  989/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.193
Epoch  54 Batch  990/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.911, Loss:  0.195
Epoch  54 Batch  991/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.912, Loss:  0.177
Epoch  54 Batch  992/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.911, Loss:  0.153
Epoch  54 Batch  993/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.911, Loss:  0.159
Epoch  54 Batch  994/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.912, Loss:  0.187
Epoch  54 Batch  995/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.914, Loss:  0.149
Epoch  54 Batch  996/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.173
Epoch  54 Batch  997/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.176
Epoch  54 Batch  998/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.165
Epoch  54 Batch  999/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.173
Epoch  54 Batch 1000/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.912, Loss:  0.150
Epoch  54 Batch 1001/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.915, Loss:  0.148
Epoch  54 Batch 1002/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.143
Epoch  54 Batch 1003/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.172
Epoch  54 Batch 1004/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.185
Epoch  54 Batch 1005/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.169
Epoch  54 Batch 1006/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.148
Epoch  54 Batch 1007/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.914, Loss:  0.166
Epoch  54 Batch 1008/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.191
Epoch  54 Batch 1009/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.912, Loss:  0.149
Epoch  54 Batch 1010/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.911, Loss:  0.171
Epoch  54 Batch 1011/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.912, Loss:  0.171
Epoch  54 Batch 1012/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.912, Loss:  0.143
Epoch  54 Batch 1013/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.911, Loss:  0.151
Epoch  54 Batch 1014/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.912, Loss:  0.157
Epoch  54 Batch 1015/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.912, Loss:  0.201
Epoch  54 Batch 1016/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.187
Epoch  54 Batch 1017/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.919, Loss:  0.174
Epoch  54 Batch 1018/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.920, Loss:  0.175
Epoch  54 Batch 1019/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.197
Epoch  54 Batch 1020/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.918, Loss:  0.147
Epoch  54 Batch 1021/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.155
Epoch  54 Batch 1022/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.141
Epoch  54 Batch 1023/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.149
Epoch  54 Batch 1024/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.194
Epoch  54 Batch 1025/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.162
Epoch  54 Batch 1026/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.177
Epoch  54 Batch 1027/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.917, Loss:  0.177
Epoch  54 Batch 1028/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.161
Epoch  54 Batch 1029/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.171
Epoch  54 Batch 1030/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.922, Loss:  0.180
Epoch  54 Batch 1031/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.188
Epoch  54 Batch 1032/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.186
Epoch  54 Batch 1033/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.163
Epoch  54 Batch 1034/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.173
Epoch  54 Batch 1035/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.920, Loss:  0.137
Epoch  54 Batch 1036/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.189
Epoch  54 Batch 1037/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.170
Epoch  54 Batch 1038/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.174
Epoch  54 Batch 1039/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.913, Loss:  0.157
Epoch  54 Batch 1040/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.174
Epoch  54 Batch 1041/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.916, Loss:  0.177
Epoch  54 Batch 1042/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.915, Loss:  0.170
Epoch  54 Batch 1043/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.172
Epoch  54 Batch 1044/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.183
Epoch  54 Batch 1045/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.165
Epoch  54 Batch 1046/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.134
Epoch  54 Batch 1047/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.920, Loss:  0.156
Epoch  54 Batch 1048/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.157
Epoch  54 Batch 1049/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.188
Epoch  54 Batch 1050/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.161
Epoch  54 Batch 1051/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.177
Epoch  54 Batch 1052/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.158
Epoch  54 Batch 1053/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.922, Loss:  0.180
Epoch  54 Batch 1054/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.162
Epoch  54 Batch 1055/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.177
Epoch  54 Batch 1056/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.167
Epoch  54 Batch 1057/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.920, Loss:  0.187
Epoch  54 Batch 1058/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.168
Epoch  54 Batch 1059/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.925, Loss:  0.188
Epoch  54 Batch 1060/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.138
Epoch  54 Batch 1061/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.927, Loss:  0.207
Epoch  54 Batch 1062/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.171
Epoch  54 Batch 1063/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.927, Loss:  0.183
Epoch  54 Batch 1064/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.156
Epoch  54 Batch 1065/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.164
Epoch  54 Batch 1066/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.149
Epoch  54 Batch 1067/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.186
Epoch  54 Batch 1068/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.150
Epoch  54 Batch 1069/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.144
Epoch  54 Batch 1070/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.157
Epoch  54 Batch 1071/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.167
Epoch  54 Batch 1072/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.158
Epoch  54 Batch 1073/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.188
Epoch  54 Batch 1074/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.189
Epoch  54 Batch 1075/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.185
Epoch  55 Batch    0/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.157
Epoch  55 Batch    1/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.161
Epoch  55 Batch    2/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.915, Loss:  0.160
Epoch  55 Batch    3/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.915, Loss:  0.162
Epoch  55 Batch    4/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.168
Epoch  55 Batch    5/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.919, Loss:  0.199
Epoch  55 Batch    6/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.174
Epoch  55 Batch    7/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.150
Epoch  55 Batch    8/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.153
Epoch  55 Batch    9/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.156
Epoch  55 Batch   10/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.922, Loss:  0.177
Epoch  55 Batch   11/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.182
Epoch  55 Batch   12/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.183
Epoch  55 Batch   13/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.927, Loss:  0.177
Epoch  55 Batch   14/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.932, Loss:  0.134
Epoch  55 Batch   15/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.932, Loss:  0.147
Epoch  55 Batch   16/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.931, Loss:  0.172
Epoch  55 Batch   17/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.931, Loss:  0.181
Epoch  55 Batch   18/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.164
Epoch  55 Batch   19/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.168
Epoch  55 Batch   20/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.140
Epoch  55 Batch   21/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.173
Epoch  55 Batch   22/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.164
Epoch  55 Batch   23/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.162
Epoch  55 Batch   24/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.165
Epoch  55 Batch   25/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.921, Loss:  0.143
Epoch  55 Batch   26/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.921, Loss:  0.179
Epoch  55 Batch   27/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.156
Epoch  55 Batch   28/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.921, Loss:  0.169
Epoch  55 Batch   29/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.148
Epoch  55 Batch   30/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.157
Epoch  55 Batch   31/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.176
Epoch  55 Batch   32/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.142
Epoch  55 Batch   33/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.138
Epoch  55 Batch   34/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.164
Epoch  55 Batch   35/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.921, Loss:  0.163
Epoch  55 Batch   36/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.168
Epoch  55 Batch   37/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.162
Epoch  55 Batch   38/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.174
Epoch  55 Batch   39/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.214
Epoch  55 Batch   40/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.161
Epoch  55 Batch   41/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.161
Epoch  55 Batch   42/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.184
Epoch  55 Batch   43/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.148
Epoch  55 Batch   44/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.926, Loss:  0.162
Epoch  55 Batch   45/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.931, Loss:  0.182
Epoch  55 Batch   46/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.182
Epoch  55 Batch   47/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.202
Epoch  55 Batch   48/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.925, Loss:  0.180
Epoch  55 Batch   49/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.184
Epoch  55 Batch   50/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.927, Loss:  0.153
Epoch  55 Batch   51/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.154
Epoch  55 Batch   52/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.168
Epoch  55 Batch   53/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.159
Epoch  55 Batch   54/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.928, Loss:  0.199
Epoch  55 Batch   55/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.174
Epoch  55 Batch   56/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.153
Epoch  55 Batch   57/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.924, Loss:  0.149
Epoch  55 Batch   58/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.160
Epoch  55 Batch   59/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.190
Epoch  55 Batch   60/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.144
Epoch  55 Batch   61/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.180
Epoch  55 Batch   62/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.175
Epoch  55 Batch   63/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.922, Loss:  0.144
Epoch  55 Batch   64/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.140
Epoch  55 Batch   65/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.158
Epoch  55 Batch   66/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.162
Epoch  55 Batch   67/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.169
Epoch  55 Batch   68/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.921, Loss:  0.182
Epoch  55 Batch   69/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.212
Epoch  55 Batch   70/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.163
Epoch  55 Batch   71/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.154
Epoch  55 Batch   72/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.151
Epoch  55 Batch   73/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.918, Loss:  0.178
Epoch  55 Batch   74/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.156
Epoch  55 Batch   75/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.205
Epoch  55 Batch   76/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.916, Loss:  0.150
Epoch  55 Batch   77/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.916, Loss:  0.163
Epoch  55 Batch   78/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.915, Loss:  0.175
Epoch  55 Batch   79/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.915, Loss:  0.153
Epoch  55 Batch   80/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.911, Loss:  0.174
Epoch  55 Batch   81/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.911, Loss:  0.155
Epoch  55 Batch   82/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.911, Loss:  0.135
Epoch  55 Batch   83/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.911, Loss:  0.165
Epoch  55 Batch   84/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.911, Loss:  0.163
Epoch  55 Batch   85/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.911, Loss:  0.154
Epoch  55 Batch   86/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.159
Epoch  55 Batch   87/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.195
Epoch  55 Batch   88/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.915, Loss:  0.184
Epoch  55 Batch   89/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.172
Epoch  55 Batch   90/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.163
Epoch  55 Batch   91/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.916, Loss:  0.148
Epoch  55 Batch   92/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.169
Epoch  55 Batch   93/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.170
Epoch  55 Batch   94/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.915, Loss:  0.169
Epoch  55 Batch   95/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.182
Epoch  55 Batch   96/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.915, Loss:  0.166
Epoch  55 Batch   97/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.172
Epoch  55 Batch   98/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.172
Epoch  55 Batch   99/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.178
Epoch  55 Batch  100/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.930, Loss:  0.161
Epoch  55 Batch  101/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.161
Epoch  55 Batch  102/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.156
Epoch  55 Batch  103/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.195
Epoch  55 Batch  104/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.174
Epoch  55 Batch  105/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.159
Epoch  55 Batch  106/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.201
Epoch  55 Batch  107/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.181
Epoch  55 Batch  108/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.146
Epoch  55 Batch  109/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.174
Epoch  55 Batch  110/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.141
Epoch  55 Batch  111/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.166
Epoch  55 Batch  112/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.159
Epoch  55 Batch  113/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.182
Epoch  55 Batch  114/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.165
Epoch  55 Batch  115/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.191
Epoch  55 Batch  116/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.182
Epoch  55 Batch  117/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.181
Epoch  55 Batch  118/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.923, Loss:  0.170
Epoch  55 Batch  119/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.181
Epoch  55 Batch  120/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.215
Epoch  55 Batch  121/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.144
Epoch  55 Batch  122/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.915, Loss:  0.176
Epoch  55 Batch  123/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.133
Epoch  55 Batch  124/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.176
Epoch  55 Batch  125/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.166
Epoch  55 Batch  126/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.141
Epoch  55 Batch  127/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.914, Loss:  0.154
Epoch  55 Batch  128/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.909, Loss:  0.161
Epoch  55 Batch  129/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.909, Loss:  0.153
Epoch  55 Batch  130/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.909, Loss:  0.163
Epoch  55 Batch  131/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.159
Epoch  55 Batch  132/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.181
Epoch  55 Batch  133/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.912, Loss:  0.171
Epoch  55 Batch  134/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.919, Loss:  0.139
Epoch  55 Batch  135/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.182
Epoch  55 Batch  136/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.157
Epoch  55 Batch  137/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.133
Epoch  55 Batch  138/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.155
Epoch  55 Batch  139/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.164
Epoch  55 Batch  140/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.919, Loss:  0.177
Epoch  55 Batch  141/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.918, Loss:  0.165
Epoch  55 Batch  142/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.164
Epoch  55 Batch  143/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.922, Loss:  0.177
Epoch  55 Batch  144/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.171
Epoch  55 Batch  145/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.180
Epoch  55 Batch  146/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.228
Epoch  55 Batch  147/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.923, Loss:  0.169
Epoch  55 Batch  148/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.174
Epoch  55 Batch  149/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.173
Epoch  55 Batch  150/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.156
Epoch  55 Batch  151/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.142
Epoch  55 Batch  152/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.198
Epoch  55 Batch  153/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.184
Epoch  55 Batch  154/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.180
Epoch  55 Batch  155/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.170
Epoch  55 Batch  156/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.175
Epoch  55 Batch  157/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.162
Epoch  55 Batch  158/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.167
Epoch  55 Batch  159/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.145
Epoch  55 Batch  160/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.124
Epoch  55 Batch  161/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.170
Epoch  55 Batch  162/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.174
Epoch  55 Batch  163/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.189
Epoch  55 Batch  164/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.181
Epoch  55 Batch  165/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.920, Loss:  0.153
Epoch  55 Batch  166/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.918, Loss:  0.174
Epoch  55 Batch  167/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.143
Epoch  55 Batch  168/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.163
Epoch  55 Batch  169/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.181
Epoch  55 Batch  170/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.924, Loss:  0.176
Epoch  55 Batch  171/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.924, Loss:  0.157
Epoch  55 Batch  172/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.162
Epoch  55 Batch  173/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.173
Epoch  55 Batch  174/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.159
Epoch  55 Batch  175/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.163
Epoch  55 Batch  176/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.151
Epoch  55 Batch  177/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.925, Loss:  0.165
Epoch  55 Batch  178/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.152
Epoch  55 Batch  179/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.177
Epoch  55 Batch  180/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.156
Epoch  55 Batch  181/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.928, Loss:  0.184
Epoch  55 Batch  182/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.166
Epoch  55 Batch  183/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.174
Epoch  55 Batch  184/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.160
Epoch  55 Batch  185/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.180
Epoch  55 Batch  186/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.179
Epoch  55 Batch  187/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.154
Epoch  55 Batch  188/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.170
Epoch  55 Batch  189/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.151
Epoch  55 Batch  190/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.157
Epoch  55 Batch  191/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.141
Epoch  55 Batch  192/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.169
Epoch  55 Batch  193/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.180
Epoch  55 Batch  194/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.917, Loss:  0.147
Epoch  55 Batch  195/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.917, Loss:  0.160
Epoch  55 Batch  196/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.918, Loss:  0.165
Epoch  55 Batch  197/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.165
Epoch  55 Batch  198/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.917, Loss:  0.180
Epoch  55 Batch  199/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.141
Epoch  55 Batch  200/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.168
Epoch  55 Batch  201/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.142
Epoch  55 Batch  202/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.914, Loss:  0.160
Epoch  55 Batch  203/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.914, Loss:  0.157
Epoch  55 Batch  204/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.915, Loss:  0.235
Epoch  55 Batch  205/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.197
Epoch  55 Batch  206/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.161
Epoch  55 Batch  207/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.159
Epoch  55 Batch  208/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.199
Epoch  55 Batch  209/1077 - Train Accuracy:  0.965, Validation Accuracy:  0.923, Loss:  0.130
Epoch  55 Batch  210/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.177
Epoch  55 Batch  211/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.923, Loss:  0.153
Epoch  55 Batch  212/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.156
Epoch  55 Batch  213/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.912, Loss:  0.138
Epoch  55 Batch  214/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.168
Epoch  55 Batch  215/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.188
Epoch  55 Batch  216/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.920, Loss:  0.168
Epoch  55 Batch  217/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.139
Epoch  55 Batch  218/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.202
Epoch  55 Batch  219/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.158
Epoch  55 Batch  220/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.175
Epoch  55 Batch  221/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.158
Epoch  55 Batch  222/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.917, Loss:  0.175
Epoch  55 Batch  223/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.917, Loss:  0.141
Epoch  55 Batch  224/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.168
Epoch  55 Batch  225/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.191
Epoch  55 Batch  226/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.161
Epoch  55 Batch  227/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.918, Loss:  0.186
Epoch  55 Batch  228/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.172
Epoch  55 Batch  229/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.924, Loss:  0.165
Epoch  55 Batch  230/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.142
Epoch  55 Batch  231/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.197
Epoch  55 Batch  232/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.924, Loss:  0.165
Epoch  55 Batch  233/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.919, Loss:  0.197
Epoch  55 Batch  234/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.924, Loss:  0.170
Epoch  55 Batch  235/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.181
Epoch  55 Batch  236/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.178
Epoch  55 Batch  237/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.152
Epoch  55 Batch  238/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.164
Epoch  55 Batch  239/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.927, Loss:  0.132
Epoch  55 Batch  240/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.928, Loss:  0.155
Epoch  55 Batch  241/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.138
Epoch  55 Batch  242/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.140
Epoch  55 Batch  243/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.189
Epoch  55 Batch  244/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.180
Epoch  55 Batch  245/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.932, Loss:  0.145
Epoch  55 Batch  246/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.931, Loss:  0.172
Epoch  55 Batch  247/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.932, Loss:  0.161
Epoch  55 Batch  248/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.931, Loss:  0.163
Epoch  55 Batch  249/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.172
Epoch  55 Batch  250/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.151
Epoch  55 Batch  251/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.158
Epoch  55 Batch  252/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.154
Epoch  55 Batch  253/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.928, Loss:  0.160
Epoch  55 Batch  254/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.176
Epoch  55 Batch  255/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.150
Epoch  55 Batch  256/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.208
Epoch  55 Batch  257/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.157
Epoch  55 Batch  258/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.159
Epoch  55 Batch  259/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.149
Epoch  55 Batch  260/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.140
Epoch  55 Batch  261/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.154
Epoch  55 Batch  262/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.150
Epoch  55 Batch  263/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.923, Loss:  0.144
Epoch  55 Batch  264/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.187
Epoch  55 Batch  265/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.163
Epoch  55 Batch  266/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.922, Loss:  0.181
Epoch  55 Batch  267/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.923, Loss:  0.144
Epoch  55 Batch  268/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.918, Loss:  0.168
Epoch  55 Batch  269/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.918, Loss:  0.178
Epoch  55 Batch  270/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.917, Loss:  0.194
Epoch  55 Batch  271/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.918, Loss:  0.144
Epoch  55 Batch  272/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.919, Loss:  0.213
Epoch  55 Batch  273/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.159
Epoch  55 Batch  274/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.919, Loss:  0.173
Epoch  55 Batch  275/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.157
Epoch  55 Batch  276/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.929, Loss:  0.205
Epoch  55 Batch  277/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.923, Loss:  0.153
Epoch  55 Batch  278/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.919, Loss:  0.186
Epoch  55 Batch  279/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.202
Epoch  55 Batch  280/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.913, Loss:  0.178
Epoch  55 Batch  281/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.913, Loss:  0.175
Epoch  55 Batch  282/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.914, Loss:  0.200
Epoch  55 Batch  283/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.913, Loss:  0.177
Epoch  55 Batch  284/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.913, Loss:  0.172
Epoch  55 Batch  285/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.181
Epoch  55 Batch  286/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.158
Epoch  55 Batch  287/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.162
Epoch  55 Batch  288/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.169
Epoch  55 Batch  289/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.178
Epoch  55 Batch  290/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.918, Loss:  0.192
Epoch  55 Batch  291/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.187
Epoch  55 Batch  292/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.175
Epoch  55 Batch  293/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.916, Loss:  0.180
Epoch  55 Batch  294/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.146
Epoch  55 Batch  295/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.923, Loss:  0.192
Epoch  55 Batch  296/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.162
Epoch  55 Batch  297/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.923, Loss:  0.200
Epoch  55 Batch  298/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.199
Epoch  55 Batch  299/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.927, Loss:  0.140
Epoch  55 Batch  300/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.926, Loss:  0.153
Epoch  55 Batch  301/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.157
Epoch  55 Batch  302/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.927, Loss:  0.160
Epoch  55 Batch  303/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.179
Epoch  55 Batch  304/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.929, Loss:  0.149
Epoch  55 Batch  305/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.178
Epoch  55 Batch  306/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.176
Epoch  55 Batch  307/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.917, Loss:  0.158
Epoch  55 Batch  308/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.187
Epoch  55 Batch  309/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.921, Loss:  0.151
Epoch  55 Batch  310/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.173
Epoch  55 Batch  311/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.150
Epoch  55 Batch  312/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.921, Loss:  0.212
Epoch  55 Batch  313/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.149
Epoch  55 Batch  314/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.169
Epoch  55 Batch  315/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.923, Loss:  0.162
Epoch  55 Batch  316/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.155
Epoch  55 Batch  317/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.922, Loss:  0.188
Epoch  55 Batch  318/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.174
Epoch  55 Batch  319/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.197
Epoch  55 Batch  320/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.165
Epoch  55 Batch  321/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.922, Loss:  0.166
Epoch  55 Batch  322/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.159
Epoch  55 Batch  323/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.172
Epoch  55 Batch  324/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.920, Loss:  0.169
Epoch  55 Batch  325/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.169
Epoch  55 Batch  326/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.175
Epoch  55 Batch  327/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.190
Epoch  55 Batch  328/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.186
Epoch  55 Batch  329/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.922, Loss:  0.170
Epoch  55 Batch  330/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.153
Epoch  55 Batch  331/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.922, Loss:  0.179
Epoch  55 Batch  332/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.142
Epoch  55 Batch  333/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.926, Loss:  0.167
Epoch  55 Batch  334/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.926, Loss:  0.154
Epoch  55 Batch  335/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.178
Epoch  55 Batch  336/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.197
Epoch  55 Batch  337/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.170
Epoch  55 Batch  338/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.930, Loss:  0.208
Epoch  55 Batch  339/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.150
Epoch  55 Batch  340/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.183
Epoch  55 Batch  341/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.219
Epoch  55 Batch  342/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.159
Epoch  55 Batch  343/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.172
Epoch  55 Batch  344/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.171
Epoch  55 Batch  345/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.153
Epoch  55 Batch  346/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.165
Epoch  55 Batch  347/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.926, Loss:  0.143
Epoch  55 Batch  348/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.144
Epoch  55 Batch  349/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.170
Epoch  55 Batch  350/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.920, Loss:  0.161
Epoch  55 Batch  351/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.161
Epoch  55 Batch  352/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.144
Epoch  55 Batch  353/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.180
Epoch  55 Batch  354/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.921, Loss:  0.192
Epoch  55 Batch  355/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.175
Epoch  55 Batch  356/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.184
Epoch  55 Batch  357/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.161
Epoch  55 Batch  358/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.193
Epoch  55 Batch  359/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.167
Epoch  55 Batch  360/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.181
Epoch  55 Batch  361/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.161
Epoch  55 Batch  362/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.206
Epoch  55 Batch  363/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.919, Loss:  0.199
Epoch  55 Batch  364/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.919, Loss:  0.200
Epoch  55 Batch  365/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.156
Epoch  55 Batch  366/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.919, Loss:  0.159
Epoch  55 Batch  367/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.150
Epoch  55 Batch  368/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.921, Loss:  0.161
Epoch  55 Batch  369/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.158
Epoch  55 Batch  370/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.175
Epoch  55 Batch  371/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.918, Loss:  0.161
Epoch  55 Batch  372/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.147
Epoch  55 Batch  373/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.151
Epoch  55 Batch  374/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.184
Epoch  55 Batch  375/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.180
Epoch  55 Batch  376/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.157
Epoch  55 Batch  377/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.152
Epoch  55 Batch  378/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.149
Epoch  55 Batch  379/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.925, Loss:  0.170
Epoch  55 Batch  380/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.161
Epoch  55 Batch  381/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.188
Epoch  55 Batch  382/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.210
Epoch  55 Batch  383/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.142
Epoch  55 Batch  384/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.180
Epoch  55 Batch  385/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.173
Epoch  55 Batch  386/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.170
Epoch  55 Batch  387/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.918, Loss:  0.161
Epoch  55 Batch  388/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.164
Epoch  55 Batch  389/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.156
Epoch  55 Batch  390/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.923, Loss:  0.186
Epoch  55 Batch  391/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.174
Epoch  55 Batch  392/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.923, Loss:  0.207
Epoch  55 Batch  393/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.146
Epoch  55 Batch  394/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.181
Epoch  55 Batch  395/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.159
Epoch  55 Batch  396/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.923, Loss:  0.198
Epoch  55 Batch  397/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.183
Epoch  55 Batch  398/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.172
Epoch  55 Batch  399/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.922, Loss:  0.180
Epoch  55 Batch  400/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.171
Epoch  55 Batch  401/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.148
Epoch  55 Batch  402/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.145
Epoch  55 Batch  403/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.916, Loss:  0.187
Epoch  55 Batch  404/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.157
Epoch  55 Batch  405/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.915, Loss:  0.179
Epoch  55 Batch  406/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.924, Loss:  0.154
Epoch  55 Batch  407/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.204
Epoch  55 Batch  408/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.182
Epoch  55 Batch  409/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.191
Epoch  55 Batch  410/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.924, Loss:  0.185
Epoch  55 Batch  411/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.166
Epoch  55 Batch  412/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.924, Loss:  0.139
Epoch  55 Batch  413/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.158
Epoch  55 Batch  414/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.169
Epoch  55 Batch  415/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.166
Epoch  55 Batch  416/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.159
Epoch  55 Batch  417/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.228
Epoch  55 Batch  418/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.161
Epoch  55 Batch  419/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.157
Epoch  55 Batch  420/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.156
Epoch  55 Batch  421/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.198
Epoch  55 Batch  422/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.912, Loss:  0.164
Epoch  55 Batch  423/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.190
Epoch  55 Batch  424/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.922, Loss:  0.176
Epoch  55 Batch  425/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.160
Epoch  55 Batch  426/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.196
Epoch  55 Batch  427/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.167
Epoch  55 Batch  428/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.923, Loss:  0.161
Epoch  55 Batch  429/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.162
Epoch  55 Batch  430/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.151
Epoch  55 Batch  431/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.143
Epoch  55 Batch  432/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.170
Epoch  55 Batch  433/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.926, Loss:  0.175
Epoch  55 Batch  434/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.172
Epoch  55 Batch  435/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.190
Epoch  55 Batch  436/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.180
Epoch  55 Batch  437/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.153
Epoch  55 Batch  438/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.160
Epoch  55 Batch  439/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.931, Loss:  0.186
Epoch  55 Batch  440/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.931, Loss:  0.188
Epoch  55 Batch  441/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.931, Loss:  0.162
Epoch  55 Batch  442/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.171
Epoch  55 Batch  443/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.931, Loss:  0.168
Epoch  55 Batch  444/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.169
Epoch  55 Batch  445/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.174
Epoch  55 Batch  446/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.926, Loss:  0.142
Epoch  55 Batch  447/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.184
Epoch  55 Batch  448/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.923, Loss:  0.190
Epoch  55 Batch  449/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.187
Epoch  55 Batch  450/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.161
Epoch  55 Batch  451/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.157
Epoch  55 Batch  452/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.916, Loss:  0.176
Epoch  55 Batch  453/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.915, Loss:  0.157
Epoch  55 Batch  454/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.915, Loss:  0.184
Epoch  55 Batch  455/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.182
Epoch  55 Batch  456/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.913, Loss:  0.181
Epoch  55 Batch  457/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.914, Loss:  0.152
Epoch  55 Batch  458/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.919, Loss:  0.176
Epoch  55 Batch  459/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.171
Epoch  55 Batch  460/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.165
Epoch  55 Batch  461/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.919, Loss:  0.160
Epoch  55 Batch  462/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.914, Loss:  0.171
Epoch  55 Batch  463/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.180
Epoch  55 Batch  464/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.165
Epoch  55 Batch  465/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.180
Epoch  55 Batch  466/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.167
Epoch  55 Batch  467/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.200
Epoch  55 Batch  468/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.167
Epoch  55 Batch  469/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.166
Epoch  55 Batch  470/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.179
Epoch  55 Batch  471/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.920, Loss:  0.136
Epoch  55 Batch  472/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.920, Loss:  0.138
Epoch  55 Batch  473/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.171
Epoch  55 Batch  474/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.921, Loss:  0.181
Epoch  55 Batch  475/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.149
Epoch  55 Batch  476/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.176
Epoch  55 Batch  477/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.147
Epoch  55 Batch  478/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.192
Epoch  55 Batch  479/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.194
Epoch  55 Batch  480/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.171
Epoch  55 Batch  481/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.927, Loss:  0.176
Epoch  55 Batch  482/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.183
Epoch  55 Batch  483/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.180
Epoch  55 Batch  484/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.188
Epoch  55 Batch  485/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.157
Epoch  55 Batch  486/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.171
Epoch  55 Batch  487/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.929, Loss:  0.159
Epoch  55 Batch  488/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.150
Epoch  55 Batch  489/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.158
Epoch  55 Batch  490/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.171
Epoch  55 Batch  491/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.175
Epoch  55 Batch  492/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.203
Epoch  55 Batch  493/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.161
Epoch  55 Batch  494/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.148
Epoch  55 Batch  495/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.159
Epoch  55 Batch  496/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.185
Epoch  55 Batch  497/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.185
Epoch  55 Batch  498/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.181
Epoch  55 Batch  499/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.929, Loss:  0.143
Epoch  55 Batch  500/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.164
Epoch  55 Batch  501/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.145
Epoch  55 Batch  502/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.928, Loss:  0.169
Epoch  55 Batch  503/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.174
Epoch  55 Batch  504/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.929, Loss:  0.160
Epoch  55 Batch  505/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.133
Epoch  55 Batch  506/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.163
Epoch  55 Batch  507/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.930, Loss:  0.181
Epoch  55 Batch  508/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.152
Epoch  55 Batch  509/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.935, Loss:  0.169
Epoch  55 Batch  510/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.154
Epoch  55 Batch  511/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.182
Epoch  55 Batch  512/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.927, Loss:  0.157
Epoch  55 Batch  513/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.173
Epoch  55 Batch  514/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.920, Loss:  0.176
Epoch  55 Batch  515/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.168
Epoch  55 Batch  516/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.157
Epoch  55 Batch  517/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.159
Epoch  55 Batch  518/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.916, Loss:  0.164
Epoch  55 Batch  519/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.916, Loss:  0.164
Epoch  55 Batch  520/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.151
Epoch  55 Batch  521/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.919, Loss:  0.171
Epoch  55 Batch  522/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.919, Loss:  0.195
Epoch  55 Batch  523/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.161
Epoch  55 Batch  524/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.919, Loss:  0.180
Epoch  55 Batch  525/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.172
Epoch  55 Batch  526/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.928, Loss:  0.154
Epoch  55 Batch  527/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.147
Epoch  55 Batch  528/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.155
Epoch  55 Batch  529/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.165
Epoch  55 Batch  530/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.177
Epoch  55 Batch  531/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.930, Loss:  0.167
Epoch  55 Batch  532/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.930, Loss:  0.206
Epoch  55 Batch  533/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.181
Epoch  55 Batch  534/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.168
Epoch  55 Batch  535/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.152
Epoch  55 Batch  536/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.142
Epoch  55 Batch  537/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.172
Epoch  55 Batch  538/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.137
Epoch  55 Batch  539/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.194
Epoch  55 Batch  540/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.158
Epoch  55 Batch  541/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.929, Loss:  0.149
Epoch  55 Batch  542/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.171
Epoch  55 Batch  543/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.167
Epoch  55 Batch  544/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.159
Epoch  55 Batch  545/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.180
Epoch  55 Batch  546/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.201
Epoch  55 Batch  547/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.174
Epoch  55 Batch  548/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.186
Epoch  55 Batch  549/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.929, Loss:  0.196
Epoch  55 Batch  550/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.927, Loss:  0.167
Epoch  55 Batch  551/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.928, Loss:  0.192
Epoch  55 Batch  552/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.179
Epoch  55 Batch  553/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.187
Epoch  55 Batch  554/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.172
Epoch  55 Batch  555/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.151
Epoch  55 Batch  556/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.930, Loss:  0.153
Epoch  55 Batch  557/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.156
Epoch  55 Batch  558/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.176
Epoch  55 Batch  559/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.156
Epoch  55 Batch  560/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.188
Epoch  55 Batch  561/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.144
Epoch  55 Batch  562/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.157
Epoch  55 Batch  563/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.925, Loss:  0.203
Epoch  55 Batch  564/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.181
Epoch  55 Batch  565/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.923, Loss:  0.197
Epoch  55 Batch  566/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.189
Epoch  55 Batch  567/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.181
Epoch  55 Batch  568/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.163
Epoch  55 Batch  569/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.178
Epoch  55 Batch  570/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.178
Epoch  55 Batch  571/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.155
Epoch  55 Batch  572/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.154
Epoch  55 Batch  573/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.201
Epoch  55 Batch  574/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.198
Epoch  55 Batch  575/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.153
Epoch  55 Batch  576/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.930, Loss:  0.155
Epoch  55 Batch  577/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.163
Epoch  55 Batch  578/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.932, Loss:  0.178
Epoch  55 Batch  579/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.169
Epoch  55 Batch  580/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.933, Loss:  0.147
Epoch  55 Batch  581/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.933, Loss:  0.148
Epoch  55 Batch  582/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.928, Loss:  0.166
Epoch  55 Batch  583/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.179
Epoch  55 Batch  584/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.172
Epoch  55 Batch  585/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.158
Epoch  55 Batch  586/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.165
Epoch  55 Batch  587/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.160
Epoch  55 Batch  588/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.911, Loss:  0.162
Epoch  55 Batch  589/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.911, Loss:  0.178
Epoch  55 Batch  590/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.911, Loss:  0.178
Epoch  55 Batch  591/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.170
Epoch  55 Batch  592/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.180
Epoch  55 Batch  593/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.911, Loss:  0.187
Epoch  55 Batch  594/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.906, Loss:  0.169
Epoch  55 Batch  595/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.190
Epoch  55 Batch  596/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.911, Loss:  0.182
Epoch  55 Batch  597/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.916, Loss:  0.167
Epoch  55 Batch  598/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.916, Loss:  0.165
Epoch  55 Batch  599/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.225
Epoch  55 Batch  600/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.916, Loss:  0.173
Epoch  55 Batch  601/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.920, Loss:  0.171
Epoch  55 Batch  602/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.181
Epoch  55 Batch  603/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.164
Epoch  55 Batch  604/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.182
Epoch  55 Batch  605/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.181
Epoch  55 Batch  606/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.143
Epoch  55 Batch  607/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.918, Loss:  0.154
Epoch  55 Batch  608/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.164
Epoch  55 Batch  609/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.922, Loss:  0.197
Epoch  55 Batch  610/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.922, Loss:  0.194
Epoch  55 Batch  611/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.162
Epoch  55 Batch  612/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.920, Loss:  0.159
Epoch  55 Batch  613/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.915, Loss:  0.171
Epoch  55 Batch  614/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.141
Epoch  55 Batch  615/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.152
Epoch  55 Batch  616/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.194
Epoch  55 Batch  617/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.164
Epoch  55 Batch  618/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.918, Loss:  0.160
Epoch  55 Batch  619/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.918, Loss:  0.156
Epoch  55 Batch  620/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.156
Epoch  55 Batch  621/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.922, Loss:  0.190
Epoch  55 Batch  622/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.194
Epoch  55 Batch  623/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.922, Loss:  0.177
Epoch  55 Batch  624/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.163
Epoch  55 Batch  625/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.157
Epoch  55 Batch  626/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.164
Epoch  55 Batch  627/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.172
Epoch  55 Batch  628/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.198
Epoch  55 Batch  629/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.181
Epoch  55 Batch  630/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.152
Epoch  55 Batch  631/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.165
Epoch  55 Batch  632/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.924, Loss:  0.145
Epoch  55 Batch  633/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.162
Epoch  55 Batch  634/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.153
Epoch  55 Batch  635/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.921, Loss:  0.203
Epoch  55 Batch  636/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.174
Epoch  55 Batch  637/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.927, Loss:  0.161
Epoch  55 Batch  638/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.184
Epoch  55 Batch  639/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.183
Epoch  55 Batch  640/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.145
Epoch  55 Batch  641/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.157
Epoch  55 Batch  642/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.159
Epoch  55 Batch  643/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.146
Epoch  55 Batch  644/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.923, Loss:  0.151
Epoch  55 Batch  645/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.923, Loss:  0.159
Epoch  55 Batch  646/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.160
Epoch  55 Batch  647/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.158
Epoch  55 Batch  648/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.154
Epoch  55 Batch  649/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.150
Epoch  55 Batch  650/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.168
Epoch  55 Batch  651/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.171
Epoch  55 Batch  652/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.175
Epoch  55 Batch  653/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.182
Epoch  55 Batch  654/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.143
Epoch  55 Batch  655/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.169
Epoch  55 Batch  656/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.163
Epoch  55 Batch  657/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.141
Epoch  55 Batch  658/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.929, Loss:  0.141
Epoch  55 Batch  659/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.172
Epoch  55 Batch  660/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.180
Epoch  55 Batch  661/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.143
Epoch  55 Batch  662/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.163
Epoch  55 Batch  663/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.145
Epoch  55 Batch  664/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.162
Epoch  55 Batch  665/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.159
Epoch  55 Batch  666/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.171
Epoch  55 Batch  667/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.175
Epoch  55 Batch  668/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.168
Epoch  55 Batch  669/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.152
Epoch  55 Batch  670/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.172
Epoch  55 Batch  671/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.925, Loss:  0.171
Epoch  55 Batch  672/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.925, Loss:  0.171
Epoch  55 Batch  673/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.174
Epoch  55 Batch  674/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.923, Loss:  0.149
Epoch  55 Batch  675/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.176
Epoch  55 Batch  676/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.162
Epoch  55 Batch  677/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.204
Epoch  55 Batch  678/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.159
Epoch  55 Batch  679/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.916, Loss:  0.175
Epoch  55 Batch  680/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.915, Loss:  0.149
Epoch  55 Batch  681/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.166
Epoch  55 Batch  682/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.914, Loss:  0.157
Epoch  55 Batch  683/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.917, Loss:  0.152
Epoch  55 Batch  684/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.916, Loss:  0.155
Epoch  55 Batch  685/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.916, Loss:  0.172
Epoch  55 Batch  686/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.178
Epoch  55 Batch  687/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.916, Loss:  0.186
Epoch  55 Batch  688/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.168
Epoch  55 Batch  689/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.917, Loss:  0.143
Epoch  55 Batch  690/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.914, Loss:  0.169
Epoch  55 Batch  691/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.916, Loss:  0.176
Epoch  55 Batch  692/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.164
Epoch  55 Batch  693/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.206
Epoch  55 Batch  694/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.177
Epoch  55 Batch  695/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.155
Epoch  55 Batch  696/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.921, Loss:  0.195
Epoch  55 Batch  697/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.166
Epoch  55 Batch  698/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.174
Epoch  55 Batch  699/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.164
Epoch  55 Batch  700/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.922, Loss:  0.141
Epoch  55 Batch  701/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.157
Epoch  55 Batch  702/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.191
Epoch  55 Batch  703/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.153
Epoch  55 Batch  704/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.918, Loss:  0.211
Epoch  55 Batch  705/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.178
Epoch  55 Batch  706/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.923, Loss:  0.209
Epoch  55 Batch  707/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.172
Epoch  55 Batch  708/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.175
Epoch  55 Batch  709/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.916, Loss:  0.180
Epoch  55 Batch  710/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.916, Loss:  0.141
Epoch  55 Batch  711/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.913, Loss:  0.195
Epoch  55 Batch  712/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.917, Loss:  0.167
Epoch  55 Batch  713/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.148
Epoch  55 Batch  714/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.181
Epoch  55 Batch  715/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.921, Loss:  0.220
Epoch  55 Batch  716/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.920, Loss:  0.126
Epoch  55 Batch  717/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.924, Loss:  0.146
Epoch  55 Batch  718/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.168
Epoch  55 Batch  719/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.178
Epoch  55 Batch  720/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.190
Epoch  55 Batch  721/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.162
Epoch  55 Batch  722/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.161
Epoch  55 Batch  723/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.169
Epoch  55 Batch  724/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.165
Epoch  55 Batch  725/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.138
Epoch  55 Batch  726/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.146
Epoch  55 Batch  727/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.152
Epoch  55 Batch  728/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.930, Loss:  0.176
Epoch  55 Batch  729/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.227
Epoch  55 Batch  730/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.188
Epoch  55 Batch  731/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.922, Loss:  0.185
Epoch  55 Batch  732/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.917, Loss:  0.191
Epoch  55 Batch  733/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.185
Epoch  55 Batch  734/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.913, Loss:  0.181
Epoch  55 Batch  735/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.160
Epoch  55 Batch  736/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.913, Loss:  0.155
Epoch  55 Batch  737/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.178
Epoch  55 Batch  738/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.908, Loss:  0.134
Epoch  55 Batch  739/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.913, Loss:  0.173
Epoch  55 Batch  740/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.917, Loss:  0.172
Epoch  55 Batch  741/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.917, Loss:  0.184
Epoch  55 Batch  742/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.917, Loss:  0.170
Epoch  55 Batch  743/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.915, Loss:  0.174
Epoch  55 Batch  744/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.163
Epoch  55 Batch  745/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.178
Epoch  55 Batch  746/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.161
Epoch  55 Batch  747/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.915, Loss:  0.141
Epoch  55 Batch  748/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.915, Loss:  0.155
Epoch  55 Batch  749/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.918, Loss:  0.161
Epoch  55 Batch  750/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.178
Epoch  55 Batch  751/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.173
Epoch  55 Batch  752/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.148
Epoch  55 Batch  753/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.920, Loss:  0.166
Epoch  55 Batch  754/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.188
Epoch  55 Batch  755/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.923, Loss:  0.176
Epoch  55 Batch  756/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.156
Epoch  55 Batch  757/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.195
Epoch  55 Batch  758/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.157
Epoch  55 Batch  759/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.138
Epoch  55 Batch  760/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.165
Epoch  55 Batch  761/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.926, Loss:  0.188
Epoch  55 Batch  762/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.175
Epoch  55 Batch  763/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.159
Epoch  55 Batch  764/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.166
Epoch  55 Batch  765/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.170
Epoch  55 Batch  766/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.185
Epoch  55 Batch  767/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.914, Loss:  0.163
Epoch  55 Batch  768/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.151
Epoch  55 Batch  769/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.169
Epoch  55 Batch  770/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.919, Loss:  0.185
Epoch  55 Batch  771/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.179
Epoch  55 Batch  772/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.167
Epoch  55 Batch  773/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.928, Loss:  0.146
Epoch  55 Batch  774/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.174
Epoch  55 Batch  775/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.170
Epoch  55 Batch  776/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.145
Epoch  55 Batch  777/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.923, Loss:  0.191
Epoch  55 Batch  778/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.154
Epoch  55 Batch  779/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.163
Epoch  55 Batch  780/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.929, Loss:  0.174
Epoch  55 Batch  781/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.928, Loss:  0.148
Epoch  55 Batch  782/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.151
Epoch  55 Batch  783/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.177
Epoch  55 Batch  784/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.141
Epoch  55 Batch  785/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.928, Loss:  0.184
Epoch  55 Batch  786/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.172
Epoch  55 Batch  787/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.156
Epoch  55 Batch  788/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.154
Epoch  55 Batch  789/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.170
Epoch  55 Batch  790/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.928, Loss:  0.193
Epoch  55 Batch  791/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.176
Epoch  55 Batch  792/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.171
Epoch  55 Batch  793/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.158
Epoch  55 Batch  794/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.928, Loss:  0.169
Epoch  55 Batch  795/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.188
Epoch  55 Batch  796/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.185
Epoch  55 Batch  797/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.165
Epoch  55 Batch  798/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.163
Epoch  55 Batch  799/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.199
Epoch  55 Batch  800/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.924, Loss:  0.161
Epoch  55 Batch  801/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.167
Epoch  55 Batch  802/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.922, Loss:  0.189
Epoch  55 Batch  803/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.173
Epoch  55 Batch  804/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.165
Epoch  55 Batch  805/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.914, Loss:  0.164
Epoch  55 Batch  806/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.145
Epoch  55 Batch  807/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.135
Epoch  55 Batch  808/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.919, Loss:  0.183
Epoch  55 Batch  809/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.203
Epoch  55 Batch  810/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.918, Loss:  0.161
Epoch  55 Batch  811/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.161
Epoch  55 Batch  812/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.176
Epoch  55 Batch  813/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.162
Epoch  55 Batch  814/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.917, Loss:  0.189
Epoch  55 Batch  815/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.917, Loss:  0.155
Epoch  55 Batch  816/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.917, Loss:  0.179
Epoch  55 Batch  817/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.181
Epoch  55 Batch  818/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.180
Epoch  55 Batch  819/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.164
Epoch  55 Batch  820/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.925, Loss:  0.176
Epoch  55 Batch  821/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.925, Loss:  0.145
Epoch  55 Batch  822/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.925, Loss:  0.169
Epoch  55 Batch  823/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.157
Epoch  55 Batch  824/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.921, Loss:  0.171
Epoch  55 Batch  825/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.161
Epoch  55 Batch  826/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.144
Epoch  55 Batch  827/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.163
Epoch  55 Batch  828/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.917, Loss:  0.147
Epoch  55 Batch  829/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.917, Loss:  0.181
Epoch  55 Batch  830/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.175
Epoch  55 Batch  831/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.924, Loss:  0.169
Epoch  55 Batch  832/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.178
Epoch  55 Batch  833/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.154
Epoch  55 Batch  834/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.193
Epoch  55 Batch  835/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.177
Epoch  55 Batch  836/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.161
Epoch  55 Batch  837/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.194
Epoch  55 Batch  838/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.156
Epoch  55 Batch  839/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.156
Epoch  55 Batch  840/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.146
Epoch  55 Batch  841/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.179
Epoch  55 Batch  842/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.159
Epoch  55 Batch  843/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.164
Epoch  55 Batch  844/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.151
Epoch  55 Batch  845/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.144
Epoch  55 Batch  846/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.924, Loss:  0.201
Epoch  55 Batch  847/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.174
Epoch  55 Batch  848/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.143
Epoch  55 Batch  849/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.160
Epoch  55 Batch  850/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.183
Epoch  55 Batch  851/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.182
Epoch  55 Batch  852/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.195
Epoch  55 Batch  853/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.167
Epoch  55 Batch  854/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.178
Epoch  55 Batch  855/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.171
Epoch  55 Batch  856/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.174
Epoch  55 Batch  857/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.157
Epoch  55 Batch  858/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.158
Epoch  55 Batch  859/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.173
Epoch  55 Batch  860/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.166
Epoch  55 Batch  861/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.175
Epoch  55 Batch  862/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.928, Loss:  0.161
Epoch  55 Batch  863/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.142
Epoch  55 Batch  864/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.928, Loss:  0.156
Epoch  55 Batch  865/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.171
Epoch  55 Batch  866/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.183
Epoch  55 Batch  867/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.923, Loss:  0.207
Epoch  55 Batch  868/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.164
Epoch  55 Batch  869/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.162
Epoch  55 Batch  870/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.922, Loss:  0.189
Epoch  55 Batch  871/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.165
Epoch  55 Batch  872/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.922, Loss:  0.141
Epoch  55 Batch  873/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.151
Epoch  55 Batch  874/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.922, Loss:  0.186
Epoch  55 Batch  875/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.163
Epoch  55 Batch  876/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.165
Epoch  55 Batch  877/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.144
Epoch  55 Batch  878/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.156
Epoch  55 Batch  879/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.144
Epoch  55 Batch  880/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.178
Epoch  55 Batch  881/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.178
Epoch  55 Batch  882/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.184
Epoch  55 Batch  883/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.922, Loss:  0.223
Epoch  55 Batch  884/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.922, Loss:  0.155
Epoch  55 Batch  885/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.144
Epoch  55 Batch  886/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.927, Loss:  0.164
Epoch  55 Batch  887/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.194
Epoch  55 Batch  888/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.163
Epoch  55 Batch  889/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.160
Epoch  55 Batch  890/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.166
Epoch  55 Batch  891/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.156
Epoch  55 Batch  892/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.152
Epoch  55 Batch  893/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.184
Epoch  55 Batch  894/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.929, Loss:  0.162
Epoch  55 Batch  895/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.170
Epoch  55 Batch  896/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.929, Loss:  0.190
Epoch  55 Batch  897/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.149
Epoch  55 Batch  898/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.143
Epoch  55 Batch  899/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.166
Epoch  55 Batch  900/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.170
Epoch  55 Batch  901/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.179
Epoch  55 Batch  902/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.928, Loss:  0.178
Epoch  55 Batch  903/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.180
Epoch  55 Batch  904/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.155
Epoch  55 Batch  905/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.153
Epoch  55 Batch  906/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.162
Epoch  55 Batch  907/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.927, Loss:  0.174
Epoch  55 Batch  908/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.170
Epoch  55 Batch  909/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.191
Epoch  55 Batch  910/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.154
Epoch  55 Batch  911/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.155
Epoch  55 Batch  912/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.164
Epoch  55 Batch  913/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.197
Epoch  55 Batch  914/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.207
Epoch  55 Batch  915/1077 - Train Accuracy:  0.874, Validation Accuracy:  0.925, Loss:  0.168
Epoch  55 Batch  916/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.184
Epoch  55 Batch  917/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.167
Epoch  55 Batch  918/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.163
Epoch  55 Batch  919/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.150
Epoch  55 Batch  920/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.173
Epoch  55 Batch  921/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.175
Epoch  55 Batch  922/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.164
Epoch  55 Batch  923/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.921, Loss:  0.172
Epoch  55 Batch  924/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.219
Epoch  55 Batch  925/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.148
Epoch  55 Batch  926/1077 - Train Accuracy:  0.872, Validation Accuracy:  0.920, Loss:  0.184
Epoch  55 Batch  927/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.919, Loss:  0.195
Epoch  55 Batch  928/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.920, Loss:  0.170
Epoch  55 Batch  929/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.172
Epoch  55 Batch  930/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.157
Epoch  55 Batch  931/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.923, Loss:  0.154
Epoch  55 Batch  932/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.923, Loss:  0.167
Epoch  55 Batch  933/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.179
Epoch  55 Batch  934/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.166
Epoch  55 Batch  935/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.169
Epoch  55 Batch  936/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.194
Epoch  55 Batch  937/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.176
Epoch  55 Batch  938/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.179
Epoch  55 Batch  939/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.208
Epoch  55 Batch  940/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.172
Epoch  55 Batch  941/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.161
Epoch  55 Batch  942/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.172
Epoch  55 Batch  943/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.174
Epoch  55 Batch  944/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.925, Loss:  0.152
Epoch  55 Batch  945/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.924, Loss:  0.151
Epoch  55 Batch  946/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.920, Loss:  0.160
Epoch  55 Batch  947/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.919, Loss:  0.196
Epoch  55 Batch  948/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.919, Loss:  0.165
Epoch  55 Batch  949/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.921, Loss:  0.134
Epoch  55 Batch  950/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.166
Epoch  55 Batch  951/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.169
Epoch  55 Batch  952/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.914, Loss:  0.146
Epoch  55 Batch  953/1077 - Train Accuracy:  0.965, Validation Accuracy:  0.914, Loss:  0.128
Epoch  55 Batch  954/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.914, Loss:  0.174
Epoch  55 Batch  955/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.914, Loss:  0.176
Epoch  55 Batch  956/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.914, Loss:  0.172
Epoch  55 Batch  957/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.919, Loss:  0.161
Epoch  55 Batch  958/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.171
Epoch  55 Batch  959/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.921, Loss:  0.172
Epoch  55 Batch  960/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.167
Epoch  55 Batch  961/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.167
Epoch  55 Batch  962/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.921, Loss:  0.149
Epoch  55 Batch  963/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.198
Epoch  55 Batch  964/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.914, Loss:  0.157
Epoch  55 Batch  965/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.915, Loss:  0.186
Epoch  55 Batch  966/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.916, Loss:  0.146
Epoch  55 Batch  967/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.917, Loss:  0.181
Epoch  55 Batch  968/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.182
Epoch  55 Batch  969/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.911, Loss:  0.191
Epoch  55 Batch  970/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.176
Epoch  55 Batch  971/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.913, Loss:  0.174
Epoch  55 Batch  972/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.913, Loss:  0.154
Epoch  55 Batch  973/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.913, Loss:  0.144
Epoch  55 Batch  974/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.913, Loss:  0.146
Epoch  55 Batch  975/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.913, Loss:  0.159
Epoch  55 Batch  976/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.913, Loss:  0.156
Epoch  55 Batch  977/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.918, Loss:  0.137
Epoch  55 Batch  978/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.183
Epoch  55 Batch  979/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.175
Epoch  55 Batch  980/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.169
Epoch  55 Batch  981/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.915, Loss:  0.150
Epoch  55 Batch  982/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.915, Loss:  0.175
Epoch  55 Batch  983/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.915, Loss:  0.173
Epoch  55 Batch  984/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.915, Loss:  0.185
Epoch  55 Batch  985/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.169
Epoch  55 Batch  986/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.915, Loss:  0.156
Epoch  55 Batch  987/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.155
Epoch  55 Batch  988/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.185
Epoch  55 Batch  989/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.914, Loss:  0.190
Epoch  55 Batch  990/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.914, Loss:  0.169
Epoch  55 Batch  991/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.919, Loss:  0.164
Epoch  55 Batch  992/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.918, Loss:  0.172
Epoch  55 Batch  993/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.148
Epoch  55 Batch  994/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.918, Loss:  0.184
Epoch  55 Batch  995/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.151
Epoch  55 Batch  996/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.160
Epoch  55 Batch  997/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.171
Epoch  55 Batch  998/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.159
Epoch  55 Batch  999/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.155
Epoch  55 Batch 1000/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.167
Epoch  55 Batch 1001/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.136
Epoch  55 Batch 1002/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.931, Loss:  0.142
Epoch  55 Batch 1003/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.931, Loss:  0.170
Epoch  55 Batch 1004/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.180
Epoch  55 Batch 1005/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.165
Epoch  55 Batch 1006/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.146
Epoch  55 Batch 1007/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.931, Loss:  0.158
Epoch  55 Batch 1008/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.188
Epoch  55 Batch 1009/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.930, Loss:  0.144
Epoch  55 Batch 1010/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.931, Loss:  0.137
Epoch  55 Batch 1011/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.931, Loss:  0.165
Epoch  55 Batch 1012/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.153
Epoch  55 Batch 1013/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.931, Loss:  0.135
Epoch  55 Batch 1014/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.160
Epoch  55 Batch 1015/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.188
Epoch  55 Batch 1016/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.176
Epoch  55 Batch 1017/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.922, Loss:  0.162
Epoch  55 Batch 1018/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.162
Epoch  55 Batch 1019/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.206
Epoch  55 Batch 1020/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.922, Loss:  0.154
Epoch  55 Batch 1021/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.171
Epoch  55 Batch 1022/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.158
Epoch  55 Batch 1023/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.159
Epoch  55 Batch 1024/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.189
Epoch  55 Batch 1025/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.920, Loss:  0.159
Epoch  55 Batch 1026/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.920, Loss:  0.149
Epoch  55 Batch 1027/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.179
Epoch  55 Batch 1028/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.153
Epoch  55 Batch 1029/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.921, Loss:  0.157
Epoch  55 Batch 1030/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.926, Loss:  0.188
Epoch  55 Batch 1031/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.188
Epoch  55 Batch 1032/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.186
Epoch  55 Batch 1033/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.155
Epoch  55 Batch 1034/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.926, Loss:  0.155
Epoch  55 Batch 1035/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.927, Loss:  0.133
Epoch  55 Batch 1036/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.165
Epoch  55 Batch 1037/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.926, Loss:  0.167
Epoch  55 Batch 1038/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.922, Loss:  0.155
Epoch  55 Batch 1039/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.922, Loss:  0.168
Epoch  55 Batch 1040/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.929, Loss:  0.169
Epoch  55 Batch 1041/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.173
Epoch  55 Batch 1042/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.160
Epoch  55 Batch 1043/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.927, Loss:  0.183
Epoch  55 Batch 1044/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.927, Loss:  0.179
Epoch  55 Batch 1045/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.169
Epoch  55 Batch 1046/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.130
Epoch  55 Batch 1047/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.923, Loss:  0.179
Epoch  55 Batch 1048/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.923, Loss:  0.166
Epoch  55 Batch 1049/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.180
Epoch  55 Batch 1050/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.161
Epoch  55 Batch 1051/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.165
Epoch  55 Batch 1052/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.161
Epoch  55 Batch 1053/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.166
Epoch  55 Batch 1054/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.148
Epoch  55 Batch 1055/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.174
Epoch  55 Batch 1056/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.147
Epoch  55 Batch 1057/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.929, Loss:  0.175
Epoch  55 Batch 1058/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.190
Epoch  55 Batch 1059/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.928, Loss:  0.168
Epoch  55 Batch 1060/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.167
Epoch  55 Batch 1061/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.185
Epoch  55 Batch 1062/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.164
Epoch  55 Batch 1063/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.928, Loss:  0.172
Epoch  55 Batch 1064/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.161
Epoch  55 Batch 1065/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.927, Loss:  0.147
Epoch  55 Batch 1066/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.157
Epoch  55 Batch 1067/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.178
Epoch  55 Batch 1068/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.149
Epoch  55 Batch 1069/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.140
Epoch  55 Batch 1070/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.169
Epoch  55 Batch 1071/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.170
Epoch  55 Batch 1072/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.166
Epoch  55 Batch 1073/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.168
Epoch  55 Batch 1074/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.927, Loss:  0.197
Epoch  55 Batch 1075/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.927, Loss:  0.178
Epoch  56 Batch    0/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.139
Epoch  56 Batch    1/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.926, Loss:  0.153
Epoch  56 Batch    2/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.925, Loss:  0.165
Epoch  56 Batch    3/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.925, Loss:  0.165
Epoch  56 Batch    4/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.174
Epoch  56 Batch    5/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.202
Epoch  56 Batch    6/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.164
Epoch  56 Batch    7/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.147
Epoch  56 Batch    8/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.150
Epoch  56 Batch    9/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.145
Epoch  56 Batch   10/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.924, Loss:  0.180
Epoch  56 Batch   11/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.924, Loss:  0.166
Epoch  56 Batch   12/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.185
Epoch  56 Batch   13/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.919, Loss:  0.171
Epoch  56 Batch   14/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.920, Loss:  0.133
Epoch  56 Batch   15/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.159
Epoch  56 Batch   16/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.169
Epoch  56 Batch   17/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.921, Loss:  0.165
Epoch  56 Batch   18/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.161
Epoch  56 Batch   19/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.170
Epoch  56 Batch   20/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.162
Epoch  56 Batch   21/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.179
Epoch  56 Batch   22/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.917, Loss:  0.176
Epoch  56 Batch   23/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.921, Loss:  0.154
Epoch  56 Batch   24/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.921, Loss:  0.162
Epoch  56 Batch   25/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.921, Loss:  0.151
Epoch  56 Batch   26/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.921, Loss:  0.165
Epoch  56 Batch   27/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.921, Loss:  0.149
Epoch  56 Batch   28/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.921, Loss:  0.173
Epoch  56 Batch   29/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.157
Epoch  56 Batch   30/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.155
Epoch  56 Batch   31/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.926, Loss:  0.170
Epoch  56 Batch   32/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.927, Loss:  0.170
Epoch  56 Batch   33/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.141
Epoch  56 Batch   34/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.168
Epoch  56 Batch   35/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.926, Loss:  0.179
Epoch  56 Batch   36/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.181
Epoch  56 Batch   37/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.926, Loss:  0.177
Epoch  56 Batch   38/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.193
Epoch  56 Batch   39/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.228
Epoch  56 Batch   40/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.152
Epoch  56 Batch   41/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.162
Epoch  56 Batch   42/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.926, Loss:  0.177
Epoch  56 Batch   43/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.149
Epoch  56 Batch   44/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.158
Epoch  56 Batch   45/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.926, Loss:  0.166
Epoch  56 Batch   46/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.182
Epoch  56 Batch   47/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.166
Epoch  56 Batch   48/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.926, Loss:  0.198
Epoch  56 Batch   49/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.180
Epoch  56 Batch   50/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.923, Loss:  0.156
Epoch  56 Batch   51/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.156
Epoch  56 Batch   52/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.923, Loss:  0.175
Epoch  56 Batch   53/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.923, Loss:  0.177
Epoch  56 Batch   54/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.197
Epoch  56 Batch   55/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.157
Epoch  56 Batch   56/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.922, Loss:  0.152
Epoch  56 Batch   57/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.154
Epoch  56 Batch   58/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.155
Epoch  56 Batch   59/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.173
Epoch  56 Batch   60/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.152
Epoch  56 Batch   61/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.180
Epoch  56 Batch   62/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.171
Epoch  56 Batch   63/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.148
Epoch  56 Batch   64/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.150
Epoch  56 Batch   65/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.154
Epoch  56 Batch   66/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.144
Epoch  56 Batch   67/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.145
Epoch  56 Batch   68/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.171
Epoch  56 Batch   69/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.927, Loss:  0.185
Epoch  56 Batch   70/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.170
Epoch  56 Batch   71/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.146
Epoch  56 Batch   72/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.160
Epoch  56 Batch   73/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.153
Epoch  56 Batch   74/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.121
Epoch  56 Batch   75/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.176
Epoch  56 Batch   76/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.153
Epoch  56 Batch   77/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.920, Loss:  0.163
Epoch  56 Batch   78/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.920, Loss:  0.160
Epoch  56 Batch   79/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.165
Epoch  56 Batch   80/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.170
Epoch  56 Batch   81/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.149
Epoch  56 Batch   82/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.137
Epoch  56 Batch   83/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.165
Epoch  56 Batch   84/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.169
Epoch  56 Batch   85/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.137
Epoch  56 Batch   86/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.146
Epoch  56 Batch   87/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.209
Epoch  56 Batch   88/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.175
Epoch  56 Batch   89/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.165
Epoch  56 Batch   90/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.922, Loss:  0.176
Epoch  56 Batch   91/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.142
Epoch  56 Batch   92/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.183
Epoch  56 Batch   93/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.184
Epoch  56 Batch   94/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.156
Epoch  56 Batch   95/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.196
Epoch  56 Batch   96/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.163
Epoch  56 Batch   97/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.141
Epoch  56 Batch   98/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.162
Epoch  56 Batch   99/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.175
Epoch  56 Batch  100/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.151
Epoch  56 Batch  101/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.162
Epoch  56 Batch  102/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.172
Epoch  56 Batch  103/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.189
Epoch  56 Batch  104/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.172
Epoch  56 Batch  105/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.173
Epoch  56 Batch  106/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.211
Epoch  56 Batch  107/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.187
Epoch  56 Batch  108/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.169
Epoch  56 Batch  109/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.932, Loss:  0.160
Epoch  56 Batch  110/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.147
Epoch  56 Batch  111/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.158
Epoch  56 Batch  112/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.156
Epoch  56 Batch  113/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.182
Epoch  56 Batch  114/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.159
Epoch  56 Batch  115/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.930, Loss:  0.183
Epoch  56 Batch  116/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.930, Loss:  0.187
Epoch  56 Batch  117/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.930, Loss:  0.187
Epoch  56 Batch  118/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.930, Loss:  0.185
Epoch  56 Batch  119/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.154
Epoch  56 Batch  120/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.177
Epoch  56 Batch  121/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.169
Epoch  56 Batch  122/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.929, Loss:  0.164
Epoch  56 Batch  123/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.140
Epoch  56 Batch  124/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.185
Epoch  56 Batch  125/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.171
Epoch  56 Batch  126/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.137
Epoch  56 Batch  127/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.929, Loss:  0.184
Epoch  56 Batch  128/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.148
Epoch  56 Batch  129/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.930, Loss:  0.174
Epoch  56 Batch  130/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.150
Epoch  56 Batch  131/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.172
Epoch  56 Batch  132/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.161
Epoch  56 Batch  133/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.151
Epoch  56 Batch  134/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.144
Epoch  56 Batch  135/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.930, Loss:  0.174
Epoch  56 Batch  136/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.151
Epoch  56 Batch  137/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.933, Loss:  0.141
Epoch  56 Batch  138/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.160
Epoch  56 Batch  139/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.933, Loss:  0.177
Epoch  56 Batch  140/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.164
Epoch  56 Batch  141/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.161
Epoch  56 Batch  142/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.160
Epoch  56 Batch  143/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.933, Loss:  0.182
Epoch  56 Batch  144/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.933, Loss:  0.205
Epoch  56 Batch  145/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.184
Epoch  56 Batch  146/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.933, Loss:  0.204
Epoch  56 Batch  147/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.933, Loss:  0.179
Epoch  56 Batch  148/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.182
Epoch  56 Batch  149/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.931, Loss:  0.158
Epoch  56 Batch  150/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.931, Loss:  0.163
Epoch  56 Batch  151/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.931, Loss:  0.146
Epoch  56 Batch  152/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.187
Epoch  56 Batch  153/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.187
Epoch  56 Batch  154/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.932, Loss:  0.167
Epoch  56 Batch  155/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.167
Epoch  56 Batch  156/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.151
Epoch  56 Batch  157/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.179
Epoch  56 Batch  158/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.162
Epoch  56 Batch  159/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.140
Epoch  56 Batch  160/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.159
Epoch  56 Batch  161/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.158
Epoch  56 Batch  162/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.190
Epoch  56 Batch  163/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.192
Epoch  56 Batch  164/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.174
Epoch  56 Batch  165/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.152
Epoch  56 Batch  166/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.931, Loss:  0.183
Epoch  56 Batch  167/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.929, Loss:  0.156
Epoch  56 Batch  168/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.929, Loss:  0.190
Epoch  56 Batch  169/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.162
Epoch  56 Batch  170/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.929, Loss:  0.192
Epoch  56 Batch  171/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.156
Epoch  56 Batch  172/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.155
Epoch  56 Batch  173/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.160
Epoch  56 Batch  174/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.149
Epoch  56 Batch  175/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.913, Loss:  0.174
Epoch  56 Batch  176/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.913, Loss:  0.163
Epoch  56 Batch  177/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.913, Loss:  0.175
Epoch  56 Batch  178/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.913, Loss:  0.167
Epoch  56 Batch  179/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.174
Epoch  56 Batch  180/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.915, Loss:  0.148
Epoch  56 Batch  181/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.180
Epoch  56 Batch  182/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.915, Loss:  0.184
Epoch  56 Batch  183/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.189
Epoch  56 Batch  184/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.170
Epoch  56 Batch  185/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.180
Epoch  56 Batch  186/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.166
Epoch  56 Batch  187/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.146
Epoch  56 Batch  188/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.923, Loss:  0.166
Epoch  56 Batch  189/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.169
Epoch  56 Batch  190/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.922, Loss:  0.148
Epoch  56 Batch  191/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.924, Loss:  0.125
Epoch  56 Batch  192/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.159
Epoch  56 Batch  193/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.166
Epoch  56 Batch  194/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.147
Epoch  56 Batch  195/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.150
Epoch  56 Batch  196/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.926, Loss:  0.154
Epoch  56 Batch  197/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.157
Epoch  56 Batch  198/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.167
Epoch  56 Batch  199/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.154
Epoch  56 Batch  200/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.172
Epoch  56 Batch  201/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.144
Epoch  56 Batch  202/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.175
Epoch  56 Batch  203/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.155
Epoch  56 Batch  204/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.925, Loss:  0.197
Epoch  56 Batch  205/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.178
Epoch  56 Batch  206/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.935, Loss:  0.162
Epoch  56 Batch  207/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.934, Loss:  0.154
Epoch  56 Batch  208/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.207
Epoch  56 Batch  209/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.945, Loss:  0.139
Epoch  56 Batch  210/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.946, Loss:  0.165
Epoch  56 Batch  211/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.941, Loss:  0.173
Epoch  56 Batch  212/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.933, Loss:  0.138
Epoch  56 Batch  213/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.933, Loss:  0.130
Epoch  56 Batch  214/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.155
Epoch  56 Batch  215/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.933, Loss:  0.170
Epoch  56 Batch  216/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.933, Loss:  0.162
Epoch  56 Batch  217/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.148
Epoch  56 Batch  218/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.194
Epoch  56 Batch  219/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.935, Loss:  0.166
Epoch  56 Batch  220/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.173
Epoch  56 Batch  221/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.174
Epoch  56 Batch  222/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.935, Loss:  0.148
Epoch  56 Batch  223/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.936, Loss:  0.131
Epoch  56 Batch  224/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.936, Loss:  0.162
Epoch  56 Batch  225/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.936, Loss:  0.176
Epoch  56 Batch  226/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.159
Epoch  56 Batch  227/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.931, Loss:  0.188
Epoch  56 Batch  228/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.172
Epoch  56 Batch  229/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.934, Loss:  0.175
Epoch  56 Batch  230/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.934, Loss:  0.150
Epoch  56 Batch  231/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.184
Epoch  56 Batch  232/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.934, Loss:  0.153
Epoch  56 Batch  233/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.179
Epoch  56 Batch  234/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.934, Loss:  0.195
Epoch  56 Batch  235/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.934, Loss:  0.165
Epoch  56 Batch  236/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.188
Epoch  56 Batch  237/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.136
Epoch  56 Batch  238/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.180
Epoch  56 Batch  239/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.929, Loss:  0.147
Epoch  56 Batch  240/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.929, Loss:  0.154
Epoch  56 Batch  241/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.929, Loss:  0.155
Epoch  56 Batch  242/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.153
Epoch  56 Batch  243/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.186
Epoch  56 Batch  244/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.170
Epoch  56 Batch  245/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.142
Epoch  56 Batch  246/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.157
Epoch  56 Batch  247/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.155
Epoch  56 Batch  248/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.933, Loss:  0.157
Epoch  56 Batch  249/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.933, Loss:  0.158
Epoch  56 Batch  250/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.929, Loss:  0.158
Epoch  56 Batch  251/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.167
Epoch  56 Batch  252/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.154
Epoch  56 Batch  253/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.927, Loss:  0.169
Epoch  56 Batch  254/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.927, Loss:  0.156
Epoch  56 Batch  255/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.168
Epoch  56 Batch  256/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.931, Loss:  0.207
Epoch  56 Batch  257/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.930, Loss:  0.166
Epoch  56 Batch  258/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.159
Epoch  56 Batch  259/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.159
Epoch  56 Batch  260/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.162
Epoch  56 Batch  261/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.933, Loss:  0.155
Epoch  56 Batch  262/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.933, Loss:  0.150
Epoch  56 Batch  263/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.928, Loss:  0.155
Epoch  56 Batch  264/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.173
Epoch  56 Batch  265/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.157
Epoch  56 Batch  266/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.930, Loss:  0.176
Epoch  56 Batch  267/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.925, Loss:  0.133
Epoch  56 Batch  268/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.926, Loss:  0.172
Epoch  56 Batch  269/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.198
Epoch  56 Batch  270/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.170
Epoch  56 Batch  271/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.150
Epoch  56 Batch  272/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.920, Loss:  0.240
Epoch  56 Batch  273/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.157
Epoch  56 Batch  274/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.918, Loss:  0.174
Epoch  56 Batch  275/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.171
Epoch  56 Batch  276/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.924, Loss:  0.210
Epoch  56 Batch  277/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.929, Loss:  0.147
Epoch  56 Batch  278/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.929, Loss:  0.197
Epoch  56 Batch  279/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.929, Loss:  0.213
Epoch  56 Batch  280/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.928, Loss:  0.179
Epoch  56 Batch  281/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.929, Loss:  0.199
Epoch  56 Batch  282/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.929, Loss:  0.200
Epoch  56 Batch  283/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.929, Loss:  0.174
Epoch  56 Batch  284/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.182
Epoch  56 Batch  285/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.171
Epoch  56 Batch  286/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.163
Epoch  56 Batch  287/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.164
Epoch  56 Batch  288/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.185
Epoch  56 Batch  289/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.157
Epoch  56 Batch  290/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.927, Loss:  0.204
Epoch  56 Batch  291/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.190
Epoch  56 Batch  292/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.928, Loss:  0.155
Epoch  56 Batch  293/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.181
Epoch  56 Batch  294/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.928, Loss:  0.158
Epoch  56 Batch  295/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.186
Epoch  56 Batch  296/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.155
Epoch  56 Batch  297/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.924, Loss:  0.201
Epoch  56 Batch  298/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.192
Epoch  56 Batch  299/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.918, Loss:  0.160
Epoch  56 Batch  300/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.921, Loss:  0.138
Epoch  56 Batch  301/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.167
Epoch  56 Batch  302/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.918, Loss:  0.132
Epoch  56 Batch  303/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.921, Loss:  0.190
Epoch  56 Batch  304/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.916, Loss:  0.162
Epoch  56 Batch  305/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.182
Epoch  56 Batch  306/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.916, Loss:  0.164
Epoch  56 Batch  307/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.170
Epoch  56 Batch  308/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.922, Loss:  0.201
Epoch  56 Batch  309/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.147
Epoch  56 Batch  310/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.926, Loss:  0.167
Epoch  56 Batch  311/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.155
Epoch  56 Batch  312/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.916, Loss:  0.184
Epoch  56 Batch  313/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.913, Loss:  0.160
Epoch  56 Batch  314/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.914, Loss:  0.169
Epoch  56 Batch  315/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.914, Loss:  0.148
Epoch  56 Batch  316/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.914, Loss:  0.152
Epoch  56 Batch  317/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.911, Loss:  0.183
Epoch  56 Batch  318/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.142
Epoch  56 Batch  319/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.916, Loss:  0.166
Epoch  56 Batch  320/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.911, Loss:  0.176
Epoch  56 Batch  321/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.911, Loss:  0.164
Epoch  56 Batch  322/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.911, Loss:  0.141
Epoch  56 Batch  323/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.916, Loss:  0.185
Epoch  56 Batch  324/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.916, Loss:  0.169
Epoch  56 Batch  325/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.168
Epoch  56 Batch  326/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.915, Loss:  0.157
Epoch  56 Batch  327/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.915, Loss:  0.175
Epoch  56 Batch  328/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.917, Loss:  0.191
Epoch  56 Batch  329/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.912, Loss:  0.171
Epoch  56 Batch  330/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.912, Loss:  0.161
Epoch  56 Batch  331/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.907, Loss:  0.156
Epoch  56 Batch  332/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.912, Loss:  0.140
Epoch  56 Batch  333/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.912, Loss:  0.154
Epoch  56 Batch  334/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.907, Loss:  0.178
Epoch  56 Batch  335/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.907, Loss:  0.160
Epoch  56 Batch  336/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.907, Loss:  0.193
Epoch  56 Batch  337/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.909, Loss:  0.183
Epoch  56 Batch  338/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.919, Loss:  0.192
Epoch  56 Batch  339/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.915, Loss:  0.129
Epoch  56 Batch  340/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.915, Loss:  0.152
Epoch  56 Batch  341/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.916, Loss:  0.211
Epoch  56 Batch  342/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.918, Loss:  0.155
Epoch  56 Batch  343/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.920, Loss:  0.162
Epoch  56 Batch  344/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.181
Epoch  56 Batch  345/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.158
Epoch  56 Batch  346/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.169
Epoch  56 Batch  347/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.928, Loss:  0.145
Epoch  56 Batch  348/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.933, Loss:  0.139
Epoch  56 Batch  349/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.933, Loss:  0.159
Epoch  56 Batch  350/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.160
Epoch  56 Batch  351/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.167
Epoch  56 Batch  352/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.161
Epoch  56 Batch  353/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.929, Loss:  0.191
Epoch  56 Batch  354/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.929, Loss:  0.190
Epoch  56 Batch  355/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.929, Loss:  0.193
Epoch  56 Batch  356/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.175
Epoch  56 Batch  357/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.152
Epoch  56 Batch  358/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.180
Epoch  56 Batch  359/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.176
Epoch  56 Batch  360/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.169
Epoch  56 Batch  361/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.159
Epoch  56 Batch  362/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.165
Epoch  56 Batch  363/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.926, Loss:  0.197
Epoch  56 Batch  364/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.925, Loss:  0.185
Epoch  56 Batch  365/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.150
Epoch  56 Batch  366/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.154
Epoch  56 Batch  367/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.139
Epoch  56 Batch  368/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.922, Loss:  0.158
Epoch  56 Batch  369/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.161
Epoch  56 Batch  370/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.164
Epoch  56 Batch  371/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.156
Epoch  56 Batch  372/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.926, Loss:  0.154
Epoch  56 Batch  373/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.926, Loss:  0.142
Epoch  56 Batch  374/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.926, Loss:  0.184
Epoch  56 Batch  375/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.926, Loss:  0.157
Epoch  56 Batch  376/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.179
Epoch  56 Batch  377/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.167
Epoch  56 Batch  378/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.146
Epoch  56 Batch  379/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.926, Loss:  0.198
Epoch  56 Batch  380/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.152
Epoch  56 Batch  381/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.180
Epoch  56 Batch  382/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.196
Epoch  56 Batch  383/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.180
Epoch  56 Batch  384/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.161
Epoch  56 Batch  385/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.910, Loss:  0.164
Epoch  56 Batch  386/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.913, Loss:  0.163
Epoch  56 Batch  387/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.917, Loss:  0.162
Epoch  56 Batch  388/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.172
Epoch  56 Batch  389/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.174
Epoch  56 Batch  390/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.919, Loss:  0.182
Epoch  56 Batch  391/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.178
Epoch  56 Batch  392/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.919, Loss:  0.177
Epoch  56 Batch  393/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.154
Epoch  56 Batch  394/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.924, Loss:  0.170
Epoch  56 Batch  395/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.922, Loss:  0.175
Epoch  56 Batch  396/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.930, Loss:  0.189
Epoch  56 Batch  397/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.184
Epoch  56 Batch  398/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.182
Epoch  56 Batch  399/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.927, Loss:  0.185
Epoch  56 Batch  400/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.185
Epoch  56 Batch  401/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.160
Epoch  56 Batch  402/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.154
Epoch  56 Batch  403/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.933, Loss:  0.179
Epoch  56 Batch  404/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.933, Loss:  0.158
Epoch  56 Batch  405/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.183
Epoch  56 Batch  406/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.934, Loss:  0.128
Epoch  56 Batch  407/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.192
Epoch  56 Batch  408/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.181
Epoch  56 Batch  409/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.937, Loss:  0.186
Epoch  56 Batch  410/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.937, Loss:  0.198
Epoch  56 Batch  411/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.933, Loss:  0.171
Epoch  56 Batch  412/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.933, Loss:  0.157
Epoch  56 Batch  413/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.147
Epoch  56 Batch  414/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.167
Epoch  56 Batch  415/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.165
Epoch  56 Batch  416/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.174
Epoch  56 Batch  417/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.228
Epoch  56 Batch  418/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.161
Epoch  56 Batch  419/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.171
Epoch  56 Batch  420/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.158
Epoch  56 Batch  421/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.187
Epoch  56 Batch  422/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.149
Epoch  56 Batch  423/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.163
Epoch  56 Batch  424/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.917, Loss:  0.157
Epoch  56 Batch  425/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.917, Loss:  0.146
Epoch  56 Batch  426/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.917, Loss:  0.188
Epoch  56 Batch  427/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.174
Epoch  56 Batch  428/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.916, Loss:  0.155
Epoch  56 Batch  429/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.918, Loss:  0.144
Epoch  56 Batch  430/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.919, Loss:  0.142
Epoch  56 Batch  431/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.165
Epoch  56 Batch  432/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.179
Epoch  56 Batch  433/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.929, Loss:  0.178
Epoch  56 Batch  434/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.157
Epoch  56 Batch  435/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.928, Loss:  0.173
Epoch  56 Batch  436/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.178
Epoch  56 Batch  437/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.158
Epoch  56 Batch  438/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.152
Epoch  56 Batch  439/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.926, Loss:  0.181
Epoch  56 Batch  440/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.931, Loss:  0.180
Epoch  56 Batch  441/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.931, Loss:  0.169
Epoch  56 Batch  442/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.164
Epoch  56 Batch  443/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.931, Loss:  0.153
Epoch  56 Batch  444/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.157
Epoch  56 Batch  445/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.158
Epoch  56 Batch  446/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.138
Epoch  56 Batch  447/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.934, Loss:  0.168
Epoch  56 Batch  448/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.929, Loss:  0.199
Epoch  56 Batch  449/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.187
Epoch  56 Batch  450/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.187
Epoch  56 Batch  451/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.151
Epoch  56 Batch  452/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.180
Epoch  56 Batch  453/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.168
Epoch  56 Batch  454/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.176
Epoch  56 Batch  455/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.930, Loss:  0.173
Epoch  56 Batch  456/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.151
Epoch  56 Batch  457/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.155
Epoch  56 Batch  458/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.197
Epoch  56 Batch  459/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.159
Epoch  56 Batch  460/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.933, Loss:  0.171
Epoch  56 Batch  461/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.933, Loss:  0.167
Epoch  56 Batch  462/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.155
Epoch  56 Batch  463/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.933, Loss:  0.185
Epoch  56 Batch  464/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.933, Loss:  0.168
Epoch  56 Batch  465/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.933, Loss:  0.171
Epoch  56 Batch  466/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.164
Epoch  56 Batch  467/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.933, Loss:  0.183
Epoch  56 Batch  468/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.176
Epoch  56 Batch  469/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.157
Epoch  56 Batch  470/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.924, Loss:  0.163
Epoch  56 Batch  471/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.924, Loss:  0.148
Epoch  56 Batch  472/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.141
Epoch  56 Batch  473/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.177
Epoch  56 Batch  474/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.928, Loss:  0.165
Epoch  56 Batch  475/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.163
Epoch  56 Batch  476/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.162
Epoch  56 Batch  477/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.928, Loss:  0.142
Epoch  56 Batch  478/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.174
Epoch  56 Batch  479/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.928, Loss:  0.161
Epoch  56 Batch  480/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.173
Epoch  56 Batch  481/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.922, Loss:  0.179
Epoch  56 Batch  482/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.932, Loss:  0.193
Epoch  56 Batch  483/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.933, Loss:  0.180
Epoch  56 Batch  484/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.933, Loss:  0.196
Epoch  56 Batch  485/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.154
Epoch  56 Batch  486/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.933, Loss:  0.160
Epoch  56 Batch  487/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.933, Loss:  0.156
Epoch  56 Batch  488/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.933, Loss:  0.169
Epoch  56 Batch  489/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.152
Epoch  56 Batch  490/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.160
Epoch  56 Batch  491/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.173
Epoch  56 Batch  492/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.187
Epoch  56 Batch  493/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.155
Epoch  56 Batch  494/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.935, Loss:  0.158
Epoch  56 Batch  495/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.153
Epoch  56 Batch  496/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.178
Epoch  56 Batch  497/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.178
Epoch  56 Batch  498/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.174
Epoch  56 Batch  499/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.925, Loss:  0.149
Epoch  56 Batch  500/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.922, Loss:  0.151
Epoch  56 Batch  501/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.152
Epoch  56 Batch  502/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.925, Loss:  0.157
Epoch  56 Batch  503/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.158
Epoch  56 Batch  504/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.163
Epoch  56 Batch  505/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.137
Epoch  56 Batch  506/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.169
Epoch  56 Batch  507/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.926, Loss:  0.169
Epoch  56 Batch  508/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.151
Epoch  56 Batch  509/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.197
Epoch  56 Batch  510/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.930, Loss:  0.162
Epoch  56 Batch  511/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.150
Epoch  56 Batch  512/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.933, Loss:  0.166
Epoch  56 Batch  513/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.933, Loss:  0.175
Epoch  56 Batch  514/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.933, Loss:  0.178
Epoch  56 Batch  515/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.932, Loss:  0.150
Epoch  56 Batch  516/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.147
Epoch  56 Batch  517/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.932, Loss:  0.156
Epoch  56 Batch  518/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.156
Epoch  56 Batch  519/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.160
Epoch  56 Batch  520/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.160
Epoch  56 Batch  521/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.924, Loss:  0.169
Epoch  56 Batch  522/1077 - Train Accuracy:  0.866, Validation Accuracy:  0.923, Loss:  0.180
Epoch  56 Batch  523/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.164
Epoch  56 Batch  524/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.184
Epoch  56 Batch  525/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.927, Loss:  0.178
Epoch  56 Batch  526/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.153
Epoch  56 Batch  527/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.150
Epoch  56 Batch  528/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.164
Epoch  56 Batch  529/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.152
Epoch  56 Batch  530/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.927, Loss:  0.170
Epoch  56 Batch  531/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.176
Epoch  56 Batch  532/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.930, Loss:  0.187
Epoch  56 Batch  533/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.204
Epoch  56 Batch  534/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.164
Epoch  56 Batch  535/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.157
Epoch  56 Batch  536/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.148
Epoch  56 Batch  537/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.161
Epoch  56 Batch  538/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.133
Epoch  56 Batch  539/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.186
Epoch  56 Batch  540/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.929, Loss:  0.137
Epoch  56 Batch  541/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.929, Loss:  0.166
Epoch  56 Batch  542/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.165
Epoch  56 Batch  543/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.181
Epoch  56 Batch  544/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.923, Loss:  0.138
Epoch  56 Batch  545/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.176
Epoch  56 Batch  546/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.176
Epoch  56 Batch  547/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.167
Epoch  56 Batch  548/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.178
Epoch  56 Batch  549/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.925, Loss:  0.206
Epoch  56 Batch  550/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.925, Loss:  0.168
Epoch  56 Batch  551/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.171
Epoch  56 Batch  552/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.172
Epoch  56 Batch  553/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.193
Epoch  56 Batch  554/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.923, Loss:  0.140
Epoch  56 Batch  555/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.152
Epoch  56 Batch  556/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.923, Loss:  0.143
Epoch  56 Batch  557/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.178
Epoch  56 Batch  558/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.167
Epoch  56 Batch  559/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.155
Epoch  56 Batch  560/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.929, Loss:  0.155
Epoch  56 Batch  561/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.156
Epoch  56 Batch  562/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.135
Epoch  56 Batch  563/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.925, Loss:  0.208
Epoch  56 Batch  564/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.180
Epoch  56 Batch  565/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.174
Epoch  56 Batch  566/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.191
Epoch  56 Batch  567/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.163
Epoch  56 Batch  568/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.155
Epoch  56 Batch  569/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.184
Epoch  56 Batch  570/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.179
Epoch  56 Batch  571/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.150
Epoch  56 Batch  572/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.158
Epoch  56 Batch  573/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.194
Epoch  56 Batch  574/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.171
Epoch  56 Batch  575/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.149
Epoch  56 Batch  576/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.926, Loss:  0.154
Epoch  56 Batch  577/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.181
Epoch  56 Batch  578/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.926, Loss:  0.187
Epoch  56 Batch  579/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.141
Epoch  56 Batch  580/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.145
Epoch  56 Batch  581/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.929, Loss:  0.135
Epoch  56 Batch  582/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.927, Loss:  0.171
Epoch  56 Batch  583/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.173
Epoch  56 Batch  584/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.161
Epoch  56 Batch  585/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.124
Epoch  56 Batch  586/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.157
Epoch  56 Batch  587/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.923, Loss:  0.153
Epoch  56 Batch  588/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.917, Loss:  0.155
Epoch  56 Batch  589/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.913, Loss:  0.153
Epoch  56 Batch  590/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.915, Loss:  0.167
Epoch  56 Batch  591/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.160
Epoch  56 Batch  592/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.915, Loss:  0.190
Epoch  56 Batch  593/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.179
Epoch  56 Batch  594/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.161
Epoch  56 Batch  595/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.176
Epoch  56 Batch  596/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.928, Loss:  0.196
Epoch  56 Batch  597/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.151
Epoch  56 Batch  598/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.161
Epoch  56 Batch  599/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.217
Epoch  56 Batch  600/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.164
Epoch  56 Batch  601/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.931, Loss:  0.184
Epoch  56 Batch  602/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.932, Loss:  0.182
Epoch  56 Batch  603/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.181
Epoch  56 Batch  604/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.177
Epoch  56 Batch  605/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.205
Epoch  56 Batch  606/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.156
Epoch  56 Batch  607/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.934, Loss:  0.166
Epoch  56 Batch  608/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.179
Epoch  56 Batch  609/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.934, Loss:  0.176
Epoch  56 Batch  610/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.934, Loss:  0.189
Epoch  56 Batch  611/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.180
Epoch  56 Batch  612/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.934, Loss:  0.136
Epoch  56 Batch  613/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.170
Epoch  56 Batch  614/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.930, Loss:  0.137
Epoch  56 Batch  615/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.158
Epoch  56 Batch  616/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.171
Epoch  56 Batch  617/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.175
Epoch  56 Batch  618/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.929, Loss:  0.149
Epoch  56 Batch  619/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.929, Loss:  0.140
Epoch  56 Batch  620/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.929, Loss:  0.141
Epoch  56 Batch  621/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.929, Loss:  0.158
Epoch  56 Batch  622/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.167
Epoch  56 Batch  623/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.932, Loss:  0.178
Epoch  56 Batch  624/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.167
Epoch  56 Batch  625/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.155
Epoch  56 Batch  626/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.149
Epoch  56 Batch  627/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.167
Epoch  56 Batch  628/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.934, Loss:  0.181
Epoch  56 Batch  629/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.178
Epoch  56 Batch  630/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.176
Epoch  56 Batch  631/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.173
Epoch  56 Batch  632/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.155
Epoch  56 Batch  633/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.168
Epoch  56 Batch  634/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.130
Epoch  56 Batch  635/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.927, Loss:  0.218
Epoch  56 Batch  636/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.162
Epoch  56 Batch  637/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.164
Epoch  56 Batch  638/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.170
Epoch  56 Batch  639/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.181
Epoch  56 Batch  640/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.148
Epoch  56 Batch  641/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.162
Epoch  56 Batch  642/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.176
Epoch  56 Batch  643/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.927, Loss:  0.121
Epoch  56 Batch  644/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.148
Epoch  56 Batch  645/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.160
Epoch  56 Batch  646/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.157
Epoch  56 Batch  647/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.161
Epoch  56 Batch  648/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.142
Epoch  56 Batch  649/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.166
Epoch  56 Batch  650/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.178
Epoch  56 Batch  651/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.167
Epoch  56 Batch  652/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.178
Epoch  56 Batch  653/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.188
Epoch  56 Batch  654/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.136
Epoch  56 Batch  655/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.184
Epoch  56 Batch  656/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.162
Epoch  56 Batch  657/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.190
Epoch  56 Batch  658/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.933, Loss:  0.146
Epoch  56 Batch  659/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.155
Epoch  56 Batch  660/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.169
Epoch  56 Batch  661/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.931, Loss:  0.144
Epoch  56 Batch  662/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.145
Epoch  56 Batch  663/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.144
Epoch  56 Batch  664/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.169
Epoch  56 Batch  665/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.164
Epoch  56 Batch  666/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.935, Loss:  0.165
Epoch  56 Batch  667/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.171
Epoch  56 Batch  668/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.176
Epoch  56 Batch  669/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.164
Epoch  56 Batch  670/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.924, Loss:  0.161
Epoch  56 Batch  671/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.924, Loss:  0.172
Epoch  56 Batch  672/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.152
Epoch  56 Batch  673/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.924, Loss:  0.158
Epoch  56 Batch  674/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.928, Loss:  0.166
Epoch  56 Batch  675/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.185
Epoch  56 Batch  676/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.161
Epoch  56 Batch  677/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.191
Epoch  56 Batch  678/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.143
Epoch  56 Batch  679/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.164
Epoch  56 Batch  680/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.918, Loss:  0.156
Epoch  56 Batch  681/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.912, Loss:  0.173
Epoch  56 Batch  682/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.912, Loss:  0.165
Epoch  56 Batch  683/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.911, Loss:  0.162
Epoch  56 Batch  684/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.911, Loss:  0.163
Epoch  56 Batch  685/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.179
Epoch  56 Batch  686/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.915, Loss:  0.169
Epoch  56 Batch  687/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.185
Epoch  56 Batch  688/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.915, Loss:  0.154
Epoch  56 Batch  689/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.915, Loss:  0.131
Epoch  56 Batch  690/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.157
Epoch  56 Batch  691/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.920, Loss:  0.183
Epoch  56 Batch  692/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.173
Epoch  56 Batch  693/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.917, Loss:  0.215
Epoch  56 Batch  694/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.917, Loss:  0.169
Epoch  56 Batch  695/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.917, Loss:  0.151
Epoch  56 Batch  696/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.917, Loss:  0.184
Epoch  56 Batch  697/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.154
Epoch  56 Batch  698/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.918, Loss:  0.150
Epoch  56 Batch  699/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.152
Epoch  56 Batch  700/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.143
Epoch  56 Batch  701/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.174
Epoch  56 Batch  702/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.199
Epoch  56 Batch  703/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.166
Epoch  56 Batch  704/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.925, Loss:  0.207
Epoch  56 Batch  705/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.183
Epoch  56 Batch  706/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.203
Epoch  56 Batch  707/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.178
Epoch  56 Batch  708/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.157
Epoch  56 Batch  709/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.925, Loss:  0.177
Epoch  56 Batch  710/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.177
Epoch  56 Batch  711/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.178
Epoch  56 Batch  712/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.924, Loss:  0.169
Epoch  56 Batch  713/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.152
Epoch  56 Batch  714/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.165
Epoch  56 Batch  715/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.923, Loss:  0.198
Epoch  56 Batch  716/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.921, Loss:  0.131
Epoch  56 Batch  717/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.920, Loss:  0.147
Epoch  56 Batch  718/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.152
Epoch  56 Batch  719/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.156
Epoch  56 Batch  720/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.191
Epoch  56 Batch  721/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.174
Epoch  56 Batch  722/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.159
Epoch  56 Batch  723/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.150
Epoch  56 Batch  724/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.164
Epoch  56 Batch  725/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.136
Epoch  56 Batch  726/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.938, Loss:  0.160
Epoch  56 Batch  727/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.937, Loss:  0.162
Epoch  56 Batch  728/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.937, Loss:  0.169
Epoch  56 Batch  729/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.176
Epoch  56 Batch  730/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.181
Epoch  56 Batch  731/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.191
Epoch  56 Batch  732/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.917, Loss:  0.180
Epoch  56 Batch  733/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.921, Loss:  0.170
Epoch  56 Batch  734/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.919, Loss:  0.185
Epoch  56 Batch  735/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.915, Loss:  0.146
Epoch  56 Batch  736/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.160
Epoch  56 Batch  737/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.920, Loss:  0.170
Epoch  56 Batch  738/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.137
Epoch  56 Batch  739/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.920, Loss:  0.150
Epoch  56 Batch  740/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.920, Loss:  0.162
Epoch  56 Batch  741/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.920, Loss:  0.185
Epoch  56 Batch  742/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.923, Loss:  0.159
Epoch  56 Batch  743/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.925, Loss:  0.159
Epoch  56 Batch  744/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.157
Epoch  56 Batch  745/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.185
Epoch  56 Batch  746/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.926, Loss:  0.166
Epoch  56 Batch  747/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.158
Epoch  56 Batch  748/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.922, Loss:  0.147
Epoch  56 Batch  749/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.922, Loss:  0.162
Epoch  56 Batch  750/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.167
Epoch  56 Batch  751/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.180
Epoch  56 Batch  752/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.157
Epoch  56 Batch  753/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.916, Loss:  0.168
Epoch  56 Batch  754/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.921, Loss:  0.166
Epoch  56 Batch  755/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.920, Loss:  0.167
Epoch  56 Batch  756/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.155
Epoch  56 Batch  757/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.921, Loss:  0.182
Epoch  56 Batch  758/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.143
Epoch  56 Batch  759/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.925, Loss:  0.150
Epoch  56 Batch  760/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.165
Epoch  56 Batch  761/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.168
Epoch  56 Batch  762/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.157
Epoch  56 Batch  763/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.142
Epoch  56 Batch  764/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.925, Loss:  0.166
Epoch  56 Batch  765/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.158
Epoch  56 Batch  766/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.184
Epoch  56 Batch  767/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.157
Epoch  56 Batch  768/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.152
Epoch  56 Batch  769/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.171
Epoch  56 Batch  770/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.924, Loss:  0.166
Epoch  56 Batch  771/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.185
Epoch  56 Batch  772/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.933, Loss:  0.154
Epoch  56 Batch  773/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.927, Loss:  0.166
Epoch  56 Batch  774/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.927, Loss:  0.151
Epoch  56 Batch  775/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.152
Epoch  56 Batch  776/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.141
Epoch  56 Batch  777/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.930, Loss:  0.173
Epoch  56 Batch  778/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.149
Epoch  56 Batch  779/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.931, Loss:  0.173
Epoch  56 Batch  780/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.931, Loss:  0.198
Epoch  56 Batch  781/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.931, Loss:  0.147
Epoch  56 Batch  782/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.154
Epoch  56 Batch  783/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.183
Epoch  56 Batch  784/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.141
Epoch  56 Batch  785/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.922, Loss:  0.160
Epoch  56 Batch  786/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.165
Epoch  56 Batch  787/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.161
Epoch  56 Batch  788/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.159
Epoch  56 Batch  789/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.166
Epoch  56 Batch  790/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.922, Loss:  0.175
Epoch  56 Batch  791/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.922, Loss:  0.179
Epoch  56 Batch  792/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.176
Epoch  56 Batch  793/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.152
Epoch  56 Batch  794/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.930, Loss:  0.175
Epoch  56 Batch  795/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.184
Epoch  56 Batch  796/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.163
Epoch  56 Batch  797/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.164
Epoch  56 Batch  798/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.155
Epoch  56 Batch  799/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.926, Loss:  0.206
Epoch  56 Batch  800/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.930, Loss:  0.168
Epoch  56 Batch  801/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.188
Epoch  56 Batch  802/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.189
Epoch  56 Batch  803/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.168
Epoch  56 Batch  804/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.169
Epoch  56 Batch  805/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.926, Loss:  0.166
Epoch  56 Batch  806/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.163
Epoch  56 Batch  807/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.134
Epoch  56 Batch  808/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.926, Loss:  0.191
Epoch  56 Batch  809/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.200
Epoch  56 Batch  810/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.151
Epoch  56 Batch  811/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.153
Epoch  56 Batch  812/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.176
Epoch  56 Batch  813/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.165
Epoch  56 Batch  814/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.167
Epoch  56 Batch  815/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.926, Loss:  0.158
Epoch  56 Batch  816/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.178
Epoch  56 Batch  817/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.178
Epoch  56 Batch  818/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.170
Epoch  56 Batch  819/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.159
Epoch  56 Batch  820/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.919, Loss:  0.161
Epoch  56 Batch  821/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.159
Epoch  56 Batch  822/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.919, Loss:  0.171
Epoch  56 Batch  823/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.919, Loss:  0.184
Epoch  56 Batch  824/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.919, Loss:  0.159
Epoch  56 Batch  825/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.927, Loss:  0.142
Epoch  56 Batch  826/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.922, Loss:  0.148
Epoch  56 Batch  827/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.922, Loss:  0.172
Epoch  56 Batch  828/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.918, Loss:  0.161
Epoch  56 Batch  829/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.918, Loss:  0.204
Epoch  56 Batch  830/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.919, Loss:  0.175
Epoch  56 Batch  831/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.919, Loss:  0.171
Epoch  56 Batch  832/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.919, Loss:  0.164
Epoch  56 Batch  833/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.175
Epoch  56 Batch  834/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.179
Epoch  56 Batch  835/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.919, Loss:  0.187
Epoch  56 Batch  836/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.917, Loss:  0.163
Epoch  56 Batch  837/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.183
Epoch  56 Batch  838/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.163
Epoch  56 Batch  839/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.924, Loss:  0.164
Epoch  56 Batch  840/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.135
Epoch  56 Batch  841/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.167
Epoch  56 Batch  842/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.166
Epoch  56 Batch  843/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.929, Loss:  0.178
Epoch  56 Batch  844/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.142
Epoch  56 Batch  845/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.167
Epoch  56 Batch  846/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.925, Loss:  0.174
Epoch  56 Batch  847/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.172
Epoch  56 Batch  848/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.918, Loss:  0.173
Epoch  56 Batch  849/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.918, Loss:  0.149
Epoch  56 Batch  850/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.918, Loss:  0.187
Epoch  56 Batch  851/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.919, Loss:  0.183
Epoch  56 Batch  852/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.920, Loss:  0.197
Epoch  56 Batch  853/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.918, Loss:  0.136
Epoch  56 Batch  854/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.166
Epoch  56 Batch  855/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.918, Loss:  0.157
Epoch  56 Batch  856/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.918, Loss:  0.178
Epoch  56 Batch  857/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.147
Epoch  56 Batch  858/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.916, Loss:  0.159
Epoch  56 Batch  859/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.916, Loss:  0.170
Epoch  56 Batch  860/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.916, Loss:  0.157
Epoch  56 Batch  861/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.916, Loss:  0.169
Epoch  56 Batch  862/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.916, Loss:  0.176
Epoch  56 Batch  863/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.159
Epoch  56 Batch  864/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.161
Epoch  56 Batch  865/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.163
Epoch  56 Batch  866/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.165
Epoch  56 Batch  867/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.926, Loss:  0.202
Epoch  56 Batch  868/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.183
Epoch  56 Batch  869/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.922, Loss:  0.158
Epoch  56 Batch  870/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.182
Epoch  56 Batch  871/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.159
Epoch  56 Batch  872/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.151
Epoch  56 Batch  873/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.166
Epoch  56 Batch  874/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.930, Loss:  0.172
Epoch  56 Batch  875/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.183
Epoch  56 Batch  876/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.935, Loss:  0.164
Epoch  56 Batch  877/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.144
Epoch  56 Batch  878/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.164
Epoch  56 Batch  879/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.160
Epoch  56 Batch  880/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.170
Epoch  56 Batch  881/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.186
Epoch  56 Batch  882/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.185
Epoch  56 Batch  883/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.200
Epoch  56 Batch  884/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.925, Loss:  0.162
Epoch  56 Batch  885/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.130
Epoch  56 Batch  886/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.172
Epoch  56 Batch  887/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.921, Loss:  0.192
Epoch  56 Batch  888/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.921, Loss:  0.132
Epoch  56 Batch  889/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.169
Epoch  56 Batch  890/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.926, Loss:  0.161
Epoch  56 Batch  891/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.146
Epoch  56 Batch  892/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.927, Loss:  0.140
Epoch  56 Batch  893/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.148
Epoch  56 Batch  894/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.162
Epoch  56 Batch  895/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.172
Epoch  56 Batch  896/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.921, Loss:  0.189
Epoch  56 Batch  897/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.137
Epoch  56 Batch  898/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.916, Loss:  0.147
Epoch  56 Batch  899/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.183
Epoch  56 Batch  900/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.182
Epoch  56 Batch  901/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.931, Loss:  0.185
Epoch  56 Batch  902/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.927, Loss:  0.186
Epoch  56 Batch  903/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.931, Loss:  0.162
Epoch  56 Batch  904/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.149
Epoch  56 Batch  905/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.931, Loss:  0.135
Epoch  56 Batch  906/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.932, Loss:  0.160
Epoch  56 Batch  907/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.932, Loss:  0.169
Epoch  56 Batch  908/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.937, Loss:  0.177
Epoch  56 Batch  909/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.936, Loss:  0.176
Epoch  56 Batch  910/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.158
Epoch  56 Batch  911/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.164
Epoch  56 Batch  912/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.929, Loss:  0.178
Epoch  56 Batch  913/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.934, Loss:  0.195
Epoch  56 Batch  914/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.214
Epoch  56 Batch  915/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.930, Loss:  0.161
Epoch  56 Batch  916/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.173
Epoch  56 Batch  917/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.930, Loss:  0.156
Epoch  56 Batch  918/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.163
Epoch  56 Batch  919/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.152
Epoch  56 Batch  920/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.191
Epoch  56 Batch  921/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.159
Epoch  56 Batch  922/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.165
Epoch  56 Batch  923/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.151
Epoch  56 Batch  924/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.934, Loss:  0.200
Epoch  56 Batch  925/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.934, Loss:  0.162
Epoch  56 Batch  926/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.934, Loss:  0.188
Epoch  56 Batch  927/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.934, Loss:  0.185
Epoch  56 Batch  928/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.171
Epoch  56 Batch  929/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.180
Epoch  56 Batch  930/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.934, Loss:  0.156
Epoch  56 Batch  931/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.163
Epoch  56 Batch  932/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.933, Loss:  0.163
Epoch  56 Batch  933/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.935, Loss:  0.180
Epoch  56 Batch  934/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.935, Loss:  0.173
Epoch  56 Batch  935/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.937, Loss:  0.159
Epoch  56 Batch  936/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.937, Loss:  0.189
Epoch  56 Batch  937/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.189
Epoch  56 Batch  938/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.938, Loss:  0.175
Epoch  56 Batch  939/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.938, Loss:  0.210
Epoch  56 Batch  940/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.933, Loss:  0.137
Epoch  56 Batch  941/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.164
Epoch  56 Batch  942/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.932, Loss:  0.182
Epoch  56 Batch  943/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.151
Epoch  56 Batch  944/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.931, Loss:  0.151
Epoch  56 Batch  945/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.931, Loss:  0.174
Epoch  56 Batch  946/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.931, Loss:  0.151
Epoch  56 Batch  947/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.929, Loss:  0.189
Epoch  56 Batch  948/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.173
Epoch  56 Batch  949/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.930, Loss:  0.145
Epoch  56 Batch  950/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.934, Loss:  0.161
Epoch  56 Batch  951/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.180
Epoch  56 Batch  952/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.153
Epoch  56 Batch  953/1077 - Train Accuracy:  0.969, Validation Accuracy:  0.925, Loss:  0.146
Epoch  56 Batch  954/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.929, Loss:  0.165
Epoch  56 Batch  955/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.168
Epoch  56 Batch  956/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.171
Epoch  56 Batch  957/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.929, Loss:  0.171
Epoch  56 Batch  958/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.168
Epoch  56 Batch  959/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.156
Epoch  56 Batch  960/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.161
Epoch  56 Batch  961/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.938, Loss:  0.180
Epoch  56 Batch  962/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.161
Epoch  56 Batch  963/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.214
Epoch  56 Batch  964/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.145
Epoch  56 Batch  965/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.925, Loss:  0.187
Epoch  56 Batch  966/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.129
Epoch  56 Batch  967/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.926, Loss:  0.145
Epoch  56 Batch  968/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.928, Loss:  0.206
Epoch  56 Batch  969/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.927, Loss:  0.207
Epoch  56 Batch  970/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.183
Epoch  56 Batch  971/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.163
Epoch  56 Batch  972/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.935, Loss:  0.153
Epoch  56 Batch  973/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.935, Loss:  0.132
Epoch  56 Batch  974/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.157
Epoch  56 Batch  975/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.925, Loss:  0.158
Epoch  56 Batch  976/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.148
Epoch  56 Batch  977/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.150
Epoch  56 Batch  978/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.184
Epoch  56 Batch  979/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.180
Epoch  56 Batch  980/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.171
Epoch  56 Batch  981/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.925, Loss:  0.159
Epoch  56 Batch  982/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.156
Epoch  56 Batch  983/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.929, Loss:  0.161
Epoch  56 Batch  984/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.929, Loss:  0.165
Epoch  56 Batch  985/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.162
Epoch  56 Batch  986/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.168
Epoch  56 Batch  987/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.150
Epoch  56 Batch  988/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.188
Epoch  56 Batch  989/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.172
Epoch  56 Batch  990/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.927, Loss:  0.187
Epoch  56 Batch  991/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.172
Epoch  56 Batch  992/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.930, Loss:  0.158
Epoch  56 Batch  993/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.146
Epoch  56 Batch  994/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.172
Epoch  56 Batch  995/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.160
Epoch  56 Batch  996/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.148
Epoch  56 Batch  997/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.150
Epoch  56 Batch  998/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.929, Loss:  0.158
Epoch  56 Batch  999/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.154
Epoch  56 Batch 1000/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.934, Loss:  0.169
Epoch  56 Batch 1001/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.145
Epoch  56 Batch 1002/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.923, Loss:  0.154
Epoch  56 Batch 1003/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.162
Epoch  56 Batch 1004/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.915, Loss:  0.188
Epoch  56 Batch 1005/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.911, Loss:  0.155
Epoch  56 Batch 1006/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.913, Loss:  0.139
Epoch  56 Batch 1007/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.918, Loss:  0.156
Epoch  56 Batch 1008/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.913, Loss:  0.195
Epoch  56 Batch 1009/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.913, Loss:  0.139
Epoch  56 Batch 1010/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.913, Loss:  0.164
Epoch  56 Batch 1011/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.907, Loss:  0.162
Epoch  56 Batch 1012/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.907, Loss:  0.150
Epoch  56 Batch 1013/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.908, Loss:  0.150
Epoch  56 Batch 1014/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.910, Loss:  0.162
Epoch  56 Batch 1015/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.910, Loss:  0.207
Epoch  56 Batch 1016/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.910, Loss:  0.159
Epoch  56 Batch 1017/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.914, Loss:  0.153
Epoch  56 Batch 1018/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.909, Loss:  0.165
Epoch  56 Batch 1019/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.910, Loss:  0.192
Epoch  56 Batch 1020/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.152
Epoch  56 Batch 1021/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.163
Epoch  56 Batch 1022/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.914, Loss:  0.152
Epoch  56 Batch 1023/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.916, Loss:  0.150
Epoch  56 Batch 1024/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.190
Epoch  56 Batch 1025/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.930, Loss:  0.161
Epoch  56 Batch 1026/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.170
Epoch  56 Batch 1027/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.169
Epoch  56 Batch 1028/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.934, Loss:  0.157
Epoch  56 Batch 1029/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.935, Loss:  0.153
Epoch  56 Batch 1030/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.185
Epoch  56 Batch 1031/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.934, Loss:  0.193
Epoch  56 Batch 1032/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.180
Epoch  56 Batch 1033/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.930, Loss:  0.149
Epoch  56 Batch 1034/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.925, Loss:  0.150
Epoch  56 Batch 1035/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.930, Loss:  0.137
Epoch  56 Batch 1036/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.930, Loss:  0.194
Epoch  56 Batch 1037/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.160
Epoch  56 Batch 1038/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.163
Epoch  56 Batch 1039/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.160
Epoch  56 Batch 1040/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.926, Loss:  0.180
Epoch  56 Batch 1041/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.167
Epoch  56 Batch 1042/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.157
Epoch  56 Batch 1043/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.173
Epoch  56 Batch 1044/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.176
Epoch  56 Batch 1045/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.152
Epoch  56 Batch 1046/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.128
Epoch  56 Batch 1047/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.150
Epoch  56 Batch 1048/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.152
Epoch  56 Batch 1049/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.188
Epoch  56 Batch 1050/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.147
Epoch  56 Batch 1051/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.925, Loss:  0.174
Epoch  56 Batch 1052/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.150
Epoch  56 Batch 1053/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.925, Loss:  0.182
Epoch  56 Batch 1054/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.167
Epoch  56 Batch 1055/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.167
Epoch  56 Batch 1056/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.920, Loss:  0.167
Epoch  56 Batch 1057/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.172
Epoch  56 Batch 1058/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.176
Epoch  56 Batch 1059/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.928, Loss:  0.176
Epoch  56 Batch 1060/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.131
Epoch  56 Batch 1061/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.928, Loss:  0.192
Epoch  56 Batch 1062/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.153
Epoch  56 Batch 1063/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.926, Loss:  0.167
Epoch  56 Batch 1064/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.159
Epoch  56 Batch 1065/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.169
Epoch  56 Batch 1066/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.160
Epoch  56 Batch 1067/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.172
Epoch  56 Batch 1068/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.147
Epoch  56 Batch 1069/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.934, Loss:  0.132
Epoch  56 Batch 1070/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.939, Loss:  0.172
Epoch  56 Batch 1071/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.939, Loss:  0.163
Epoch  56 Batch 1072/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.933, Loss:  0.182
Epoch  56 Batch 1073/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.168
Epoch  56 Batch 1074/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.188
Epoch  56 Batch 1075/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.178
Epoch  57 Batch    0/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.145
Epoch  57 Batch    1/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.167
Epoch  57 Batch    2/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.924, Loss:  0.162
Epoch  57 Batch    3/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.924, Loss:  0.156
Epoch  57 Batch    4/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.155
Epoch  57 Batch    5/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.183
Epoch  57 Batch    6/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.179
Epoch  57 Batch    7/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.156
Epoch  57 Batch    8/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.135
Epoch  57 Batch    9/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.159
Epoch  57 Batch   10/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.929, Loss:  0.166
Epoch  57 Batch   11/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.929, Loss:  0.175
Epoch  57 Batch   12/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.928, Loss:  0.160
Epoch  57 Batch   13/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.184
Epoch  57 Batch   14/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.928, Loss:  0.131
Epoch  57 Batch   15/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.917, Loss:  0.149
Epoch  57 Batch   16/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.919, Loss:  0.162
Epoch  57 Batch   17/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.158
Epoch  57 Batch   18/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.919, Loss:  0.164
Epoch  57 Batch   19/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.915, Loss:  0.162
Epoch  57 Batch   20/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.155
Epoch  57 Batch   21/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.158
Epoch  57 Batch   22/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.919, Loss:  0.156
Epoch  57 Batch   23/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.157
Epoch  57 Batch   24/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.920, Loss:  0.166
Epoch  57 Batch   25/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.920, Loss:  0.144
Epoch  57 Batch   26/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.920, Loss:  0.169
Epoch  57 Batch   27/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.157
Epoch  57 Batch   28/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.915, Loss:  0.157
Epoch  57 Batch   29/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.915, Loss:  0.170
Epoch  57 Batch   30/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.911, Loss:  0.150
Epoch  57 Batch   31/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.911, Loss:  0.169
Epoch  57 Batch   32/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.911, Loss:  0.152
Epoch  57 Batch   33/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.911, Loss:  0.162
Epoch  57 Batch   34/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.911, Loss:  0.165
Epoch  57 Batch   35/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.917, Loss:  0.152
Epoch  57 Batch   36/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.909, Loss:  0.163
Epoch  57 Batch   37/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.919, Loss:  0.160
Epoch  57 Batch   38/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.923, Loss:  0.201
Epoch  57 Batch   39/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.922, Loss:  0.203
Epoch  57 Batch   40/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.160
Epoch  57 Batch   41/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.169
Epoch  57 Batch   42/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.189
Epoch  57 Batch   43/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.156
Epoch  57 Batch   44/1077 - Train Accuracy:  0.966, Validation Accuracy:  0.924, Loss:  0.164
Epoch  57 Batch   45/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.924, Loss:  0.175
Epoch  57 Batch   46/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.924, Loss:  0.176
Epoch  57 Batch   47/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.157
Epoch  57 Batch   48/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.190
Epoch  57 Batch   49/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.181
Epoch  57 Batch   50/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.165
Epoch  57 Batch   51/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.158
Epoch  57 Batch   52/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.168
Epoch  57 Batch   53/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.167
Epoch  57 Batch   54/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.927, Loss:  0.205
Epoch  57 Batch   55/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.149
Epoch  57 Batch   56/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.154
Epoch  57 Batch   57/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.145
Epoch  57 Batch   58/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.927, Loss:  0.148
Epoch  57 Batch   59/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.927, Loss:  0.156
Epoch  57 Batch   60/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.144
Epoch  57 Batch   61/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.167
Epoch  57 Batch   62/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.927, Loss:  0.179
Epoch  57 Batch   63/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.927, Loss:  0.156
Epoch  57 Batch   64/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.160
Epoch  57 Batch   65/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.168
Epoch  57 Batch   66/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.144
Epoch  57 Batch   67/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.158
Epoch  57 Batch   68/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.180
Epoch  57 Batch   69/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.927, Loss:  0.184
Epoch  57 Batch   70/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.166
Epoch  57 Batch   71/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.151
Epoch  57 Batch   72/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.153
Epoch  57 Batch   73/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.927, Loss:  0.147
Epoch  57 Batch   74/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.927, Loss:  0.119
Epoch  57 Batch   75/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.210
Epoch  57 Batch   76/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.927, Loss:  0.146
Epoch  57 Batch   77/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.934, Loss:  0.155
Epoch  57 Batch   78/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.934, Loss:  0.168
Epoch  57 Batch   79/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.183
Epoch  57 Batch   80/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.934, Loss:  0.161
Epoch  57 Batch   81/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.933, Loss:  0.153
Epoch  57 Batch   82/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.139
Epoch  57 Batch   83/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.168
Epoch  57 Batch   84/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.184
Epoch  57 Batch   85/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.158
Epoch  57 Batch   86/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.157
Epoch  57 Batch   87/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.931, Loss:  0.204
Epoch  57 Batch   88/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.936, Loss:  0.187
Epoch  57 Batch   89/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.157
Epoch  57 Batch   90/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.195
Epoch  57 Batch   91/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.130
Epoch  57 Batch   92/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.167
Epoch  57 Batch   93/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.161
Epoch  57 Batch   94/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.161
Epoch  57 Batch   95/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.171
Epoch  57 Batch   96/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.928, Loss:  0.166
Epoch  57 Batch   97/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.932, Loss:  0.160
Epoch  57 Batch   98/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.157
Epoch  57 Batch   99/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.174
Epoch  57 Batch  100/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.159
Epoch  57 Batch  101/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.931, Loss:  0.163
Epoch  57 Batch  102/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.932, Loss:  0.140
Epoch  57 Batch  103/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.198
Epoch  57 Batch  104/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.180
Epoch  57 Batch  105/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.927, Loss:  0.177
Epoch  57 Batch  106/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.931, Loss:  0.196
Epoch  57 Batch  107/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.926, Loss:  0.180
Epoch  57 Batch  108/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.933, Loss:  0.145
Epoch  57 Batch  109/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.931, Loss:  0.172
Epoch  57 Batch  110/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.938, Loss:  0.129
Epoch  57 Batch  111/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.149
Epoch  57 Batch  112/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.939, Loss:  0.150
Epoch  57 Batch  113/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.944, Loss:  0.185
Epoch  57 Batch  114/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.948, Loss:  0.170
Epoch  57 Batch  115/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.949, Loss:  0.181
Epoch  57 Batch  116/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.949, Loss:  0.194
Epoch  57 Batch  117/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.944, Loss:  0.171
Epoch  57 Batch  118/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.944, Loss:  0.190
Epoch  57 Batch  119/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.944, Loss:  0.167
Epoch  57 Batch  120/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.937, Loss:  0.204
Epoch  57 Batch  121/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.176
Epoch  57 Batch  122/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.159
Epoch  57 Batch  123/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.938, Loss:  0.145
Epoch  57 Batch  124/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.938, Loss:  0.180
Epoch  57 Batch  125/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.940, Loss:  0.172
Epoch  57 Batch  126/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.931, Loss:  0.147
Epoch  57 Batch  127/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.164
Epoch  57 Batch  128/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.935, Loss:  0.158
Epoch  57 Batch  129/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.935, Loss:  0.186
Epoch  57 Batch  130/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.935, Loss:  0.149
Epoch  57 Batch  131/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.158
Epoch  57 Batch  132/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.935, Loss:  0.175
Epoch  57 Batch  133/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.159
Epoch  57 Batch  134/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.146
Epoch  57 Batch  135/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.944, Loss:  0.175
Epoch  57 Batch  136/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.939, Loss:  0.148
Epoch  57 Batch  137/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.141
Epoch  57 Batch  138/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.938, Loss:  0.158
Epoch  57 Batch  139/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.187
Epoch  57 Batch  140/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.937, Loss:  0.164
Epoch  57 Batch  141/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.938, Loss:  0.152
Epoch  57 Batch  142/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.937, Loss:  0.165
Epoch  57 Batch  143/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.937, Loss:  0.186
Epoch  57 Batch  144/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.198
Epoch  57 Batch  145/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.188
Epoch  57 Batch  146/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.939, Loss:  0.197
Epoch  57 Batch  147/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.935, Loss:  0.172
Epoch  57 Batch  148/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.935, Loss:  0.189
Epoch  57 Batch  149/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.163
Epoch  57 Batch  150/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.172
Epoch  57 Batch  151/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.926, Loss:  0.147
Epoch  57 Batch  152/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.920, Loss:  0.189
Epoch  57 Batch  153/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.180
Epoch  57 Batch  154/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.927, Loss:  0.165
Epoch  57 Batch  155/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.924, Loss:  0.186
Epoch  57 Batch  156/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.157
Epoch  57 Batch  157/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.939, Loss:  0.185
Epoch  57 Batch  158/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.938, Loss:  0.191
Epoch  57 Batch  159/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.937, Loss:  0.145
Epoch  57 Batch  160/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.937, Loss:  0.166
Epoch  57 Batch  161/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.940, Loss:  0.173
Epoch  57 Batch  162/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.940, Loss:  0.193
Epoch  57 Batch  163/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.940, Loss:  0.189
Epoch  57 Batch  164/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.940, Loss:  0.166
Epoch  57 Batch  165/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.936, Loss:  0.163
Epoch  57 Batch  166/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.175
Epoch  57 Batch  167/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.945, Loss:  0.157
Epoch  57 Batch  168/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.940, Loss:  0.182
Epoch  57 Batch  169/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.940, Loss:  0.164
Epoch  57 Batch  170/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.940, Loss:  0.176
Epoch  57 Batch  171/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.148
Epoch  57 Batch  172/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.945, Loss:  0.143
Epoch  57 Batch  173/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.945, Loss:  0.170
Epoch  57 Batch  174/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.935, Loss:  0.163
Epoch  57 Batch  175/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.177
Epoch  57 Batch  176/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.935, Loss:  0.152
Epoch  57 Batch  177/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.929, Loss:  0.166
Epoch  57 Batch  178/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.930, Loss:  0.143
Epoch  57 Batch  179/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.171
Epoch  57 Batch  180/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.144
Epoch  57 Batch  181/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.190
Epoch  57 Batch  182/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.177
Epoch  57 Batch  183/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.186
Epoch  57 Batch  184/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.929, Loss:  0.162
Epoch  57 Batch  185/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.180
Epoch  57 Batch  186/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.929, Loss:  0.187
Epoch  57 Batch  187/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.929, Loss:  0.168
Epoch  57 Batch  188/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.928, Loss:  0.171
Epoch  57 Batch  189/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.156
Epoch  57 Batch  190/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.155
Epoch  57 Batch  191/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.934, Loss:  0.136
Epoch  57 Batch  192/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.166
Epoch  57 Batch  193/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.165
Epoch  57 Batch  194/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.922, Loss:  0.135
Epoch  57 Batch  195/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.150
Epoch  57 Batch  196/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.918, Loss:  0.147
Epoch  57 Batch  197/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.152
Epoch  57 Batch  198/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.917, Loss:  0.151
Epoch  57 Batch  199/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.917, Loss:  0.156
Epoch  57 Batch  200/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.920, Loss:  0.172
Epoch  57 Batch  201/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.920, Loss:  0.142
Epoch  57 Batch  202/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.170
Epoch  57 Batch  203/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.164
Epoch  57 Batch  204/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.925, Loss:  0.218
Epoch  57 Batch  205/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.162
Epoch  57 Batch  206/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.145
Epoch  57 Batch  207/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.167
Epoch  57 Batch  208/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.178
Epoch  57 Batch  209/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.928, Loss:  0.129
Epoch  57 Batch  210/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.167
Epoch  57 Batch  211/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.933, Loss:  0.153
Epoch  57 Batch  212/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.933, Loss:  0.152
Epoch  57 Batch  213/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.141
Epoch  57 Batch  214/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.938, Loss:  0.144
Epoch  57 Batch  215/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.938, Loss:  0.175
Epoch  57 Batch  216/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.937, Loss:  0.186
Epoch  57 Batch  217/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.130
Epoch  57 Batch  218/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.936, Loss:  0.201
Epoch  57 Batch  219/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.936, Loss:  0.142
Epoch  57 Batch  220/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.174
Epoch  57 Batch  221/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.936, Loss:  0.160
Epoch  57 Batch  222/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.930, Loss:  0.158
Epoch  57 Batch  223/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.930, Loss:  0.142
Epoch  57 Batch  224/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.151
Epoch  57 Batch  225/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.188
Epoch  57 Batch  226/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.934, Loss:  0.163
Epoch  57 Batch  227/1077 - Train Accuracy:  0.881, Validation Accuracy:  0.934, Loss:  0.186
Epoch  57 Batch  228/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.159
Epoch  57 Batch  229/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.935, Loss:  0.164
Epoch  57 Batch  230/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.164
Epoch  57 Batch  231/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.933, Loss:  0.175
Epoch  57 Batch  232/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.934, Loss:  0.161
Epoch  57 Batch  233/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.188
Epoch  57 Batch  234/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.928, Loss:  0.186
Epoch  57 Batch  235/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.933, Loss:  0.149
Epoch  57 Batch  236/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.178
Epoch  57 Batch  237/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.143
Epoch  57 Batch  238/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.159
Epoch  57 Batch  239/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.933, Loss:  0.134
Epoch  57 Batch  240/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.931, Loss:  0.151
Epoch  57 Batch  241/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.931, Loss:  0.151
Epoch  57 Batch  242/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.150
Epoch  57 Batch  243/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.930, Loss:  0.189
Epoch  57 Batch  244/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.185
Epoch  57 Batch  245/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.149
Epoch  57 Batch  246/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.160
Epoch  57 Batch  247/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.928, Loss:  0.152
Epoch  57 Batch  248/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.157
Epoch  57 Batch  249/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.165
Epoch  57 Batch  250/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.934, Loss:  0.148
Epoch  57 Batch  251/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.165
Epoch  57 Batch  252/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.169
Epoch  57 Batch  253/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.928, Loss:  0.161
Epoch  57 Batch  254/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.156
Epoch  57 Batch  255/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.162
Epoch  57 Batch  256/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.928, Loss:  0.214
Epoch  57 Batch  257/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.157
Epoch  57 Batch  258/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.164
Epoch  57 Batch  259/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.147
Epoch  57 Batch  260/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.138
Epoch  57 Batch  261/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.933, Loss:  0.183
Epoch  57 Batch  262/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.155
Epoch  57 Batch  263/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.930, Loss:  0.138
Epoch  57 Batch  264/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.179
Epoch  57 Batch  265/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.923, Loss:  0.138
Epoch  57 Batch  266/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.925, Loss:  0.168
Epoch  57 Batch  267/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.929, Loss:  0.144
Epoch  57 Batch  268/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.929, Loss:  0.187
Epoch  57 Batch  269/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.182
Epoch  57 Batch  270/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.184
Epoch  57 Batch  271/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.160
Epoch  57 Batch  272/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.923, Loss:  0.237
Epoch  57 Batch  273/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.921, Loss:  0.161
Epoch  57 Batch  274/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.149
Epoch  57 Batch  275/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.166
Epoch  57 Batch  276/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.921, Loss:  0.187
Epoch  57 Batch  277/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.921, Loss:  0.157
Epoch  57 Batch  278/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.916, Loss:  0.168
Epoch  57 Batch  279/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.205
Epoch  57 Batch  280/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.913, Loss:  0.173
Epoch  57 Batch  281/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.915, Loss:  0.163
Epoch  57 Batch  282/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.915, Loss:  0.211
Epoch  57 Batch  283/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.916, Loss:  0.181
Epoch  57 Batch  284/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.915, Loss:  0.167
Epoch  57 Batch  285/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.914, Loss:  0.170
Epoch  57 Batch  286/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.914, Loss:  0.165
Epoch  57 Batch  287/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.919, Loss:  0.156
Epoch  57 Batch  288/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.923, Loss:  0.184
Epoch  57 Batch  289/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.924, Loss:  0.149
Epoch  57 Batch  290/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.924, Loss:  0.179
Epoch  57 Batch  291/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.915, Loss:  0.177
Epoch  57 Batch  292/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.915, Loss:  0.162
Epoch  57 Batch  293/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.179
Epoch  57 Batch  294/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.171
Epoch  57 Batch  295/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.183
Epoch  57 Batch  296/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.925, Loss:  0.147
Epoch  57 Batch  297/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.189
Epoch  57 Batch  298/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.932, Loss:  0.179
Epoch  57 Batch  299/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.154
Epoch  57 Batch  300/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.931, Loss:  0.147
Epoch  57 Batch  301/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.932, Loss:  0.143
Epoch  57 Batch  302/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.927, Loss:  0.159
Epoch  57 Batch  303/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.170
Epoch  57 Batch  304/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.927, Loss:  0.161
Epoch  57 Batch  305/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.934, Loss:  0.162
Epoch  57 Batch  306/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.938, Loss:  0.159
Epoch  57 Batch  307/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.938, Loss:  0.168
Epoch  57 Batch  308/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.172
Epoch  57 Batch  309/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.148
Epoch  57 Batch  310/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.163
Epoch  57 Batch  311/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.155
Epoch  57 Batch  312/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.931, Loss:  0.203
Epoch  57 Batch  313/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.153
Epoch  57 Batch  314/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.163
Epoch  57 Batch  315/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.931, Loss:  0.152
Epoch  57 Batch  316/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.932, Loss:  0.156
Epoch  57 Batch  317/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.928, Loss:  0.188
Epoch  57 Batch  318/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.923, Loss:  0.155
Epoch  57 Batch  319/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.164
Epoch  57 Batch  320/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.918, Loss:  0.159
Epoch  57 Batch  321/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.918, Loss:  0.168
Epoch  57 Batch  322/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.918, Loss:  0.139
Epoch  57 Batch  323/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.175
Epoch  57 Batch  324/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.920, Loss:  0.158
Epoch  57 Batch  325/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.919, Loss:  0.149
Epoch  57 Batch  326/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.158
Epoch  57 Batch  327/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.919, Loss:  0.192
Epoch  57 Batch  328/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.919, Loss:  0.185
Epoch  57 Batch  329/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.919, Loss:  0.173
Epoch  57 Batch  330/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.158
Epoch  57 Batch  331/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.923, Loss:  0.168
Epoch  57 Batch  332/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.143
Epoch  57 Batch  333/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.922, Loss:  0.143
Epoch  57 Batch  334/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.173
Epoch  57 Batch  335/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.174
Epoch  57 Batch  336/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.178
Epoch  57 Batch  337/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.929, Loss:  0.178
Epoch  57 Batch  338/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.929, Loss:  0.198
Epoch  57 Batch  339/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.155
Epoch  57 Batch  340/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.167
Epoch  57 Batch  341/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.207
Epoch  57 Batch  342/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.143
Epoch  57 Batch  343/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.922, Loss:  0.173
Epoch  57 Batch  344/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.924, Loss:  0.170
Epoch  57 Batch  345/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.151
Epoch  57 Batch  346/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.919, Loss:  0.172
Epoch  57 Batch  347/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.922, Loss:  0.155
Epoch  57 Batch  348/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.152
Epoch  57 Batch  349/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.925, Loss:  0.153
Epoch  57 Batch  350/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.163
Epoch  57 Batch  351/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.917, Loss:  0.187
Epoch  57 Batch  352/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.917, Loss:  0.149
Epoch  57 Batch  353/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.917, Loss:  0.194
Epoch  57 Batch  354/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.918, Loss:  0.173
Epoch  57 Batch  355/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.917, Loss:  0.174
Epoch  57 Batch  356/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.911, Loss:  0.161
Epoch  57 Batch  357/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.906, Loss:  0.166
Epoch  57 Batch  358/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.919, Loss:  0.181
Epoch  57 Batch  359/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.162
Epoch  57 Batch  360/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.921, Loss:  0.158
Epoch  57 Batch  361/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.170
Epoch  57 Batch  362/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.181
Epoch  57 Batch  363/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.924, Loss:  0.201
Epoch  57 Batch  364/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.922, Loss:  0.181
Epoch  57 Batch  365/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.922, Loss:  0.160
Epoch  57 Batch  366/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.162
Epoch  57 Batch  367/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.135
Epoch  57 Batch  368/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.928, Loss:  0.182
Epoch  57 Batch  369/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.144
Epoch  57 Batch  370/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.925, Loss:  0.169
Epoch  57 Batch  371/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.159
Epoch  57 Batch  372/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.925, Loss:  0.145
Epoch  57 Batch  373/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.927, Loss:  0.140
Epoch  57 Batch  374/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.169
Epoch  57 Batch  375/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.164
Epoch  57 Batch  376/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.165
Epoch  57 Batch  377/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.153
Epoch  57 Batch  378/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.925, Loss:  0.145
Epoch  57 Batch  379/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.924, Loss:  0.177
Epoch  57 Batch  380/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.158
Epoch  57 Batch  381/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.926, Loss:  0.176
Epoch  57 Batch  382/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.208
Epoch  57 Batch  383/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.924, Loss:  0.150
Epoch  57 Batch  384/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.177
Epoch  57 Batch  385/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.165
Epoch  57 Batch  386/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.924, Loss:  0.169
Epoch  57 Batch  387/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.165
Epoch  57 Batch  388/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.180
Epoch  57 Batch  389/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.920, Loss:  0.173
Epoch  57 Batch  390/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.920, Loss:  0.187
Epoch  57 Batch  391/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.185
Epoch  57 Batch  392/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.921, Loss:  0.187
Epoch  57 Batch  393/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.927, Loss:  0.160
Epoch  57 Batch  394/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.175
Epoch  57 Batch  395/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.927, Loss:  0.166
Epoch  57 Batch  396/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.926, Loss:  0.181
Epoch  57 Batch  397/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.926, Loss:  0.153
Epoch  57 Batch  398/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.181
Epoch  57 Batch  399/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.177
Epoch  57 Batch  400/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.172
Epoch  57 Batch  401/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.152
Epoch  57 Batch  402/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.150
Epoch  57 Batch  403/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.200
Epoch  57 Batch  404/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.157
Epoch  57 Batch  405/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.925, Loss:  0.172
Epoch  57 Batch  406/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.925, Loss:  0.144
Epoch  57 Batch  407/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.177
Epoch  57 Batch  408/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.188
Epoch  57 Batch  409/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.182
Epoch  57 Batch  410/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.924, Loss:  0.165
Epoch  57 Batch  411/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.168
Epoch  57 Batch  412/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.924, Loss:  0.149
Epoch  57 Batch  413/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.924, Loss:  0.160
Epoch  57 Batch  414/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.165
Epoch  57 Batch  415/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.180
Epoch  57 Batch  416/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.924, Loss:  0.161
Epoch  57 Batch  417/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.224
Epoch  57 Batch  418/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.152
Epoch  57 Batch  419/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.164
Epoch  57 Batch  420/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.920, Loss:  0.166
Epoch  57 Batch  421/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.922, Loss:  0.178
Epoch  57 Batch  422/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.919, Loss:  0.140
Epoch  57 Batch  423/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.919, Loss:  0.195
Epoch  57 Batch  424/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.144
Epoch  57 Batch  425/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.156
Epoch  57 Batch  426/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.923, Loss:  0.209
Epoch  57 Batch  427/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.169
Epoch  57 Batch  428/1077 - Train Accuracy:  0.966, Validation Accuracy:  0.923, Loss:  0.137
Epoch  57 Batch  429/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.918, Loss:  0.159
Epoch  57 Batch  430/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.149
Epoch  57 Batch  431/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.928, Loss:  0.143
Epoch  57 Batch  432/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.173
Epoch  57 Batch  433/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.936, Loss:  0.169
Epoch  57 Batch  434/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.936, Loss:  0.157
Epoch  57 Batch  435/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.935, Loss:  0.162
Epoch  57 Batch  436/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.932, Loss:  0.152
Epoch  57 Batch  437/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.149
Epoch  57 Batch  438/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.163
Epoch  57 Batch  439/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.182
Epoch  57 Batch  440/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.190
Epoch  57 Batch  441/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.176
Epoch  57 Batch  442/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.932, Loss:  0.170
Epoch  57 Batch  443/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.933, Loss:  0.143
Epoch  57 Batch  444/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.933, Loss:  0.156
Epoch  57 Batch  445/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.924, Loss:  0.172
Epoch  57 Batch  446/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.923, Loss:  0.137
Epoch  57 Batch  447/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.923, Loss:  0.159
Epoch  57 Batch  448/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.922, Loss:  0.199
Epoch  57 Batch  449/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.181
Epoch  57 Batch  450/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.918, Loss:  0.164
Epoch  57 Batch  451/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.923, Loss:  0.153
Epoch  57 Batch  452/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.184
Epoch  57 Batch  453/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.921, Loss:  0.163
Epoch  57 Batch  454/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.922, Loss:  0.161
Epoch  57 Batch  455/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.181
Epoch  57 Batch  456/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.160
Epoch  57 Batch  457/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.929, Loss:  0.158
Epoch  57 Batch  458/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.171
Epoch  57 Batch  459/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.188
Epoch  57 Batch  460/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.163
Epoch  57 Batch  461/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.934, Loss:  0.163
Epoch  57 Batch  462/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.934, Loss:  0.153
Epoch  57 Batch  463/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.180
Epoch  57 Batch  464/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.930, Loss:  0.155
Epoch  57 Batch  465/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.189
Epoch  57 Batch  466/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.176
Epoch  57 Batch  467/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.177
Epoch  57 Batch  468/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.161
Epoch  57 Batch  469/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.929, Loss:  0.152
Epoch  57 Batch  470/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.924, Loss:  0.164
Epoch  57 Batch  471/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.924, Loss:  0.135
Epoch  57 Batch  472/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.923, Loss:  0.149
Epoch  57 Batch  473/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.178
Epoch  57 Batch  474/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.920, Loss:  0.159
Epoch  57 Batch  475/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.920, Loss:  0.156
Epoch  57 Batch  476/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.920, Loss:  0.156
Epoch  57 Batch  477/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.142
Epoch  57 Batch  478/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.924, Loss:  0.171
Epoch  57 Batch  479/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.204
Epoch  57 Batch  480/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.924, Loss:  0.150
Epoch  57 Batch  481/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.928, Loss:  0.182
Epoch  57 Batch  482/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.166
Epoch  57 Batch  483/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.929, Loss:  0.179
Epoch  57 Batch  484/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.168
Epoch  57 Batch  485/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.165
Epoch  57 Batch  486/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.924, Loss:  0.150
Epoch  57 Batch  487/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.924, Loss:  0.149
Epoch  57 Batch  488/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.158
Epoch  57 Batch  489/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.170
Epoch  57 Batch  490/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.929, Loss:  0.161
Epoch  57 Batch  491/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.176
Epoch  57 Batch  492/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.196
Epoch  57 Batch  493/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.928, Loss:  0.152
Epoch  57 Batch  494/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.933, Loss:  0.148
Epoch  57 Batch  495/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.933, Loss:  0.164
Epoch  57 Batch  496/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.163
Epoch  57 Batch  497/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.184
Epoch  57 Batch  498/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.166
Epoch  57 Batch  499/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.932, Loss:  0.157
Epoch  57 Batch  500/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.155
Epoch  57 Batch  501/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.927, Loss:  0.150
Epoch  57 Batch  502/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.927, Loss:  0.166
Epoch  57 Batch  503/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.927, Loss:  0.160
Epoch  57 Batch  504/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.927, Loss:  0.176
Epoch  57 Batch  505/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.927, Loss:  0.135
Epoch  57 Batch  506/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.154
Epoch  57 Batch  507/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.926, Loss:  0.167
Epoch  57 Batch  508/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.152
Epoch  57 Batch  509/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.191
Epoch  57 Batch  510/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.160
Epoch  57 Batch  511/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.924, Loss:  0.175
Epoch  57 Batch  512/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.924, Loss:  0.154
Epoch  57 Batch  513/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.186
Epoch  57 Batch  514/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.930, Loss:  0.168
Epoch  57 Batch  515/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.937, Loss:  0.191
Epoch  57 Batch  516/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.942, Loss:  0.152
Epoch  57 Batch  517/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.941, Loss:  0.167
Epoch  57 Batch  518/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.941, Loss:  0.163
Epoch  57 Batch  519/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.161
Epoch  57 Batch  520/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.940, Loss:  0.160
Epoch  57 Batch  521/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.940, Loss:  0.164
Epoch  57 Batch  522/1077 - Train Accuracy:  0.858, Validation Accuracy:  0.938, Loss:  0.208
Epoch  57 Batch  523/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.182
Epoch  57 Batch  524/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.180
Epoch  57 Batch  525/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.939, Loss:  0.180
Epoch  57 Batch  526/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.939, Loss:  0.168
Epoch  57 Batch  527/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.939, Loss:  0.167
Epoch  57 Batch  528/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.940, Loss:  0.149
Epoch  57 Batch  529/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.940, Loss:  0.158
Epoch  57 Batch  530/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.940, Loss:  0.173
Epoch  57 Batch  531/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.940, Loss:  0.166
Epoch  57 Batch  532/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.939, Loss:  0.196
Epoch  57 Batch  533/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.201
Epoch  57 Batch  534/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.932, Loss:  0.156
Epoch  57 Batch  535/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.157
Epoch  57 Batch  536/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.139
Epoch  57 Batch  537/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.150
Epoch  57 Batch  538/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.935, Loss:  0.140
Epoch  57 Batch  539/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.935, Loss:  0.195
Epoch  57 Batch  540/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.935, Loss:  0.156
Epoch  57 Batch  541/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.935, Loss:  0.160
Epoch  57 Batch  542/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.183
Epoch  57 Batch  543/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.942, Loss:  0.174
Epoch  57 Batch  544/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.937, Loss:  0.146
Epoch  57 Batch  545/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.941, Loss:  0.172
Epoch  57 Batch  546/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.940, Loss:  0.177
Epoch  57 Batch  547/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.178
Epoch  57 Batch  548/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.173
Epoch  57 Batch  549/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.937, Loss:  0.198
Epoch  57 Batch  550/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.937, Loss:  0.169
Epoch  57 Batch  551/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.940, Loss:  0.173
Epoch  57 Batch  552/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.940, Loss:  0.175
Epoch  57 Batch  553/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.941, Loss:  0.186
Epoch  57 Batch  554/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.941, Loss:  0.163
Epoch  57 Batch  555/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.941, Loss:  0.166
Epoch  57 Batch  556/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.941, Loss:  0.148
Epoch  57 Batch  557/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.150
Epoch  57 Batch  558/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.152
Epoch  57 Batch  559/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.152
Epoch  57 Batch  560/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.932, Loss:  0.144
Epoch  57 Batch  561/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.151
Epoch  57 Batch  562/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.141
Epoch  57 Batch  563/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.925, Loss:  0.186
Epoch  57 Batch  564/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.925, Loss:  0.162
Epoch  57 Batch  565/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.186
Epoch  57 Batch  566/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.931, Loss:  0.182
Epoch  57 Batch  567/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.931, Loss:  0.175
Epoch  57 Batch  568/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.166
Epoch  57 Batch  569/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.171
Epoch  57 Batch  570/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.921, Loss:  0.195
Epoch  57 Batch  571/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.144
Epoch  57 Batch  572/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.922, Loss:  0.156
Epoch  57 Batch  573/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.181
Epoch  57 Batch  574/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.161
Epoch  57 Batch  575/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.158
Epoch  57 Batch  576/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.928, Loss:  0.144
Epoch  57 Batch  577/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.180
Epoch  57 Batch  578/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.927, Loss:  0.187
Epoch  57 Batch  579/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.148
Epoch  57 Batch  580/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.928, Loss:  0.145
Epoch  57 Batch  581/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.135
Epoch  57 Batch  582/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.928, Loss:  0.162
Epoch  57 Batch  583/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.183
Epoch  57 Batch  584/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.932, Loss:  0.169
Epoch  57 Batch  585/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.932, Loss:  0.139
Epoch  57 Batch  586/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.932, Loss:  0.166
Epoch  57 Batch  587/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.165
Epoch  57 Batch  588/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.150
Epoch  57 Batch  589/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.932, Loss:  0.158
Epoch  57 Batch  590/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.165
Epoch  57 Batch  591/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.937, Loss:  0.165
Epoch  57 Batch  592/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.182
Epoch  57 Batch  593/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.930, Loss:  0.173
Epoch  57 Batch  594/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.935, Loss:  0.182
Epoch  57 Batch  595/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.933, Loss:  0.190
Epoch  57 Batch  596/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.931, Loss:  0.169
Epoch  57 Batch  597/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.157
Epoch  57 Batch  598/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.931, Loss:  0.154
Epoch  57 Batch  599/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.205
Epoch  57 Batch  600/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.164
Epoch  57 Batch  601/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.930, Loss:  0.174
Epoch  57 Batch  602/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.929, Loss:  0.178
Epoch  57 Batch  603/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.149
Epoch  57 Batch  604/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.189
Epoch  57 Batch  605/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.191
Epoch  57 Batch  606/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.129
Epoch  57 Batch  607/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.145
Epoch  57 Batch  608/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.937, Loss:  0.165
Epoch  57 Batch  609/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.937, Loss:  0.188
Epoch  57 Batch  610/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.939, Loss:  0.200
Epoch  57 Batch  611/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.939, Loss:  0.165
Epoch  57 Batch  612/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.939, Loss:  0.137
Epoch  57 Batch  613/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.178
Epoch  57 Batch  614/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.944, Loss:  0.152
Epoch  57 Batch  615/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.944, Loss:  0.157
Epoch  57 Batch  616/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.944, Loss:  0.165
Epoch  57 Batch  617/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.171
Epoch  57 Batch  618/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.938, Loss:  0.161
Epoch  57 Batch  619/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.938, Loss:  0.132
Epoch  57 Batch  620/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.936, Loss:  0.145
Epoch  57 Batch  621/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.936, Loss:  0.163
Epoch  57 Batch  622/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.932, Loss:  0.162
Epoch  57 Batch  623/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.932, Loss:  0.153
Epoch  57 Batch  624/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.934, Loss:  0.162
Epoch  57 Batch  625/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.147
Epoch  57 Batch  626/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.939, Loss:  0.140
Epoch  57 Batch  627/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.940, Loss:  0.171
Epoch  57 Batch  628/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.939, Loss:  0.176
Epoch  57 Batch  629/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.939, Loss:  0.165
Epoch  57 Batch  630/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.940, Loss:  0.167
Epoch  57 Batch  631/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.939, Loss:  0.160
Epoch  57 Batch  632/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.939, Loss:  0.161
Epoch  57 Batch  633/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.154
Epoch  57 Batch  634/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.139
Epoch  57 Batch  635/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.944, Loss:  0.202
Epoch  57 Batch  636/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.944, Loss:  0.155
Epoch  57 Batch  637/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.943, Loss:  0.162
Epoch  57 Batch  638/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.940, Loss:  0.177
Epoch  57 Batch  639/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.940, Loss:  0.170
Epoch  57 Batch  640/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.148
Epoch  57 Batch  641/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.154
Epoch  57 Batch  642/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.166
Epoch  57 Batch  643/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.945, Loss:  0.136
Epoch  57 Batch  644/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.940, Loss:  0.172
Epoch  57 Batch  645/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.942, Loss:  0.172
Epoch  57 Batch  646/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.942, Loss:  0.170
Epoch  57 Batch  647/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.942, Loss:  0.140
Epoch  57 Batch  648/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.938, Loss:  0.146
Epoch  57 Batch  649/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.938, Loss:  0.158
Epoch  57 Batch  650/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.159
Epoch  57 Batch  651/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.166
Epoch  57 Batch  652/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.166
Epoch  57 Batch  653/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.940, Loss:  0.181
Epoch  57 Batch  654/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.139
Epoch  57 Batch  655/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.941, Loss:  0.181
Epoch  57 Batch  656/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.940, Loss:  0.169
Epoch  57 Batch  657/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.940, Loss:  0.176
Epoch  57 Batch  658/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.940, Loss:  0.156
Epoch  57 Batch  659/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.150
Epoch  57 Batch  660/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.940, Loss:  0.170
Epoch  57 Batch  661/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.940, Loss:  0.152
Epoch  57 Batch  662/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.143
Epoch  57 Batch  663/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.940, Loss:  0.148
Epoch  57 Batch  664/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.940, Loss:  0.166
Epoch  57 Batch  665/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.158
Epoch  57 Batch  666/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.186
Epoch  57 Batch  667/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.180
Epoch  57 Batch  668/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.156
Epoch  57 Batch  669/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.174
Epoch  57 Batch  670/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.154
Epoch  57 Batch  671/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.925, Loss:  0.187
Epoch  57 Batch  672/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.926, Loss:  0.156
Epoch  57 Batch  673/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.921, Loss:  0.168
Epoch  57 Batch  674/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.921, Loss:  0.155
Epoch  57 Batch  675/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.920, Loss:  0.184
Epoch  57 Batch  676/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.159
Epoch  57 Batch  677/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.920, Loss:  0.189
Epoch  57 Batch  678/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.154
Epoch  57 Batch  679/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.157
Epoch  57 Batch  680/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.153
Epoch  57 Batch  681/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.170
Epoch  57 Batch  682/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.146
Epoch  57 Batch  683/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.160
Epoch  57 Batch  684/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.135
Epoch  57 Batch  685/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.191
Epoch  57 Batch  686/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.174
Epoch  57 Batch  687/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.172
Epoch  57 Batch  688/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.932, Loss:  0.147
Epoch  57 Batch  689/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.932, Loss:  0.138
Epoch  57 Batch  690/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.172
Epoch  57 Batch  691/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.930, Loss:  0.170
Epoch  57 Batch  692/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.164
Epoch  57 Batch  693/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.205
Epoch  57 Batch  694/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.929, Loss:  0.161
Epoch  57 Batch  695/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.143
Epoch  57 Batch  696/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.929, Loss:  0.174
Epoch  57 Batch  697/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.155
Epoch  57 Batch  698/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.924, Loss:  0.162
Epoch  57 Batch  699/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.925, Loss:  0.146
Epoch  57 Batch  700/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.927, Loss:  0.138
Epoch  57 Batch  701/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.930, Loss:  0.176
Epoch  57 Batch  702/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.195
Epoch  57 Batch  703/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.153
Epoch  57 Batch  704/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.926, Loss:  0.205
Epoch  57 Batch  705/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.175
Epoch  57 Batch  706/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.926, Loss:  0.202
Epoch  57 Batch  707/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.154
Epoch  57 Batch  708/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.931, Loss:  0.174
Epoch  57 Batch  709/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.930, Loss:  0.183
Epoch  57 Batch  710/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.929, Loss:  0.151
Epoch  57 Batch  711/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.934, Loss:  0.183
Epoch  57 Batch  712/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.935, Loss:  0.149
Epoch  57 Batch  713/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.935, Loss:  0.154
Epoch  57 Batch  714/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.151
Epoch  57 Batch  715/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.199
Epoch  57 Batch  716/1077 - Train Accuracy:  0.967, Validation Accuracy:  0.928, Loss:  0.131
Epoch  57 Batch  717/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.927, Loss:  0.153
Epoch  57 Batch  718/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.154
Epoch  57 Batch  719/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.155
Epoch  57 Batch  720/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.931, Loss:  0.184
Epoch  57 Batch  721/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.171
Epoch  57 Batch  722/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.926, Loss:  0.148
Epoch  57 Batch  723/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.933, Loss:  0.176
Epoch  57 Batch  724/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.174
Epoch  57 Batch  725/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.145
Epoch  57 Batch  726/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.158
Epoch  57 Batch  727/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.934, Loss:  0.150
Epoch  57 Batch  728/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.934, Loss:  0.179
Epoch  57 Batch  729/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.932, Loss:  0.179
Epoch  57 Batch  730/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.179
Epoch  57 Batch  731/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.924, Loss:  0.168
Epoch  57 Batch  732/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.172
Epoch  57 Batch  733/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.168
Epoch  57 Batch  734/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.164
Epoch  57 Batch  735/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.142
Epoch  57 Batch  736/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.151
Epoch  57 Batch  737/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.181
Epoch  57 Batch  738/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.130
Epoch  57 Batch  739/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.155
Epoch  57 Batch  740/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.147
Epoch  57 Batch  741/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.192
Epoch  57 Batch  742/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.157
Epoch  57 Batch  743/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.930, Loss:  0.163
Epoch  57 Batch  744/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.155
Epoch  57 Batch  745/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.148
Epoch  57 Batch  746/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.169
Epoch  57 Batch  747/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.937, Loss:  0.146
Epoch  57 Batch  748/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.942, Loss:  0.161
Epoch  57 Batch  749/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.941, Loss:  0.158
Epoch  57 Batch  750/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.938, Loss:  0.159
Epoch  57 Batch  751/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.933, Loss:  0.170
Epoch  57 Batch  752/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.155
Epoch  57 Batch  753/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.162
Epoch  57 Batch  754/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.939, Loss:  0.155
Epoch  57 Batch  755/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.939, Loss:  0.166
Epoch  57 Batch  756/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.160
Epoch  57 Batch  757/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.936, Loss:  0.175
Epoch  57 Batch  758/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.935, Loss:  0.151
Epoch  57 Batch  759/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.138
Epoch  57 Batch  760/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.184
Epoch  57 Batch  761/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.185
Epoch  57 Batch  762/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.933, Loss:  0.147
Epoch  57 Batch  763/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.939, Loss:  0.149
Epoch  57 Batch  764/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.935, Loss:  0.156
Epoch  57 Batch  765/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.935, Loss:  0.154
Epoch  57 Batch  766/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.935, Loss:  0.165
Epoch  57 Batch  767/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.160
Epoch  57 Batch  768/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.935, Loss:  0.154
Epoch  57 Batch  769/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.935, Loss:  0.174
Epoch  57 Batch  770/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.940, Loss:  0.167
Epoch  57 Batch  771/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.169
Epoch  57 Batch  772/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.934, Loss:  0.139
Epoch  57 Batch  773/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.146
Epoch  57 Batch  774/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.153
Epoch  57 Batch  775/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.936, Loss:  0.179
Epoch  57 Batch  776/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.141
Epoch  57 Batch  777/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.174
Epoch  57 Batch  778/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.936, Loss:  0.152
Epoch  57 Batch  779/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.938, Loss:  0.166
Epoch  57 Batch  780/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.936, Loss:  0.188
Epoch  57 Batch  781/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.936, Loss:  0.143
Epoch  57 Batch  782/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.156
Epoch  57 Batch  783/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.936, Loss:  0.172
Epoch  57 Batch  784/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.152
Epoch  57 Batch  785/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.936, Loss:  0.141
Epoch  57 Batch  786/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.147
Epoch  57 Batch  787/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.931, Loss:  0.143
Epoch  57 Batch  788/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.149
Epoch  57 Batch  789/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.174
Epoch  57 Batch  790/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.929, Loss:  0.181
Epoch  57 Batch  791/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.929, Loss:  0.174
Epoch  57 Batch  792/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.185
Epoch  57 Batch  793/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.158
Epoch  57 Batch  794/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.165
Epoch  57 Batch  795/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.200
Epoch  57 Batch  796/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.925, Loss:  0.164
Epoch  57 Batch  797/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.925, Loss:  0.147
Epoch  57 Batch  798/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.922, Loss:  0.159
Epoch  57 Batch  799/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.190
Epoch  57 Batch  800/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.923, Loss:  0.155
Epoch  57 Batch  801/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.923, Loss:  0.172
Epoch  57 Batch  802/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.178
Epoch  57 Batch  803/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.923, Loss:  0.169
Epoch  57 Batch  804/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.167
Epoch  57 Batch  805/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.169
Epoch  57 Batch  806/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.922, Loss:  0.146
Epoch  57 Batch  807/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.922, Loss:  0.141
Epoch  57 Batch  808/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.922, Loss:  0.189
Epoch  57 Batch  809/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.206
Epoch  57 Batch  810/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.146
Epoch  57 Batch  811/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.920, Loss:  0.146
Epoch  57 Batch  812/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.194
Epoch  57 Batch  813/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.154
Epoch  57 Batch  814/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.163
Epoch  57 Batch  815/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.924, Loss:  0.164
Epoch  57 Batch  816/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.169
Epoch  57 Batch  817/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.204
Epoch  57 Batch  818/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.934, Loss:  0.160
Epoch  57 Batch  819/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.934, Loss:  0.158
Epoch  57 Batch  820/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.934, Loss:  0.176
Epoch  57 Batch  821/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.179
Epoch  57 Batch  822/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.933, Loss:  0.152
Epoch  57 Batch  823/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.931, Loss:  0.155
Epoch  57 Batch  824/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.181
Epoch  57 Batch  825/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.938, Loss:  0.149
Epoch  57 Batch  826/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.143
Epoch  57 Batch  827/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.158
Epoch  57 Batch  828/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.151
Epoch  57 Batch  829/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.935, Loss:  0.213
Epoch  57 Batch  830/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.156
Epoch  57 Batch  831/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.937, Loss:  0.159
Epoch  57 Batch  832/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.174
Epoch  57 Batch  833/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.939, Loss:  0.165
Epoch  57 Batch  834/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.939, Loss:  0.179
Epoch  57 Batch  835/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.935, Loss:  0.165
Epoch  57 Batch  836/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.936, Loss:  0.165
Epoch  57 Batch  837/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.937, Loss:  0.192
Epoch  57 Batch  838/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.936, Loss:  0.161
Epoch  57 Batch  839/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.936, Loss:  0.147
Epoch  57 Batch  840/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.153
Epoch  57 Batch  841/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.173
Epoch  57 Batch  842/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.936, Loss:  0.162
Epoch  57 Batch  843/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.140
Epoch  57 Batch  844/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.936, Loss:  0.148
Epoch  57 Batch  845/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.152
Epoch  57 Batch  846/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.941, Loss:  0.191
Epoch  57 Batch  847/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.937, Loss:  0.190
Epoch  57 Batch  848/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.936, Loss:  0.149
Epoch  57 Batch  849/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.941, Loss:  0.143
Epoch  57 Batch  850/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.180
Epoch  57 Batch  851/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.175
Epoch  57 Batch  852/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.940, Loss:  0.183
Epoch  57 Batch  853/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.941, Loss:  0.149
Epoch  57 Batch  854/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.941, Loss:  0.165
Epoch  57 Batch  855/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.941, Loss:  0.148
Epoch  57 Batch  856/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.166
Epoch  57 Batch  857/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.944, Loss:  0.157
Epoch  57 Batch  858/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.944, Loss:  0.152
Epoch  57 Batch  859/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.944, Loss:  0.172
Epoch  57 Batch  860/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.943, Loss:  0.164
Epoch  57 Batch  861/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.944, Loss:  0.166
Epoch  57 Batch  862/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.944, Loss:  0.169
Epoch  57 Batch  863/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.156
Epoch  57 Batch  864/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.934, Loss:  0.150
Epoch  57 Batch  865/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.169
Epoch  57 Batch  866/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.177
Epoch  57 Batch  867/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.934, Loss:  0.219
Epoch  57 Batch  868/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.163
Epoch  57 Batch  869/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.169
Epoch  57 Batch  870/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.935, Loss:  0.166
Epoch  57 Batch  871/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.154
Epoch  57 Batch  872/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.149
Epoch  57 Batch  873/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.934, Loss:  0.172
Epoch  57 Batch  874/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.931, Loss:  0.173
Epoch  57 Batch  875/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.931, Loss:  0.159
Epoch  57 Batch  876/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.931, Loss:  0.172
Epoch  57 Batch  877/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.158
Epoch  57 Batch  878/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.154
Epoch  57 Batch  879/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.158
Epoch  57 Batch  880/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.159
Epoch  57 Batch  881/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.935, Loss:  0.167
Epoch  57 Batch  882/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.935, Loss:  0.157
Epoch  57 Batch  883/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.935, Loss:  0.216
Epoch  57 Batch  884/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.930, Loss:  0.152
Epoch  57 Batch  885/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.129
Epoch  57 Batch  886/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.159
Epoch  57 Batch  887/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.929, Loss:  0.177
Epoch  57 Batch  888/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.144
Epoch  57 Batch  889/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.165
Epoch  57 Batch  890/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.929, Loss:  0.164
Epoch  57 Batch  891/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.175
Epoch  57 Batch  892/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.150
Epoch  57 Batch  893/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.186
Epoch  57 Batch  894/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.934, Loss:  0.166
Epoch  57 Batch  895/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.171
Epoch  57 Batch  896/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.934, Loss:  0.180
Epoch  57 Batch  897/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.139
Epoch  57 Batch  898/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.934, Loss:  0.162
Epoch  57 Batch  899/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.150
Epoch  57 Batch  900/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.176
Epoch  57 Batch  901/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.197
Epoch  57 Batch  902/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.934, Loss:  0.185
Epoch  57 Batch  903/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.158
Epoch  57 Batch  904/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.934, Loss:  0.171
Epoch  57 Batch  905/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.144
Epoch  57 Batch  906/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.147
Epoch  57 Batch  907/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.933, Loss:  0.155
Epoch  57 Batch  908/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.938, Loss:  0.175
Epoch  57 Batch  909/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.939, Loss:  0.165
Epoch  57 Batch  910/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.939, Loss:  0.138
Epoch  57 Batch  911/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.169
Epoch  57 Batch  912/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.936, Loss:  0.173
Epoch  57 Batch  913/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.183
Epoch  57 Batch  914/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.197
Epoch  57 Batch  915/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.938, Loss:  0.166
Epoch  57 Batch  916/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.939, Loss:  0.164
Epoch  57 Batch  917/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.939, Loss:  0.157
Epoch  57 Batch  918/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.939, Loss:  0.149
Epoch  57 Batch  919/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.935, Loss:  0.143
Epoch  57 Batch  920/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.161
Epoch  57 Batch  921/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.169
Epoch  57 Batch  922/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.160
Epoch  57 Batch  923/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.152
Epoch  57 Batch  924/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.929, Loss:  0.212
Epoch  57 Batch  925/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.151
Epoch  57 Batch  926/1077 - Train Accuracy:  0.878, Validation Accuracy:  0.933, Loss:  0.182
Epoch  57 Batch  927/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.934, Loss:  0.179
Epoch  57 Batch  928/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.939, Loss:  0.159
Epoch  57 Batch  929/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.180
Epoch  57 Batch  930/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.938, Loss:  0.150
Epoch  57 Batch  931/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.938, Loss:  0.152
Epoch  57 Batch  932/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.150
Epoch  57 Batch  933/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.937, Loss:  0.169
Epoch  57 Batch  934/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.937, Loss:  0.165
Epoch  57 Batch  935/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.938, Loss:  0.163
Epoch  57 Batch  936/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.938, Loss:  0.171
Epoch  57 Batch  937/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.183
Epoch  57 Batch  938/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.942, Loss:  0.186
Epoch  57 Batch  939/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.942, Loss:  0.173
Epoch  57 Batch  940/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.938, Loss:  0.145
Epoch  57 Batch  941/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.151
Epoch  57 Batch  942/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.942, Loss:  0.175
Epoch  57 Batch  943/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.163
Epoch  57 Batch  944/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.938, Loss:  0.155
Epoch  57 Batch  945/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.938, Loss:  0.151
Epoch  57 Batch  946/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.937, Loss:  0.149
Epoch  57 Batch  947/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.938, Loss:  0.187
Epoch  57 Batch  948/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.937, Loss:  0.164
Epoch  57 Batch  949/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.937, Loss:  0.126
Epoch  57 Batch  950/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.942, Loss:  0.141
Epoch  57 Batch  951/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.942, Loss:  0.165
Epoch  57 Batch  952/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.942, Loss:  0.143
Epoch  57 Batch  953/1077 - Train Accuracy:  0.966, Validation Accuracy:  0.942, Loss:  0.158
Epoch  57 Batch  954/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.942, Loss:  0.186
Epoch  57 Batch  955/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.942, Loss:  0.162
Epoch  57 Batch  956/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.167
Epoch  57 Batch  957/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.933, Loss:  0.150
Epoch  57 Batch  958/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.933, Loss:  0.162
Epoch  57 Batch  959/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.933, Loss:  0.162
Epoch  57 Batch  960/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.932, Loss:  0.153
Epoch  57 Batch  961/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.173
Epoch  57 Batch  962/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.931, Loss:  0.168
Epoch  57 Batch  963/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.191
Epoch  57 Batch  964/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.932, Loss:  0.145
Epoch  57 Batch  965/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.935, Loss:  0.153
Epoch  57 Batch  966/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.139
Epoch  57 Batch  967/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.934, Loss:  0.177
Epoch  57 Batch  968/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.934, Loss:  0.183
Epoch  57 Batch  969/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.179
Epoch  57 Batch  970/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.166
Epoch  57 Batch  971/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.168
Epoch  57 Batch  972/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.159
Epoch  57 Batch  973/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.150
Epoch  57 Batch  974/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.157
Epoch  57 Batch  975/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.164
Epoch  57 Batch  976/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.153
Epoch  57 Batch  977/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.126
Epoch  57 Batch  978/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.175
Epoch  57 Batch  979/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.166
Epoch  57 Batch  980/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.168
Epoch  57 Batch  981/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.165
Epoch  57 Batch  982/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.182
Epoch  57 Batch  983/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.173
Epoch  57 Batch  984/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.935, Loss:  0.183
Epoch  57 Batch  985/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.936, Loss:  0.147
Epoch  57 Batch  986/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.174
Epoch  57 Batch  987/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.934, Loss:  0.155
Epoch  57 Batch  988/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.181
Epoch  57 Batch  989/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.934, Loss:  0.195
Epoch  57 Batch  990/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.935, Loss:  0.189
Epoch  57 Batch  991/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.167
Epoch  57 Batch  992/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.935, Loss:  0.170
Epoch  57 Batch  993/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.931, Loss:  0.158
Epoch  57 Batch  994/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.163
Epoch  57 Batch  995/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.936, Loss:  0.168
Epoch  57 Batch  996/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.936, Loss:  0.170
Epoch  57 Batch  997/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.936, Loss:  0.154
Epoch  57 Batch  998/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.936, Loss:  0.160
Epoch  57 Batch  999/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.175
Epoch  57 Batch 1000/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.161
Epoch  57 Batch 1001/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.140
Epoch  57 Batch 1002/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.925, Loss:  0.132
Epoch  57 Batch 1003/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.922, Loss:  0.168
Epoch  57 Batch 1004/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.921, Loss:  0.167
Epoch  57 Batch 1005/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.921, Loss:  0.163
Epoch  57 Batch 1006/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.922, Loss:  0.156
Epoch  57 Batch 1007/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.921, Loss:  0.169
Epoch  57 Batch 1008/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.208
Epoch  57 Batch 1009/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.926, Loss:  0.133
Epoch  57 Batch 1010/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.923, Loss:  0.167
Epoch  57 Batch 1011/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.926, Loss:  0.166
Epoch  57 Batch 1012/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.153
Epoch  57 Batch 1013/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.145
Epoch  57 Batch 1014/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.934, Loss:  0.162
Epoch  57 Batch 1015/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.194
Epoch  57 Batch 1016/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.938, Loss:  0.168
Epoch  57 Batch 1017/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.938, Loss:  0.180
Epoch  57 Batch 1018/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.939, Loss:  0.191
Epoch  57 Batch 1019/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.940, Loss:  0.195
Epoch  57 Batch 1020/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.941, Loss:  0.149
Epoch  57 Batch 1021/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.940, Loss:  0.174
Epoch  57 Batch 1022/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.942, Loss:  0.159
Epoch  57 Batch 1023/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.942, Loss:  0.149
Epoch  57 Batch 1024/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.943, Loss:  0.175
Epoch  57 Batch 1025/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.944, Loss:  0.152
Epoch  57 Batch 1026/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.942, Loss:  0.168
Epoch  57 Batch 1027/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.942, Loss:  0.177
Epoch  57 Batch 1028/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.939, Loss:  0.171
Epoch  57 Batch 1029/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.942, Loss:  0.163
Epoch  57 Batch 1030/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.942, Loss:  0.188
Epoch  57 Batch 1031/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.941, Loss:  0.174
Epoch  57 Batch 1032/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.941, Loss:  0.172
Epoch  57 Batch 1033/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.941, Loss:  0.152
Epoch  57 Batch 1034/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.942, Loss:  0.162
Epoch  57 Batch 1035/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.142
Epoch  57 Batch 1036/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.933, Loss:  0.173
Epoch  57 Batch 1037/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.933, Loss:  0.163
Epoch  57 Batch 1038/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.175
Epoch  57 Batch 1039/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.168
Epoch  57 Batch 1040/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.175
Epoch  57 Batch 1041/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.923, Loss:  0.180
Epoch  57 Batch 1042/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.923, Loss:  0.155
Epoch  57 Batch 1043/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.923, Loss:  0.182
Epoch  57 Batch 1044/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.186
Epoch  57 Batch 1045/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.926, Loss:  0.168
Epoch  57 Batch 1046/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.135
Epoch  57 Batch 1047/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.166
Epoch  57 Batch 1048/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.926, Loss:  0.143
Epoch  57 Batch 1049/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.189
Epoch  57 Batch 1050/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.141
Epoch  57 Batch 1051/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.160
Epoch  57 Batch 1052/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.936, Loss:  0.143
Epoch  57 Batch 1053/1077 - Train Accuracy:  0.883, Validation Accuracy:  0.936, Loss:  0.171
Epoch  57 Batch 1054/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.162
Epoch  57 Batch 1055/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.938, Loss:  0.159
Epoch  57 Batch 1056/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.947, Loss:  0.152
Epoch  57 Batch 1057/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.942, Loss:  0.196
Epoch  57 Batch 1058/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.942, Loss:  0.169
Epoch  57 Batch 1059/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.942, Loss:  0.182
Epoch  57 Batch 1060/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.138
Epoch  57 Batch 1061/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.947, Loss:  0.195
Epoch  57 Batch 1062/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.947, Loss:  0.159
Epoch  57 Batch 1063/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.947, Loss:  0.160
Epoch  57 Batch 1064/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.174
Epoch  57 Batch 1065/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.935, Loss:  0.170
Epoch  57 Batch 1066/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.165
Epoch  57 Batch 1067/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.935, Loss:  0.173
Epoch  57 Batch 1068/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.938, Loss:  0.143
Epoch  57 Batch 1069/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.123
Epoch  57 Batch 1070/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.938, Loss:  0.174
Epoch  57 Batch 1071/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.159
Epoch  57 Batch 1072/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.158
Epoch  57 Batch 1073/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.199
Epoch  57 Batch 1074/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.194
Epoch  57 Batch 1075/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.939, Loss:  0.184
Epoch  58 Batch    0/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.939, Loss:  0.154
Epoch  58 Batch    1/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.143
Epoch  58 Batch    2/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.939, Loss:  0.156
Epoch  58 Batch    3/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.938, Loss:  0.144
Epoch  58 Batch    4/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.142
Epoch  58 Batch    5/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.190
Epoch  58 Batch    6/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.172
Epoch  58 Batch    7/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.938, Loss:  0.146
Epoch  58 Batch    8/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.942, Loss:  0.162
Epoch  58 Batch    9/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.940, Loss:  0.162
Epoch  58 Batch   10/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.940, Loss:  0.163
Epoch  58 Batch   11/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.934, Loss:  0.173
Epoch  58 Batch   12/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.934, Loss:  0.173
Epoch  58 Batch   13/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.178
Epoch  58 Batch   14/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.934, Loss:  0.131
Epoch  58 Batch   15/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.159
Epoch  58 Batch   16/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.931, Loss:  0.164
Epoch  58 Batch   17/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.932, Loss:  0.170
Epoch  58 Batch   18/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.158
Epoch  58 Batch   19/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.177
Epoch  58 Batch   20/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.144
Epoch  58 Batch   21/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.931, Loss:  0.169
Epoch  58 Batch   22/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.178
Epoch  58 Batch   23/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.152
Epoch  58 Batch   24/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.926, Loss:  0.153
Epoch  58 Batch   25/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.926, Loss:  0.157
Epoch  58 Batch   26/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.926, Loss:  0.181
Epoch  58 Batch   27/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.926, Loss:  0.156
Epoch  58 Batch   28/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.926, Loss:  0.166
Epoch  58 Batch   29/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.920, Loss:  0.166
Epoch  58 Batch   30/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.142
Epoch  58 Batch   31/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.920, Loss:  0.189
Epoch  58 Batch   32/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.920, Loss:  0.155
Epoch  58 Batch   33/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.925, Loss:  0.147
Epoch  58 Batch   34/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.159
Epoch  58 Batch   35/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.156
Epoch  58 Batch   36/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.161
Epoch  58 Batch   37/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.926, Loss:  0.151
Epoch  58 Batch   38/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.172
Epoch  58 Batch   39/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.936, Loss:  0.178
Epoch  58 Batch   40/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.144
Epoch  58 Batch   41/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.936, Loss:  0.155
Epoch  58 Batch   42/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.936, Loss:  0.165
Epoch  58 Batch   43/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.936, Loss:  0.141
Epoch  58 Batch   44/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.936, Loss:  0.145
Epoch  58 Batch   45/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.936, Loss:  0.167
Epoch  58 Batch   46/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.938, Loss:  0.177
Epoch  58 Batch   47/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.938, Loss:  0.167
Epoch  58 Batch   48/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.938, Loss:  0.194
Epoch  58 Batch   49/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.938, Loss:  0.165
Epoch  58 Batch   50/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.146
Epoch  58 Batch   51/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.938, Loss:  0.162
Epoch  58 Batch   52/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.938, Loss:  0.160
Epoch  58 Batch   53/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.938, Loss:  0.161
Epoch  58 Batch   54/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.940, Loss:  0.189
Epoch  58 Batch   55/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.938, Loss:  0.155
Epoch  58 Batch   56/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.936, Loss:  0.151
Epoch  58 Batch   57/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.936, Loss:  0.159
Epoch  58 Batch   58/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.936, Loss:  0.143
Epoch  58 Batch   59/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.935, Loss:  0.158
Epoch  58 Batch   60/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.935, Loss:  0.155
Epoch  58 Batch   61/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.931, Loss:  0.191
Epoch  58 Batch   62/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.160
Epoch  58 Batch   63/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.137
Epoch  58 Batch   64/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.172
Epoch  58 Batch   65/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.930, Loss:  0.154
Epoch  58 Batch   66/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.146
Epoch  58 Batch   67/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.163
Epoch  58 Batch   68/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.184
Epoch  58 Batch   69/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.927, Loss:  0.189
Epoch  58 Batch   70/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.927, Loss:  0.181
Epoch  58 Batch   71/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.141
Epoch  58 Batch   72/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.936, Loss:  0.142
Epoch  58 Batch   73/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.936, Loss:  0.167
Epoch  58 Batch   74/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.937, Loss:  0.137
Epoch  58 Batch   75/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.937, Loss:  0.198
Epoch  58 Batch   76/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.139
Epoch  58 Batch   77/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.935, Loss:  0.171
Epoch  58 Batch   78/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.937, Loss:  0.158
Epoch  58 Batch   79/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.937, Loss:  0.172
Epoch  58 Batch   80/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.938, Loss:  0.154
Epoch  58 Batch   81/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.933, Loss:  0.141
Epoch  58 Batch   82/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.933, Loss:  0.142
Epoch  58 Batch   83/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.159
Epoch  58 Batch   84/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.165
Epoch  58 Batch   85/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.158
Epoch  58 Batch   86/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.929, Loss:  0.157
Epoch  58 Batch   87/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.930, Loss:  0.205
Epoch  58 Batch   88/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.934, Loss:  0.193
Epoch  58 Batch   89/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.172
Epoch  58 Batch   90/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.930, Loss:  0.183
Epoch  58 Batch   91/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.147
Epoch  58 Batch   92/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.161
Epoch  58 Batch   93/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.161
Epoch  58 Batch   94/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.160
Epoch  58 Batch   95/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.196
Epoch  58 Batch   96/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.932, Loss:  0.166
Epoch  58 Batch   97/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.932, Loss:  0.168
Epoch  58 Batch   98/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.941, Loss:  0.151
Epoch  58 Batch   99/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.944, Loss:  0.175
Epoch  58 Batch  100/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.943, Loss:  0.159
Epoch  58 Batch  101/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.939, Loss:  0.148
Epoch  58 Batch  102/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.943, Loss:  0.146
Epoch  58 Batch  103/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.943, Loss:  0.197
Epoch  58 Batch  104/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.943, Loss:  0.161
Epoch  58 Batch  105/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.938, Loss:  0.152
Epoch  58 Batch  106/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.180
Epoch  58 Batch  107/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.943, Loss:  0.160
Epoch  58 Batch  108/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.939, Loss:  0.142
Epoch  58 Batch  109/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.935, Loss:  0.154
Epoch  58 Batch  110/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.136
Epoch  58 Batch  111/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.939, Loss:  0.153
Epoch  58 Batch  112/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.934, Loss:  0.153
Epoch  58 Batch  113/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.934, Loss:  0.161
Epoch  58 Batch  114/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.155
Epoch  58 Batch  115/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.193
Epoch  58 Batch  116/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.929, Loss:  0.189
Epoch  58 Batch  117/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.929, Loss:  0.167
Epoch  58 Batch  118/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.928, Loss:  0.160
Epoch  58 Batch  119/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.154
Epoch  58 Batch  120/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.932, Loss:  0.183
Epoch  58 Batch  121/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.935, Loss:  0.161
Epoch  58 Batch  122/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.935, Loss:  0.143
Epoch  58 Batch  123/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.938, Loss:  0.144
Epoch  58 Batch  124/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.937, Loss:  0.197
Epoch  58 Batch  125/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.937, Loss:  0.166
Epoch  58 Batch  126/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.937, Loss:  0.134
Epoch  58 Batch  127/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.172
Epoch  58 Batch  128/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.149
Epoch  58 Batch  129/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.938, Loss:  0.167
Epoch  58 Batch  130/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.938, Loss:  0.150
Epoch  58 Batch  131/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.938, Loss:  0.167
Epoch  58 Batch  132/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.938, Loss:  0.152
Epoch  58 Batch  133/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.938, Loss:  0.148
Epoch  58 Batch  134/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.938, Loss:  0.140
Epoch  58 Batch  135/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.938, Loss:  0.168
Epoch  58 Batch  136/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.938, Loss:  0.146
Epoch  58 Batch  137/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.938, Loss:  0.128
Epoch  58 Batch  138/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.938, Loss:  0.155
Epoch  58 Batch  139/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.938, Loss:  0.161
Epoch  58 Batch  140/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.938, Loss:  0.163
Epoch  58 Batch  141/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.178
Epoch  58 Batch  142/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.943, Loss:  0.155
Epoch  58 Batch  143/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.938, Loss:  0.173
Epoch  58 Batch  144/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.938, Loss:  0.178
Epoch  58 Batch  145/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.938, Loss:  0.181
Epoch  58 Batch  146/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.212
Epoch  58 Batch  147/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.938, Loss:  0.174
Epoch  58 Batch  148/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.944, Loss:  0.156
Epoch  58 Batch  149/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.944, Loss:  0.172
Epoch  58 Batch  150/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.944, Loss:  0.149
Epoch  58 Batch  151/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.944, Loss:  0.132
Epoch  58 Batch  152/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.943, Loss:  0.197
Epoch  58 Batch  153/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.943, Loss:  0.171
Epoch  58 Batch  154/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.939, Loss:  0.146
Epoch  58 Batch  155/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.945, Loss:  0.175
Epoch  58 Batch  156/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.939, Loss:  0.138
Epoch  58 Batch  157/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.159
Epoch  58 Batch  158/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.939, Loss:  0.177
Epoch  58 Batch  159/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.140
Epoch  58 Batch  160/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.942, Loss:  0.125
Epoch  58 Batch  161/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.163
Epoch  58 Batch  162/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.941, Loss:  0.180
Epoch  58 Batch  163/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.187
Epoch  58 Batch  164/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.941, Loss:  0.162
Epoch  58 Batch  165/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.941, Loss:  0.158
Epoch  58 Batch  166/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.941, Loss:  0.187
Epoch  58 Batch  167/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.941, Loss:  0.146
Epoch  58 Batch  168/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.941, Loss:  0.177
Epoch  58 Batch  169/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.941, Loss:  0.173
Epoch  58 Batch  170/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.936, Loss:  0.163
Epoch  58 Batch  171/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.165
Epoch  58 Batch  172/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.172
Epoch  58 Batch  173/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.935, Loss:  0.174
Epoch  58 Batch  174/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.934, Loss:  0.156
Epoch  58 Batch  175/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.164
Epoch  58 Batch  176/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.934, Loss:  0.164
Epoch  58 Batch  177/1077 - Train Accuracy:  0.968, Validation Accuracy:  0.934, Loss:  0.174
Epoch  58 Batch  178/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.165
Epoch  58 Batch  179/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.929, Loss:  0.166
Epoch  58 Batch  180/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.924, Loss:  0.158
Epoch  58 Batch  181/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.918, Loss:  0.189
Epoch  58 Batch  182/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.922, Loss:  0.194
Epoch  58 Batch  183/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.924, Loss:  0.189
Epoch  58 Batch  184/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.926, Loss:  0.158
Epoch  58 Batch  185/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.158
Epoch  58 Batch  186/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.186
Epoch  58 Batch  187/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.932, Loss:  0.140
Epoch  58 Batch  188/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.931, Loss:  0.167
Epoch  58 Batch  189/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.153
Epoch  58 Batch  190/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.147
Epoch  58 Batch  191/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.125
Epoch  58 Batch  192/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.173
Epoch  58 Batch  193/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.930, Loss:  0.152
Epoch  58 Batch  194/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.930, Loss:  0.146
Epoch  58 Batch  195/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.139
Epoch  58 Batch  196/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.930, Loss:  0.167
Epoch  58 Batch  197/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.170
Epoch  58 Batch  198/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.927, Loss:  0.173
Epoch  58 Batch  199/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.927, Loss:  0.154
Epoch  58 Batch  200/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.927, Loss:  0.155
Epoch  58 Batch  201/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.927, Loss:  0.147
Epoch  58 Batch  202/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.163
Epoch  58 Batch  203/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.175
Epoch  58 Batch  204/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.935, Loss:  0.207
Epoch  58 Batch  205/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.169
Epoch  58 Batch  206/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.144
Epoch  58 Batch  207/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.935, Loss:  0.161
Epoch  58 Batch  208/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.193
Epoch  58 Batch  209/1077 - Train Accuracy:  0.964, Validation Accuracy:  0.936, Loss:  0.138
Epoch  58 Batch  210/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.936, Loss:  0.165
Epoch  58 Batch  211/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.934, Loss:  0.157
Epoch  58 Batch  212/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.938, Loss:  0.157
Epoch  58 Batch  213/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.938, Loss:  0.123
Epoch  58 Batch  214/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.153
Epoch  58 Batch  215/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.934, Loss:  0.166
Epoch  58 Batch  216/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.160
Epoch  58 Batch  217/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.149
Epoch  58 Batch  218/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.934, Loss:  0.200
Epoch  58 Batch  219/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.935, Loss:  0.151
Epoch  58 Batch  220/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.932, Loss:  0.157
Epoch  58 Batch  221/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.931, Loss:  0.154
Epoch  58 Batch  222/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.931, Loss:  0.161
Epoch  58 Batch  223/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.930, Loss:  0.147
Epoch  58 Batch  224/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.157
Epoch  58 Batch  225/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.935, Loss:  0.167
Epoch  58 Batch  226/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.166
Epoch  58 Batch  227/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.935, Loss:  0.190
Epoch  58 Batch  228/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.166
Epoch  58 Batch  229/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.937, Loss:  0.170
Epoch  58 Batch  230/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.937, Loss:  0.139
Epoch  58 Batch  231/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.938, Loss:  0.182
Epoch  58 Batch  232/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.938, Loss:  0.165
Epoch  58 Batch  233/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.189
Epoch  58 Batch  234/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.938, Loss:  0.187
Epoch  58 Batch  235/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.936, Loss:  0.160
Epoch  58 Batch  236/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.937, Loss:  0.168
Epoch  58 Batch  237/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.932, Loss:  0.138
Epoch  58 Batch  238/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.932, Loss:  0.155
Epoch  58 Batch  239/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.934, Loss:  0.150
Epoch  58 Batch  240/1077 - Train Accuracy:  0.963, Validation Accuracy:  0.929, Loss:  0.143
Epoch  58 Batch  241/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.929, Loss:  0.144
Epoch  58 Batch  242/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.929, Loss:  0.148
Epoch  58 Batch  243/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.934, Loss:  0.172
Epoch  58 Batch  244/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.167
Epoch  58 Batch  245/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.932, Loss:  0.143
Epoch  58 Batch  246/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.932, Loss:  0.152
Epoch  58 Batch  247/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.932, Loss:  0.166
Epoch  58 Batch  248/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.152
Epoch  58 Batch  249/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.155
Epoch  58 Batch  250/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.939, Loss:  0.146
Epoch  58 Batch  251/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.140
Epoch  58 Batch  252/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.933, Loss:  0.152
Epoch  58 Batch  253/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.934, Loss:  0.174
Epoch  58 Batch  254/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.933, Loss:  0.174
Epoch  58 Batch  255/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.160
Epoch  58 Batch  256/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.935, Loss:  0.187
Epoch  58 Batch  257/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.936, Loss:  0.164
Epoch  58 Batch  258/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.936, Loss:  0.153
Epoch  58 Batch  259/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.935, Loss:  0.155
Epoch  58 Batch  260/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.146
Epoch  58 Batch  261/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.935, Loss:  0.163
Epoch  58 Batch  262/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.146
Epoch  58 Batch  263/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.934, Loss:  0.136
Epoch  58 Batch  264/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.164
Epoch  58 Batch  265/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.936, Loss:  0.166
Epoch  58 Batch  266/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.936, Loss:  0.154
Epoch  58 Batch  267/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.152
Epoch  58 Batch  268/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.176
Epoch  58 Batch  269/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.180
Epoch  58 Batch  270/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.190
Epoch  58 Batch  271/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.143
Epoch  58 Batch  272/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.930, Loss:  0.214
Epoch  58 Batch  273/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.142
Epoch  58 Batch  274/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.169
Epoch  58 Batch  275/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.172
Epoch  58 Batch  276/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.932, Loss:  0.211
Epoch  58 Batch  277/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.928, Loss:  0.150
Epoch  58 Batch  278/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.165
Epoch  58 Batch  279/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.928, Loss:  0.183
Epoch  58 Batch  280/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.928, Loss:  0.158
Epoch  58 Batch  281/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.159
Epoch  58 Batch  282/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.932, Loss:  0.200
Epoch  58 Batch  283/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.932, Loss:  0.177
Epoch  58 Batch  284/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.932, Loss:  0.173
Epoch  58 Batch  285/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.165
Epoch  58 Batch  286/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.149
Epoch  58 Batch  287/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.936, Loss:  0.154
Epoch  58 Batch  288/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.936, Loss:  0.181
Epoch  58 Batch  289/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.156
Epoch  58 Batch  290/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.202
Epoch  58 Batch  291/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.176
Epoch  58 Batch  292/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.167
Epoch  58 Batch  293/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.931, Loss:  0.171
Epoch  58 Batch  294/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.157
Epoch  58 Batch  295/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.935, Loss:  0.196
Epoch  58 Batch  296/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.936, Loss:  0.162
Epoch  58 Batch  297/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.936, Loss:  0.202
Epoch  58 Batch  298/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.173
Epoch  58 Batch  299/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.934, Loss:  0.158
Epoch  58 Batch  300/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.939, Loss:  0.151
Epoch  58 Batch  301/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.939, Loss:  0.151
Epoch  58 Batch  302/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.933, Loss:  0.147
Epoch  58 Batch  303/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.187
Epoch  58 Batch  304/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.153
Epoch  58 Batch  305/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.152
Epoch  58 Batch  306/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.180
Epoch  58 Batch  307/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.162
Epoch  58 Batch  308/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.931, Loss:  0.170
Epoch  58 Batch  309/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.144
Epoch  58 Batch  310/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.174
Epoch  58 Batch  311/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.155
Epoch  58 Batch  312/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.928, Loss:  0.191
Epoch  58 Batch  313/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.157
Epoch  58 Batch  314/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.928, Loss:  0.157
Epoch  58 Batch  315/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.931, Loss:  0.147
Epoch  58 Batch  316/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.144
Epoch  58 Batch  317/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.936, Loss:  0.180
Epoch  58 Batch  318/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.938, Loss:  0.159
Epoch  58 Batch  319/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.936, Loss:  0.169
Epoch  58 Batch  320/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.937, Loss:  0.173
Epoch  58 Batch  321/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.933, Loss:  0.165
Epoch  58 Batch  322/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.933, Loss:  0.140
Epoch  58 Batch  323/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.933, Loss:  0.176
Epoch  58 Batch  324/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.933, Loss:  0.146
Epoch  58 Batch  325/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.155
Epoch  58 Batch  326/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.161
Epoch  58 Batch  327/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.175
Epoch  58 Batch  328/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.182
Epoch  58 Batch  329/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.934, Loss:  0.154
Epoch  58 Batch  330/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.934, Loss:  0.169
Epoch  58 Batch  331/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.169
Epoch  58 Batch  332/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.124
Epoch  58 Batch  333/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.152
Epoch  58 Batch  334/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.934, Loss:  0.154
Epoch  58 Batch  335/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.934, Loss:  0.166
Epoch  58 Batch  336/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.202
Epoch  58 Batch  337/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.936, Loss:  0.186
Epoch  58 Batch  338/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.936, Loss:  0.189
Epoch  58 Batch  339/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.936, Loss:  0.150
Epoch  58 Batch  340/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.936, Loss:  0.146
Epoch  58 Batch  341/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.941, Loss:  0.188
Epoch  58 Batch  342/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.941, Loss:  0.145
Epoch  58 Batch  343/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.941, Loss:  0.157
Epoch  58 Batch  344/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.937, Loss:  0.152
Epoch  58 Batch  345/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.156
Epoch  58 Batch  346/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.168
Epoch  58 Batch  347/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.934, Loss:  0.123
Epoch  58 Batch  348/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.144
Epoch  58 Batch  349/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.936, Loss:  0.160
Epoch  58 Batch  350/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.155
Epoch  58 Batch  351/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.931, Loss:  0.179
Epoch  58 Batch  352/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.152
Epoch  58 Batch  353/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.927, Loss:  0.184
Epoch  58 Batch  354/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.930, Loss:  0.185
Epoch  58 Batch  355/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.201
Epoch  58 Batch  356/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.168
Epoch  58 Batch  357/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.156
Epoch  58 Batch  358/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.930, Loss:  0.159
Epoch  58 Batch  359/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.170
Epoch  58 Batch  360/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.165
Epoch  58 Batch  361/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.927, Loss:  0.154
Epoch  58 Batch  362/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.174
Epoch  58 Batch  363/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.922, Loss:  0.186
Epoch  58 Batch  364/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.179
Epoch  58 Batch  365/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.931, Loss:  0.142
Epoch  58 Batch  366/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.163
Epoch  58 Batch  367/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.141
Epoch  58 Batch  368/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.936, Loss:  0.168
Epoch  58 Batch  369/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.936, Loss:  0.149
Epoch  58 Batch  370/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.935, Loss:  0.170
Epoch  58 Batch  371/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.164
Epoch  58 Batch  372/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.139
Epoch  58 Batch  373/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.934, Loss:  0.138
Epoch  58 Batch  374/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.181
Epoch  58 Batch  375/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.925, Loss:  0.169
Epoch  58 Batch  376/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.925, Loss:  0.155
Epoch  58 Batch  377/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.157
Epoch  58 Batch  378/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.138
Epoch  58 Batch  379/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.925, Loss:  0.162
Epoch  58 Batch  380/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.148
Epoch  58 Batch  381/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.930, Loss:  0.182
Epoch  58 Batch  382/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.934, Loss:  0.197
Epoch  58 Batch  383/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.174
Epoch  58 Batch  384/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.163
Epoch  58 Batch  385/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.927, Loss:  0.154
Epoch  58 Batch  386/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.926, Loss:  0.156
Epoch  58 Batch  387/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.927, Loss:  0.157
Epoch  58 Batch  388/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.161
Epoch  58 Batch  389/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.161
Epoch  58 Batch  390/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.929, Loss:  0.182
Epoch  58 Batch  391/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.179
Epoch  58 Batch  392/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.939, Loss:  0.197
Epoch  58 Batch  393/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.941, Loss:  0.160
Epoch  58 Batch  394/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.162
Epoch  58 Batch  395/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.167
Epoch  58 Batch  396/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.940, Loss:  0.190
Epoch  58 Batch  397/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.940, Loss:  0.152
Epoch  58 Batch  398/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.940, Loss:  0.164
Epoch  58 Batch  399/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.941, Loss:  0.173
Epoch  58 Batch  400/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.940, Loss:  0.215
Epoch  58 Batch  401/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.938, Loss:  0.151
Epoch  58 Batch  402/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.938, Loss:  0.139
Epoch  58 Batch  403/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.195
Epoch  58 Batch  404/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.162
Epoch  58 Batch  405/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.172
Epoch  58 Batch  406/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.936, Loss:  0.138
Epoch  58 Batch  407/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.180
Epoch  58 Batch  408/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.935, Loss:  0.184
Epoch  58 Batch  409/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.165
Epoch  58 Batch  410/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.935, Loss:  0.177
Epoch  58 Batch  411/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.935, Loss:  0.164
Epoch  58 Batch  412/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.938, Loss:  0.145
Epoch  58 Batch  413/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.938, Loss:  0.157
Epoch  58 Batch  414/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.938, Loss:  0.183
Epoch  58 Batch  415/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.157
Epoch  58 Batch  416/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.168
Epoch  58 Batch  417/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.935, Loss:  0.207
Epoch  58 Batch  418/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.932, Loss:  0.145
Epoch  58 Batch  419/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.932, Loss:  0.165
Epoch  58 Batch  420/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.152
Epoch  58 Batch  421/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.931, Loss:  0.200
Epoch  58 Batch  422/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.156
Epoch  58 Batch  423/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.162
Epoch  58 Batch  424/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.162
Epoch  58 Batch  425/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.139
Epoch  58 Batch  426/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.194
Epoch  58 Batch  427/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.158
Epoch  58 Batch  428/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.929, Loss:  0.142
Epoch  58 Batch  429/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.142
Epoch  58 Batch  430/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.150
Epoch  58 Batch  431/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.146
Epoch  58 Batch  432/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.161
Epoch  58 Batch  433/1077 - Train Accuracy:  0.965, Validation Accuracy:  0.924, Loss:  0.180
Epoch  58 Batch  434/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.156
Epoch  58 Batch  435/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.923, Loss:  0.177
Epoch  58 Batch  436/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.927, Loss:  0.147
Epoch  58 Batch  437/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.137
Epoch  58 Batch  438/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.167
Epoch  58 Batch  439/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.181
Epoch  58 Batch  440/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.930, Loss:  0.176
Epoch  58 Batch  441/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.934, Loss:  0.167
Epoch  58 Batch  442/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.934, Loss:  0.165
Epoch  58 Batch  443/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.934, Loss:  0.153
Epoch  58 Batch  444/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.155
Epoch  58 Batch  445/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.926, Loss:  0.176
Epoch  58 Batch  446/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.931, Loss:  0.135
Epoch  58 Batch  447/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.932, Loss:  0.142
Epoch  58 Batch  448/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.932, Loss:  0.188
Epoch  58 Batch  449/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.931, Loss:  0.189
Epoch  58 Batch  450/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.165
Epoch  58 Batch  451/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.925, Loss:  0.162
Epoch  58 Batch  452/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.200
Epoch  58 Batch  453/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.157
Epoch  58 Batch  454/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.930, Loss:  0.168
Epoch  58 Batch  455/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.147
Epoch  58 Batch  456/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.930, Loss:  0.166
Epoch  58 Batch  457/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.160
Epoch  58 Batch  458/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.930, Loss:  0.165
Epoch  58 Batch  459/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.152
Epoch  58 Batch  460/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.930, Loss:  0.163
Epoch  58 Batch  461/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.930, Loss:  0.155
Epoch  58 Batch  462/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.931, Loss:  0.151
Epoch  58 Batch  463/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.171
Epoch  58 Batch  464/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.921, Loss:  0.142
Epoch  58 Batch  465/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.199
Epoch  58 Batch  466/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.920, Loss:  0.153
Epoch  58 Batch  467/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.920, Loss:  0.181
Epoch  58 Batch  468/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.921, Loss:  0.159
Epoch  58 Batch  469/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.920, Loss:  0.150
Epoch  58 Batch  470/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.919, Loss:  0.159
Epoch  58 Batch  471/1077 - Train Accuracy:  0.965, Validation Accuracy:  0.919, Loss:  0.140
Epoch  58 Batch  472/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.909, Loss:  0.147
Epoch  58 Batch  473/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.909, Loss:  0.169
Epoch  58 Batch  474/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.920, Loss:  0.167
Epoch  58 Batch  475/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.176
Epoch  58 Batch  476/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.156
Epoch  58 Batch  477/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.925, Loss:  0.133
Epoch  58 Batch  478/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.925, Loss:  0.165
Epoch  58 Batch  479/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.924, Loss:  0.169
Epoch  58 Batch  480/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.929, Loss:  0.162
Epoch  58 Batch  481/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.173
Epoch  58 Batch  482/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.929, Loss:  0.189
Epoch  58 Batch  483/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.929, Loss:  0.191
Epoch  58 Batch  484/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.174
Epoch  58 Batch  485/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.163
Epoch  58 Batch  486/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.149
Epoch  58 Batch  487/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.932, Loss:  0.146
Epoch  58 Batch  488/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.154
Epoch  58 Batch  489/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.928, Loss:  0.142
Epoch  58 Batch  490/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.928, Loss:  0.158
Epoch  58 Batch  491/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.928, Loss:  0.187
Epoch  58 Batch  492/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.171
Epoch  58 Batch  493/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.928, Loss:  0.149
Epoch  58 Batch  494/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.140
Epoch  58 Batch  495/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.170
Epoch  58 Batch  496/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.184
Epoch  58 Batch  497/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.923, Loss:  0.190
Epoch  58 Batch  498/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.156
Epoch  58 Batch  499/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.930, Loss:  0.153
Epoch  58 Batch  500/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.935, Loss:  0.138
Epoch  58 Batch  501/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.935, Loss:  0.143
Epoch  58 Batch  502/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.147
Epoch  58 Batch  503/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.932, Loss:  0.166
Epoch  58 Batch  504/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.938, Loss:  0.172
Epoch  58 Batch  505/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.141
Epoch  58 Batch  506/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.145
Epoch  58 Batch  507/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.928, Loss:  0.159
Epoch  58 Batch  508/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.147
Epoch  58 Batch  509/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.932, Loss:  0.170
Epoch  58 Batch  510/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.158
Epoch  58 Batch  511/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.166
Epoch  58 Batch  512/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.927, Loss:  0.144
Epoch  58 Batch  513/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.923, Loss:  0.177
Epoch  58 Batch  514/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.170
Epoch  58 Batch  515/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.918, Loss:  0.166
Epoch  58 Batch  516/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.918, Loss:  0.144
Epoch  58 Batch  517/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.165
Epoch  58 Batch  518/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.923, Loss:  0.154
Epoch  58 Batch  519/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.923, Loss:  0.161
Epoch  58 Batch  520/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.930, Loss:  0.168
Epoch  58 Batch  521/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.929, Loss:  0.164
Epoch  58 Batch  522/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.929, Loss:  0.197
Epoch  58 Batch  523/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.922, Loss:  0.166
Epoch  58 Batch  524/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.170
Epoch  58 Batch  525/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.927, Loss:  0.171
Epoch  58 Batch  526/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.136
Epoch  58 Batch  527/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.929, Loss:  0.165
Epoch  58 Batch  528/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.144
Epoch  58 Batch  529/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.169
Epoch  58 Batch  530/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.933, Loss:  0.165
Epoch  58 Batch  531/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.933, Loss:  0.166
Epoch  58 Batch  532/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.933, Loss:  0.181
Epoch  58 Batch  533/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.202
Epoch  58 Batch  534/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.160
Epoch  58 Batch  535/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.161
Epoch  58 Batch  536/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.938, Loss:  0.160
Epoch  58 Batch  537/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.935, Loss:  0.143
Epoch  58 Batch  538/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.931, Loss:  0.125
Epoch  58 Batch  539/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.926, Loss:  0.191
Epoch  58 Batch  540/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.926, Loss:  0.137
Epoch  58 Batch  541/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.926, Loss:  0.138
Epoch  58 Batch  542/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.159
Epoch  58 Batch  543/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.184
Epoch  58 Batch  544/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.931, Loss:  0.129
Epoch  58 Batch  545/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.165
Epoch  58 Batch  546/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.184
Epoch  58 Batch  547/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.148
Epoch  58 Batch  548/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.936, Loss:  0.162
Epoch  58 Batch  549/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.931, Loss:  0.193
Epoch  58 Batch  550/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.936, Loss:  0.167
Epoch  58 Batch  551/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.941, Loss:  0.186
Epoch  58 Batch  552/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.940, Loss:  0.162
Epoch  58 Batch  553/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.940, Loss:  0.160
Epoch  58 Batch  554/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.938, Loss:  0.152
Epoch  58 Batch  555/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.938, Loss:  0.153
Epoch  58 Batch  556/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.938, Loss:  0.145
Epoch  58 Batch  557/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.936, Loss:  0.166
Epoch  58 Batch  558/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.936, Loss:  0.155
Epoch  58 Batch  559/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.936, Loss:  0.154
Epoch  58 Batch  560/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.935, Loss:  0.166
Epoch  58 Batch  561/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.151
Epoch  58 Batch  562/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.935, Loss:  0.145
Epoch  58 Batch  563/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.935, Loss:  0.194
Epoch  58 Batch  564/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.935, Loss:  0.188
Epoch  58 Batch  565/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.937, Loss:  0.172
Epoch  58 Batch  566/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.933, Loss:  0.177
Epoch  58 Batch  567/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.174
Epoch  58 Batch  568/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.151
Epoch  58 Batch  569/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.928, Loss:  0.162
Epoch  58 Batch  570/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.169
Epoch  58 Batch  571/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.150
Epoch  58 Batch  572/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.929, Loss:  0.154
Epoch  58 Batch  573/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.193
Epoch  58 Batch  574/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.159
Epoch  58 Batch  575/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.936, Loss:  0.156
Epoch  58 Batch  576/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.936, Loss:  0.150
Epoch  58 Batch  577/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.936, Loss:  0.149
Epoch  58 Batch  578/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.936, Loss:  0.180
Epoch  58 Batch  579/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.140
Epoch  58 Batch  580/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.936, Loss:  0.136
Epoch  58 Batch  581/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.936, Loss:  0.129
Epoch  58 Batch  582/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.166
Epoch  58 Batch  583/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.938, Loss:  0.183
Epoch  58 Batch  584/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.938, Loss:  0.174
Epoch  58 Batch  585/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.937, Loss:  0.148
Epoch  58 Batch  586/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.937, Loss:  0.178
Epoch  58 Batch  587/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.937, Loss:  0.168
Epoch  58 Batch  588/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.937, Loss:  0.155
Epoch  58 Batch  589/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.932, Loss:  0.167
Epoch  58 Batch  590/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.162
Epoch  58 Batch  591/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.159
Epoch  58 Batch  592/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.176
Epoch  58 Batch  593/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.925, Loss:  0.176
Epoch  58 Batch  594/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.918, Loss:  0.150
Epoch  58 Batch  595/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.920, Loss:  0.162
Epoch  58 Batch  596/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.925, Loss:  0.173
Epoch  58 Batch  597/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.154
Epoch  58 Batch  598/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.148
Epoch  58 Batch  599/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.223
Epoch  58 Batch  600/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.158
Epoch  58 Batch  601/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.927, Loss:  0.154
Epoch  58 Batch  602/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.927, Loss:  0.170
Epoch  58 Batch  603/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.927, Loss:  0.149
Epoch  58 Batch  604/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.924, Loss:  0.179
Epoch  58 Batch  605/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.181
Epoch  58 Batch  606/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.920, Loss:  0.131
Epoch  58 Batch  607/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.920, Loss:  0.165
Epoch  58 Batch  608/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.919, Loss:  0.184
Epoch  58 Batch  609/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.924, Loss:  0.185
Epoch  58 Batch  610/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.929, Loss:  0.175
Epoch  58 Batch  611/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.930, Loss:  0.169
Epoch  58 Batch  612/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.934, Loss:  0.133
Epoch  58 Batch  613/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.172
Epoch  58 Batch  614/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.934, Loss:  0.160
Epoch  58 Batch  615/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.156
Epoch  58 Batch  616/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.172
Epoch  58 Batch  617/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.937, Loss:  0.160
Epoch  58 Batch  618/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.929, Loss:  0.165
Epoch  58 Batch  619/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.930, Loss:  0.153
Epoch  58 Batch  620/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.143
Epoch  58 Batch  621/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.928, Loss:  0.184
Epoch  58 Batch  622/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.928, Loss:  0.171
Epoch  58 Batch  623/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.187
Epoch  58 Batch  624/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.146
Epoch  58 Batch  625/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.147
Epoch  58 Batch  626/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.148
Epoch  58 Batch  627/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.160
Epoch  58 Batch  628/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.928, Loss:  0.184
Epoch  58 Batch  629/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.174
Epoch  58 Batch  630/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.178
Epoch  58 Batch  631/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.157
Epoch  58 Batch  632/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.146
Epoch  58 Batch  633/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.923, Loss:  0.156
Epoch  58 Batch  634/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.146
Epoch  58 Batch  635/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.924, Loss:  0.214
Epoch  58 Batch  636/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.150
Epoch  58 Batch  637/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.166
Epoch  58 Batch  638/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.927, Loss:  0.167
Epoch  58 Batch  639/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.175
Epoch  58 Batch  640/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.157
Epoch  58 Batch  641/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.162
Epoch  58 Batch  642/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.160
Epoch  58 Batch  643/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.931, Loss:  0.141
Epoch  58 Batch  644/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.164
Epoch  58 Batch  645/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.935, Loss:  0.158
Epoch  58 Batch  646/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.938, Loss:  0.167
Epoch  58 Batch  647/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.171
Epoch  58 Batch  648/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.138
Epoch  58 Batch  649/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.939, Loss:  0.167
Epoch  58 Batch  650/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.935, Loss:  0.163
Epoch  58 Batch  651/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.931, Loss:  0.152
Epoch  58 Batch  652/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.936, Loss:  0.170
Epoch  58 Batch  653/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.183
Epoch  58 Batch  654/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.144
Epoch  58 Batch  655/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.181
Epoch  58 Batch  656/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.934, Loss:  0.155
Epoch  58 Batch  657/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.934, Loss:  0.173
Epoch  58 Batch  658/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.147
Epoch  58 Batch  659/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.154
Epoch  58 Batch  660/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.933, Loss:  0.172
Epoch  58 Batch  661/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.936, Loss:  0.147
Epoch  58 Batch  662/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.936, Loss:  0.158
Epoch  58 Batch  663/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.154
Epoch  58 Batch  664/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.936, Loss:  0.164
Epoch  58 Batch  665/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.936, Loss:  0.152
Epoch  58 Batch  666/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.179
Epoch  58 Batch  667/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.933, Loss:  0.155
Epoch  58 Batch  668/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.174
Epoch  58 Batch  669/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.159
Epoch  58 Batch  670/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.932, Loss:  0.182
Epoch  58 Batch  671/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.932, Loss:  0.161
Epoch  58 Batch  672/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.933, Loss:  0.175
Epoch  58 Batch  673/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.933, Loss:  0.153
Epoch  58 Batch  674/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.933, Loss:  0.149
Epoch  58 Batch  675/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.173
Epoch  58 Batch  676/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.169
Epoch  58 Batch  677/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.934, Loss:  0.182
Epoch  58 Batch  678/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.934, Loss:  0.150
Epoch  58 Batch  679/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.175
Epoch  58 Batch  680/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.146
Epoch  58 Batch  681/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.932, Loss:  0.155
Epoch  58 Batch  682/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.932, Loss:  0.153
Epoch  58 Batch  683/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.166
Epoch  58 Batch  684/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.150
Epoch  58 Batch  685/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.926, Loss:  0.179
Epoch  58 Batch  686/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.169
Epoch  58 Batch  687/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.926, Loss:  0.181
Epoch  58 Batch  688/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.156
Epoch  58 Batch  689/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.930, Loss:  0.159
Epoch  58 Batch  690/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.179
Epoch  58 Batch  691/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.928, Loss:  0.169
Epoch  58 Batch  692/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.158
Epoch  58 Batch  693/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.172
Epoch  58 Batch  694/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.167
Epoch  58 Batch  695/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.155
Epoch  58 Batch  696/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.931, Loss:  0.185
Epoch  58 Batch  697/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.152
Epoch  58 Batch  698/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.926, Loss:  0.153
Epoch  58 Batch  699/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.926, Loss:  0.160
Epoch  58 Batch  700/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.140
Epoch  58 Batch  701/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.175
Epoch  58 Batch  702/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.199
Epoch  58 Batch  703/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.927, Loss:  0.156
Epoch  58 Batch  704/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.926, Loss:  0.186
Epoch  58 Batch  705/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.927, Loss:  0.167
Epoch  58 Batch  706/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.927, Loss:  0.202
Epoch  58 Batch  707/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.164
Epoch  58 Batch  708/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.161
Epoch  58 Batch  709/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.931, Loss:  0.180
Epoch  58 Batch  710/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.931, Loss:  0.143
Epoch  58 Batch  711/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.187
Epoch  58 Batch  712/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.935, Loss:  0.162
Epoch  58 Batch  713/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.936, Loss:  0.161
Epoch  58 Batch  714/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.936, Loss:  0.165
Epoch  58 Batch  715/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.935, Loss:  0.190
Epoch  58 Batch  716/1077 - Train Accuracy:  0.968, Validation Accuracy:  0.935, Loss:  0.153
Epoch  58 Batch  717/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.930, Loss:  0.149
Epoch  58 Batch  718/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.930, Loss:  0.167
Epoch  58 Batch  719/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.933, Loss:  0.162
Epoch  58 Batch  720/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.933, Loss:  0.187
Epoch  58 Batch  721/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.169
Epoch  58 Batch  722/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.933, Loss:  0.136
Epoch  58 Batch  723/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.940, Loss:  0.145
Epoch  58 Batch  724/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.938, Loss:  0.192
Epoch  58 Batch  725/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.938, Loss:  0.153
Epoch  58 Batch  726/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.938, Loss:  0.149
Epoch  58 Batch  727/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.938, Loss:  0.137
Epoch  58 Batch  728/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.940, Loss:  0.182
Epoch  58 Batch  729/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.201
Epoch  58 Batch  730/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.935, Loss:  0.181
Epoch  58 Batch  731/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.935, Loss:  0.163
Epoch  58 Batch  732/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.935, Loss:  0.183
Epoch  58 Batch  733/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.163
Epoch  58 Batch  734/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.933, Loss:  0.163
Epoch  58 Batch  735/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.933, Loss:  0.145
Epoch  58 Batch  736/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.936, Loss:  0.153
Epoch  58 Batch  737/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.936, Loss:  0.187
Epoch  58 Batch  738/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.151
Epoch  58 Batch  739/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.936, Loss:  0.149
Epoch  58 Batch  740/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.936, Loss:  0.147
Epoch  58 Batch  741/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.936, Loss:  0.181
Epoch  58 Batch  742/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.936, Loss:  0.143
Epoch  58 Batch  743/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.936, Loss:  0.165
Epoch  58 Batch  744/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.936, Loss:  0.159
Epoch  58 Batch  745/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.935, Loss:  0.169
Epoch  58 Batch  746/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.166
Epoch  58 Batch  747/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.140
Epoch  58 Batch  748/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.932, Loss:  0.134
Epoch  58 Batch  749/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.929, Loss:  0.170
Epoch  58 Batch  750/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.167
Epoch  58 Batch  751/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.929, Loss:  0.173
Epoch  58 Batch  752/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.934, Loss:  0.135
Epoch  58 Batch  753/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.938, Loss:  0.168
Epoch  58 Batch  754/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.941, Loss:  0.178
Epoch  58 Batch  755/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.941, Loss:  0.176
Epoch  58 Batch  756/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.175
Epoch  58 Batch  757/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.942, Loss:  0.164
Epoch  58 Batch  758/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.942, Loss:  0.148
Epoch  58 Batch  759/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.143
Epoch  58 Batch  760/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.941, Loss:  0.171
Epoch  58 Batch  761/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.940, Loss:  0.168
Epoch  58 Batch  762/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.940, Loss:  0.144
Epoch  58 Batch  763/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.940, Loss:  0.156
Epoch  58 Batch  764/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.168
Epoch  58 Batch  765/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.940, Loss:  0.154
Epoch  58 Batch  766/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.166
Epoch  58 Batch  767/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.157
Epoch  58 Batch  768/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.941, Loss:  0.167
Epoch  58 Batch  769/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.162
Epoch  58 Batch  770/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.941, Loss:  0.142
Epoch  58 Batch  771/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.146
Epoch  58 Batch  772/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.939, Loss:  0.164
Epoch  58 Batch  773/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.939, Loss:  0.146
Epoch  58 Batch  774/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.164
Epoch  58 Batch  775/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.939, Loss:  0.155
Epoch  58 Batch  776/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.137
Epoch  58 Batch  777/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.940, Loss:  0.168
Epoch  58 Batch  778/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.940, Loss:  0.141
Epoch  58 Batch  779/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.944, Loss:  0.157
Epoch  58 Batch  780/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.944, Loss:  0.187
Epoch  58 Batch  781/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.943, Loss:  0.134
Epoch  58 Batch  782/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.943, Loss:  0.167
Epoch  58 Batch  783/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.193
Epoch  58 Batch  784/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.150
Epoch  58 Batch  785/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.935, Loss:  0.151
Epoch  58 Batch  786/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.154
Epoch  58 Batch  787/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.175
Epoch  58 Batch  788/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.178
Epoch  58 Batch  789/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.929, Loss:  0.170
Epoch  58 Batch  790/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.929, Loss:  0.177
Epoch  58 Batch  791/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.931, Loss:  0.172
Epoch  58 Batch  792/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.166
Epoch  58 Batch  793/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.168
Epoch  58 Batch  794/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.935, Loss:  0.150
Epoch  58 Batch  795/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.167
Epoch  58 Batch  796/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.142
Epoch  58 Batch  797/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.931, Loss:  0.151
Epoch  58 Batch  798/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.931, Loss:  0.152
Epoch  58 Batch  799/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.175
Epoch  58 Batch  800/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.934, Loss:  0.145
Epoch  58 Batch  801/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.160
Epoch  58 Batch  802/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.200
Epoch  58 Batch  803/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.934, Loss:  0.190
Epoch  58 Batch  804/1077 - Train Accuracy:  0.961, Validation Accuracy:  0.934, Loss:  0.161
Epoch  58 Batch  805/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.934, Loss:  0.164
Epoch  58 Batch  806/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.932, Loss:  0.147
Epoch  58 Batch  807/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.932, Loss:  0.133
Epoch  58 Batch  808/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.932, Loss:  0.165
Epoch  58 Batch  809/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.932, Loss:  0.179
Epoch  58 Batch  810/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.152
Epoch  58 Batch  811/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.932, Loss:  0.152
Epoch  58 Batch  812/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.165
Epoch  58 Batch  813/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.933, Loss:  0.159
Epoch  58 Batch  814/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.932, Loss:  0.160
Epoch  58 Batch  815/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.936, Loss:  0.162
Epoch  58 Batch  816/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.936, Loss:  0.173
Epoch  58 Batch  817/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.187
Epoch  58 Batch  818/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.932, Loss:  0.164
Epoch  58 Batch  819/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.164
Epoch  58 Batch  820/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.931, Loss:  0.159
Epoch  58 Batch  821/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.155
Epoch  58 Batch  822/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.931, Loss:  0.153
Epoch  58 Batch  823/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.932, Loss:  0.140
Epoch  58 Batch  824/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.173
Epoch  58 Batch  825/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.934, Loss:  0.149
Epoch  58 Batch  826/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.936, Loss:  0.142
Epoch  58 Batch  827/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.170
Epoch  58 Batch  828/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.936, Loss:  0.146
Epoch  58 Batch  829/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.935, Loss:  0.197
Epoch  58 Batch  830/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.935, Loss:  0.149
Epoch  58 Batch  831/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.936, Loss:  0.172
Epoch  58 Batch  832/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.155
Epoch  58 Batch  833/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.188
Epoch  58 Batch  834/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.175
Epoch  58 Batch  835/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.931, Loss:  0.171
Epoch  58 Batch  836/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.158
Epoch  58 Batch  837/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.202
Epoch  58 Batch  838/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.940, Loss:  0.140
Epoch  58 Batch  839/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.152
Epoch  58 Batch  840/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.945, Loss:  0.154
Epoch  58 Batch  841/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.945, Loss:  0.201
Epoch  58 Batch  842/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.945, Loss:  0.139
Epoch  58 Batch  843/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.944, Loss:  0.158
Epoch  58 Batch  844/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.148
Epoch  58 Batch  845/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.160
Epoch  58 Batch  846/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.944, Loss:  0.195
Epoch  58 Batch  847/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.944, Loss:  0.202
Epoch  58 Batch  848/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.141
Epoch  58 Batch  849/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.943, Loss:  0.163
Epoch  58 Batch  850/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.939, Loss:  0.184
Epoch  58 Batch  851/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.175
Epoch  58 Batch  852/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.939, Loss:  0.190
Epoch  58 Batch  853/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.935, Loss:  0.140
Epoch  58 Batch  854/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.172
Epoch  58 Batch  855/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.182
Epoch  58 Batch  856/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.171
Epoch  58 Batch  857/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.164
Epoch  58 Batch  858/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.934, Loss:  0.176
Epoch  58 Batch  859/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.184
Epoch  58 Batch  860/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.934, Loss:  0.171
Epoch  58 Batch  861/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.935, Loss:  0.158
Epoch  58 Batch  862/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.934, Loss:  0.155
Epoch  58 Batch  863/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.143
Epoch  58 Batch  864/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.149
Epoch  58 Batch  865/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.155
Epoch  58 Batch  866/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.189
Epoch  58 Batch  867/1077 - Train Accuracy:  0.876, Validation Accuracy:  0.931, Loss:  0.216
Epoch  58 Batch  868/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.164
Epoch  58 Batch  869/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.160
Epoch  58 Batch  870/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.183
Epoch  58 Batch  871/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.931, Loss:  0.146
Epoch  58 Batch  872/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.153
Epoch  58 Batch  873/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.940, Loss:  0.164
Epoch  58 Batch  874/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.941, Loss:  0.165
Epoch  58 Batch  875/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.936, Loss:  0.160
Epoch  58 Batch  876/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.936, Loss:  0.166
Epoch  58 Batch  877/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.931, Loss:  0.155
Epoch  58 Batch  878/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.932, Loss:  0.144
Epoch  58 Batch  879/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.932, Loss:  0.149
Epoch  58 Batch  880/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.932, Loss:  0.170
Epoch  58 Batch  881/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.176
Epoch  58 Batch  882/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.146
Epoch  58 Batch  883/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.933, Loss:  0.197
Epoch  58 Batch  884/1077 - Train Accuracy:  0.890, Validation Accuracy:  0.933, Loss:  0.145
Epoch  58 Batch  885/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.939, Loss:  0.129
Epoch  58 Batch  886/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.939, Loss:  0.162
Epoch  58 Batch  887/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.939, Loss:  0.194
Epoch  58 Batch  888/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.939, Loss:  0.153
Epoch  58 Batch  889/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.173
Epoch  58 Batch  890/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.940, Loss:  0.161
Epoch  58 Batch  891/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.933, Loss:  0.164
Epoch  58 Batch  892/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.144
Epoch  58 Batch  893/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.932, Loss:  0.181
Epoch  58 Batch  894/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.932, Loss:  0.156
Epoch  58 Batch  895/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.154
Epoch  58 Batch  896/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.176
Epoch  58 Batch  897/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.935, Loss:  0.149
Epoch  58 Batch  898/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.940, Loss:  0.137
Epoch  58 Batch  899/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.182
Epoch  58 Batch  900/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.931, Loss:  0.169
Epoch  58 Batch  901/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.935, Loss:  0.182
Epoch  58 Batch  902/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.940, Loss:  0.176
Epoch  58 Batch  903/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.940, Loss:  0.148
Epoch  58 Batch  904/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.938, Loss:  0.143
Epoch  58 Batch  905/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.933, Loss:  0.159
Epoch  58 Batch  906/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.933, Loss:  0.150
Epoch  58 Batch  907/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.168
Epoch  58 Batch  908/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.934, Loss:  0.165
Epoch  58 Batch  909/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.943, Loss:  0.164
Epoch  58 Batch  910/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.943, Loss:  0.152
Epoch  58 Batch  911/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.950, Loss:  0.147
Epoch  58 Batch  912/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.944, Loss:  0.165
Epoch  58 Batch  913/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.943, Loss:  0.192
Epoch  58 Batch  914/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.941, Loss:  0.223
Epoch  58 Batch  915/1077 - Train Accuracy:  0.873, Validation Accuracy:  0.936, Loss:  0.146
Epoch  58 Batch  916/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.936, Loss:  0.168
Epoch  58 Batch  917/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.161
Epoch  58 Batch  918/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.156
Epoch  58 Batch  919/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.934, Loss:  0.134
Epoch  58 Batch  920/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.934, Loss:  0.157
Epoch  58 Batch  921/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.937, Loss:  0.175
Epoch  58 Batch  922/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.937, Loss:  0.161
Epoch  58 Batch  923/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.938, Loss:  0.144
Epoch  58 Batch  924/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.937, Loss:  0.190
Epoch  58 Batch  925/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.937, Loss:  0.139
Epoch  58 Batch  926/1077 - Train Accuracy:  0.884, Validation Accuracy:  0.942, Loss:  0.163
Epoch  58 Batch  927/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.942, Loss:  0.183
Epoch  58 Batch  928/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.942, Loss:  0.164
Epoch  58 Batch  929/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.942, Loss:  0.168
Epoch  58 Batch  930/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.942, Loss:  0.138
Epoch  58 Batch  931/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.942, Loss:  0.174
Epoch  58 Batch  932/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.163
Epoch  58 Batch  933/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.938, Loss:  0.176
Epoch  58 Batch  934/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.938, Loss:  0.179
Epoch  58 Batch  935/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.939, Loss:  0.155
Epoch  58 Batch  936/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.191
Epoch  58 Batch  937/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.198
Epoch  58 Batch  938/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.939, Loss:  0.185
Epoch  58 Batch  939/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.939, Loss:  0.199
Epoch  58 Batch  940/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.156
Epoch  58 Batch  941/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.148
Epoch  58 Batch  942/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.939, Loss:  0.169
Epoch  58 Batch  943/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.140
Epoch  58 Batch  944/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.934, Loss:  0.155
Epoch  58 Batch  945/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.934, Loss:  0.180
Epoch  58 Batch  946/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.930, Loss:  0.147
Epoch  58 Batch  947/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.930, Loss:  0.180
Epoch  58 Batch  948/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.145
Epoch  58 Batch  949/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.929, Loss:  0.141
Epoch  58 Batch  950/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.177
Epoch  58 Batch  951/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.158
Epoch  58 Batch  952/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.142
Epoch  58 Batch  953/1077 - Train Accuracy:  0.970, Validation Accuracy:  0.928, Loss:  0.133
Epoch  58 Batch  954/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.181
Epoch  58 Batch  955/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.928, Loss:  0.167
Epoch  58 Batch  956/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.177
Epoch  58 Batch  957/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.931, Loss:  0.164
Epoch  58 Batch  958/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.167
Epoch  58 Batch  959/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.177
Epoch  58 Batch  960/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.940, Loss:  0.169
Epoch  58 Batch  961/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.940, Loss:  0.178
Epoch  58 Batch  962/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.170
Epoch  58 Batch  963/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.941, Loss:  0.187
Epoch  58 Batch  964/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.150
Epoch  58 Batch  965/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.940, Loss:  0.179
Epoch  58 Batch  966/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.147
Epoch  58 Batch  967/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.148
Epoch  58 Batch  968/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.938, Loss:  0.204
Epoch  58 Batch  969/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.938, Loss:  0.199
Epoch  58 Batch  970/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.939, Loss:  0.180
Epoch  58 Batch  971/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.939, Loss:  0.159
Epoch  58 Batch  972/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.933, Loss:  0.167
Epoch  58 Batch  973/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.142
Epoch  58 Batch  974/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.153
Epoch  58 Batch  975/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.929, Loss:  0.166
Epoch  58 Batch  976/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.136
Epoch  58 Batch  977/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.129
Epoch  58 Batch  978/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.172
Epoch  58 Batch  979/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.181
Epoch  58 Batch  980/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.935, Loss:  0.164
Epoch  58 Batch  981/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.936, Loss:  0.170
Epoch  58 Batch  982/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.158
Epoch  58 Batch  983/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.179
Epoch  58 Batch  984/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.180
Epoch  58 Batch  985/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.157
Epoch  58 Batch  986/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.928, Loss:  0.170
Epoch  58 Batch  987/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.933, Loss:  0.148
Epoch  58 Batch  988/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.180
Epoch  58 Batch  989/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.934, Loss:  0.163
Epoch  58 Batch  990/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.164
Epoch  58 Batch  991/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.157
Epoch  58 Batch  992/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.935, Loss:  0.168
Epoch  58 Batch  993/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.940, Loss:  0.148
Epoch  58 Batch  994/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.158
Epoch  58 Batch  995/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.942, Loss:  0.162
Epoch  58 Batch  996/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.942, Loss:  0.174
Epoch  58 Batch  997/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.943, Loss:  0.160
Epoch  58 Batch  998/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.943, Loss:  0.166
Epoch  58 Batch  999/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.943, Loss:  0.173
Epoch  58 Batch 1000/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.942, Loss:  0.163
Epoch  58 Batch 1001/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.931, Loss:  0.144
Epoch  58 Batch 1002/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.146
Epoch  58 Batch 1003/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.925, Loss:  0.166
Epoch  58 Batch 1004/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.190
Epoch  58 Batch 1005/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.924, Loss:  0.176
Epoch  58 Batch 1006/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.924, Loss:  0.147
Epoch  58 Batch 1007/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.164
Epoch  58 Batch 1008/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.199
Epoch  58 Batch 1009/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.934, Loss:  0.143
Epoch  58 Batch 1010/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.934, Loss:  0.153
Epoch  58 Batch 1011/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.158
Epoch  58 Batch 1012/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.928, Loss:  0.139
Epoch  58 Batch 1013/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.147
Epoch  58 Batch 1014/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.928, Loss:  0.165
Epoch  58 Batch 1015/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.929, Loss:  0.180
Epoch  58 Batch 1016/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.929, Loss:  0.164
Epoch  58 Batch 1017/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.142
Epoch  58 Batch 1018/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.929, Loss:  0.157
Epoch  58 Batch 1019/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.198
Epoch  58 Batch 1020/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.924, Loss:  0.141
Epoch  58 Batch 1021/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.929, Loss:  0.160
Epoch  58 Batch 1022/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.929, Loss:  0.155
Epoch  58 Batch 1023/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.153
Epoch  58 Batch 1024/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.934, Loss:  0.187
Epoch  58 Batch 1025/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.934, Loss:  0.162
Epoch  58 Batch 1026/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.939, Loss:  0.166
Epoch  58 Batch 1027/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.183
Epoch  58 Batch 1028/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.940, Loss:  0.154
Epoch  58 Batch 1029/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.939, Loss:  0.161
Epoch  58 Batch 1030/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.185
Epoch  58 Batch 1031/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.939, Loss:  0.191
Epoch  58 Batch 1032/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.203
Epoch  58 Batch 1033/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.944, Loss:  0.159
Epoch  58 Batch 1034/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.945, Loss:  0.162
Epoch  58 Batch 1035/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.941, Loss:  0.149
Epoch  58 Batch 1036/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.936, Loss:  0.182
Epoch  58 Batch 1037/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.940, Loss:  0.185
Epoch  58 Batch 1038/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.174
Epoch  58 Batch 1039/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.932, Loss:  0.151
Epoch  58 Batch 1040/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.932, Loss:  0.163
Epoch  58 Batch 1041/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.932, Loss:  0.175
Epoch  58 Batch 1042/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.932, Loss:  0.148
Epoch  58 Batch 1043/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.933, Loss:  0.189
Epoch  58 Batch 1044/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.930, Loss:  0.168
Epoch  58 Batch 1045/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.174
Epoch  58 Batch 1046/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.135
Epoch  58 Batch 1047/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.167
Epoch  58 Batch 1048/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.154
Epoch  58 Batch 1049/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.930, Loss:  0.194
Epoch  58 Batch 1050/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.150
Epoch  58 Batch 1051/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.170
Epoch  58 Batch 1052/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.938, Loss:  0.157
Epoch  58 Batch 1053/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.938, Loss:  0.165
Epoch  58 Batch 1054/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.139
Epoch  58 Batch 1055/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.143
Epoch  58 Batch 1056/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.938, Loss:  0.154
Epoch  58 Batch 1057/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.938, Loss:  0.183
Epoch  58 Batch 1058/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.942, Loss:  0.173
Epoch  58 Batch 1059/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.942, Loss:  0.187
Epoch  58 Batch 1060/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.149
Epoch  58 Batch 1061/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.935, Loss:  0.173
Epoch  58 Batch 1062/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.935, Loss:  0.151
Epoch  58 Batch 1063/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.940, Loss:  0.172
Epoch  58 Batch 1064/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.157
Epoch  58 Batch 1065/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.153
Epoch  58 Batch 1066/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.154
Epoch  58 Batch 1067/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.932, Loss:  0.177
Epoch  58 Batch 1068/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.937, Loss:  0.144
Epoch  58 Batch 1069/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.936, Loss:  0.134
Epoch  58 Batch 1070/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.937, Loss:  0.163
Epoch  58 Batch 1071/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.937, Loss:  0.156
Epoch  58 Batch 1072/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.943, Loss:  0.175
Epoch  58 Batch 1073/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.943, Loss:  0.173
Epoch  58 Batch 1074/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.943, Loss:  0.185
Epoch  58 Batch 1075/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.935, Loss:  0.180
Epoch  59 Batch    0/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.935, Loss:  0.125
Epoch  59 Batch    1/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.935, Loss:  0.153
Epoch  59 Batch    2/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.936, Loss:  0.170
Epoch  59 Batch    3/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.159
Epoch  59 Batch    4/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.941, Loss:  0.161
Epoch  59 Batch    5/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.209
Epoch  59 Batch    6/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.941, Loss:  0.161
Epoch  59 Batch    7/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.941, Loss:  0.132
Epoch  59 Batch    8/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.941, Loss:  0.156
Epoch  59 Batch    9/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.167
Epoch  59 Batch   10/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.940, Loss:  0.166
Epoch  59 Batch   11/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.942, Loss:  0.175
Epoch  59 Batch   12/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.182
Epoch  59 Batch   13/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.943, Loss:  0.174
Epoch  59 Batch   14/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.943, Loss:  0.141
Epoch  59 Batch   15/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.943, Loss:  0.151
Epoch  59 Batch   16/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.937, Loss:  0.172
Epoch  59 Batch   17/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.932, Loss:  0.172
Epoch  59 Batch   18/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.171
Epoch  59 Batch   19/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.156
Epoch  59 Batch   20/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.931, Loss:  0.148
Epoch  59 Batch   21/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.931, Loss:  0.153
Epoch  59 Batch   22/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.151
Epoch  59 Batch   23/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.160
Epoch  59 Batch   24/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.925, Loss:  0.142
Epoch  59 Batch   25/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.925, Loss:  0.136
Epoch  59 Batch   26/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.162
Epoch  59 Batch   27/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.146
Epoch  59 Batch   28/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.928, Loss:  0.154
Epoch  59 Batch   29/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.927, Loss:  0.142
Epoch  59 Batch   30/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.926, Loss:  0.160
Epoch  59 Batch   31/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.926, Loss:  0.165
Epoch  59 Batch   32/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.926, Loss:  0.149
Epoch  59 Batch   33/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.926, Loss:  0.126
Epoch  59 Batch   34/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.173
Epoch  59 Batch   35/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.931, Loss:  0.158
Epoch  59 Batch   36/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.159
Epoch  59 Batch   37/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.931, Loss:  0.155
Epoch  59 Batch   38/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.936, Loss:  0.161
Epoch  59 Batch   39/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.936, Loss:  0.188
Epoch  59 Batch   40/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.941, Loss:  0.154
Epoch  59 Batch   41/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.939, Loss:  0.159
Epoch  59 Batch   42/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.938, Loss:  0.185
Epoch  59 Batch   43/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.940, Loss:  0.137
Epoch  59 Batch   44/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.937, Loss:  0.154
Epoch  59 Batch   45/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.939, Loss:  0.173
Epoch  59 Batch   46/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.942, Loss:  0.163
Epoch  59 Batch   47/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.942, Loss:  0.155
Epoch  59 Batch   48/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.943, Loss:  0.187
Epoch  59 Batch   49/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.943, Loss:  0.162
Epoch  59 Batch   50/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.144
Epoch  59 Batch   51/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.939, Loss:  0.140
Epoch  59 Batch   52/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.944, Loss:  0.176
Epoch  59 Batch   53/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.944, Loss:  0.165
Epoch  59 Batch   54/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.210
Epoch  59 Batch   55/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.163
Epoch  59 Batch   56/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.936, Loss:  0.144
Epoch  59 Batch   57/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.137
Epoch  59 Batch   58/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.147
Epoch  59 Batch   59/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.936, Loss:  0.172
Epoch  59 Batch   60/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.936, Loss:  0.148
Epoch  59 Batch   61/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.166
Epoch  59 Batch   62/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.164
Epoch  59 Batch   63/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.937, Loss:  0.150
Epoch  59 Batch   64/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.152
Epoch  59 Batch   65/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.941, Loss:  0.154
Epoch  59 Batch   66/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.941, Loss:  0.150
Epoch  59 Batch   67/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.941, Loss:  0.158
Epoch  59 Batch   68/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.194
Epoch  59 Batch   69/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.938, Loss:  0.187
Epoch  59 Batch   70/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.934, Loss:  0.185
Epoch  59 Batch   71/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.156
Epoch  59 Batch   72/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.169
Epoch  59 Batch   73/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.184
Epoch  59 Batch   74/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.933, Loss:  0.126
Epoch  59 Batch   75/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.933, Loss:  0.180
Epoch  59 Batch   76/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.160
Epoch  59 Batch   77/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.927, Loss:  0.145
Epoch  59 Batch   78/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.928, Loss:  0.162
Epoch  59 Batch   79/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.933, Loss:  0.166
Epoch  59 Batch   80/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.933, Loss:  0.148
Epoch  59 Batch   81/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.932, Loss:  0.148
Epoch  59 Batch   82/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.933, Loss:  0.138
Epoch  59 Batch   83/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.170
Epoch  59 Batch   84/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.182
Epoch  59 Batch   85/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.933, Loss:  0.153
Epoch  59 Batch   86/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.932, Loss:  0.174
Epoch  59 Batch   87/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.932, Loss:  0.177
Epoch  59 Batch   88/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.933, Loss:  0.170
Epoch  59 Batch   89/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.158
Epoch  59 Batch   90/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.938, Loss:  0.173
Epoch  59 Batch   91/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.151
Epoch  59 Batch   92/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.940, Loss:  0.167
Epoch  59 Batch   93/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.940, Loss:  0.183
Epoch  59 Batch   94/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.940, Loss:  0.147
Epoch  59 Batch   95/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.940, Loss:  0.166
Epoch  59 Batch   96/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.940, Loss:  0.160
Epoch  59 Batch   97/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.940, Loss:  0.169
Epoch  59 Batch   98/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.158
Epoch  59 Batch   99/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.939, Loss:  0.167
Epoch  59 Batch  100/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.939, Loss:  0.161
Epoch  59 Batch  101/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.939, Loss:  0.152
Epoch  59 Batch  102/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.174
Epoch  59 Batch  103/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.939, Loss:  0.197
Epoch  59 Batch  104/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.939, Loss:  0.173
Epoch  59 Batch  105/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.177
Epoch  59 Batch  106/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.943, Loss:  0.199
Epoch  59 Batch  107/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.943, Loss:  0.184
Epoch  59 Batch  108/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.938, Loss:  0.148
Epoch  59 Batch  109/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.938, Loss:  0.164
Epoch  59 Batch  110/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.125
Epoch  59 Batch  111/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.933, Loss:  0.161
Epoch  59 Batch  112/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.147
Epoch  59 Batch  113/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.936, Loss:  0.205
Epoch  59 Batch  114/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.137
Epoch  59 Batch  115/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.939, Loss:  0.188
Epoch  59 Batch  116/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.940, Loss:  0.167
Epoch  59 Batch  117/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.943, Loss:  0.152
Epoch  59 Batch  118/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.942, Loss:  0.174
Epoch  59 Batch  119/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.942, Loss:  0.159
Epoch  59 Batch  120/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.941, Loss:  0.177
Epoch  59 Batch  121/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.936, Loss:  0.158
Epoch  59 Batch  122/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.933, Loss:  0.146
Epoch  59 Batch  123/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.938, Loss:  0.140
Epoch  59 Batch  124/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.941, Loss:  0.166
Epoch  59 Batch  125/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.941, Loss:  0.169
Epoch  59 Batch  126/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.126
Epoch  59 Batch  127/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.942, Loss:  0.154
Epoch  59 Batch  128/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.941, Loss:  0.152
Epoch  59 Batch  129/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.941, Loss:  0.168
Epoch  59 Batch  130/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.941, Loss:  0.147
Epoch  59 Batch  131/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.942, Loss:  0.173
Epoch  59 Batch  132/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.942, Loss:  0.170
Epoch  59 Batch  133/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.939, Loss:  0.149
Epoch  59 Batch  134/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.153
Epoch  59 Batch  135/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.929, Loss:  0.172
Epoch  59 Batch  136/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.152
Epoch  59 Batch  137/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.134
Epoch  59 Batch  138/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.154
Epoch  59 Batch  139/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.165
Epoch  59 Batch  140/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.158
Epoch  59 Batch  141/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.928, Loss:  0.149
Epoch  59 Batch  142/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.160
Epoch  59 Batch  143/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.934, Loss:  0.161
Epoch  59 Batch  144/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.937, Loss:  0.180
Epoch  59 Batch  145/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.941, Loss:  0.195
Epoch  59 Batch  146/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.941, Loss:  0.203
Epoch  59 Batch  147/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.943, Loss:  0.181
Epoch  59 Batch  148/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.948, Loss:  0.153
Epoch  59 Batch  149/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.948, Loss:  0.165
Epoch  59 Batch  150/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.948, Loss:  0.141
Epoch  59 Batch  151/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.948, Loss:  0.129
Epoch  59 Batch  152/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.948, Loss:  0.180
Epoch  59 Batch  153/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.947, Loss:  0.174
Epoch  59 Batch  154/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.947, Loss:  0.162
Epoch  59 Batch  155/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.947, Loss:  0.156
Epoch  59 Batch  156/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.947, Loss:  0.161
Epoch  59 Batch  157/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.941, Loss:  0.187
Epoch  59 Batch  158/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.945, Loss:  0.166
Epoch  59 Batch  159/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.944, Loss:  0.135
Epoch  59 Batch  160/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.939, Loss:  0.159
Epoch  59 Batch  161/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.939, Loss:  0.155
Epoch  59 Batch  162/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.939, Loss:  0.212
Epoch  59 Batch  163/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.939, Loss:  0.187
Epoch  59 Batch  164/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.180
Epoch  59 Batch  165/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.934, Loss:  0.162
Epoch  59 Batch  166/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.171
Epoch  59 Batch  167/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.160
Epoch  59 Batch  168/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.190
Epoch  59 Batch  169/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.924, Loss:  0.177
Epoch  59 Batch  170/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.160
Epoch  59 Batch  171/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.924, Loss:  0.137
Epoch  59 Batch  172/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.938, Loss:  0.155
Epoch  59 Batch  173/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.174
Epoch  59 Batch  174/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.155
Epoch  59 Batch  175/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.159
Epoch  59 Batch  176/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.931, Loss:  0.170
Epoch  59 Batch  177/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.930, Loss:  0.173
Epoch  59 Batch  178/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.930, Loss:  0.168
Epoch  59 Batch  179/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.930, Loss:  0.164
Epoch  59 Batch  180/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.931, Loss:  0.162
Epoch  59 Batch  181/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.931, Loss:  0.177
Epoch  59 Batch  182/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.930, Loss:  0.175
Epoch  59 Batch  183/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.934, Loss:  0.163
Epoch  59 Batch  184/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.935, Loss:  0.138
Epoch  59 Batch  185/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.168
Epoch  59 Batch  186/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.939, Loss:  0.172
Epoch  59 Batch  187/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.940, Loss:  0.145
Epoch  59 Batch  188/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.940, Loss:  0.151
Epoch  59 Batch  189/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.940, Loss:  0.159
Epoch  59 Batch  190/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.940, Loss:  0.151
Epoch  59 Batch  191/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.940, Loss:  0.129
Epoch  59 Batch  192/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.940, Loss:  0.163
Epoch  59 Batch  193/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.175
Epoch  59 Batch  194/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.940, Loss:  0.138
Epoch  59 Batch  195/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.940, Loss:  0.147
Epoch  59 Batch  196/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.945, Loss:  0.157
Epoch  59 Batch  197/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.949, Loss:  0.156
Epoch  59 Batch  198/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.949, Loss:  0.164
Epoch  59 Batch  199/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.946, Loss:  0.143
Epoch  59 Batch  200/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.946, Loss:  0.177
Epoch  59 Batch  201/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.945, Loss:  0.148
Epoch  59 Batch  202/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.941, Loss:  0.165
Epoch  59 Batch  203/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.936, Loss:  0.176
Epoch  59 Batch  204/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.941, Loss:  0.218
Epoch  59 Batch  205/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.941, Loss:  0.168
Epoch  59 Batch  206/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.941, Loss:  0.166
Epoch  59 Batch  207/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.936, Loss:  0.176
Epoch  59 Batch  208/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.941, Loss:  0.225
Epoch  59 Batch  209/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.939, Loss:  0.126
Epoch  59 Batch  210/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.939, Loss:  0.184
Epoch  59 Batch  211/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.929, Loss:  0.163
Epoch  59 Batch  212/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.166
Epoch  59 Batch  213/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.929, Loss:  0.134
Epoch  59 Batch  214/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.934, Loss:  0.157
Epoch  59 Batch  215/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.925, Loss:  0.180
Epoch  59 Batch  216/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.925, Loss:  0.179
Epoch  59 Batch  217/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.920, Loss:  0.144
Epoch  59 Batch  218/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.922, Loss:  0.192
Epoch  59 Batch  219/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.922, Loss:  0.135
Epoch  59 Batch  220/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.922, Loss:  0.172
Epoch  59 Batch  221/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.163
Epoch  59 Batch  222/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.919, Loss:  0.157
Epoch  59 Batch  223/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.919, Loss:  0.150
Epoch  59 Batch  224/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.920, Loss:  0.160
Epoch  59 Batch  225/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.182
Epoch  59 Batch  226/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.925, Loss:  0.161
Epoch  59 Batch  227/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.924, Loss:  0.193
Epoch  59 Batch  228/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.926, Loss:  0.164
Epoch  59 Batch  229/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.173
Epoch  59 Batch  230/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.152
Epoch  59 Batch  231/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.930, Loss:  0.197
Epoch  59 Batch  232/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.930, Loss:  0.166
Epoch  59 Batch  233/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.928, Loss:  0.194
Epoch  59 Batch  234/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.932, Loss:  0.195
Epoch  59 Batch  235/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.942, Loss:  0.164
Epoch  59 Batch  236/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.946, Loss:  0.184
Epoch  59 Batch  237/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.951, Loss:  0.151
Epoch  59 Batch  238/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.951, Loss:  0.162
Epoch  59 Batch  239/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.951, Loss:  0.132
Epoch  59 Batch  240/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.951, Loss:  0.148
Epoch  59 Batch  241/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.951, Loss:  0.129
Epoch  59 Batch  242/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.951, Loss:  0.160
Epoch  59 Batch  243/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.947, Loss:  0.167
Epoch  59 Batch  244/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.947, Loss:  0.182
Epoch  59 Batch  245/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.947, Loss:  0.163
Epoch  59 Batch  246/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.942, Loss:  0.152
Epoch  59 Batch  247/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.943, Loss:  0.158
Epoch  59 Batch  248/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.944, Loss:  0.170
Epoch  59 Batch  249/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.165
Epoch  59 Batch  250/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.935, Loss:  0.161
Epoch  59 Batch  251/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.179
Epoch  59 Batch  252/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.930, Loss:  0.154
Epoch  59 Batch  253/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.931, Loss:  0.161
Epoch  59 Batch  254/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.935, Loss:  0.164
Epoch  59 Batch  255/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.942, Loss:  0.161
Epoch  59 Batch  256/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.938, Loss:  0.191
Epoch  59 Batch  257/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.938, Loss:  0.164
Epoch  59 Batch  258/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.943, Loss:  0.161
Epoch  59 Batch  259/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.939, Loss:  0.160
Epoch  59 Batch  260/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.939, Loss:  0.146
Epoch  59 Batch  261/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.939, Loss:  0.156
Epoch  59 Batch  262/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.939, Loss:  0.137
Epoch  59 Batch  263/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.939, Loss:  0.151
Epoch  59 Batch  264/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.164
Epoch  59 Batch  265/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.937, Loss:  0.154
Epoch  59 Batch  266/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.949, Loss:  0.156
Epoch  59 Batch  267/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.948, Loss:  0.144
Epoch  59 Batch  268/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.946, Loss:  0.169
Epoch  59 Batch  269/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.941, Loss:  0.177
Epoch  59 Batch  270/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.941, Loss:  0.179
Epoch  59 Batch  271/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.941, Loss:  0.151
Epoch  59 Batch  272/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.941, Loss:  0.208
Epoch  59 Batch  273/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.939, Loss:  0.135
Epoch  59 Batch  274/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.168
Epoch  59 Batch  275/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.938, Loss:  0.174
Epoch  59 Batch  276/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.189
Epoch  59 Batch  277/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.924, Loss:  0.136
Epoch  59 Batch  278/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.184
Epoch  59 Batch  279/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.929, Loss:  0.188
Epoch  59 Batch  280/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.167
Epoch  59 Batch  281/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.928, Loss:  0.164
Epoch  59 Batch  282/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.926, Loss:  0.198
Epoch  59 Batch  283/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.178
Epoch  59 Batch  284/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.934, Loss:  0.176
Epoch  59 Batch  285/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.167
Epoch  59 Batch  286/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.147
Epoch  59 Batch  287/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.153
Epoch  59 Batch  288/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.929, Loss:  0.186
Epoch  59 Batch  289/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.922, Loss:  0.168
Epoch  59 Batch  290/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.922, Loss:  0.198
Epoch  59 Batch  291/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.926, Loss:  0.170
Epoch  59 Batch  292/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.931, Loss:  0.167
Epoch  59 Batch  293/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.931, Loss:  0.185
Epoch  59 Batch  294/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.149
Epoch  59 Batch  295/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.934, Loss:  0.176
Epoch  59 Batch  296/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.147
Epoch  59 Batch  297/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.936, Loss:  0.195
Epoch  59 Batch  298/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.198
Epoch  59 Batch  299/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.940, Loss:  0.162
Epoch  59 Batch  300/1077 - Train Accuracy:  0.968, Validation Accuracy:  0.941, Loss:  0.152
Epoch  59 Batch  301/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.941, Loss:  0.146
Epoch  59 Batch  302/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.942, Loss:  0.156
Epoch  59 Batch  303/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.941, Loss:  0.181
Epoch  59 Batch  304/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.941, Loss:  0.149
Epoch  59 Batch  305/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.941, Loss:  0.167
Epoch  59 Batch  306/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.940, Loss:  0.175
Epoch  59 Batch  307/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.940, Loss:  0.158
Epoch  59 Batch  308/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.940, Loss:  0.174
Epoch  59 Batch  309/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.943, Loss:  0.144
Epoch  59 Batch  310/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.943, Loss:  0.154
Epoch  59 Batch  311/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.938, Loss:  0.145
Epoch  59 Batch  312/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.938, Loss:  0.175
Epoch  59 Batch  313/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.938, Loss:  0.145
Epoch  59 Batch  314/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.938, Loss:  0.163
Epoch  59 Batch  315/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.938, Loss:  0.146
Epoch  59 Batch  316/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.145
Epoch  59 Batch  317/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.938, Loss:  0.187
Epoch  59 Batch  318/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.153
Epoch  59 Batch  319/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.935, Loss:  0.173
Epoch  59 Batch  320/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.161
Epoch  59 Batch  321/1077 - Train Accuracy:  0.895, Validation Accuracy:  0.930, Loss:  0.162
Epoch  59 Batch  322/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.148
Epoch  59 Batch  323/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.927, Loss:  0.179
Epoch  59 Batch  324/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.927, Loss:  0.149
Epoch  59 Batch  325/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.927, Loss:  0.163
Epoch  59 Batch  326/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.142
Epoch  59 Batch  327/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.168
Epoch  59 Batch  328/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.928, Loss:  0.194
Epoch  59 Batch  329/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.928, Loss:  0.194
Epoch  59 Batch  330/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.928, Loss:  0.168
Epoch  59 Batch  331/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.933, Loss:  0.158
Epoch  59 Batch  332/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.933, Loss:  0.133
Epoch  59 Batch  333/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.933, Loss:  0.144
Epoch  59 Batch  334/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.933, Loss:  0.154
Epoch  59 Batch  335/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.933, Loss:  0.167
Epoch  59 Batch  336/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.933, Loss:  0.208
Epoch  59 Batch  337/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.933, Loss:  0.183
Epoch  59 Batch  338/1077 - Train Accuracy:  0.888, Validation Accuracy:  0.938, Loss:  0.206
Epoch  59 Batch  339/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.939, Loss:  0.143
Epoch  59 Batch  340/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.163
Epoch  59 Batch  341/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.937, Loss:  0.197
Epoch  59 Batch  342/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.151
Epoch  59 Batch  343/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.166
Epoch  59 Batch  344/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.941, Loss:  0.160
Epoch  59 Batch  345/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.941, Loss:  0.161
Epoch  59 Batch  346/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.938, Loss:  0.175
Epoch  59 Batch  347/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.933, Loss:  0.140
Epoch  59 Batch  348/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.153
Epoch  59 Batch  349/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.939, Loss:  0.142
Epoch  59 Batch  350/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.159
Epoch  59 Batch  351/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.939, Loss:  0.179
Epoch  59 Batch  352/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.939, Loss:  0.150
Epoch  59 Batch  353/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.939, Loss:  0.169
Epoch  59 Batch  354/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.942, Loss:  0.185
Epoch  59 Batch  355/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.938, Loss:  0.194
Epoch  59 Batch  356/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.160
Epoch  59 Batch  357/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.931, Loss:  0.144
Epoch  59 Batch  358/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.929, Loss:  0.185
Epoch  59 Batch  359/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.172
Epoch  59 Batch  360/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.156
Epoch  59 Batch  361/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.930, Loss:  0.174
Epoch  59 Batch  362/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.930, Loss:  0.170
Epoch  59 Batch  363/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.931, Loss:  0.177
Epoch  59 Batch  364/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.208
Epoch  59 Batch  365/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.931, Loss:  0.142
Epoch  59 Batch  366/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.152
Epoch  59 Batch  367/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.926, Loss:  0.138
Epoch  59 Batch  368/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.926, Loss:  0.163
Epoch  59 Batch  369/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.926, Loss:  0.153
Epoch  59 Batch  370/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.175
Epoch  59 Batch  371/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.151
Epoch  59 Batch  372/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.928, Loss:  0.142
Epoch  59 Batch  373/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.929, Loss:  0.137
Epoch  59 Batch  374/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.189
Epoch  59 Batch  375/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.159
Epoch  59 Batch  376/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.164
Epoch  59 Batch  377/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.156
Epoch  59 Batch  378/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.142
Epoch  59 Batch  379/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.924, Loss:  0.201
Epoch  59 Batch  380/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.926, Loss:  0.168
Epoch  59 Batch  381/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.930, Loss:  0.167
Epoch  59 Batch  382/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.930, Loss:  0.212
Epoch  59 Batch  383/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.146
Epoch  59 Batch  384/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.166
Epoch  59 Batch  385/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.935, Loss:  0.172
Epoch  59 Batch  386/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.932, Loss:  0.173
Epoch  59 Batch  387/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.932, Loss:  0.148
Epoch  59 Batch  388/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.932, Loss:  0.169
Epoch  59 Batch  389/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.931, Loss:  0.156
Epoch  59 Batch  390/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.934, Loss:  0.178
Epoch  59 Batch  391/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.939, Loss:  0.151
Epoch  59 Batch  392/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.169
Epoch  59 Batch  393/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.934, Loss:  0.138
Epoch  59 Batch  394/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.932, Loss:  0.152
Epoch  59 Batch  395/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.159
Epoch  59 Batch  396/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.183
Epoch  59 Batch  397/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.934, Loss:  0.170
Epoch  59 Batch  398/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.935, Loss:  0.161
Epoch  59 Batch  399/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.934, Loss:  0.173
Epoch  59 Batch  400/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.934, Loss:  0.195
Epoch  59 Batch  401/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.148
Epoch  59 Batch  402/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.933, Loss:  0.144
Epoch  59 Batch  403/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.933, Loss:  0.187
Epoch  59 Batch  404/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.146
Epoch  59 Batch  405/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.929, Loss:  0.184
Epoch  59 Batch  406/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.929, Loss:  0.144
Epoch  59 Batch  407/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.931, Loss:  0.188
Epoch  59 Batch  408/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.173
Epoch  59 Batch  409/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.193
Epoch  59 Batch  410/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.940, Loss:  0.177
Epoch  59 Batch  411/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.166
Epoch  59 Batch  412/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.938, Loss:  0.136
Epoch  59 Batch  413/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.939, Loss:  0.136
Epoch  59 Batch  414/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.939, Loss:  0.174
Epoch  59 Batch  415/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.934, Loss:  0.144
Epoch  59 Batch  416/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.929, Loss:  0.154
Epoch  59 Batch  417/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.920, Loss:  0.209
Epoch  59 Batch  418/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.920, Loss:  0.153
Epoch  59 Batch  419/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.920, Loss:  0.145
Epoch  59 Batch  420/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.924, Loss:  0.155
Epoch  59 Batch  421/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.190
Epoch  59 Batch  422/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.154
Epoch  59 Batch  423/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.927, Loss:  0.166
Epoch  59 Batch  424/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.926, Loss:  0.151
Epoch  59 Batch  425/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.927, Loss:  0.147
Epoch  59 Batch  426/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.927, Loss:  0.207
Epoch  59 Batch  427/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.160
Epoch  59 Batch  428/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.928, Loss:  0.156
Epoch  59 Batch  429/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.137
Epoch  59 Batch  430/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.142
Epoch  59 Batch  431/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.930, Loss:  0.147
Epoch  59 Batch  432/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.935, Loss:  0.165
Epoch  59 Batch  433/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.933, Loss:  0.160
Epoch  59 Batch  434/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.164
Epoch  59 Batch  435/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.934, Loss:  0.168
Epoch  59 Batch  436/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.929, Loss:  0.155
Epoch  59 Batch  437/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.929, Loss:  0.128
Epoch  59 Batch  438/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.930, Loss:  0.154
Epoch  59 Batch  439/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.926, Loss:  0.197
Epoch  59 Batch  440/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.925, Loss:  0.194
Epoch  59 Batch  441/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.925, Loss:  0.154
Epoch  59 Batch  442/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.168
Epoch  59 Batch  443/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.921, Loss:  0.158
Epoch  59 Batch  444/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.922, Loss:  0.153
Epoch  59 Batch  445/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.927, Loss:  0.162
Epoch  59 Batch  446/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.143
Epoch  59 Batch  447/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.927, Loss:  0.152
Epoch  59 Batch  448/1077 - Train Accuracy:  0.882, Validation Accuracy:  0.925, Loss:  0.191
Epoch  59 Batch  449/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.182
Epoch  59 Batch  450/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.925, Loss:  0.159
Epoch  59 Batch  451/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.159
Epoch  59 Batch  452/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.924, Loss:  0.195
Epoch  59 Batch  453/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.148
Epoch  59 Batch  454/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.220
Epoch  59 Batch  455/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.931, Loss:  0.160
Epoch  59 Batch  456/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.156
Epoch  59 Batch  457/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.934, Loss:  0.150
Epoch  59 Batch  458/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.939, Loss:  0.177
Epoch  59 Batch  459/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.941, Loss:  0.161
Epoch  59 Batch  460/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.941, Loss:  0.171
Epoch  59 Batch  461/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.941, Loss:  0.147
Epoch  59 Batch  462/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.146
Epoch  59 Batch  463/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.936, Loss:  0.181
Epoch  59 Batch  464/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.938, Loss:  0.162
Epoch  59 Batch  465/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.939, Loss:  0.158
Epoch  59 Batch  466/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.939, Loss:  0.148
Epoch  59 Batch  467/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.938, Loss:  0.150
Epoch  59 Batch  468/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.179
Epoch  59 Batch  469/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.938, Loss:  0.165
Epoch  59 Batch  470/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.163
Epoch  59 Batch  471/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.933, Loss:  0.137
Epoch  59 Batch  472/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.932, Loss:  0.144
Epoch  59 Batch  473/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.932, Loss:  0.167
Epoch  59 Batch  474/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.930, Loss:  0.167
Epoch  59 Batch  475/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.157
Epoch  59 Batch  476/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.159
Epoch  59 Batch  477/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.162
Epoch  59 Batch  478/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.927, Loss:  0.167
Epoch  59 Batch  479/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.928, Loss:  0.188
Epoch  59 Batch  480/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.168
Epoch  59 Batch  481/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.168
Epoch  59 Batch  482/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.175
Epoch  59 Batch  483/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.929, Loss:  0.185
Epoch  59 Batch  484/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.931, Loss:  0.154
Epoch  59 Batch  485/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.932, Loss:  0.154
Epoch  59 Batch  486/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.156
Epoch  59 Batch  487/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.923, Loss:  0.173
Epoch  59 Batch  488/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.923, Loss:  0.179
Epoch  59 Batch  489/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.149
Epoch  59 Batch  490/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.926, Loss:  0.169
Epoch  59 Batch  491/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.926, Loss:  0.179
Epoch  59 Batch  492/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.921, Loss:  0.191
Epoch  59 Batch  493/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.151
Epoch  59 Batch  494/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.921, Loss:  0.148
Epoch  59 Batch  495/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.926, Loss:  0.158
Epoch  59 Batch  496/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.176
Epoch  59 Batch  497/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.201
Epoch  59 Batch  498/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.931, Loss:  0.170
Epoch  59 Batch  499/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.927, Loss:  0.142
Epoch  59 Batch  500/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.928, Loss:  0.151
Epoch  59 Batch  501/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.168
Epoch  59 Batch  502/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.937, Loss:  0.155
Epoch  59 Batch  503/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.167
Epoch  59 Batch  504/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.937, Loss:  0.184
Epoch  59 Batch  505/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.932, Loss:  0.144
Epoch  59 Batch  506/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.167
Epoch  59 Batch  507/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.932, Loss:  0.150
Epoch  59 Batch  508/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.933, Loss:  0.149
Epoch  59 Batch  509/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.934, Loss:  0.187
Epoch  59 Batch  510/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.934, Loss:  0.170
Epoch  59 Batch  511/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.933, Loss:  0.162
Epoch  59 Batch  512/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.934, Loss:  0.151
Epoch  59 Batch  513/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.934, Loss:  0.169
Epoch  59 Batch  514/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.934, Loss:  0.152
Epoch  59 Batch  515/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.933, Loss:  0.144
Epoch  59 Batch  516/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.930, Loss:  0.161
Epoch  59 Batch  517/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.930, Loss:  0.154
Epoch  59 Batch  518/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.154
Epoch  59 Batch  519/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.932, Loss:  0.162
Epoch  59 Batch  520/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.930, Loss:  0.152
Epoch  59 Batch  521/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.162
Epoch  59 Batch  522/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.931, Loss:  0.187
Epoch  59 Batch  523/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.928, Loss:  0.163
Epoch  59 Batch  524/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.922, Loss:  0.151
Epoch  59 Batch  525/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.921, Loss:  0.158
Epoch  59 Batch  526/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.922, Loss:  0.146
Epoch  59 Batch  527/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.921, Loss:  0.162
Epoch  59 Batch  528/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.147
Epoch  59 Batch  529/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.165
Epoch  59 Batch  530/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.930, Loss:  0.159
Epoch  59 Batch  531/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.931, Loss:  0.143
Epoch  59 Batch  532/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.931, Loss:  0.189
Epoch  59 Batch  533/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.931, Loss:  0.200
Epoch  59 Batch  534/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.931, Loss:  0.162
Epoch  59 Batch  535/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.931, Loss:  0.140
Epoch  59 Batch  536/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.931, Loss:  0.165
Epoch  59 Batch  537/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.151
Epoch  59 Batch  538/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.135
Epoch  59 Batch  539/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.186
Epoch  59 Batch  540/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.926, Loss:  0.154
Epoch  59 Batch  541/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.926, Loss:  0.134
Epoch  59 Batch  542/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.171
Epoch  59 Batch  543/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.925, Loss:  0.167
Epoch  59 Batch  544/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.926, Loss:  0.134
Epoch  59 Batch  545/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.927, Loss:  0.164
Epoch  59 Batch  546/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.927, Loss:  0.180
Epoch  59 Batch  547/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.163
Epoch  59 Batch  548/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.182
Epoch  59 Batch  549/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.939, Loss:  0.191
Epoch  59 Batch  550/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.940, Loss:  0.179
Epoch  59 Batch  551/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.937, Loss:  0.179
Epoch  59 Batch  552/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.937, Loss:  0.153
Epoch  59 Batch  553/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.932, Loss:  0.196
Epoch  59 Batch  554/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.932, Loss:  0.151
Epoch  59 Batch  555/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.932, Loss:  0.155
Epoch  59 Batch  556/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.927, Loss:  0.144
Epoch  59 Batch  557/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.928, Loss:  0.160
Epoch  59 Batch  558/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.928, Loss:  0.146
Epoch  59 Batch  559/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.933, Loss:  0.156
Epoch  59 Batch  560/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.933, Loss:  0.143
Epoch  59 Batch  561/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.933, Loss:  0.141
Epoch  59 Batch  562/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.933, Loss:  0.151
Epoch  59 Batch  563/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.928, Loss:  0.186
Epoch  59 Batch  564/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.928, Loss:  0.187
Epoch  59 Batch  565/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.189
Epoch  59 Batch  566/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.921, Loss:  0.211
Epoch  59 Batch  567/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.921, Loss:  0.177
Epoch  59 Batch  568/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.173
Epoch  59 Batch  569/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.925, Loss:  0.156
Epoch  59 Batch  570/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.922, Loss:  0.183
Epoch  59 Batch  571/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.927, Loss:  0.166
Epoch  59 Batch  572/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.932, Loss:  0.147
Epoch  59 Batch  573/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.932, Loss:  0.174
Epoch  59 Batch  574/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.931, Loss:  0.182
Epoch  59 Batch  575/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.151
Epoch  59 Batch  576/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.156
Epoch  59 Batch  577/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.932, Loss:  0.188
Epoch  59 Batch  578/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.937, Loss:  0.179
Epoch  59 Batch  579/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.136
Epoch  59 Batch  580/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.937, Loss:  0.144
Epoch  59 Batch  581/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.938, Loss:  0.145
Epoch  59 Batch  582/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.938, Loss:  0.167
Epoch  59 Batch  583/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.938, Loss:  0.168
Epoch  59 Batch  584/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.937, Loss:  0.161
Epoch  59 Batch  585/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.936, Loss:  0.129
Epoch  59 Batch  586/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.936, Loss:  0.169
Epoch  59 Batch  587/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.931, Loss:  0.144
Epoch  59 Batch  588/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.933, Loss:  0.172
Epoch  59 Batch  589/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.922, Loss:  0.172
Epoch  59 Batch  590/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.922, Loss:  0.172
Epoch  59 Batch  591/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.921, Loss:  0.149
Epoch  59 Batch  592/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.921, Loss:  0.178
Epoch  59 Batch  593/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.925, Loss:  0.189
Epoch  59 Batch  594/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.925, Loss:  0.175
Epoch  59 Batch  595/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.924, Loss:  0.181
Epoch  59 Batch  596/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.924, Loss:  0.170
Epoch  59 Batch  597/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.924, Loss:  0.169
Epoch  59 Batch  598/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.161
Epoch  59 Batch  599/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.925, Loss:  0.209
Epoch  59 Batch  600/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.925, Loss:  0.171
Epoch  59 Batch  601/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.925, Loss:  0.168
Epoch  59 Batch  602/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.929, Loss:  0.172
Epoch  59 Batch  603/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.933, Loss:  0.159
Epoch  59 Batch  604/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.933, Loss:  0.161
Epoch  59 Batch  605/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.933, Loss:  0.192
Epoch  59 Batch  606/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.934, Loss:  0.143
Epoch  59 Batch  607/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.934, Loss:  0.148
Epoch  59 Batch  608/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.934, Loss:  0.179
Epoch  59 Batch  609/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.934, Loss:  0.164
Epoch  59 Batch  610/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.934, Loss:  0.182
Epoch  59 Batch  611/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.167
Epoch  59 Batch  612/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.934, Loss:  0.138
Epoch  59 Batch  613/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.934, Loss:  0.167
Epoch  59 Batch  614/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.940, Loss:  0.161
Epoch  59 Batch  615/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.939, Loss:  0.165
Epoch  59 Batch  616/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.939, Loss:  0.165
Epoch  59 Batch  617/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.163
Epoch  59 Batch  618/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.937, Loss:  0.167
Epoch  59 Batch  619/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.939, Loss:  0.149
Epoch  59 Batch  620/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.158
Epoch  59 Batch  621/1077 - Train Accuracy:  0.957, Validation Accuracy:  0.938, Loss:  0.150
Epoch  59 Batch  622/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.936, Loss:  0.165
Epoch  59 Batch  623/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.936, Loss:  0.181
Epoch  59 Batch  624/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.165
Epoch  59 Batch  625/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.145
Epoch  59 Batch  626/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.149
Epoch  59 Batch  627/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.932, Loss:  0.154
Epoch  59 Batch  628/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.938, Loss:  0.167
Epoch  59 Batch  629/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.938, Loss:  0.169
Epoch  59 Batch  630/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.934, Loss:  0.164
Epoch  59 Batch  631/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.934, Loss:  0.171
Epoch  59 Batch  632/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.943, Loss:  0.143
Epoch  59 Batch  633/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.943, Loss:  0.163
Epoch  59 Batch  634/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.943, Loss:  0.137
Epoch  59 Batch  635/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.943, Loss:  0.179
Epoch  59 Batch  636/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.943, Loss:  0.164
Epoch  59 Batch  637/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.942, Loss:  0.157
Epoch  59 Batch  638/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.942, Loss:  0.161
Epoch  59 Batch  639/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.941, Loss:  0.193
Epoch  59 Batch  640/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.941, Loss:  0.144
Epoch  59 Batch  641/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.942, Loss:  0.153
Epoch  59 Batch  642/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.942, Loss:  0.146
Epoch  59 Batch  643/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.942, Loss:  0.150
Epoch  59 Batch  644/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.942, Loss:  0.161
Epoch  59 Batch  645/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.942, Loss:  0.164
Epoch  59 Batch  646/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.937, Loss:  0.147
Epoch  59 Batch  647/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.937, Loss:  0.167
Epoch  59 Batch  648/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.937, Loss:  0.159
Epoch  59 Batch  649/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.191
Epoch  59 Batch  650/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.935, Loss:  0.165
Epoch  59 Batch  651/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.935, Loss:  0.161
Epoch  59 Batch  652/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.189
Epoch  59 Batch  653/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.935, Loss:  0.202
Epoch  59 Batch  654/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.151
Epoch  59 Batch  655/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.939, Loss:  0.177
Epoch  59 Batch  656/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.939, Loss:  0.149
Epoch  59 Batch  657/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.165
Epoch  59 Batch  658/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.939, Loss:  0.152
Epoch  59 Batch  659/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.939, Loss:  0.182
Epoch  59 Batch  660/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.939, Loss:  0.178
Epoch  59 Batch  661/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.933, Loss:  0.145
Epoch  59 Batch  662/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.937, Loss:  0.144
Epoch  59 Batch  663/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.937, Loss:  0.149
Epoch  59 Batch  664/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.936, Loss:  0.156
Epoch  59 Batch  665/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.936, Loss:  0.153
Epoch  59 Batch  666/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.179
Epoch  59 Batch  667/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.928, Loss:  0.174
Epoch  59 Batch  668/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.182
Epoch  59 Batch  669/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.153
Epoch  59 Batch  670/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.929, Loss:  0.155
Epoch  59 Batch  671/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.189
Epoch  59 Batch  672/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.930, Loss:  0.177
Epoch  59 Batch  673/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.932, Loss:  0.157
Epoch  59 Batch  674/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.927, Loss:  0.155
Epoch  59 Batch  675/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.188
Epoch  59 Batch  676/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.174
Epoch  59 Batch  677/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.928, Loss:  0.180
Epoch  59 Batch  678/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.140
Epoch  59 Batch  679/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.924, Loss:  0.185
Epoch  59 Batch  680/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.924, Loss:  0.142
Epoch  59 Batch  681/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.923, Loss:  0.160
Epoch  59 Batch  682/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.923, Loss:  0.140
Epoch  59 Batch  683/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.921, Loss:  0.151
Epoch  59 Batch  684/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.920, Loss:  0.150
Epoch  59 Batch  685/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.916, Loss:  0.170
Epoch  59 Batch  686/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.916, Loss:  0.157
Epoch  59 Batch  687/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.917, Loss:  0.186
Epoch  59 Batch  688/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.922, Loss:  0.167
Epoch  59 Batch  689/1077 - Train Accuracy:  0.959, Validation Accuracy:  0.922, Loss:  0.159
Epoch  59 Batch  690/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.936, Loss:  0.172
Epoch  59 Batch  691/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.936, Loss:  0.168
Epoch  59 Batch  692/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.151
Epoch  59 Batch  693/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.936, Loss:  0.209
Epoch  59 Batch  694/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.173
Epoch  59 Batch  695/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.936, Loss:  0.139
Epoch  59 Batch  696/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.936, Loss:  0.191
Epoch  59 Batch  697/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.936, Loss:  0.156
Epoch  59 Batch  698/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.936, Loss:  0.147
Epoch  59 Batch  699/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.157
Epoch  59 Batch  700/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.940, Loss:  0.153
Epoch  59 Batch  701/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.941, Loss:  0.176
Epoch  59 Batch  702/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.941, Loss:  0.195
Epoch  59 Batch  703/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.941, Loss:  0.139
Epoch  59 Batch  704/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.942, Loss:  0.204
Epoch  59 Batch  705/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.942, Loss:  0.189
Epoch  59 Batch  706/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.942, Loss:  0.194
Epoch  59 Batch  707/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.942, Loss:  0.153
Epoch  59 Batch  708/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.942, Loss:  0.176
Epoch  59 Batch  709/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.942, Loss:  0.181
Epoch  59 Batch  710/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.942, Loss:  0.145
Epoch  59 Batch  711/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.942, Loss:  0.184
Epoch  59 Batch  712/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.942, Loss:  0.186
Epoch  59 Batch  713/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.941, Loss:  0.153
Epoch  59 Batch  714/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.942, Loss:  0.161
Epoch  59 Batch  715/1077 - Train Accuracy:  0.894, Validation Accuracy:  0.941, Loss:  0.190
Epoch  59 Batch  716/1077 - Train Accuracy:  0.965, Validation Accuracy:  0.938, Loss:  0.137
Epoch  59 Batch  717/1077 - Train Accuracy:  0.960, Validation Accuracy:  0.938, Loss:  0.149
Epoch  59 Batch  718/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.141
Epoch  59 Batch  719/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.935, Loss:  0.158
Epoch  59 Batch  720/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.938, Loss:  0.177
Epoch  59 Batch  721/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.938, Loss:  0.167
Epoch  59 Batch  722/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.939, Loss:  0.148
Epoch  59 Batch  723/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.940, Loss:  0.161
Epoch  59 Batch  724/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.942, Loss:  0.183
Epoch  59 Batch  725/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.939, Loss:  0.133
Epoch  59 Batch  726/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.155
Epoch  59 Batch  727/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.938, Loss:  0.152
Epoch  59 Batch  728/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.938, Loss:  0.178
Epoch  59 Batch  729/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.944, Loss:  0.170
Epoch  59 Batch  730/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.182
Epoch  59 Batch  731/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.944, Loss:  0.193
Epoch  59 Batch  732/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.944, Loss:  0.177
Epoch  59 Batch  733/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.944, Loss:  0.161
Epoch  59 Batch  734/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.175
Epoch  59 Batch  735/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.940, Loss:  0.168
Epoch  59 Batch  736/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.154
Epoch  59 Batch  737/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.926, Loss:  0.180
Epoch  59 Batch  738/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.137
Epoch  59 Batch  739/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.926, Loss:  0.157
Epoch  59 Batch  740/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.926, Loss:  0.156
Epoch  59 Batch  741/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.926, Loss:  0.160
Epoch  59 Batch  742/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.936, Loss:  0.183
Epoch  59 Batch  743/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.931, Loss:  0.171
Epoch  59 Batch  744/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.931, Loss:  0.143
Epoch  59 Batch  745/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.181
Epoch  59 Batch  746/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.935, Loss:  0.156
Epoch  59 Batch  747/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.937, Loss:  0.137
Epoch  59 Batch  748/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.938, Loss:  0.136
Epoch  59 Batch  749/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.944, Loss:  0.147
Epoch  59 Batch  750/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.937, Loss:  0.164
Epoch  59 Batch  751/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.937, Loss:  0.170
Epoch  59 Batch  752/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.934, Loss:  0.153
Epoch  59 Batch  753/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.158
Epoch  59 Batch  754/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.936, Loss:  0.179
Epoch  59 Batch  755/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.936, Loss:  0.178
Epoch  59 Batch  756/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.936, Loss:  0.161
Epoch  59 Batch  757/1077 - Train Accuracy:  0.898, Validation Accuracy:  0.936, Loss:  0.173
Epoch  59 Batch  758/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.936, Loss:  0.143
Epoch  59 Batch  759/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.935, Loss:  0.145
Epoch  59 Batch  760/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.935, Loss:  0.155
Epoch  59 Batch  761/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.935, Loss:  0.165
Epoch  59 Batch  762/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.935, Loss:  0.139
Epoch  59 Batch  763/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.935, Loss:  0.145
Epoch  59 Batch  764/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.153
Epoch  59 Batch  765/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.938, Loss:  0.171
Epoch  59 Batch  766/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.938, Loss:  0.166
Epoch  59 Batch  767/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.160
Epoch  59 Batch  768/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.943, Loss:  0.160
Epoch  59 Batch  769/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.943, Loss:  0.151
Epoch  59 Batch  770/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.943, Loss:  0.155
Epoch  59 Batch  771/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.943, Loss:  0.150
Epoch  59 Batch  772/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.943, Loss:  0.149
Epoch  59 Batch  773/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.943, Loss:  0.145
Epoch  59 Batch  774/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.943, Loss:  0.171
Epoch  59 Batch  775/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.943, Loss:  0.177
Epoch  59 Batch  776/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.943, Loss:  0.140
Epoch  59 Batch  777/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.939, Loss:  0.198
Epoch  59 Batch  778/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.151
Epoch  59 Batch  779/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.940, Loss:  0.173
Epoch  59 Batch  780/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.939, Loss:  0.185
Epoch  59 Batch  781/1077 - Train Accuracy:  0.962, Validation Accuracy:  0.944, Loss:  0.127
Epoch  59 Batch  782/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.149
Epoch  59 Batch  783/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.944, Loss:  0.173
Epoch  59 Batch  784/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.944, Loss:  0.153
Epoch  59 Batch  785/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.944, Loss:  0.145
Epoch  59 Batch  786/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.944, Loss:  0.159
Epoch  59 Batch  787/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.147
Epoch  59 Batch  788/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.939, Loss:  0.138
Epoch  59 Batch  789/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.944, Loss:  0.172
Epoch  59 Batch  790/1077 - Train Accuracy:  0.885, Validation Accuracy:  0.944, Loss:  0.179
Epoch  59 Batch  791/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.941, Loss:  0.157
Epoch  59 Batch  792/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.941, Loss:  0.180
Epoch  59 Batch  793/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.941, Loss:  0.157
Epoch  59 Batch  794/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.939, Loss:  0.170
Epoch  59 Batch  795/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.939, Loss:  0.195
Epoch  59 Batch  796/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.939, Loss:  0.168
Epoch  59 Batch  797/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.153
Epoch  59 Batch  798/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.939, Loss:  0.147
Epoch  59 Batch  799/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.939, Loss:  0.189
Epoch  59 Batch  800/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.942, Loss:  0.156
Epoch  59 Batch  801/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.937, Loss:  0.164
Epoch  59 Batch  802/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.936, Loss:  0.168
Epoch  59 Batch  803/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.931, Loss:  0.177
Epoch  59 Batch  804/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.931, Loss:  0.154
Epoch  59 Batch  805/1077 - Train Accuracy:  0.892, Validation Accuracy:  0.931, Loss:  0.152
Epoch  59 Batch  806/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.924, Loss:  0.164
Epoch  59 Batch  807/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.928, Loss:  0.139
Epoch  59 Batch  808/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.928, Loss:  0.160
Epoch  59 Batch  809/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.928, Loss:  0.203
Epoch  59 Batch  810/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.929, Loss:  0.146
Epoch  59 Batch  811/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.929, Loss:  0.144
Epoch  59 Batch  812/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.934, Loss:  0.159
Epoch  59 Batch  813/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.930, Loss:  0.162
Epoch  59 Batch  814/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.179
Epoch  59 Batch  815/1077 - Train Accuracy:  0.903, Validation Accuracy:  0.930, Loss:  0.159
Epoch  59 Batch  816/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.930, Loss:  0.148
Epoch  59 Batch  817/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.937, Loss:  0.175
Epoch  59 Batch  818/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.937, Loss:  0.171
Epoch  59 Batch  819/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.933, Loss:  0.150
Epoch  59 Batch  820/1077 - Train Accuracy:  0.893, Validation Accuracy:  0.933, Loss:  0.168
Epoch  59 Batch  821/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.933, Loss:  0.146
Epoch  59 Batch  822/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.933, Loss:  0.154
Epoch  59 Batch  823/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.160
Epoch  59 Batch  824/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.934, Loss:  0.152
Epoch  59 Batch  825/1077 - Train Accuracy:  0.954, Validation Accuracy:  0.934, Loss:  0.137
Epoch  59 Batch  826/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.152
Epoch  59 Batch  827/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.161
Epoch  59 Batch  828/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.944, Loss:  0.156
Epoch  59 Batch  829/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.944, Loss:  0.230
Epoch  59 Batch  830/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.940, Loss:  0.165
Epoch  59 Batch  831/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.940, Loss:  0.157
Epoch  59 Batch  832/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.940, Loss:  0.158
Epoch  59 Batch  833/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.941, Loss:  0.181
Epoch  59 Batch  834/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.941, Loss:  0.166
Epoch  59 Batch  835/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.941, Loss:  0.176
Epoch  59 Batch  836/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.935, Loss:  0.168
Epoch  59 Batch  837/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.935, Loss:  0.200
Epoch  59 Batch  838/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.935, Loss:  0.157
Epoch  59 Batch  839/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.941, Loss:  0.153
Epoch  59 Batch  840/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.936, Loss:  0.158
Epoch  59 Batch  841/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.936, Loss:  0.178
Epoch  59 Batch  842/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.936, Loss:  0.154
Epoch  59 Batch  843/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.936, Loss:  0.154
Epoch  59 Batch  844/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.129
Epoch  59 Batch  845/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.936, Loss:  0.141
Epoch  59 Batch  846/1077 - Train Accuracy:  0.879, Validation Accuracy:  0.931, Loss:  0.190
Epoch  59 Batch  847/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.175
Epoch  59 Batch  848/1077 - Train Accuracy:  0.945, Validation Accuracy:  0.928, Loss:  0.156
Epoch  59 Batch  849/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.935, Loss:  0.154
Epoch  59 Batch  850/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.939, Loss:  0.192
Epoch  59 Batch  851/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.939, Loss:  0.196
Epoch  59 Batch  852/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.939, Loss:  0.180
Epoch  59 Batch  853/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.941, Loss:  0.135
Epoch  59 Batch  854/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.936, Loss:  0.193
Epoch  59 Batch  855/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.151
Epoch  59 Batch  856/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.935, Loss:  0.176
Epoch  59 Batch  857/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.160
Epoch  59 Batch  858/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.151
Epoch  59 Batch  859/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.939, Loss:  0.168
Epoch  59 Batch  860/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.939, Loss:  0.158
Epoch  59 Batch  861/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.938, Loss:  0.164
Epoch  59 Batch  862/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.938, Loss:  0.170
Epoch  59 Batch  863/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.148
Epoch  59 Batch  864/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.935, Loss:  0.146
Epoch  59 Batch  865/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.935, Loss:  0.167
Epoch  59 Batch  866/1077 - Train Accuracy:  0.913, Validation Accuracy:  0.935, Loss:  0.158
Epoch  59 Batch  867/1077 - Train Accuracy:  0.871, Validation Accuracy:  0.935, Loss:  0.197
Epoch  59 Batch  868/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.930, Loss:  0.162
Epoch  59 Batch  869/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.178
Epoch  59 Batch  870/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.930, Loss:  0.168
Epoch  59 Batch  871/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.936, Loss:  0.168
Epoch  59 Batch  872/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.934, Loss:  0.140
Epoch  59 Batch  873/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.172
Epoch  59 Batch  874/1077 - Train Accuracy:  0.900, Validation Accuracy:  0.926, Loss:  0.188
Epoch  59 Batch  875/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.928, Loss:  0.181
Epoch  59 Batch  876/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.929, Loss:  0.158
Epoch  59 Batch  877/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.930, Loss:  0.145
Epoch  59 Batch  878/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.169
Epoch  59 Batch  879/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.930, Loss:  0.145
Epoch  59 Batch  880/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.169
Epoch  59 Batch  881/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.928, Loss:  0.167
Epoch  59 Batch  882/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.932, Loss:  0.150
Epoch  59 Batch  883/1077 - Train Accuracy:  0.877, Validation Accuracy:  0.935, Loss:  0.197
Epoch  59 Batch  884/1077 - Train Accuracy:  0.896, Validation Accuracy:  0.930, Loss:  0.172
Epoch  59 Batch  885/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.930, Loss:  0.124
Epoch  59 Batch  886/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.170
Epoch  59 Batch  887/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.930, Loss:  0.178
Epoch  59 Batch  888/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.935, Loss:  0.170
Epoch  59 Batch  889/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.159
Epoch  59 Batch  890/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.935, Loss:  0.161
Epoch  59 Batch  891/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.936, Loss:  0.175
Epoch  59 Batch  892/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.933, Loss:  0.138
Epoch  59 Batch  893/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.926, Loss:  0.172
Epoch  59 Batch  894/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.926, Loss:  0.160
Epoch  59 Batch  895/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.927, Loss:  0.161
Epoch  59 Batch  896/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.927, Loss:  0.181
Epoch  59 Batch  897/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.934, Loss:  0.144
Epoch  59 Batch  898/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.934, Loss:  0.144
Epoch  59 Batch  899/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.930, Loss:  0.175
Epoch  59 Batch  900/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.930, Loss:  0.172
Epoch  59 Batch  901/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.936, Loss:  0.190
Epoch  59 Batch  902/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.936, Loss:  0.185
Epoch  59 Batch  903/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.935, Loss:  0.153
Epoch  59 Batch  904/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.935, Loss:  0.144
Epoch  59 Batch  905/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.935, Loss:  0.137
Epoch  59 Batch  906/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.935, Loss:  0.149
Epoch  59 Batch  907/1077 - Train Accuracy:  0.952, Validation Accuracy:  0.935, Loss:  0.158
Epoch  59 Batch  908/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.938, Loss:  0.174
Epoch  59 Batch  909/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.938, Loss:  0.152
Epoch  59 Batch  910/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.929, Loss:  0.148
Epoch  59 Batch  911/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.151
Epoch  59 Batch  912/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.928, Loss:  0.186
Epoch  59 Batch  913/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.933, Loss:  0.198
Epoch  59 Batch  914/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.933, Loss:  0.207
Epoch  59 Batch  915/1077 - Train Accuracy:  0.880, Validation Accuracy:  0.932, Loss:  0.161
Epoch  59 Batch  916/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.936, Loss:  0.176
Epoch  59 Batch  917/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.936, Loss:  0.161
Epoch  59 Batch  918/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.938, Loss:  0.150
Epoch  59 Batch  919/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.938, Loss:  0.115
Epoch  59 Batch  920/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.938, Loss:  0.175
Epoch  59 Batch  921/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.938, Loss:  0.170
Epoch  59 Batch  922/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.939, Loss:  0.157
Epoch  59 Batch  923/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.939, Loss:  0.152
Epoch  59 Batch  924/1077 - Train Accuracy:  0.947, Validation Accuracy:  0.934, Loss:  0.189
Epoch  59 Batch  925/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.934, Loss:  0.160
Epoch  59 Batch  926/1077 - Train Accuracy:  0.886, Validation Accuracy:  0.929, Loss:  0.179
Epoch  59 Batch  927/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.923, Loss:  0.174
Epoch  59 Batch  928/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.925, Loss:  0.158
Epoch  59 Batch  929/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.925, Loss:  0.163
Epoch  59 Batch  930/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.930, Loss:  0.159
Epoch  59 Batch  931/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.935, Loss:  0.171
Epoch  59 Batch  932/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.150
Epoch  59 Batch  933/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.935, Loss:  0.163
Epoch  59 Batch  934/1077 - Train Accuracy:  0.901, Validation Accuracy:  0.934, Loss:  0.158
Epoch  59 Batch  935/1077 - Train Accuracy:  0.941, Validation Accuracy:  0.931, Loss:  0.166
Epoch  59 Batch  936/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.931, Loss:  0.167
Epoch  59 Batch  937/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.935, Loss:  0.176
Epoch  59 Batch  938/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.935, Loss:  0.177
Epoch  59 Batch  939/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.935, Loss:  0.205
Epoch  59 Batch  940/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.935, Loss:  0.141
Epoch  59 Batch  941/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.147
Epoch  59 Batch  942/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.928, Loss:  0.164
Epoch  59 Batch  943/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.169
Epoch  59 Batch  944/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.928, Loss:  0.151
Epoch  59 Batch  945/1077 - Train Accuracy:  0.955, Validation Accuracy:  0.928, Loss:  0.146
Epoch  59 Batch  946/1077 - Train Accuracy:  0.968, Validation Accuracy:  0.928, Loss:  0.151
Epoch  59 Batch  947/1077 - Train Accuracy:  0.875, Validation Accuracy:  0.924, Loss:  0.189
Epoch  59 Batch  948/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.923, Loss:  0.156
Epoch  59 Batch  949/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.924, Loss:  0.136
Epoch  59 Batch  950/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.924, Loss:  0.138
Epoch  59 Batch  951/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.923, Loss:  0.168
Epoch  59 Batch  952/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.923, Loss:  0.150
Epoch  59 Batch  953/1077 - Train Accuracy:  0.969, Validation Accuracy:  0.928, Loss:  0.144
Epoch  59 Batch  954/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.928, Loss:  0.164
Epoch  59 Batch  955/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.928, Loss:  0.162
Epoch  59 Batch  956/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.923, Loss:  0.177
Epoch  59 Batch  957/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.927, Loss:  0.170
Epoch  59 Batch  958/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.928, Loss:  0.161
Epoch  59 Batch  959/1077 - Train Accuracy:  0.949, Validation Accuracy:  0.927, Loss:  0.160
Epoch  59 Batch  960/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.926, Loss:  0.163
Epoch  59 Batch  961/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.925, Loss:  0.178
Epoch  59 Batch  962/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.930, Loss:  0.157
Epoch  59 Batch  963/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.929, Loss:  0.197
Epoch  59 Batch  964/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.934, Loss:  0.147
Epoch  59 Batch  965/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.935, Loss:  0.160
Epoch  59 Batch  966/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.136
Epoch  59 Batch  967/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.929, Loss:  0.161
Epoch  59 Batch  968/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.929, Loss:  0.201
Epoch  59 Batch  969/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.929, Loss:  0.199
Epoch  59 Batch  970/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.929, Loss:  0.169
Epoch  59 Batch  971/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.932, Loss:  0.157
Epoch  59 Batch  972/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.932, Loss:  0.151
Epoch  59 Batch  973/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.934, Loss:  0.142
Epoch  59 Batch  974/1077 - Train Accuracy:  0.919, Validation Accuracy:  0.934, Loss:  0.155
Epoch  59 Batch  975/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.929, Loss:  0.145
Epoch  59 Batch  976/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.930, Loss:  0.151
Epoch  59 Batch  977/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.925, Loss:  0.129
Epoch  59 Batch  978/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.927, Loss:  0.174
Epoch  59 Batch  979/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.927, Loss:  0.168
Epoch  59 Batch  980/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.927, Loss:  0.186
Epoch  59 Batch  981/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.927, Loss:  0.160
Epoch  59 Batch  982/1077 - Train Accuracy:  0.942, Validation Accuracy:  0.930, Loss:  0.153
Epoch  59 Batch  983/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.930, Loss:  0.171
Epoch  59 Batch  984/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.930, Loss:  0.153
Epoch  59 Batch  985/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.927, Loss:  0.147
Epoch  59 Batch  986/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.928, Loss:  0.172
Epoch  59 Batch  987/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.927, Loss:  0.154
Epoch  59 Batch  988/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.188
Epoch  59 Batch  989/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.928, Loss:  0.179
Epoch  59 Batch  990/1077 - Train Accuracy:  0.937, Validation Accuracy:  0.928, Loss:  0.173
Epoch  59 Batch  991/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.927, Loss:  0.177
Epoch  59 Batch  992/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.182
Epoch  59 Batch  993/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.931, Loss:  0.133
Epoch  59 Batch  994/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.161
Epoch  59 Batch  995/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.935, Loss:  0.160
Epoch  59 Batch  996/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.935, Loss:  0.156
Epoch  59 Batch  997/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.935, Loss:  0.164
Epoch  59 Batch  998/1077 - Train Accuracy:  0.917, Validation Accuracy:  0.932, Loss:  0.159
Epoch  59 Batch  999/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.932, Loss:  0.166
Epoch  59 Batch 1000/1077 - Train Accuracy:  0.906, Validation Accuracy:  0.932, Loss:  0.155
Epoch  59 Batch 1001/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.929, Loss:  0.133
Epoch  59 Batch 1002/1077 - Train Accuracy:  0.951, Validation Accuracy:  0.928, Loss:  0.132
Epoch  59 Batch 1003/1077 - Train Accuracy:  0.928, Validation Accuracy:  0.925, Loss:  0.160
Epoch  59 Batch 1004/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.925, Loss:  0.187
Epoch  59 Batch 1005/1077 - Train Accuracy:  0.920, Validation Accuracy:  0.925, Loss:  0.151
Epoch  59 Batch 1006/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.925, Loss:  0.153
Epoch  59 Batch 1007/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.920, Loss:  0.157
Epoch  59 Batch 1008/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.919, Loss:  0.193
Epoch  59 Batch 1009/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.918, Loss:  0.142
Epoch  59 Batch 1010/1077 - Train Accuracy:  0.950, Validation Accuracy:  0.919, Loss:  0.157
Epoch  59 Batch 1011/1077 - Train Accuracy:  0.946, Validation Accuracy:  0.919, Loss:  0.155
Epoch  59 Batch 1012/1077 - Train Accuracy:  0.944, Validation Accuracy:  0.919, Loss:  0.140
Epoch  59 Batch 1013/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.921, Loss:  0.135
Epoch  59 Batch 1014/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.921, Loss:  0.152
Epoch  59 Batch 1015/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.923, Loss:  0.200
Epoch  59 Batch 1016/1077 - Train Accuracy:  0.916, Validation Accuracy:  0.928, Loss:  0.166
Epoch  59 Batch 1017/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.923, Loss:  0.154
Epoch  59 Batch 1018/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.924, Loss:  0.160
Epoch  59 Batch 1019/1077 - Train Accuracy:  0.922, Validation Accuracy:  0.929, Loss:  0.200
Epoch  59 Batch 1020/1077 - Train Accuracy:  0.958, Validation Accuracy:  0.928, Loss:  0.143
Epoch  59 Batch 1021/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.930, Loss:  0.153
Epoch  59 Batch 1022/1077 - Train Accuracy:  0.936, Validation Accuracy:  0.930, Loss:  0.140
Epoch  59 Batch 1023/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.927, Loss:  0.143
Epoch  59 Batch 1024/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.930, Loss:  0.168
Epoch  59 Batch 1025/1077 - Train Accuracy:  0.887, Validation Accuracy:  0.930, Loss:  0.155
Epoch  59 Batch 1026/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.930, Loss:  0.165
Epoch  59 Batch 1027/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.931, Loss:  0.154
Epoch  59 Batch 1028/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.936, Loss:  0.143
Epoch  59 Batch 1029/1077 - Train Accuracy:  0.889, Validation Accuracy:  0.937, Loss:  0.155
Epoch  59 Batch 1030/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.938, Loss:  0.171
Epoch  59 Batch 1031/1077 - Train Accuracy:  0.925, Validation Accuracy:  0.938, Loss:  0.181
Epoch  59 Batch 1032/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.939, Loss:  0.197
Epoch  59 Batch 1033/1077 - Train Accuracy:  0.929, Validation Accuracy:  0.937, Loss:  0.149
Epoch  59 Batch 1034/1077 - Train Accuracy:  0.897, Validation Accuracy:  0.938, Loss:  0.171
Epoch  59 Batch 1035/1077 - Train Accuracy:  0.948, Validation Accuracy:  0.933, Loss:  0.143
Epoch  59 Batch 1036/1077 - Train Accuracy:  0.914, Validation Accuracy:  0.933, Loss:  0.172
Epoch  59 Batch 1037/1077 - Train Accuracy:  0.904, Validation Accuracy:  0.938, Loss:  0.183
Epoch  59 Batch 1038/1077 - Train Accuracy:  0.921, Validation Accuracy:  0.933, Loss:  0.167
Epoch  59 Batch 1039/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.933, Loss:  0.157
Epoch  59 Batch 1040/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.934, Loss:  0.175
Epoch  59 Batch 1041/1077 - Train Accuracy:  0.905, Validation Accuracy:  0.934, Loss:  0.169
Epoch  59 Batch 1042/1077 - Train Accuracy:  0.956, Validation Accuracy:  0.935, Loss:  0.142
Epoch  59 Batch 1043/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.935, Loss:  0.190
Epoch  59 Batch 1044/1077 - Train Accuracy:  0.923, Validation Accuracy:  0.935, Loss:  0.168
Epoch  59 Batch 1045/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.157
Epoch  59 Batch 1046/1077 - Train Accuracy:  0.953, Validation Accuracy:  0.935, Loss:  0.137
Epoch  59 Batch 1047/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.935, Loss:  0.162
Epoch  59 Batch 1048/1077 - Train Accuracy:  0.912, Validation Accuracy:  0.935, Loss:  0.153
Epoch  59 Batch 1049/1077 - Train Accuracy:  0.911, Validation Accuracy:  0.935, Loss:  0.176
Epoch  59 Batch 1050/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.935, Loss:  0.153
Epoch  59 Batch 1051/1077 - Train Accuracy:  0.931, Validation Accuracy:  0.940, Loss:  0.166
Epoch  59 Batch 1052/1077 - Train Accuracy:  0.927, Validation Accuracy:  0.944, Loss:  0.155
Epoch  59 Batch 1053/1077 - Train Accuracy:  0.902, Validation Accuracy:  0.949, Loss:  0.170
Epoch  59 Batch 1054/1077 - Train Accuracy:  0.930, Validation Accuracy:  0.949, Loss:  0.150
Epoch  59 Batch 1055/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.948, Loss:  0.150
Epoch  59 Batch 1056/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.948, Loss:  0.138
Epoch  59 Batch 1057/1077 - Train Accuracy:  0.908, Validation Accuracy:  0.943, Loss:  0.182
Epoch  59 Batch 1058/1077 - Train Accuracy:  0.926, Validation Accuracy:  0.940, Loss:  0.169
Epoch  59 Batch 1059/1077 - Train Accuracy:  0.891, Validation Accuracy:  0.944, Loss:  0.184
Epoch  59 Batch 1060/1077 - Train Accuracy:  0.933, Validation Accuracy:  0.943, Loss:  0.128
Epoch  59 Batch 1061/1077 - Train Accuracy:  0.899, Validation Accuracy:  0.944, Loss:  0.186
Epoch  59 Batch 1062/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.934, Loss:  0.164
Epoch  59 Batch 1063/1077 - Train Accuracy:  0.910, Validation Accuracy:  0.934, Loss:  0.155
Epoch  59 Batch 1064/1077 - Train Accuracy:  0.938, Validation Accuracy:  0.934, Loss:  0.150
Epoch  59 Batch 1065/1077 - Train Accuracy:  0.918, Validation Accuracy:  0.930, Loss:  0.149
Epoch  59 Batch 1066/1077 - Train Accuracy:  0.934, Validation Accuracy:  0.929, Loss:  0.144
Epoch  59 Batch 1067/1077 - Train Accuracy:  0.909, Validation Accuracy:  0.929, Loss:  0.193
Epoch  59 Batch 1068/1077 - Train Accuracy:  0.943, Validation Accuracy:  0.929, Loss:  0.156
Epoch  59 Batch 1069/1077 - Train Accuracy:  0.940, Validation Accuracy:  0.929, Loss:  0.134
Epoch  59 Batch 1070/1077 - Train Accuracy:  0.915, Validation Accuracy:  0.939, Loss:  0.154
Epoch  59 Batch 1071/1077 - Train Accuracy:  0.932, Validation Accuracy:  0.939, Loss:  0.159
Epoch  59 Batch 1072/1077 - Train Accuracy:  0.924, Validation Accuracy:  0.942, Loss:  0.157
Epoch  59 Batch 1073/1077 - Train Accuracy:  0.935, Validation Accuracy:  0.940, Loss:  0.175
Epoch  59 Batch 1074/1077 - Train Accuracy:  0.939, Validation Accuracy:  0.931, Loss:  0.195
Epoch  59 Batch 1075/1077 - Train Accuracy:  0.907, Validation Accuracy:  0.934, Loss:  0.184
Model Trained and Saved

保存参数

保存 batch_sizesave_path 参数以进行推论(for inference)。

In [61]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
# Save parameters for checkpoint
helper.save_params(save_path)

检查点

In [62]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import tensorflow as tf
import numpy as np
import helper
import problem_unittests as tests

_, (source_vocab_to_int, target_vocab_to_int), (source_int_to_vocab, target_int_to_vocab) = helper.load_preprocess()
load_path = helper.load_params()

句子到序列

要向模型提供要翻译的句子,你首先需要预处理该句子。实现函数 sentence_to_seq() 以预处理新的句子。

  • 将句子转换为小写形式
  • 使用 vocab_to_int 将单词转换为 id
    • 如果单词不在词汇表中,将其转换为<UNK> 单词 id
In [63]:
def sentence_to_seq(sentence, vocab_to_int):
    """
    Convert a sentence to a sequence of ids
    :param sentence: String
    :param vocab_to_int: Dictionary to go from the words to an id
    :return: List of word ids
    """
    # TODO: Implement Function
    word_ids = [vocab_to_int.get(word, vocab_to_int['<UNK>']) for word in sentence.lower().split()]
    return word_ids


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_sentence_to_seq(sentence_to_seq)
Tests Passed

翻译

translate_sentence 从英语翻译成法语。

In [64]:
translate_sentence = 'he saw a old yellow truck .'


"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
translate_sentence = sentence_to_seq(translate_sentence, source_vocab_to_int)

loaded_graph = tf.Graph()
with tf.Session(graph=loaded_graph) as sess:
    # Load saved model
    loader = tf.train.import_meta_graph(load_path + '.meta')
    loader.restore(sess, load_path)

    input_data = loaded_graph.get_tensor_by_name('input:0')
    logits = loaded_graph.get_tensor_by_name('logits:0')
    keep_prob = loaded_graph.get_tensor_by_name('keep_prob:0')

    translate_logits = sess.run(logits, {input_data: [translate_sentence], keep_prob: 1.0})[0]

print('Input')
print('  Word Ids:      {}'.format([i for i in translate_sentence]))
print('  English Words: {}'.format([source_int_to_vocab[i] for i in translate_sentence]))

print('\nPrediction')
print('  Word Ids:      {}'.format([i for i in np.argmax(translate_logits, 1)]))
print('  French Words: {}'.format([target_int_to_vocab[i] for i in np.argmax(translate_logits, 1)]))
Input
  Word Ids:      [63, 140, 18, 166, 33, 229, 90]
  English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.']

Prediction
  Word Ids:      [348, 274, 236, 32, 74, 36, 1]
  French Words: ['il', 'vu', 'un', 'nouveau', 'camion', '.', '<EOS>']

不完美的翻译

你可能注意到了,某些句子的翻译质量比其他的要好。因为你使用的数据集只有 227 个英语单词,但实际生活中有数千个单词,只有使用这些单词的句子结果才会比较理想。对于此项目,不需要达到完美的翻译。但是,如果你想创建更好的翻译模型,则需要更好的数据。

你可以使用 WMT10 French-English corpus 语料库训练模型。该数据集拥有更多的词汇,讨论的话题也更丰富。但是,训练时间要好多天的时间,所以确保你有 GPU 并且对于我们提供的数据集,你的神经网络性能很棒。提交此项目后,别忘了研究下 WMT10 语料库。

提交项目

提交项目时,确保先运行所有单元,然后再保存记事本。保存记事本文件为 “dlnd_language_translation.ipynb”,再通过菜单中的“文件” ->“下载为”将其另存为 HTML 格式。提交的项目文档中需包含“helper.py”和“problem_unittests.py”文件。